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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">ae</journal-id>
      <journal-title-group>
        <journal-title>Advances in Entomology</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2331-2017</issn>
      <issn pub-type="ppub">2331-1991</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/ae.2026.141004</article-id>
      <article-id pub-id-type="publisher-id">ae-148609</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Biomedical</subject>
          <subject>Life Sciences</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Insecticide Susceptibility of An. gambiae and An. coluzzii in Congo Brazzaville</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0001-5357-7618</contrib-id>
          <name name-style="western">
            <surname>Bikouta</surname>
            <given-names>Grace Odéra Tainsie Nianga</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-4244-4545</contrib-id>
          <name name-style="western">
            <surname>Dia</surname>
            <given-names>Ibrahima</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Patrick</surname>
            <given-names>Bitsindou</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-8972-0500</contrib-id>
          <name name-style="western">
            <surname>Diallo</surname>
            <given-names>Mawlouth</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0001-5239-672X</contrib-id>
          <name name-style="western">
            <surname>Lenga</surname>
            <given-names>Arsène</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Laboratory of Biodiversity and Animal Ecology (LBAE), Faculty of Science and Technology, Marien Ngouabi University, Brazzaville, Congo </aff>
      <aff id="aff2"><label>2</label> National Institute for Research in Health Sciences (NIRHS), Brazzaville, Congo </aff>
      <aff id="aff3"><label>3</label> Pôle de Zoologie Médical, Institut Pasteur Institute de Dakar, Dakar, Senegal </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare no conflicts of interest regarding the publication of this paper.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>26</day>
        <month>11</month>
        <year>2025</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>11</month>
        <year>2025</year>
      </pub-date>
      <volume>14</volume>
      <issue>01</issue>
      <fpage>51</fpage>
      <lpage>71</lpage>
      <history>
        <date date-type="received">
          <day>09</day>
          <month>07</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>03</day>
          <month>01</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>06</day>
          <month>01</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2026 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/ae.2026.141004">https://doi.org/10.4236/ae.2026.141004</self-uri>
      <abstract>
        <p>Vector control against malaria in Congo is mainly achieved through the use of long-lasting insecticide treated nets (LLINs). However, the encouraging results achieved through the use of LLINs are threatened by the proven resistance of <italic>Anopheles gambiae</italic> s.l. to pyrethroids. The aim of this study was to assess the sensitivity of <italic>Anopheles gambiae s.l.</italic> to DDT and pyrethroids, and to identify the kdr mutation and the enzymes involved in the resistance to these insecticides. Two methods were used to collect <italic>Anopheles</italic> from 2016 to 2018, 2 methods were used: collection by dipping of larvae and collection of resting females. Susceptibility testing was performed according to the WHO protocol with unfed females aged 2 - 5 days old. The insecticides used were: DDT 4%, permethrin 0.75%, deltamethrin (0.05% and 0.5%) and lambda-cyhalothrin 0.05%. The synergist piperonyl butoxide (PBO) was used to identify the enzymes involved in resistance. Polymerase chain reaction was used to identify anopheline species and kdr mutations. The tests were performed at room temperature and relative humidity of 25˚C ± 2˚C and 70% ± 10% RH respectively. Susceptibility tests showed high resistance of Anopheles to DDT and pyrethroids. Two species belonging to the <italic>Anopheles gambiae s.l.</italic> complex were identified: <italic>An. gambiae</italic> (91.4%) and <italic>An. coluzzii</italic> (8.6%). The mechanism of resistance was attributed to the kdr (knockdown resistance) L1014F mutation which confers cross-resistance to DDT and pyrethroids with a frequency ranging from 0.68 to 0.86. Monooxygenase has been identified as the enzyme involved, as it is the main enzyme involved in metabolic resistance to pyrethroids. This resistance could compromise malaria control efforts based on the use of insecticide-treated nets. However, PBO incorporated into LLINs could be effective in managing the established resistance.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Malaria</kwd>
        <kwd>&lt;i&gt;Anopheles gambiae&lt;/i&gt;</kwd>
        <kwd>&lt;i&gt; Anopheles coluzzii&lt;/i&gt;</kwd>
        <kwd>Resistance</kwd>
        <kwd>Insecticides</kwd>
        <kwd>KDR Mutation</kwd>
        <kwd>Monooxygenase</kwd>
        <kwd>Congo</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Malaria is the most common parasitic disease in the world, despite all the efforts made to control and eliminate it. In 2023, 263 million cases of malaria were recorded worldwide, including 597,000 deaths [<xref ref-type="bibr" rid="B1">1</xref>].</p>
      <p>In the Republic of Congo, malaria is a real public health problem. In 2023, the number of malaria cases recorded in health facilities was 1,327,964 [<xref ref-type="bibr" rid="B2">2</xref>]. </p>
      <p>The two main methods of malaria vector control in Africa are long-lasting insecticide-treated mosquito nets (LLINs) and Indoor Residual Spraying (IRS) [<xref ref-type="bibr" rid="B3">3</xref>]. The use of LLINs alone prevented 69% of cases in sub-Saharan Africa [<xref ref-type="bibr" rid="B4">4</xref>]. </p>
      <p>In Congo in particular, LLINs are the main method of vector control. However, the major challenge of LLINs in malaria control is the spread of vector resistance to pyrethroids used to impregnate bed nets [<xref ref-type="bibr" rid="B5">5</xref>]. Entomological studies of resistance in <italic>Anopheles</italic><italic>gambiae</italic> s.l. species have demonstrated resistance to pyrethroids and DDT in many locations in the country [<xref ref-type="bibr" rid="B5">5</xref>]-[<xref ref-type="bibr" rid="B8">8</xref>]. In addition, resistance of <italic>An.</italic><italic>gambiae</italic> s.l. to pyrethroids and DDT has been reported in many other countries in Africa [<xref ref-type="bibr" rid="B9">9</xref>]-[<xref ref-type="bibr" rid="B13">13</xref>]. Globally, among the 88 countries that reported insecticide resistance data to WHO, the proportion attributable to pyrethroids and organochlorines was 87% and 82%, respectively [<xref ref-type="bibr" rid="B13">13</xref>].</p>
      <p>The main mechanisms identified are mutations of the target sites particularly those located at the level of voltage-gated sodium channels [<xref ref-type="bibr" rid="B14">14</xref>][<xref ref-type="bibr" rid="B15">15</xref>], and metabolic resistance involving detoxifying enzymes [<xref ref-type="bibr" rid="B16">16</xref>]. Indeed, a study conducted in 2009 in Boutoto and its surroundings in Congo, showed that DDT resistance was linked to the presence of the L1014F mutation, while pyrethroid resistance was due to monooxygenases and esterases [<xref ref-type="bibr" rid="B6">6</xref>]. This mutation is particularly prevalent in Central Africa, in countries such as Gabon, DRC, Central Africa, Cameroon and Angola, to name but a few. It is in this context that only this mutation has been identified in this study. Resistance to pyrethroids is a worrying phenomenon as it could compromise the effectiveness of LLINs, which is the main vector control strategy of the National Malaria Control Program (NMCP) in Congo. Therefore, in order to maintain the achievements and continue the use of LLINs, it seemed essential to have data on the level of sensitivity of vectors to insecticides. </p>
      <p>The objectives of the present study carried out in this context are to update the level of resistance to pyrethroids and DDT, to identify the species of the <italic>Anopheles</italic><italic>gambiae</italic> s.l. complex and the KDR mutation (L1014F) involved in the resistance to these insecticides and the metabolic mechanisms. </p>
    </sec>
    <sec id="sec2">
      <title>2. Material and Method</title>
      <sec id="sec2dot1">
        <title>2.1. Study Sites</title>
        <p>The study sites were the city of Brazzaville, the urban commune of Kintele and the village of Djoumouna as shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>. </p>
        <p>The city of Brazzaville (4˚15'S and 15˚16'E) is the political capital of the Republic of Congo. It is situated at an average altitude of 326 meters [<xref ref-type="bibr" rid="B17">17</xref>]. The climate is equatorial, with a dry season from June to September and a rainy season from October to May. The climatic parameters for the last 5 years (2015 to 2019) showed an average temperature of 26.08˚C and rainfall of 127.22 mm of water on average per month. The average maximum and minimum relative humidity were 89.57% and 55.63% respectively [<xref ref-type="bibr" rid="B18">18</xref>]. Brazzaville is irrigated by numerous rivers, including the Djoue, Djiri, Tsieme, Mfoa, Madoukou-tsekele, Mfilou and Kelekele. </p>
        <p>The vegetation of the city and its surroundings consists of forest and savanna. With its 9 districts, the city is home to more than half of the Congolese population. Studies carried out in Brazzaville have shown that species of the <italic>Anopheles</italic><italic>gambiae</italic> s.l. complex are mainly involved in malaria transmission [<xref ref-type="bibr" rid="B19">19</xref>]-[<xref ref-type="bibr" rid="B23">23</xref>]. Regarding the intensity of transmission, the study by Trape and Zoulani in 1989 showed that in the densely populated districts (Poto-Poto, Moungali and Ouenze), one person received an infectious bite every three years. It was also shown that in a recently urbanized district, such as Mfilou-Ngamaba in those years, one person received more than 100 infectious bites per year [<xref ref-type="bibr" rid="B21">21</xref>].</p>
        <p>Regarding the sensitivity of Anopheles to insecticides, studies conducted in the 1950s and 1960s had shown that <italic>An.</italic><italic>gambiae</italic> s.l. was resistant to organochlorines (DDT, HCH, dieldrin) and sensitive to malathion [<xref ref-type="bibr" rid="B20">20</xref>][<xref ref-type="bibr" rid="B23">23</xref>]. In 2014, Nianga Bikouta showed that vector populations were resistant to DDT and pyrethroids (deltamethrin, permethrin, and lambda-cyhalothrin), but susceptible to bendiocarb and malathion [<xref ref-type="bibr" rid="B22">22</xref>]. </p>
        <p>During the present study, larvae were collected from six (6) sites in Brazzaville: three (3) integrated with horticultural activities (The bled, Test garden and Mayanga) with breeding grounds consisting of wells dug in the ground and used as water reserves for watering vegetables, and one (1) considered as polluted (Make-lekele). Polluted and non-polluted breeding sites were distinguished by the presence of plastic and organic waste. Finally, three (3) consisted of puddles left over from the rainy season (Bacongo, Moungali and Madibou).</p>
        <p>The commune of Kintele is located 25 km north of Brazzaville (4˚9'0"S, 15˚20'32"E) with an average altitude of 201 m [<xref ref-type="bibr" rid="B24">24</xref>]. The population is estimated at 11,105 inhabitants. The economic activity of the municipality of Kintele is flourishing. There are 265 small and medium-sized commercial enterprises, 64 small and medium-sized industries, mainly specialized in construction, and 6 small state markets. The houses are made of cement bricks with corrugated iron roofs. These dwellings generally have gaps that allow many arthropods, including mosquitoes, to pass through. The relief consists of valleys, plains, hills and plateaus. The climate is tropical and humid. With two seasons, a rainy season from October to May and a dry season from June to September, the average annual rainfall is 1370 mm and the average temperature is 25.5˚C [<xref ref-type="bibr" rid="B25">25</xref>]. Kintele is irrigated by two rivers, the Djiri and the Blue Chatelet. The vegetation is mainly wooded savannah, sometimes with scrub, where manioc and pineapple are grown. Vegetables are grown on the banks of the Congo River [<xref ref-type="bibr" rid="B26">26</xref>]. A study of malaria transmission in 1987 showed that the <italic>An.</italic><italic>gambiae</italic> s.l. complex contained the main malaria vector species in Kintele [<xref ref-type="bibr" rid="B27">27</xref>]. </p>
        <fig id="fig1">
          <label>Figure 1</label>
          <graphic xlink:href="https://html.scirp.org/file/1270556-rId18.jpeg?20260106085555" />
        </fig>
        <p><bold>Figure 1.</bold> Map of Congo including Brazzaville, Kintele and Djoumouna (CERGEC, 2020).</p>
        <p>Djoumouna (4˚22'34"S, 15˚9'36"E) is a rural area located 25 km southeast of Brazzaville in the Pool department, with an average altitude of 217 m [<xref ref-type="bibr" rid="B28">28</xref>]. The population is estimated at 635 inhabitants. The main activities are agriculture, fish farming and cattle rearing. Djoumouna is located in an area of degraded secondary forest. The climate is similar to that of Brazzaville. The town is bordered by four rivers: the Lomba, the Kinkoue, the Loumbangala and the Djoumouna. These rivers supply water to a number of fish ponds. These ponds are permanent breeding grounds for the larvae proliferation of the Anopheles mosquito. In addition to these breeding sites, there are many other temporary breeding sites. Many studies were carried out in the village between the 1970s and 1990s [<xref ref-type="bibr" rid="B29">29</xref>]-[<xref ref-type="bibr" rid="B31">31</xref>]. These showed that species belonging to the <italic>An.</italic><italic>gambiae</italic> s.l. complex were the main vector species of malaria and that the intensity of malaria transmission was expressed as more than 1000 ft/h/a [<xref ref-type="bibr" rid="B32">32</xref>]. In terms of insecticide resistance, <italic>An.</italic><italic>gambiae</italic> s.l. was sensitive to deltamethrin [<xref ref-type="bibr" rid="B29">29</xref>].</p>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Mosquito Sampling</title>
        <p>Two sampling methods were used to obtain adults for susceptibility testing in the three study sites from May 2016 to December 2018. </p>
        <p>In the first method, Anopheles larvae were collected by the dipping method according to the WHO protocol [<xref ref-type="bibr" rid="B33">33</xref>]. The larval sites consisted of unpolluted sites (river backwaters, water pools, ruts and ditches), a site polluted by the presence of numerous plastic and organic wastes (a decorative fountain) and sites in market gardens. </p>
        <p>The mosquito larvae collected in the field were transferred to the insectarium of the National Institute for Research in Health Sciences (NIRHS), fed with fish food (Comipex<sup>®</sup>) and reared to adult stage. </p>
        <p>The second method was to collect resting females in the bedrooms. Susceptibility tests were carried out using first generation (F1) females from eggs collected from wild females. </p>
        <p>The female Anopheles used in the tests were identified morphologically identified as belonging to the <italic>An.</italic><italic>gambiae</italic> complex according to the key of Gillies and De Meillon 1968). </p>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Insecticide Sensitivity Tests</title>
        <p>Susceptibility testing was performed using susceptibility test kits and the WHO standard protocol for adults [<xref ref-type="bibr" rid="B16">16</xref>][<xref ref-type="bibr" rid="B34">34</xref>]. Testing was performed at an average room temperature and relative humidity of 25˚C ± 2˚C and 70% ± 10% RH, respectively. </p>
        <p>For each test series, 4 insecticide exposure tubes and 2 control tubes were monitored in two phases. In the first phase, 4 and 6 batches of 25 mosquitoes each were placed in non-insecticide-impregnated paper tubes and observed for one hour. Insecticide-impregnated papers were obtained through WHO/AFRO from its reference center (Vector Control Research Unit, Sains Malaysia University, Penang, Malaysia).</p>
        <p>Four insecticides belonging to two families were tested with pyrethroids including lambda-cyhalothrin (0.05%), deltamethrin (0.05% and 0.5%), permethrin (0.75%) and an organochlorine DDT (4%). The use of the 0.5% (10×) dose of deltamethrin made it possible to assess the intensity of resistance according to WHO criteria. These results were interpreted as an indicator of the selective force exerted on local populations, in comparison with the standard 0.05% test.</p>
        <p>In the second phase, mosquitoes were exposed to the insecticide in tubes with impregnated paper, while control mosquitoes were placed in tubes containing unimpregnated paper. During the 60 minutes exposure period, the knock-down effect was observed every 5 minutes from the 5th minute of exposure, and the number of knocked-out mosquitoes was recorded. At the end of the exposure period, females were transferred to observation tubes. Mortality was assessed 24 hours after exposure to the insecticide [<xref ref-type="bibr" rid="B16">16</xref>]. </p>
      </sec>
      <sec id="sec2dot4">
        <title>2.4. Bioassays with Synergists</title>
        <p>In order to assess the involvement of detoxifying enzymes in resistance to pyrethroids (deltamethrin), tests were conducted with 4% PBO (piperonyl butoxide), a monooxygenase inhibitor [<xref ref-type="bibr" rid="B16">16</xref>]. </p>
        <p>The PBO tests were conducted according to WHO protocols with four batches of 25 female <italic>An.</italic><italic>gambiae</italic><italic>s.l.</italic> aged 2 to 5 days. Two batches were pre-exposed for 1 hour to papers impregnated with 4% PBO, then immediately transferred to 0.05% deltamethrin papers for 1 hour of exposure. One batch was exposed only to 0.05% deltamethrin and a control batch was kept on untreated paper. Mortality was recorded 24 hours after exposure. Finally, 1 to 10 exposed Anopheles mosquitoes (survivors and dead) were stored individually in 1.5 ml Eppendorf tubes containing silica gel and cotton wool at −20˚C in order to identify the different species and the kdr mutation.</p>
        <p>These tests were limited to the Makelekelé site, chosen because of its high level of domestic pollution, which favors the selection of metabolic resistance mechanisms. This choice was justified by the desire to document the potential role of detoxifying enzymes in a context where resistance is particularly pronounced.</p>
      </sec>
      <sec id="sec2dot5">
        <title>2.5. Criteria for Validity of Susceptibility Testing</title>
        <p>The data collected were analyzed according to WHO criteria. The parameters measured were the knockdown times or the time required to knock down 50% (KD50) and 95% (KD95) of the specimens tested. The knockdown effect of the insecticide was assessed during the 1 h exposure period and mortality was assessed 24 h after the exposure period. Mortality was interpreted according to WHO criteria for determining susceptibility status [<xref ref-type="bibr" rid="B16">16</xref>].</p>
        <p>The susceptibility, probable resistance, and resistance status of the tested mosquitoes were evaluated according to the following criteria: a mortality rate ≥ 98% indicates that the tested population is susceptible; a mortality rate between 90% and 97% indicates the presence of probable resistance; and a mortality rate &lt; 90% corresponds to a population resistant to the insecticide used.</p>
        <p>For PBO tests to be valid, there must be no mortality in batches exposed to PBO alone. Second, the mortality rates of the PBO and then deltamethrin tests must be greater than the mortality rates of deltamethrin alone, according the criteria are the same as those for the tests with papers impregnated with insecticides by comparing the tests with PBO-insecticide and the tests with insecticides alone [<xref ref-type="bibr" rid="B16">16</xref>].</p>
      </sec>
      <sec id="sec2dot6">
        <title>2.6. DNA Extraction</title>
        <p>DNA was extracted from mosquitoes preserved with silica gel according to the protocol described by Morlais <italic>et</italic><italic>al.</italic>, (2004) [<xref ref-type="bibr" rid="B35">35</xref>]. The method involved grinding the legs and wings in 200 μl of 2% CTAB (Cetyl Trimethylammonium Bromide) in an Eppendorf tube. The tubes were then incubated for at least 5 minutes at 65˚C in a dry bath and then placed on ice for 3 minutes. To each tube, 200 μl of chloroform was then added. After manual agitation, the tubes were centrifuged at 12,000 rpm for 5 minutes. The supernatant from each tube was then pipetted into a new tube to which 200 μl of isopropanol was added. The new tubes were again centrifuged at 12,000 rpm for 15 minutes, then emptied and drained. The resulting pellet was washed with 200 μl of cold 70˚ ethanol and then the tubes centrifuged at 12,000 rpm for 5 minutes. The drained was then removed, drained and placed in a Speed-vac to dry the DNA pellet for 5 minutes. The resulting DNA was solubilized in 20 μl of bi-distilled water and stored at −20˚C until PCR testing.</p>
      </sec>
      <sec id="sec2dot7">
        <title>2.7. Identification of Species by PCR</title>
        <p>Molecular identification of species belonging to the <italic>An.</italic><italic>gambiae</italic> s.l. complex was performed according to the method developed by Wilkins <italic>et</italic><italic>al.</italic>, (2006) [<xref ref-type="bibr" rid="B36">36</xref>]. PCR was performed using Thermus aquaticus polymerase (Sigma, USA). The reaction volume was 12.5 μl with the following composition: 6.4 μl of water; 1.25 μl of 10X buffer; 1.25 μl of 2mM dNTP; 0.5 μl of each primer (UN, AR, ML, M1, and S1); 0.1 μl of Taq, 1 μl of DNA template. </p>
        <p>The reaction mixture was initially incubated at 94˚C for 5 minutes followed by 30 cycles of amplification at 94˚C for 30 seconds for denaturation to 58˚C for 30 seconds for hybridization and 72˚C for 30 seconds for extension, followed by final extension at 72˚C for 5 minutes.</p>
        <p>The size of the amplified DNA sequences was assessed after electrophoresis on a 2% agarose gel. The agarose gel was prepared by dissolving 2 g of agarose in 100 ml of 0.5X TBE buffer to which 5 μl of ethidium bromide (BET) was added. The gel was then migrated for 20 minutes, in a tank connected to 170 volts. Visualization was performed under UV light. The size of the bands obtained was estimated using a 1 kb scale; 221 bp for <italic>An.</italic><italic>gambiae</italic>, 333 bp for <italic>An.</italic><italic>coluzzii</italic> and 387 bp for <italic>An.</italic><italic>arabiensis</italic>.</p>
      </sec>
      <sec id="sec2dot8">
        <title>2.8. Detection of the KDR Mutation</title>
        <p>Detection of the Kdr mutation (L1014F) was performed according to the method developed by Huynh <italic>et</italic><italic>al.</italic>, (2007) [<xref ref-type="bibr" rid="B37">37</xref>]. The L1014F (Kdr-w) mutation was detected using IMP PCR primers. PCR was performed using Taq DNA polymerase. An 11.5 μl reaction mixture was prepared with the following composition: 3.95 μl of water; 2.5 μl buffer without MgCl2; 0.7 μl of 25 mM MgCl<sub>2</sub>; 1.25 μl of 2 mM dNTP; 0.5 μl of each primer (IPCF, ALTRev, WT and West); 0.1 μl of Go Taq; and 1 μl of DNA template. The reaction mixture was initially incubated at 95˚C for 5 minutes, followed by 35 cycles of amplification (95˚C for 30 seconds, 59˚C for 30 seconds, and 72˚C for 30 seconds), and a final extension at 72˚C for 5 minutes.</p>
        <p>The size of the amplified DNA sequences was assessed after electrophoresis on a 2% agarose gel. The agarose gel was prepared by dissolving 2 g of agarose in 100 ml of 0.5X TBE buffer to which 5 μl of ethidium bromide (BET) was added. Gel migration was performed for 20 min in a 170-volt connected vessel. The bands were visualized under UV light. The size of the bands obtained was estimated using a 1 kb scale; 156 bp for the resistant band, 214 bp for the susceptible band and 314 bp for the common band.</p>
      </sec>
      <sec id="sec2dot9">
        <title>2.9. Statistical Analysis of the Data</title>
        <p>Data for the present study were entered into a Microsoft Office Excel 365 file and analyzed using R software (version 8.4.1). Mortality rates were calculated for each location and study site, but also for anopheline species and insecticide type. For pyrethroids, the 50% and 95% knockdown times with their confidence intervals were determined using the log-time probit model of the Dose Effect Function package on XLSTAT 2020 software. Mortality rates were compared using Pearson’s or Fisher’s Chi2 tests or non-parametric Kruskal-Wallis and Mann-Whitney tests for numbers less than 5. The significance level of the tests was set at 0.05 (p value &lt; 0.05).</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <sec id="sec3dot1">
        <title>3.1. Sensitivity to Insecticides</title>
        <p>3.1.1. Knock-Down Effects</p>
        <p>The KD50 and KD95 times for DDT of <italic>An.</italic><italic>gambiae</italic> s.l. in 5 sites from 2016 to 2018 were not determined. </p>
        <p>KD50 knockdown times ranged from 10 to 60 min and KD95 ranged from 15 to 60 min in the 3 locations (<bold>Tables 1-5</bold>), mainly for deltamethrin. In Brazzaville, the KD50 knockdown time was between 30 and 60 min for deltamethrin 0.05% (<bold>Table 2</bold>). For DDT, lambda-cyhalothrin and permethrin, the knock-down times were indeterminate because they exceeded 60 min. In Djoumouna, the KD50 and KD95 knockdown times were calculated only for deltamethrin, which were 25 min and 45.5 min respectively. For deltamethrin 0.5% (10× diagnostic dose) the KD50 was 10 and 30 min and the KD95 was 10 and 40 min. </p>
        <p>The highest KD50 and KD95 knockdown times were recorded at the market garden site The bled, where they were 30 and 40 min respectively. At Kintele, these times were the lowest observed, being 10 min each. At Djoumouna, the KD50 and KD95 were 10 and 15 minutes respectively. For DDT, permethrin and lambda-cyhalothrin, the KD50 and KD95 knockdown times were not determined.</p>
        <p>Regarding the tests with the synergist PBO, the KD50 and KD95 knockdown times for deltamethrin alone were 33.3 and 51 min respectively. For the PBO + deltamethrin test, the KD50 and KD95 knockdown times were 23.3 and 33.3 min, respectively (<bold>Table 4</bold>). </p>
        <p>3.1.2. Mortality Rates</p>
        <p><xref ref-type="fig" rid="fig2">Figures 2-7</xref> show mortality rates (%) of <italic>An.</italic><italic>gambiae</italic> s.l. after 24 h exposure to insecticides. </p>
        <p><bold>Table 1.</bold> KD50 and KD95 times for deltamethrin with and without PBO in Makelekele in 2018.</p>
        <table-wrap id="tbl1">
          <label>Table 1</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Locality</bold>
                </td>
                <td>
                  <bold>KD</bold>
                </td>
                <td>
                  <bold>deltamethrin 0.05% only</bold>
                </td>
                <td>
                  <bold>PBO+ deltamethrin 0.05%</bold>
                </td>
              </tr>
              <tr>
                <td rowspan="3">Makelekele</td>
                <td>tested nomber</td>
                <td>75</td>
                <td>75</td>
              </tr>
              <tr>
                <td>KD50 (min)</td>
                <td>33.3(19.2 - 52.9)</td>
                <td>23.3(19.5 - 29.1)</td>
              </tr>
              <tr>
                <td>KD95 (min)</td>
                <td>61(59.7 - 64.1)</td>
                <td>33.3(28.7 - 38.2)</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p><bold>Table 2.</bold> KD50 and KD95 times for DDT 4%, deltamethrin 0.05%, deltamethrin 0.5%, lambdacyhalothrin 0.05% and permethrin 0.75% for <italic>An.</italic><italic>gambiae</italic><italic>s.l.</italic> in the 5 sites from 2016 to 2018. </p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Insecticide and diagnostic dos</bold>
                </td>
                <td>
                  <bold>Years</bold>
                </td>
                <td>
                  <bold>KD</bold>
                </td>
                <td>
                  <bold>Bacongo</bold>
                </td>
                <td>
                  <bold>Djoumouna</bold>
                </td>
                <td>
                  <bold>Madibou</bold>
                </td>
                <td>
                  <bold>Test garden</bold>
                </td>
                <td>
                  <bold>The bled</bold>
                </td>
                <td>
                  <bold>Makelekele</bold>
                </td>
                <td>
                  <bold>Kintele</bold>
                </td>
                <td>
                  <bold>Moungali</bold>
                </td>
                <td>
                  <bold>Mayanga</bold>
                </td>
              </tr>
              <tr>
                <td rowspan="9">DDT 4%</td>
                <td rowspan="3">2016</td>
                <td>Tested number</td>
                <td>75</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD50 (min)</td>
                <td>375(352.8 - 387.2)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD95 (min)</td>
                <td>712(709.2 - 734.2)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td rowspan="3">2017</td>
                <td>Tested number</td>
                <td>
                </td>
                <td>100</td>
                <td>100</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD50 (min)</td>
                <td>
                </td>
                <td>500(487.7 - 507.2)</td>
                <td>204.5(201.8 - 206.2)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD95 (min)</td>
                <td>
                </td>
                <td>950(937.5 - 952.2)</td>
                <td>388.6(376.8 - 390.8)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td rowspan="3">2018</td>
                <td>Tested number</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>100</td>
                <td>100</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD50 (min)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>865(853.1 - 876.2)</td>
                <td>754(747.8 - 759.2)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD95 (min)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>1352(1339.7 - 1354.2)</td>
                <td>1126(1117.8 - 1134.2)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td rowspan="9">Deltamethrin 0.05%</td>
                <td rowspan="3">2016</td>
                <td>Tested number</td>
                <td>75</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD50 (min)</td>
                <td>30(29.5 - 30.7)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD95 (min)</td>
                <td>60(59.9 - 62.5)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td rowspan="3">2017</td>
                <td>Tested number</td>
                <td>
                </td>
                <td>
                </td>
                <td>75</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>100</td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD50 (min)</td>
                <td>
                </td>
                <td>
                </td>
                <td>30(27.7 - 32.3)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>23.9(21.5 - 26.3)</td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD95 (min)</td>
                <td>
                </td>
                <td>
                </td>
                <td>60(57.8 - 62.2)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>37.1(34.5 - 39.4)</td>
                <td>
                </td>
              </tr>
              <tr>
                <td rowspan="3">2018</td>
                <td>Tested number</td>
                <td>
                </td>
                <td>100</td>
                <td>
                </td>
                <td>
                </td>
                <td>100</td>
                <td>100</td>
                <td>
                </td>
                <td>
                </td>
                <td>100</td>
              </tr>
              <tr>
                <td>KD50 (min)</td>
                <td>
                </td>
                <td>25(19.2 - 30.8)</td>
                <td>
                </td>
                <td>
                </td>
                <td>59(58.6 - 65.2)</td>
                <td>30(27.7 - 32.3)</td>
                <td>
                </td>
                <td>
                </td>
                <td>52(49.8 - 54.2)</td>
              </tr>
              <tr>
                <td>KD95 (min)</td>
                <td>
                </td>
                <td>45.5(44.9 - 50.6)</td>
                <td>
                </td>
                <td>
                </td>
                <td>96.2(93.8 - 98.1)</td>
                <td>40(37.7 - 42.3)</td>
                <td>
                </td>
                <td>
                </td>
                <td>91.9(89.8 - 94.1)</td>
              </tr>
              <tr>
                <td rowspan="3">Deltamethrin 0.5%</td>
                <td rowspan="3">2018</td>
                <td>tested nomber</td>
                <td>
                </td>
                <td>100</td>
                <td>
                </td>
                <td>100</td>
                <td>100</td>
                <td>100</td>
                <td>75</td>
                <td>
                </td>
                <td>100</td>
              </tr>
              <tr>
                <td>KD50 (min)</td>
                <td>
                </td>
                <td>10(9.9 - 10.3)</td>
                <td>
                </td>
                <td>15(12.3 - 16.4)</td>
                <td>30(28.4 - 34.2)</td>
                <td>15(14.9 - 15.8)</td>
                <td>10(9.9 - 10.8)</td>
                <td>
                </td>
                <td>10(8.3 - 14.7)</td>
              </tr>
              <tr>
                <td>KD95 (min)</td>
                <td>
                </td>
                <td>15(14.7 - 15.8)</td>
                <td>
                </td>
                <td>21.3(19.5 - 24.5)</td>
                <td>40(37.2 - 43.9)</td>
                <td>21.7(16.2 - 30.9)</td>
                <td>10(9.9 - 10.8)</td>
                <td>
                </td>
                <td>18.8(14.9 - 22.3)</td>
              </tr>
              <tr>
                <td rowspan="12">lambdacyhalothrin 0.05%</td>
                <td rowspan="12">2018</td>
                <td>tested nomber</td>
                <td>
                </td>
                <td>100</td>
                <td>
                </td>
                <td>100</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD50 (min)</td>
                <td>
                </td>
                <td>76.9(74.7 - 79.1)</td>
                <td>
                </td>
                <td>71.4(69.2 - 73.6)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD95 (min)</td>
                <td>
                </td>
                <td>145(142.8 - 147.2)</td>
                <td>
                </td>
                <td>136(133.9 - 138.2)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>tested nomber</td>
                <td>
                </td>
                <td>0</td>
                <td>75</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD50 (min)</td>
                <td>
                </td>
                <td>
                </td>
                <td>30(29.5 - 30.7)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD95 (min)</td>
                <td>
                </td>
                <td>
                </td>
                <td>60(59.9 - 62.5)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>tested nomber</td>
                <td>75</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>100</td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD50 (min)</td>
                <td>170.4(168.2 - 172.6)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>24.9(22.5 - 27.2)</td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD95 (min)</td>
                <td>323.9(321.7 - 326.1)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>38.3(36.0 - 40.6)</td>
                <td>
                </td>
              </tr>
              <tr>
                <td>tested nomber</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>100</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD50 (min)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>429(426.8 - 431.2)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>KD95 (min)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>814(811.8 - 816.2)</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>KD50: time required to knock out 50% of mosquitoes; KD95: time required to knock out 95% of mosquitoes; min: minute. Susceptibility testing conducted in Bacongo and Madibou in 2016 showed that, resistance is not homogeneous within a locality.</p>
        <p><bold>Table 3.</bold> Mortality for DDT 4%, deltamethrin 0.05%, deltamethrin 0.5%, lambdacyhalothrin 0.05% and permethrin 0.75% for <italic>An.</italic><italic>gambiae</italic><italic>s.l.</italic> in the 5 sites from 2016 to 2018. </p>
        <table-wrap id="tbl3">
          <label>Table 3</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Sites</bold>
                </td>
                <td>
                  <bold>Year</bold>
                </td>
                <td>
                  <bold>Insecticide tested</bold>
                </td>
                <td>
                  <bold>Number of</bold>
                  <bold>females tested</bold>
                </td>
                <td>
                  <bold>Number of replicates (lots de 25)</bold>
                </td>
                <td>
                  <bold>Mortality (%)</bold>
                </td>
              </tr>
              <tr>
                <td>Bacongo</td>
                <td>2016</td>
                <td rowspan="5">DDT 4%</td>
                <td>75</td>
                <td>3</td>
                <td>12</td>
              </tr>
              <tr>
                <td>The garden</td>
                <td rowspan="2">2018</td>
                <td>100</td>
                <td>4</td>
                <td>37</td>
              </tr>
              <tr>
                <td>The Bled</td>
                <td>100</td>
                <td>4</td>
                <td>5</td>
              </tr>
              <tr>
                <td>Madibou</td>
                <td rowspan="2">2017</td>
                <td>100</td>
                <td>4</td>
                <td>41</td>
              </tr>
              <tr>
                <td>Djoumouna</td>
                <td>100</td>
                <td>4</td>
                <td>33</td>
              </tr>
              <tr>
                <td>Bacongo</td>
                <td rowspan="2">2016</td>
                <td rowspan="7">Deltamethrin 0.05%</td>
                <td>75</td>
                <td>3</td>
                <td>98.6</td>
              </tr>
              <tr>
                <td>Madibou</td>
                <td>100</td>
                <td>4</td>
                <td>98.6</td>
              </tr>
              <tr>
                <td>Moungali</td>
                <td>2017</td>
                <td>75</td>
                <td>3</td>
                <td>48</td>
              </tr>
              <tr>
                <td>Makelekele</td>
                <td rowspan="4">2018</td>
                <td>100</td>
                <td>4</td>
                <td>84</td>
              </tr>
              <tr>
                <td>The Bled</td>
                <td>100</td>
                <td>4</td>
                <td>59</td>
              </tr>
              <tr>
                <td>Mayanga</td>
                <td>100</td>
                <td>4</td>
                <td>50</td>
              </tr>
              <tr>
                <td>Djoumouna</td>
                <td>100</td>
                <td>4</td>
                <td>82</td>
              </tr>
              <tr>
                <td>Kintele</td>
                <td rowspan="5">2017</td>
                <td rowspan="5">Deltamethrin 0.05%</td>
                <td>75</td>
                <td>3</td>
                <td>100</td>
              </tr>
              <tr>
                <td>The Bled</td>
                <td>100</td>
                <td>4</td>
                <td>98</td>
              </tr>
              <tr>
                <td>Mayanga</td>
                <td>100</td>
                <td>4</td>
                <td>85</td>
              </tr>
              <tr>
                <td>Makelekele</td>
                <td>100</td>
                <td>4</td>
                <td>90</td>
              </tr>
              <tr>
                <td>Djoumouna</td>
                <td>100</td>
                <td>4</td>
                <td>100</td>
              </tr>
              <tr>
                <td rowspan="2">Makelekele</td>
                <td rowspan="2">2018</td>
                <td>Deltamethrin 0.05% only</td>
                <td>75</td>
                <td>3</td>
                <td>78.6</td>
              </tr>
              <tr>
                <td>Deltamethrin 0.05% and PBO</td>
                <td>75</td>
                <td>3</td>
                <td>98.6</td>
              </tr>
              <tr>
                <td>Madibou</td>
                <td>2016</td>
                <td rowspan="4">Permethrin 0.75%</td>
                <td>75</td>
                <td>3</td>
                <td>85.3</td>
              </tr>
              <tr>
                <td>Bacongo</td>
                <td rowspan="2">2017</td>
                <td>100</td>
                <td>4</td>
                <td>14</td>
              </tr>
              <tr>
                <td>Moungali</td>
                <td>75</td>
                <td>3</td>
                <td>73.3</td>
              </tr>
              <tr>
                <td>The garden</td>
                <td>2018</td>
                <td>100</td>
                <td>4</td>
                <td>1</td>
              </tr>
              <tr>
                <td>The garden</td>
                <td rowspan="2">2018</td>
                <td rowspan="2">Lambdacyalothrin 0.05%</td>
                <td>100</td>
                <td>4</td>
                <td>49</td>
              </tr>
              <tr>
                <td>Djoumouna</td>
                <td>100</td>
                <td>4</td>
                <td>29</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p><bold>Table 4.</bold> Frequencies of the kdr L1014F allele in survivors, deaths and controls of <italic>An.</italic><italic>gambiae</italic> and <italic>An.</italic><italic>coluzzii</italic> between 2016-2018.</p>
        <table-wrap id="tbl4">
          <label>Table 4</label>
          <table>
            <tbody>
              <tr>
                <td>
                </td>
                <td colspan="5">
                  <italic>
                    <bold>An.</bold>
                  </italic>
                  <italic>
                    <bold>gambiae</bold>
                  </italic>
                </td>
                <td colspan="5">
                  <italic>
                    <bold>An.</bold>
                  </italic>
                  <italic>
                    <bold>coluzzii</bold>
                  </italic>
                </td>
              </tr>
              <tr>
                <td>
                </td>
                <td>N</td>
                <td>
                  <bold>SS</bold>
                </td>
                <td>
                  <bold>RS</bold>
                </td>
                <td>
                  <bold>RR</bold>
                </td>
                <td>
                  <bold>F[R]</bold>
                </td>
                <td>
                  <bold>N</bold>
                </td>
                <td>
                  <bold>SS</bold>
                </td>
                <td>
                  <bold>RS</bold>
                </td>
                <td>
                  <bold>RR</bold>
                </td>
                <td>
                  <bold>F[R]</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Survivor</bold>
                </td>
                <td>81</td>
                <td>1</td>
                <td>42</td>
                <td>38</td>
                <td>0.73</td>
                <td>3</td>
                <td>0</td>
                <td>2</td>
                <td>1</td>
                <td>0.66</td>
              </tr>
              <tr>
                <td>
                  <bold>Death</bold>
                </td>
                <td>79</td>
                <td>3</td>
                <td>41</td>
                <td>35</td>
                <td>0.7</td>
                <td>8</td>
                <td>0</td>
                <td>4</td>
                <td>4</td>
                <td>0.75</td>
              </tr>
              <tr>
                <td>
                  <bold>Total</bold>
                </td>
                <td>
                  <bold>160</bold>
                </td>
                <td>
                  <bold>4</bold>
                </td>
                <td>
                  <bold>83</bold>
                </td>
                <td>
                  <bold>73</bold>
                </td>
                <td>
                  <bold>0.72</bold>
                </td>
                <td>
                  <bold>11</bold>
                </td>
                <td>
                  <bold>0</bold>
                </td>
                <td>
                  <bold>6</bold>
                </td>
                <td>
                  <bold>5</bold>
                </td>
                <td>
                  <bold>0.72</bold>
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>N: number tested; SS: sensitive; RS: resistant heterozygous; RR: homozygous resistant; F [R]: frequency of the allele.</p>
        <p><bold>Table 5.</bold> Frequencies of the kdr L1014F allele from <italic>An.</italic><italic>gambiae</italic> and <italic>An.</italic><italic>coluzzii</italic> in the 8 sites between 2016-2018.</p>
        <table-wrap id="tbl5">
          <label>Table 5</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Site</bold>
                </td>
                <td>
                  <bold>Species</bold>
                </td>
                <td>
                  <bold>N</bold>
                </td>
                <td>
                  <bold>SS</bold>
                </td>
                <td>
                  <bold>RS</bold>
                </td>
                <td>
                  <bold>RR</bold>
                </td>
                <td>
                  <bold>F[R]</bold>
                </td>
                <td>
                  <bold>P(HW)</bold>
                </td>
              </tr>
              <tr>
                <td rowspan="2">Bacongo</td>
                <td>
                  <italic>An.</italic>
                  <italic>gambiae</italic>
                </td>
                <td>27</td>
                <td>1</td>
                <td>17</td>
                <td>9</td>
                <td>0.7</td>
                <td>0.048</td>
              </tr>
              <tr>
                <td>
                  <italic>An.</italic>
                  <italic>coluzzii</italic>
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>1</td>
                <td>1</td>
                <td>--</td>
              </tr>
              <tr>
                <td rowspan="2">Makelekele</td>
                <td>
                  <italic>An.</italic>
                  <italic>gambiae</italic>
                </td>
                <td>31</td>
                <td>0</td>
                <td>16</td>
                <td>15</td>
                <td>0.7</td>
                <td>0.052</td>
              </tr>
              <tr>
                <td>
                  <italic>An.</italic>
                  <italic>coluzzii</italic>
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>1</td>
                <td>1</td>
                <td>--</td>
              </tr>
              <tr>
                <td rowspan="2">Test garden</td>
                <td>
                  <italic>An.</italic>
                  <italic>gambiae</italic>
                </td>
                <td>55</td>
                <td>0</td>
                <td>38</td>
                <td>17</td>
                <td>0.6</td>
                <td>&lt;0.001</td>
              </tr>
              <tr>
                <td>
                  <italic>An.</italic>
                  <italic>coluzzii</italic>
                </td>
                <td>3</td>
                <td>0</td>
                <td>0</td>
                <td>3</td>
                <td>1</td>
                <td>--</td>
              </tr>
              <tr>
                <td rowspan="2">The bled</td>
                <td>
                  <italic>An.</italic>
                  <italic>gambiae</italic>
                </td>
                <td>14</td>
                <td>0</td>
                <td>3</td>
                <td>11</td>
                <td>0.9</td>
                <td>0.653</td>
              </tr>
              <tr>
                <td>
                  <italic>An.</italic>
                  <italic>coluzzii</italic>
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>1</td>
                <td>1</td>
                <td>--</td>
              </tr>
              <tr>
                <td rowspan="2">Madibou</td>
                <td>
                  <italic>An.</italic>
                  <italic>gambiae</italic>
                </td>
                <td>13</td>
                <td>1</td>
                <td>2</td>
                <td>10</td>
                <td>0.8</td>
                <td>0.1402</td>
              </tr>
              <tr>
                <td>
                  <italic>An.</italic>
                  <italic>coluzzii</italic>
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>1</td>
                <td>1</td>
                <td>--</td>
              </tr>
              <tr>
                <td rowspan="2">Mayanga</td>
                <td>
                  <italic>An.</italic>
                  <italic>gambiae</italic>
                </td>
                <td>32</td>
                <td>3</td>
                <td>15</td>
                <td>14</td>
                <td>0.7</td>
                <td>0.7210</td>
              </tr>
              <tr>
                <td>
                  <italic>An.</italic>
                  <italic>coluzzii</italic>
                </td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
                <td>--</td>
              </tr>
              <tr>
                <td rowspan="2">Kintélé</td>
                <td>
                  <italic>An.</italic>
                  <italic>gambiae</italic>
                </td>
                <td>8</td>
                <td>0</td>
                <td>7</td>
                <td>1</td>
                <td>0.6</td>
                <td>0.0278</td>
              </tr>
              <tr>
                <td>
                  <italic>An.</italic>
                  <italic>coluzzii</italic>
                </td>
                <td>2</td>
                <td>0</td>
                <td>2</td>
                <td>0</td>
                <td>0.5</td>
                <td>--</td>
              </tr>
              <tr>
                <td rowspan="2">Djoumouna</td>
                <td>
                  <italic>An.</italic>
                  <italic>gambiae</italic>
                </td>
                <td>19</td>
                <td>0</td>
                <td>13</td>
                <td>6</td>
                <td>0.7</td>
                <td>0.0234</td>
              </tr>
              <tr>
                <td>
                  <italic>An.</italic>
                  <italic>coluzzii</italic>
                </td>
                <td>9</td>
                <td>0</td>
                <td>8</td>
                <td>1</td>
                <td>0.6</td>
                <td>--</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>N: number sampled; SS: sensitive; RS: resistant heterozygous; RR: homozygous resistant; F [R]: frequency of the allele; P (HW): P. value provided by the Hardy-Weinberg test.</p>
        <fig id="fig2">
          <label>Figure 2</label>
          <graphic xlink:href="https://html.scirp.org/file/1270556-rId19.jpeg?20260106085600" />
        </fig>
        <p><bold>Figure 2.</bold> Mortality to DDT 4% 24 hours after exposure of <italic>An. gambiae s.l.</italic> in 4 sites in Brazzaville and in Djoumouna between 2016 and 2018.</p>
        <fig id="fig3">
          <label>Figure 3</label>
          <graphic xlink:href="https://html.scirp.org/file/1270556-rId20.jpeg?20260106085600" />
        </fig>
        <p><bold>Figure 3.</bold> Mortality to 0.05% deltamethrin 24 hours after exposure <italic>of An. gambiae s.l.</italic> in 6 sites in Brazzaville and Djoumouna between 2016 and 2018.</p>
        <fig id="fig4">
          <label>Figure 4</label>
          <graphic xlink:href="https://html.scirp.org/file/1270556-rId21.jpeg?20260106085600" />
        </fig>
        <p><bold>Figure 4.</bold> Mortality to 0.5% deltamethrin 24 hours after exposure of <italic>An. gambiae s.l.</italic> in 4 sites in Brazzaville, in Kintele and in Djoumouna in 2017 and 2018.</p>
        <fig id="fig5">
          <label>Figure 5</label>
          <graphic xlink:href="https://html.scirp.org/file/1270556-rId22.jpeg?20260106085600" />
        </fig>
        <p><bold>Figure 5.</bold> Mortality of <italic>An. gambiae s.l</italic>. with deltamethrin 0.05% with or without PBO in Makelekele in 2018.</p>
        <fig id="fig6">
          <label>Figure 6</label>
          <graphic xlink:href="https://html.scirp.org/file/1270556-rId23.jpeg?20260106085600" />
        </fig>
        <p><bold>Figure 6.</bold> Mortality to lambdacyhalothrin 0.05% 24 hours after exposure of <italic>An. gambiae s.l.</italic> at the Test garden and Djoumouna 2018.</p>
        <fig id="fig7">
          <label>Figure 7</label>
          <graphic xlink:href="https://html.scirp.org/file/1270556-rId24.jpeg?20260106085600" />
        </fig>
        <p><bold>Figure 7.</bold> Mortality to permethrin 0.75% 24 hours after exposure of <italic>An. gambiae s.l.</italic> in 4 sites in Brazzaville between 2017 and 2018.</p>
        <p>Mortality rates for DDT were less than 50% and ranged from 48% to 98.6%. For deltamethrin 0.05%, the highest mortality rates were recorded in the Bacongo and Madibou districts in 2016. </p>
        <p>For deltamethrin 0.5%, the highest mortality rates (100%) were observed in the The bled neighborhood in Kintele and in Djoumouna. The lowest mortality rates (84% and 85%) were observed in the districts of Test garden and Mayanga. For permethrin 0.75%, mortality rates ranged from 1% to 85.3%, with the lowest (1%) was recorded in the Test Garden market garden area and the highest (85.3%) in Madibou. For lambda-cyhalothrin 0.05%, the lowest mortality rate (29%) was recorded in Djoumouna and the highest (49%) in Test garden. Statistical tests showed that there was a relationship between sensitivity to these insecticides and the collection site (p &lt; 0.001).</p>
        <p>Regarding the tests with PBO, there was a recovery of sensitivity to deltamethrin after the use of PBO. Statistical tests indicated a relationship between sensitivity to deltamethrin and the use of PBO at p = 0.0054. </p>
      </sec>
      <sec id="sec3dot2">
        <title>
          3.2. Identification of Species in the
          <italic>An.</italic>
          <italic>gambiae</italic>
          Complex
        </title>
        <p>Of the females tested for insecticide susceptibility, 244 females were sampled for species and kdr mutation identification. Two species were identified at the study sites, 223 <italic>An.</italic><italic>gambiae</italic> and 21 <italic>An.</italic><italic>coluzzii</italic>. </p>
        <p><italic>An.</italic><italic>gambiae</italic> was the main species identified in the three sites, with frequencies of 94.8%, 80% and 67.9% in Brazzaville, Kintele and Djoumouna, respectively.</p>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. Detection of the Kdr Mutation</title>
        <p>Of the 244 tested females tested, 239 carried the kdr L1014F mutation. Among the 223 <italic>An.</italic><italic>gambiae</italic> females, 218 carried the mutation and 5 were susceptible. In addition, all 21 <italic>An.</italic><italic>coluzzii</italic> carried the kdr L1014F mutation. The frequency of the kdr mutation varied between 0.5 and 1 in the three sites. In the Brazzaville sites, the frequency ranged from 0.6 to 1, in Kintele from 0.5 to 0.6 and in Djoumouna from 0.6 to 0.7 (<bold>Table 4</bold>). </p>
        <p>Comparison of kdr frequencies between surviving and dead <italic>An.</italic><italic>gambiae</italic> carrying the kdr mutation showed no difference between homozygous and heterozygous individuals. However, for <italic>An.</italic><italic>coluzzii</italic>, there was a statistically significant difference between surviving and dead individuals carrying the kdr mutation in the homozygous and heterozygous states (<bold>Table 5</bold>).</p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p>Molecular identification of the species of the <italic>Anopheles</italic><italic>gambiae</italic> s.l. complex showed that it consists of 2 species: <italic>An.</italic><italic>gambiae</italic> (91.4%) and <italic>An.</italic><italic>coluzzii</italic> (8.6%) in the three study sites. The presence of these species confirms the geographical distribution revealed in previous studies [<xref ref-type="bibr" rid="B38">38</xref>]. These results are similar to those obtained in 2009 by Koekemoer and al. (2011), who showed that the main species collected in the village of Boutoto and its surroundings in the Kouilou department of Congo was <italic>An.</italic><italic>gambiae</italic> (former molecular form S). Comparable results were obtained in Gabon and the Democratic Republic of Congo [<xref ref-type="bibr" rid="B39">39</xref>][<xref ref-type="bibr" rid="B40">40</xref>]. The predominance of <italic>An.</italic><italic>gambiae</italic> may be related to the nature of the larval sites encountered, which are temporary or permanent sunny sites without vegetation. Indeed, these larval sites are favorable for the development of this species [<xref ref-type="bibr" rid="B38">38</xref>][<xref ref-type="bibr" rid="B39">39</xref>][<xref ref-type="bibr" rid="B41">41</xref>][<xref ref-type="bibr" rid="B42">42</xref>]. </p>
      <p>The presence of <italic>An.</italic><italic>coluzzii</italic> would be linked to the existence of permanent larval sites such as, fish ponds in Djoumouna and market horticultural sites in Brazzaville as indicated in <xref ref-type="fig" rid="fig1">Figure 1</xref>; permanent sites are the preferred sites of this species whereas <italic>An.</italic><italic>gambiae</italic> develops preferentially in temporary larval sites such as ponds. <italic>An.</italic><italic>coluzzii</italic> was also collected in Kintele, and the presence of the above-mentioned sites in this commune cannot be excluded. </p>
      <p>Susceptibility testing showed that the females tested were resistant to DDT and pyrethroids. The only populations susceptible to deltamethrin in 2016 were those in the Bacongo and Madibou districts. These results corroborate those obtained by other authors who demonstrated resistance of <italic>An.</italic><italic>gambiae</italic> s.l. to DDT and pyrethroids in Pointe-Noire, Ouesso, Sibiti and Djambala [<xref ref-type="bibr" rid="B5">5</xref>][<xref ref-type="bibr" rid="B43">43</xref>]. </p>
      <p>Resistance of <italic>An.</italic><italic>gambiae</italic> s.l. to pyrethroids has also been reported in other African countries such as Angola [<xref ref-type="bibr" rid="B44">44</xref>], Cameroon [<xref ref-type="bibr" rid="B45">45</xref>], Gabon [<xref ref-type="bibr" rid="B39">39</xref>], Niger [<xref ref-type="bibr" rid="B46">46</xref>], Democratic Republic of Congo [<xref ref-type="bibr" rid="B47">47</xref>] and Senegal [<xref ref-type="bibr" rid="B13">13</xref>]. </p>
      <p>The resistance of <italic>An.</italic><italic>gambiae</italic> s.l. to these insecticides could be attributed to the widespread use of LLINs and the uncontrolled use of pyrethroids in agriculture (against crop pests) and public health (against disease vectors and mosquito nuisance). In fact, 2,481,563 LLIN were distributed nationally between 2011-2012 [<xref ref-type="bibr" rid="B48">48</xref>]. The insecticide used to impregnate these LLINs is deltamethrin. The widespread use of these LLINs may have exerted a selection pressure leading to the development of insecticide resistance to this family. Pyrethroid and DDT susceptibility studies conducted prior to LLINs distribution between 2002 and 2010 showed that populations were susceptible or declining in susceptibility at 5 out of 8 sites [<xref ref-type="bibr" rid="B5">5</xref>][<xref ref-type="bibr" rid="B6">6</xref>][<xref ref-type="bibr" rid="B43">43</xref>]. Studies conducted after the distribution of LLIN between 2013 and 2016 [<xref ref-type="bibr" rid="B5">5</xref>][<xref ref-type="bibr" rid="B7">7</xref>] showed that all populations tested were resistant to pyrethroids, similar to our study.</p>
      <p>Susceptibility testing conducted in Bacongo and Madibou in 2016 showed that resistance is not homogeneous within a site. It correlates with activities carried out in the study area, such as the use of pesticides in agriculture, the collection, storage and disposal of agricultural waste, insecticide the spraying of insecticides for culicidal pest control, the discharge of waste water and the dumping of waste in dumpsiteslandfills. These activities make it impossible to take a comprehensive view of resistance in a locality. Therefore, for effective vector control, it is essential to conduct susceptibility testing at different sites to obtain information essential for understanding resistance at the site and to develop appropriate control methods for each site. </p>
      <p>Studies in other countries have shown that the extensive use of LLINs has been a major factor in the development of pyrethroid resistance [<xref ref-type="bibr" rid="B49">49</xref>][<xref ref-type="bibr" rid="B50">50</xref>].</p>
      <p>In agriculture, pesticides, in particular pyrethroids (cypermethrin, alphacypermethrin and lambda-cyhalothrin), are used continuously to control pests. This use exerts a selective pressure on the <italic>Anopheles</italic> populations that develop in this environment. As a result, individuals carrying the resistance genes have a selective advantage. These insecticides are toxic to both the crop pests and the <italic>Anopheles</italic> larvae that develop in them. </p>
      <p>This is supported by mortality rates of less than 60% for DDT and pyrethroids (at diagnostic doses). For deltamethrin 0.5% (10x), mortality rates ranged from 84 to 100% in the market garden sites. This shows that there is significant selection pressure for the emergence or maintenance of resistance at these sites.</p>
      <p>These results are consistent with those obtained by other authors in Africa. Indeed, these authors have shown that the use of insecticides on farms and in the storage of agricultural commodities is one of the main factors in the development of resistance in <italic>An.</italic><italic>gambiae</italic> s.l. [<xref ref-type="bibr" rid="B8">8</xref>][<xref ref-type="bibr" rid="B51">51</xref>]-[<xref ref-type="bibr" rid="B55">55</xref>]. </p>
      <p>As DDT is no longer used in Congo [<xref ref-type="bibr" rid="B56">56</xref>], resistance to this insecticide is thought to be related either to the use of organochlorines in horticulture, or to cross-resistance with pyrethroids with which it shares the same target site [<xref ref-type="bibr" rid="B57">57</xref>], or to the persistent selection pressure exerted by this insecticide in the 1950s and 1960s in the context of malaria control [<xref ref-type="bibr" rid="B23">23</xref>]. </p>
      <p>In the context of this selective pressure, the use of aerosols (Baygon<sup>®</sup>, Total<sup>®</sup>, Premium<sup>®</sup>...) and insecticide sprays against disease vectors may also have contributed to the development of resistance. These sprays contain cypermethrin, imiprothrin, permethrin, tetramethrin and deltamethrin. </p>
      <p>The Kdr L1014F mutation, which confers resistance to pyrethroids, was detected in both <italic>An.</italic><italic>gambiae</italic> and <italic>An.</italic><italic>coluzzii</italic> at all sites studied. This mutation was initially described in Boutoto, where the L1014F and L1014S alleles coexisted [<xref ref-type="bibr" rid="B6">6</xref>]. It is widespread in Africa, particularly in Cameroon, Burkina Faso, Sierra Leone, and Benin [<xref ref-type="bibr" rid="B58">58</xref>]-[<xref ref-type="bibr" rid="B61">61</xref>]. However, during this study, the Kdr L1014F mutation was found indiscriminately in both dead and surviving mosquitoes, suggesting that it is only one of several resistance mechanisms involved.</p>
      <p>Tests using PBO confirmed the major contribution of metabolic mechanisms. In Côte d’Ivoire, Kouassi <italic>et</italic><italic>al.</italic> (2024) showed that pre-exposure to PBO significantly increases the mortality of <italic>An.</italic><italic>gambiae</italic><italic>s.l.</italic> exposed to deltamethrin, indicating the involvement of metabolic enzymes in resistance [<xref ref-type="bibr" rid="B62">62</xref>]. In Tanzania, Kabula <italic>et</italic><italic>al.</italic> (2024) reported that a national survey revealed complete or partial restoration of sensitivity in the majority of sites after pre-exposure to PBO [<xref ref-type="bibr" rid="B63">63</xref>]. Similarly, in Gabon, Boussougou-Sambe <italic>et</italic><italic>al.</italic> (2024) observed an almost complete restoration of sensitivity to deltamethrin in <italic>An.</italic><italic>gambiae</italic><italic>s.s.</italic>, confirming the key role of P450 monooxygenases and detoxification enzymes (esterases, GST) in resistance [<xref ref-type="bibr" rid="B10">10</xref>].</p>
      <p>These results confirm that pyrethroid resistance in Africa is based on a synergy between target and metabolic mechanisms. Kdr mutations, although important, appear to be complemented by overexpression of cytochrome P450 genes, notably CYP6M2, CYP6P3, CYP6P4, and CYP6P5 [<xref ref-type="bibr" rid="B63">63</xref>][<xref ref-type="bibr" rid="B64">64</xref>]. PBO inhibits these monooxygenases, insecticides (WHO, 2023). Thus, PBO-treated mosquito nets are a relevant operational option for countering oxidase-dominated resistance, as studies conducted in Tanzania and Gabon have also shown [<xref ref-type="bibr" rid="B10">10</xref>][<xref ref-type="bibr" rid="B63">63</xref>].</p>
      <p>Finally, it should be noted that this study was limited to the characterization of the Kdr L1014F gene, without analyzing other mutations such as L1014S or recent metabolic variants (e.g., E205D in CYP6P3). The future integration of these parameters, including the quantification of CYP450 overexpression (CYP6M2, CYP6P3, CYP6Z1) and cuticular genes (CYP4G16), will provide a more comprehensive and integrated view of resistance mechanisms in local Anopheles populations.</p>
    </sec>
    <sec id="sec5">
      <title>5. Conclusions</title>
      <p>During this study, species of the <italic>An.</italic><italic>gambiae</italic> s.l. complex were the main species collected. Two species belonging to this complex were identified: <italic>An.</italic><italic>gambiae</italic> and <italic>An.</italic><italic>coluzzii</italic>. The species tested were resistant to DDT and pyrethroids, with the exception of the Bacongo and Madibou sites in 2016. These results show that resistance can vary from one site to another, depending on the activities carried out there.</p>
      <p>This resistance could be due to the use of insecticides in public health, in agriculture and in the widespread use of LLINs. The KDR L1014F mutation and monooxygenase enzymes are involved in resistance to these insecticides. </p>
      <p>To ensure the effectiveness of insecticides against Anopheles, it is necessary to advocate for coordination between the Ministry of Health and other departments involved in the use of insecticides (agriculture, environment, trade, etc.). </p>
    </sec>
    <sec id="sec6">
      <title>Acknowledgements</title>
      <p>The authors would like to thank the administrative authorities of Brazzaville, Kintele and Djoumouna, the population and the farmers of the Brazzaville vegetable belt.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <title>References</title>
      <ref id="B1">
        <label>1.</label>
        <citation-alternatives>
          <mixed-citation publication-type="report">WHO (2024) Report malaria 2024. World Health Organization.</mixed-citation>
          <element-citation publication-type="report">
            <year>2024</year>
            <article-title>Report malaria 2024</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B2">
        <label>2.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">PNLP (2024) Papport d’activites du Programme National de Lutte contre le Paludisme (PNLP). Ministère de la Santé et de la Population.</mixed-citation>
          <element-citation publication-type="other">
            <year>2024</year>
            <article-title>Papport d’activites du Programme National de Lutte contre le Paludisme (PNLP)</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B3">
        <label>3.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">WHO (2012) Global Plan for Insecticide Resistance Management in Malaria Vectors.</mixed-citation>
          <element-citation publication-type="other">
            <year>2012</year>
            <article-title>Global Plan for Insecticide Resistance Management in Malaria Vectors</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B4">
        <label>4.</label>
        <citation-alternatives>
          <mixed-citation publication-type="web">OMS (2019) L’OMS donne une impulsion à la prévention du paludisme. https://www.who.int/fr/news-room/detail/24-04-2017-prevent-malaria---save-lives-who-push-for-prevention-on-world-malaria-day-25th-april</mixed-citation>
          <element-citation publication-type="web">
            <year>2019</year>
            <article-title>L’OMS donne une impulsion à la prévention du paludisme</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B5">
        <label>5.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">PNLP (2016) Rapport synthèse évaluation de la sensibilité des vecteurs du paludisme aux insecticides. Ministère de la santé et de la population.</mixed-citation>
          <element-citation publication-type="other">
            <year>2016</year>
            <article-title>Rapport synthèse évaluation de la sensibilité des vecteurs du paludisme aux insecticides</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B6">
        <label>6.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Koekemoer, L.L., Spillings, B.L., Christian, R.N., Lo, T.M., Kaiser, M.L., Norton, R.A.I., <italic>et al</italic>. (2011) Multiple Insecticide Resistance in <italic>Anopheles Gambiae</italic> (Diptera: Culicidae) from Pointe Noire, Republic of the Congo. <italic>Vector</italic>- <italic>Borne and Zoonotic Diseases</italic>, 11, 1193-1200. https://doi.org/10.1089/vbz.2010.0192 <pub-id pub-id-type="doi">10.1089/vbz.2010.0192</pub-id><pub-id pub-id-type="pmid">21417925</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1089/vbz.2010.0192">https://doi.org/10.1089/vbz.2010.0192</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Koekemoer, L.L.</string-name>
              <string-name>Spillings, B.L.</string-name>
              <string-name>Christian, R.N.</string-name>
              <string-name>Lo, T.M.</string-name>
              <string-name>Kaiser, M.L.</string-name>
              <string-name>Norton, R.A.I.</string-name>
              <string-name>Noire, R</string-name>
            </person-group>
            <year>2011</year>
            <article-title>Multiple Insecticide Resistance in Anopheles Gambiae (Diptera: Culicidae) from Pointe Noire, Republic of the Congo</article-title>
            <source>Vector-Borne and Zoonotic Diseases</source>
            <volume>11</volume>
            <pub-id pub-id-type="doi">10.1089/vbz.2010.0192</pub-id>
            <pub-id pub-id-type="pmid">21417925</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B7">
        <label>7.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Bitsindou, P. (2014) Assessment of the Susceptibility of Malaria Vectors to Insecticides in Some Localities of Congo (Brazzaville, Kinkala, Owando and Ewo). Ministère de la santé et de la population.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Bitsindou, P.</string-name>
              <string-name>Brazzaville, K</string-name>
            </person-group>
            <year>2014</year>
            <article-title>Assessment of the Susceptibility of Malaria Vectors to Insecticides in Some Localities of Congo (Brazzaville, Kinkala, Owando and Ewo)</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B8">
        <label>8.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Antonio-Nkondjio, C., Tene Fossog, B., Kopya, E., Poumachu, Y., Menze Djantio, B., Ndo, C., <italic>et al</italic>. (2015) Rapid Evolution of Pyrethroid Resistance Prevalence in <italic>Anopheles gambiae</italic>Populations from the Cities of Douala and Yaoundé (Cameroon). <italic>Malaria Journal</italic>, 14, Article No. 155. https://doi.org/10.1186/s12936-015-0675-6 <pub-id pub-id-type="doi">10.1186/s12936-015-0675-6</pub-id><pub-id pub-id-type="pmid">25879950</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12936-015-0675-6">https://doi.org/10.1186/s12936-015-0675-6</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Antonio-Nkondjio, C.</string-name>
              <string-name>Fossog, B.</string-name>
              <string-name>Kopya, E.</string-name>
              <string-name>Poumachu, Y.</string-name>
              <string-name>Djantio, B.</string-name>
              <string-name>Ndo, C.</string-name>
            </person-group>
            <year>2015</year>
            <article-title>Rapid Evolution of Pyrethroid Resistance Prevalence in Anopheles gambiae Populations from the Cities of Douala and Yaoundé (Cameroon)</article-title>
            <source>Malaria Journal</source>
            <volume>14</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s12936-015-0675-6</pub-id>
            <pub-id pub-id-type="pmid">25879950</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B9">
        <label>9.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Boussougou-Sambe, S.T., Ngossanga, B., Doumba-Ndalembouly, A.G., Boussougou, L.N., Woldearegai, T.G., Mougeni, F., <italic>et al</italic>. (2023) <italic>Anopheles gambiae</italic> s.s. Resistance to Pyrethroids and DDT in Semi-Urban and Rural Areas of the Moyen-Ogooué Province, Gabon. <italic>Malaria Journal</italic>, 22, Article No. 382. https://doi.org/10.1186/s12936-023-04820-y <pub-id pub-id-type="doi">10.1186/s12936-023-04820-y</pub-id><pub-id pub-id-type="pmid">38110952</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12936-023-04820-y">https://doi.org/10.1186/s12936-023-04820-y</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Boussougou-Sambe, S.T.</string-name>
              <string-name>Ngossanga, B.</string-name>
              <string-name>Doumba-Ndalembouly, A.G.</string-name>
              <string-name>Boussougou, L.N.</string-name>
              <string-name>Woldearegai, T.G.</string-name>
              <string-name>Mougeni, F.</string-name>
              <string-name>Province, G</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Anopheles gambiae s</article-title>
            <source>s. Resistance to Pyrethroids and DDT in Semi-Urban and Rural Areas of the Moyen-Ogooué Province</source>
            <volume>22</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s12936-023-04820-y</pub-id>
            <pub-id pub-id-type="pmid">38110952</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B10">
        <label>10.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Boussougou-Sambe, S.T., Djida, Y., Doumba-Ndalembouly, A.G., Ngossanga, B., Boussougou, L.N., Ambinintsoa, M.F., <italic>et al</italic>. (2024) Resistance of <italic>Anopheles gambiae</italic> s.s. against Commonly Used Insecticides and Implication of Cytochrome P450 Mono-oxygenase in Resistance to Pyrethroids in Lambaréné (Gabon). <italic>BMC Infectious Diseases</italic>, 24, Article No. 1221. https://doi.org/10.1186/s12879-024-10021-y <pub-id pub-id-type="doi">10.1186/s12879-024-10021-y</pub-id><pub-id pub-id-type="pmid">39478447</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12879-024-10021-y">https://doi.org/10.1186/s12879-024-10021-y</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Boussougou-Sambe, S.T.</string-name>
              <string-name>Djida, Y.</string-name>
              <string-name>Doumba-Ndalembouly, A.G.</string-name>
              <string-name>Ngossanga, B.</string-name>
              <string-name>Boussougou, L.N.</string-name>
              <string-name>Ambinintsoa, M.F.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Resistance of Anopheles gambiae s</article-title>
            <source>s. against Commonly Used Insecticides and Implication of Cytochrome P450 Mono-oxygenase in Resistance to Pyrethroids in Lambaréné (Gabon). BMC Infectious Diseases</source>
            <volume>24</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s12879-024-10021-y</pub-id>
            <pub-id pub-id-type="pmid">39478447</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B11">
        <label>11.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Chandre, F., Darriet, F., Manguin, S., Brengues, C., <italic>et al</italic>. (1999) Pyrethroid Cross Resistance Spectrum among Populations of <italic>Anopheles gambiae</italic> ss from Cote d’Ivoire. <italic>Journal</italic><italic>of</italic><italic>the</italic><italic>American</italic><italic>Mosquito</italic><italic>Control</italic><italic>Association</italic>, 15, 53‑59.</mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Chandre, F.</string-name>
              <string-name>Darriet, F.</string-name>
              <string-name>Manguin, S.</string-name>
              <string-name>Brengues, C.</string-name>
            </person-group>
            <year>1999</year>
            <article-title>Pyrethroid Cross Resistance Spectrum among Populations of Anopheles gambiae ss from Cote d’Ivoire</article-title>
            <source>Journal of the American Mosquito Control Association</source>
            <volume>15</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B12">
        <label>12.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Konaté, L., Diallo, M., Faye, O. and Dia, I. (2016) Patterns of Insecticide Resistance and Knock down Resistance (kdr) in Malaria Vectors <italic>An</italic>. <italic>arabiensis</italic>, <italic>An</italic>. <italic>coluzzii</italic> and <italic>An</italic>. <italic>gambiae</italic> from Sympatric Areas in Senegal. <italic>Parasites &amp; Vectors</italic>, 9, Article No. 71. https://doi.org/10.1186/s13071-016-1354-3 <pub-id pub-id-type="doi">10.1186/s13071-016-1354-3</pub-id><pub-id pub-id-type="pmid">26846990</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s13071-016-1354-3">https://doi.org/10.1186/s13071-016-1354-3</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Diallo, M.</string-name>
              <string-name>Faye, O.</string-name>
              <string-name>Dia, I.</string-name>
            </person-group>
            <year>2016</year>
            <article-title>Patterns of Insecticide Resistance and Knock down Resistance (kdr) in Malaria Vectors An</article-title>
            <source>arabiensis</source>
            <volume>9</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s13071-016-1354-3</pub-id>
            <pub-id pub-id-type="pmid">26846990</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B13">
        <label>13.</label>
        <citation-alternatives>
          <mixed-citation publication-type="report">WHO (2022) World Malaria Report 2022. World Health Organization.</mixed-citation>
          <element-citation publication-type="report">
            <year>2022</year>
            <article-title>World Malaria Report 2022</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B14">
        <label>14.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Martinez-Torres, D., Chandre, F., Williamson, M.S., Darriet, F., Bergé, J.B., Devonshire, A.L., <italic>et al</italic>. (1998) Molecular Characterization of Pyrethroid Knockdown Resistance (kdr) in the Major Malaria Vector <italic>A</italic><italic>nopheles</italic><italic>g</italic><italic>ambiae</italic> s.s. <italic>Insect Molecular Biology</italic>, 7, 179-184. https://doi.org/10.1046/j.1365-2583.1998.72062.x <pub-id pub-id-type="doi">10.1046/j.1365-2583.1998.72062.x</pub-id><pub-id pub-id-type="pmid">9535162</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1046/j.1365-2583.1998.72062.x">https://doi.org/10.1046/j.1365-2583.1998.72062.x</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Martinez-Torres, D.</string-name>
              <string-name>Chandre, F.</string-name>
              <string-name>Williamson, M.S.</string-name>
              <string-name>Darriet, F.</string-name>
              <string-name>Devonshire, A.L.</string-name>
            </person-group>
            <year>1998</year>
            <article-title>Molecular Characterization of Pyrethroid Knockdown Resistance (kdr) in the Major Malaria Vector Anopheles gambiae s</article-title>
            <source>s. Insect Molecular Biology</source>
            <volume>7</volume>
            <pub-id pub-id-type="doi">10.1046/j.1365-2583.1998.72062.x</pub-id>
            <pub-id pub-id-type="pmid">9535162</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B15">
        <label>15.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Ranson, H., Jensen, B., Vulule, J.M., Wang, X., Hemingway, J. and Collins, F.H. (2000) Identification of a Point Mutation in the Voltage-Gated Sodium Channel Gene of Kenyan <italic>A</italic><italic>nopheles</italic><italic>g</italic><italic>ambiae</italic> Associated with Resistance to DDT and Pyrethroids. <italic>Insect Mol</italic><italic>ecular Biology</italic>, 9, 491-497. https://doi.org/10.1046/j.1365-2583.2000.00209.x <pub-id pub-id-type="doi">10.1046/j.1365-2583.2000.00209.x</pub-id><pub-id pub-id-type="pmid">11029667</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1046/j.1365-2583.2000.00209.x">https://doi.org/10.1046/j.1365-2583.2000.00209.x</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Ranson, H.</string-name>
              <string-name>Jensen, B.</string-name>
              <string-name>Vulule, J.M.</string-name>
              <string-name>Wang, X.</string-name>
              <string-name>Hemingway, J.</string-name>
              <string-name>Collins, F.H.</string-name>
            </person-group>
            <year>2000</year>
            <article-title>Identification of a Point Mutation in the Voltage-Gated Sodium Channel Gene of Kenyan Anopheles gambiae Associated with Resistance to DDT and Pyrethroids</article-title>
            <source>Insect Molecular Biology</source>
            <volume>9</volume>
            <pub-id pub-id-type="doi">10.1046/j.1365-2583.2000.00209.x</pub-id>
            <pub-id pub-id-type="pmid">11029667</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B16">
        <label>16.</label>
        <citation-alternatives>
          <mixed-citation publication-type="confproc">OMS (2017) Procédures pour tester la résistance aux insecticides chez les moustiques vecteurs du paludisme.</mixed-citation>
          <element-citation publication-type="confproc">
            <year>2017</year>
            <article-title>Procédures pour tester la résistance aux insecticides chez les moustiques vecteurs du paludisme</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B17">
        <label>17.</label>
        <citation-alternatives>
          <mixed-citation publication-type="web">(2020) Carte Topographique. Brazzaville. https://fr-lu.topographic-map.com/map-31m818/Brazzaville</mixed-citation>
          <element-citation publication-type="web">
            <year>2020</year>
            <article-title>Carte Topographique</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B18">
        <label>18.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">MTACMM (2020) Données météorologiques de Brazzaville de 2015 à 2019.</mixed-citation>
          <element-citation publication-type="other">
            <year>2020</year>
            <article-title>Données météorologiques de Brazzaville de 2015 à 2019</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B19">
        <label>19.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Maillot, L. (1953) Etude de l’infection palustre et de l’indice maxillaire chez Anopheles gambiae Giles à Brazzaville de décembre 1950 à février 1951. <italic>Bulletin</italic><italic>de</italic><italic>la</italic><italic>Société</italic><italic>de</italic><italic>Pathologie</italic><italic>exotique</italic>, 46, 839‑847.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Maillot, L.</string-name>
            </person-group>
            <year>1953</year>
            <article-title>Etude de l’infection palustre et de l’indice maxillaire chez Anopheles gambiae Giles à Brazzaville de décembre 1950 à février 1951</article-title>
            <source>Bulletin de la Société de Pathologie exotique</source>
            <volume>46</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B20">
        <label>20.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Merle, F. and Maillot, L. (1955) Campagnes de désinsectisation contre le paludisme à Brazzaville. <italic>Bulletin</italic><italic>de</italic><italic>la</italic><italic>Société</italic><italic>de</italic><italic>Pathologie</italic><italic>exotique</italic>, 48, 242‑269.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Merle, F.</string-name>
              <string-name>Maillot, L.</string-name>
            </person-group>
            <year>1955</year>
            <article-title>Campagnes de désinsectisation contre le paludisme à Brazzaville</article-title>
            <source>Bulletin de la Société de Pathologie exotique</source>
            <volume>48</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B21">
        <label>21.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Trape, J.F. (1989) Paludisme et urbanisation en Afrique centrale. In: <italic>Urbanisation</italic><italic>et</italic><italic>santé</italic><italic>dans</italic><italic>le</italic><italic>Tiers</italic><italic>Monde</italic>, L’Orstom, 177‑180.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Trape, J.F.</string-name>
              <string-name>Monde, L</string-name>
            </person-group>
            <year>1989</year>
            <article-title>Paludisme et urbanisation en Afrique centrale</article-title>
            <source>In: Urbanisation et santé dans le Tiers Monde</source>
            <volume>177</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B22">
        <label>22.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Nianga Bikouta, O.T. (2014) Evaluation de la faune culicidienne agressive nocturne et des indicateurs nécessaires au suivi de la lutte contre les vecteurs du paludisme à Madibou et à Moungali (Brazzaville). Marien Ngouabi, Brazzaville, Congo.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Bikouta, O.T.</string-name>
              <string-name>Ngouabi, B</string-name>
            </person-group>
            <year>2014</year>
            <article-title>Evaluation de la faune culicidienne agressive nocturne et des indicateurs nécessaires au suivi de la lutte contre les vecteurs du paludisme à Madibou et à Moungali (Brazzaville)</article-title>
            <source>Marien Ngouabi</source>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B23">
        <label>23.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Adam, J.P., Progent, A. and Demellier, M. (1964) Organisation actuelle et problèmes de la lutte antipaludique à Brazzaville (République du Congo): Étude de la sensibilité d’A. gambiae à divers insecticides. <italic>Médecine</italic><italic>Tropicale</italic>, 24, 437‑446.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Adam, J.P.</string-name>
              <string-name>Progent, A.</string-name>
              <string-name>Demellier, M.</string-name>
            </person-group>
            <year>1964</year>
            <article-title>Organisation actuelle et problèmes de la lutte antipaludique à Brazzaville (République du Congo): Étude de la sensibilité d’A</article-title>
            <source>gambiae à divers insecticides. Médecine Tropicale</source>
            <volume>24</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B24">
        <label>24.</label>
        <citation-alternatives>
          <mixed-citation publication-type="web">Mapcarta (2020) Kintélé Sports Complex. https://mapcarta.com/W330895866</mixed-citation>
          <element-citation publication-type="web">
            <year>2020</year>
            <article-title>Kintélé Sports Complex</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B25">
        <label>25.</label>
        <citation-alternatives>
          <mixed-citation publication-type="web">Climates to Travel (2026) Climate in Brazzaville (Congo). https://www.climatestotravel.com/climate/congo/brazzaville</mixed-citation>
          <element-citation publication-type="web">
            <year>2026</year>
            <article-title>Climate in Brazzaville (Congo)</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B26">
        <label>26.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Massamba, J.E. (2020) Carte de visite d’une commune en plein essor.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Massamba, J.E.</string-name>
            </person-group>
            <year>2020</year>
            <article-title>Carte de visite d’une commune en plein essor</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B27">
        <label>27.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Trape, J.F. (1987) Etudes sur le paludisme dans une zone de mosaïque forêt-savane d’Afrique Centrale, la région de Brazzaville: 2. Densités parasitaires. <italic>Bulletin</italic><italic>de</italic><italic>la</italic><italic>Société</italic><italic>de</italic><italic>Pathologie</italic><italic>exotique</italic>, 80, 520‑531.</mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Trape, J.F.</string-name>
            </person-group>
            <year>1987</year>
            <article-title>Etudes sur le paludisme dans une zone de mosaïque forêt-savane d’Afrique Centrale, la région de Brazzaville: 2</article-title>
            <source>Densités parasitaires. Bulletin de la Société de Pathologie exotique</source>
            <volume>80</volume>
            <fpage>2</fpage>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B28">
        <label>28.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">getamap (2017) Djoumouna Carte (Plan), Photos et la météo-(République du Congo).</mixed-citation>
          <element-citation publication-type="other">
            <year>2017</year>
            <article-title>Djoumouna Carte (Plan), Photos et la météo-(République du Congo)</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B29">
        <label>29.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Bitsindou, G.G.P. (1983) Impact des traitements insecticides (Deltamethrine) sur la transmission du paludisme et sa morbidité dans un village des environs de Brazzaville (Republique Populaire du Congo). Paris Sud, Centre d’Orsay, Paris.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Bitsindou, G.G.P.</string-name>
              <string-name>Sud, C</string-name>
              <string-name>Orsay, P</string-name>
            </person-group>
            <year>1983</year>
            <article-title>Impact des traitements insecticides (Deltamethrine) sur la transmission du paludisme et sa morbidité dans un village des environs de Brazzaville (Republique Populaire du Congo)</article-title>
            <source>Paris Sud</source>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B30">
        <label>30.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Carnevale, P. (1979) Le paludisme dans un village des environs de Brazzaville, République populaire du Congo. Paris-Sud centre d’Orsay.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Carnevale, P.</string-name>
              <string-name>Brazzaville, R</string-name>
            </person-group>
            <year>1979</year>
            <article-title>Le paludisme dans un village des environs de Brazzaville, République populaire du Congo</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B31">
        <label>31.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Zoulani, A., Carnevale, P. and Penchenier, L. (1994) Influence des moustiquaires imprégnées de deltaméthrine sur le cycle d’agressivité d’Anopheles gambiae à Djou-mouna, Congo. <italic>Annales de la Societe Belge de Medecine Tropicale</italic>, 74, 83‑91.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Zoulani, A.</string-name>
              <string-name>Carnevale, P.</string-name>
              <string-name>Penchenier, L.</string-name>
              <string-name>Djou-mouna, C</string-name>
            </person-group>
            <year>1994</year>
            <article-title>Influence des moustiquaires imprégnées de deltaméthrine sur le cycle d’agressivité d’Anopheles gambiae à Djou-mouna, Congo</article-title>
            <source>Annales de la Societe Belge de Medecine Tropicale</source>
            <volume>74</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B32">
        <label>32.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Carnevale, P., Bosseno, M.F., Zoulani, A., Michel, R. and Molez, J.F. (1985) La dyna-mique de la transmission du paludisme humain en zone de savane herbeuse et de forêt dégradée des environs nord et sud de Brazzaville RP du Congo. Cahiers-ORSTOM. <italic>Entomologie</italic><italic>médicale</italic><italic>et</italic><italic>parasitologie</italic>, 23, 95‑115.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Carnevale, P.</string-name>
              <string-name>Bosseno, M.F.</string-name>
              <string-name>Zoulani, A.</string-name>
              <string-name>Michel, R.</string-name>
              <string-name>Molez, J.F.</string-name>
            </person-group>
            <year>1985</year>
            <article-title>La dyna-mique de la transmission du paludisme humain en zone de savane herbeuse et de forêt dégradée des environs nord et sud de Brazzaville RP du Congo</article-title>
            <source>Cahiers-ORSTOM. Entomologie médicale et parasitologie</source>
            <volume>23</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B33">
        <label>33.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">OMS (2014) Guide entomologique du paludisme.</mixed-citation>
          <element-citation publication-type="other">
            <year>2014</year>
            <article-title>Guide entomologique du paludisme</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B34">
        <label>34.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">WHO (1998) Test Procedures for Insecticide Resistance Monitoring in Malaria Vectors, Bio-Efficacy and Persistence of Insecticides on Treated Surfaces.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Vectors, B</string-name>
            </person-group>
            <year>1998</year>
            <article-title>Test Procedures for Insecticide Resistance Monitoring in Malaria Vectors, Bio-Efficacy and Persistence of Insecticides on Treated Surfaces</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B35">
        <label>35.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Morlais, I., Ponçon, N., Simard, F., Cohuet, A. and Fontenille, D. (2004) Intraspecific Nucleotide Variation in <italic>Anopheles gambiae</italic>: New Insights into the Biology of Malaria Vectors. <italic>The American Journal of Tropical Medicine and Hygiene</italic>, 71, 795-802. https://doi.org/10.4269/ajtmh.2004.71.795 <pub-id pub-id-type="doi">10.4269/ajtmh.2004.71.795</pub-id><pub-id pub-id-type="pmid">15642974</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4269/ajtmh.2004.71.795">https://doi.org/10.4269/ajtmh.2004.71.795</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Morlais, I.</string-name>
              <string-name>Simard, F.</string-name>
              <string-name>Cohuet, A.</string-name>
              <string-name>Fontenille, D.</string-name>
            </person-group>
            <year>2004</year>
            <article-title>Intraspecific Nucleotide Variation in Anopheles gambiae: New Insights into the Biology of Malaria Vectors</article-title>
            <source>The American Journal of Tropical Medicine and Hygiene</source>
            <volume>71</volume>
            <pub-id pub-id-type="doi">10.4269/ajtmh.2004.71.795</pub-id>
            <pub-id pub-id-type="pmid">15642974</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B36">
        <label>36.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Wilkins, E.E., Howell, P.I. and Benedict, M.Q. (2006) IMP PCR Primers Detect Single Nucleotide Polymorphisms for Anopheles Gambiae Species Identification, Mopti and Savanna rDNA Types, and Resistance to Dieldrin in <italic>Anopheles arabiensis</italic>. <italic>Malaria Journal</italic>, 5, Article No. 125. https://doi.org/10.1186/1475-2875-5-125 <pub-id pub-id-type="doi">10.1186/1475-2875-5-125</pub-id><pub-id pub-id-type="pmid">17177993</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/1475-2875-5-125">https://doi.org/10.1186/1475-2875-5-125</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Wilkins, E.E.</string-name>
              <string-name>Howell, P.I.</string-name>
              <string-name>Benedict, M.Q.</string-name>
              <string-name>Identification, M</string-name>
            </person-group>
            <year>2006</year>
            <article-title>IMP PCR Primers Detect Single Nucleotide Polymorphisms for Anopheles Gambiae Species Identification, Mopti and Savanna rDNA Types, and Resistance to Dieldrin in Anopheles arabiensis</article-title>
            <source>Malaria Journal</source>
            <volume>5</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/1475-2875-5-125</pub-id>
            <pub-id pub-id-type="pmid">17177993</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B37">
        <label>37.</label>
        <citation-alternatives>
          <mixed-citation publication-type="confproc">Huynh, L.Y., Sandve, S.R., Hannan, L.M., Van Ert, M. and Gimnig, J.E. (2007) Fitness Costs of Pyrethroid Insecticide Resistance in <italic>Anopheles gambiae</italic>. <italic>Annual</italic><italic>Meeting</italic><italic>of</italic><italic>the</italic><italic>Society</italic><italic>for</italic><italic>the</italic><italic>Study</italic><italic>of</italic><italic>Evolution</italic>, Christchurch, 16-20 June 2007.</mixed-citation>
          <element-citation publication-type="confproc">
            <person-group person-group-type="author">
              <string-name>Huynh, L.Y.</string-name>
              <string-name>Sandve, S.R.</string-name>
              <string-name>Hannan, L.M.</string-name>
              <string-name>Ert, M.</string-name>
              <string-name>Gimnig, J.E.</string-name>
              <string-name>Evolution, C</string-name>
            </person-group>
            <year>2007</year>
            <article-title>Fitness Costs of Pyrethroid Insecticide Resistance in Anopheles gambiae</article-title>
            <source>Annual Meeting of the Society for the Study of Evolution</source>
            <volume>16</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B38">
        <label>38.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Wiebe, A., Longbottom, J., Gleave, K., Shearer, F.M., Sinka, M.E., Massey, N.C., <italic>et al</italic>. (2017) Geographical Distributions of African Malaria Vector Sibling Species and Evidence for Insecticide Resistance. <italic>Malaria Journal</italic>, 16, Article No. 85. https://doi.org/10.1186/s12936-017-1734-y <pub-id pub-id-type="doi">10.1186/s12936-017-1734-y</pub-id><pub-id pub-id-type="pmid">28219387</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12936-017-1734-y">https://doi.org/10.1186/s12936-017-1734-y</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Wiebe, A.</string-name>
              <string-name>Longbottom, J.</string-name>
              <string-name>Gleave, K.</string-name>
              <string-name>Shearer, F.M.</string-name>
              <string-name>Sinka, M.E.</string-name>
              <string-name>Massey, N.C.</string-name>
            </person-group>
            <year>2017</year>
            <article-title>Geographical Distributions of African Malaria Vector Sibling Species and Evidence for Insecticide Resistance</article-title>
            <source>Malaria Journal</source>
            <volume>16</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s12936-017-1734-y</pub-id>
            <pub-id pub-id-type="pmid">28219387</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B39">
        <label>39.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Koumba, A.A., Zinga-Koumba, C.R., Mintsa-Nguema, R., <italic>et al</italic>. (2018) Identification of the Knockdown Resistance (Kdr) Mutations in <italic>Anopheles gambiae</italic><italic>s</italic><italic>.</italic><italic>l</italic>. in the Mouila Area, South West Gabon. <italic>Journal</italic><italic>of</italic><italic>Entomology</italic><italic>and</italic><italic>Zoology</italic><italic>Studi</italic><italic>es</italic>, 6, 602‑607.</mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Koumba, A.A.</string-name>
              <string-name>Zinga-Koumba, C.R.</string-name>
              <string-name>Mintsa-Nguema, R.</string-name>
              <string-name>Area, S</string-name>
            </person-group>
            <year>2018</year>
            <article-title>Identification of the Knockdown Resistance (Kdr) Mutations in Anopheles gambiae s</article-title>
            <source>l. in the Mouila Area</source>
            <volume>6</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B40">
        <label>40.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Wat’senga, F., Manzambi, E.Z., Lunkula, A., Mulumbu, R., Mampangulu, T., Lobo, N., <italic>et al</italic>. (2018) Nationwide Insecticide Resistance Status and Biting Behaviour of Malaria Vector Species in the Democratic Republic of Congo. <italic>Malaria Journal</italic>, 17, Article No. 129. https://doi.org/10.1186/s12936-018-2285-6 <pub-id pub-id-type="doi">10.1186/s12936-018-2285-6</pub-id><pub-id pub-id-type="pmid">29580247</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12936-018-2285-6">https://doi.org/10.1186/s12936-018-2285-6</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Manzambi, E.Z.</string-name>
              <string-name>Lunkula, A.</string-name>
              <string-name>Mulumbu, R.</string-name>
              <string-name>Mampangulu, T.</string-name>
              <string-name>Lobo, N.</string-name>
            </person-group>
            <year>2018</year>
            <article-title>Nationwide Insecticide Resistance Status and Biting Behaviour of Malaria Vector Species in the Democratic Republic of Congo</article-title>
            <source>Malaria Journal</source>
            <volume>17</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s12936-018-2285-6</pub-id>
            <pub-id pub-id-type="pmid">29580247</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B41">
        <label>41.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Carnevale, P. and Robert, V. (2009) Les anophèles—Biologie, transmission du Plasmo-dium et lutte antivectorielle. IRD.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Carnevale, P.</string-name>
              <string-name>Robert, V.</string-name>
            </person-group>
            <year>2009</year>
            <article-title>Les anophèles—Biologie, transmission du Plasmo-dium et lutte antivectorielle</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B42">
        <label>42.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Coetzee, M., Hunt, R.H., Wilkerson, R., Torre, A.D., Coulibaly, M.B. and Besansky, N.J. (2013) Anopheles Coluzzii and Anopheles Amharicus, New Members of the <italic>Anopheles gambiae</italic> Complex. <italic>Zootaxa</italic>, 3619, 246-274. https://doi.org/10.11646/zootaxa.3619.3.2. <pub-id pub-id-type="doi">10.11646/zootaxa.3619.3.2</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.11646/zootaxa.3619.3.2">https://doi.org/10.11646/zootaxa.3619.3.2</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Coetzee, M.</string-name>
              <string-name>Hunt, R.H.</string-name>
              <string-name>Wilkerson, R.</string-name>
              <string-name>Torre, A.D.</string-name>
              <string-name>Coulibaly, M.B.</string-name>
              <string-name>Besansky, N.J.</string-name>
              <string-name>Amharicus, N</string-name>
            </person-group>
            <year>2013</year>
            <article-title>Anopheles Coluzzii and Anopheles Amharicus, New Members of the Anopheles gambiae Complex</article-title>
            <source>Zootaxa</source>
            <volume>3619</volume>
            <pub-id pub-id-type="doi">10.11646/zootaxa.3619.3.2</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B43">
        <label>43.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Motandi, I., Bitsindou, P. and Zoulani, A. (2003) Evaluation de la sensibilité d’ <italic>Anopheles g</italic><italic>ambiae</italic><italic>s</italic>. <italic>l</italic>. à trois pyréthrinoïdes et un organochloré dans sept chefs lieux départementaux du CONGO 2002-2003. Ministère de la santé et de la population, Brazzaville, Congo.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Motandi, I.</string-name>
              <string-name>Bitsindou, P.</string-name>
              <string-name>Zoulani, A.</string-name>
              <string-name>Brazzaville, C</string-name>
            </person-group>
            <year>2003</year>
            <article-title>Evaluation de la sensibilité d’Anopheles gambiae s</article-title>
            <source>l. à trois pyréthrinoïdes et un organochloré dans sept chefs lieux départementaux du CONGO 2002-2003. Ministère de la santé et de la population</source>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B44">
        <label>44.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Toto, J.C., Besnard, P., Le Mire, J., Almeida, D.S.I., Dos Santos, M.A., Fortes, F., <italic>et al</italic>. (2011) Premiers tests OMS d’évaluation de la sensibilité aux insecticides chez <italic>Anopheles gambiae</italic>et Culex quinquefasciatus à Lobito, Angola. <italic>Bulletin de la Société de pathologie exotique</italic>, 104, 307-312. https://doi.org/10.1007/s13149-010-0125-1 <pub-id pub-id-type="doi">10.1007/s13149-010-0125-1</pub-id><pub-id pub-id-type="pmid">21312081</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s13149-010-0125-1">https://doi.org/10.1007/s13149-010-0125-1</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Toto, J.C.</string-name>
              <string-name>Besnard, P.</string-name>
              <string-name>Mire, J.</string-name>
              <string-name>Almeida, D.S.I.</string-name>
              <string-name>Santos, M.A.</string-name>
              <string-name>Fortes, F.</string-name>
              <string-name>Lobito, A</string-name>
            </person-group>
            <year>2011</year>
            <article-title>Premiers tests OMS d’évaluation de la sensibilité aux insecticides chez Anopheles gambiae et Culex quinquefasciatus à Lobito, Angola</article-title>
            <source>Bulletin de la Société de pathologie exotique</source>
            <volume>104</volume>
            <pub-id pub-id-type="doi">10.1007/s13149-010-0125-1</pub-id>
            <pub-id pub-id-type="pmid">21312081</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B45">
        <label>45.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Antonio-Nkondjio, C., Fossog, B.T., Ndo, C., Djantio, B.M., Togouet, S.Z., Awono-Ambene, P., <italic>et</italic><italic>al</italic>. (2011) <italic>Anopheles gambiae</italic>Distribution and Insecticide Resistance in the Cities of Douala and Yaoundé (Cameroon): Influence of Urban Agriculture and Pollution. <italic>Malaria Journal</italic>, 10, Article No. 154. https://doi.org/10.1186/1475-2875-10-154 <pub-id pub-id-type="doi">10.1186/1475-2875-10-154</pub-id><pub-id pub-id-type="pmid">21651761</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/1475-2875-10-154">https://doi.org/10.1186/1475-2875-10-154</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Antonio-Nkondjio, C.</string-name>
              <string-name>Fossog, B.T.</string-name>
              <string-name>Ndo, C.</string-name>
              <string-name>Djantio, B.M.</string-name>
              <string-name>Togouet, S.Z.</string-name>
              <string-name>Awono-Ambene, P.</string-name>
            </person-group>
            <year>2011</year>
            <article-title>Anopheles gambiae Distribution and Insecticide Resistance in the Cities of Douala and Yaoundé (Cameroon): Influence of Urban Agriculture and Pollution</article-title>
            <source>Malaria Journal</source>
            <volume>10</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/1475-2875-10-154</pub-id>
            <pub-id pub-id-type="pmid">21651761</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B46">
        <label>46.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Soumaila, H., Idrissa, M., Akgobeto, M., Habi, G., Jackou, H., Sabiti, I., <italic>et al</italic>. (2017) Multiple Mechanisms of Resistance to Pyrethroids in <italic>Anopheles gambiae</italic><italic>s</italic>. <italic>l</italic>. Populations in Niger. <italic>Médecine et Maladies Infectieuses</italic>, 47, 415-423. https://doi.org/10.1016/j.medmal.2017.04.012 <pub-id pub-id-type="doi">10.1016/j.medmal.2017.04.012</pub-id><pub-id pub-id-type="pmid">28648613</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.medmal.2017.04.012">https://doi.org/10.1016/j.medmal.2017.04.012</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Soumaila, H.</string-name>
              <string-name>Idrissa, M.</string-name>
              <string-name>Akgobeto, M.</string-name>
              <string-name>Habi, G.</string-name>
              <string-name>Jackou, H.</string-name>
              <string-name>Sabiti, I.</string-name>
            </person-group>
            <year>2017</year>
            <article-title>Multiple Mechanisms of Resistance to Pyrethroids in Anopheles gambiae s</article-title>
            <source>l. Populations in Niger. Médecine et Maladies Infectieuses</source>
            <volume>47</volume>
            <pub-id pub-id-type="doi">10.1016/j.medmal.2017.04.012</pub-id>
            <pub-id pub-id-type="pmid">28648613</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B47">
        <label>47.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Wat’senga, F., Agossa, F., Manzambi, E.Z., Illombe, G., Mapangulu, T., Muyembe, T., <italic>et al</italic>. (2020) Intensity of Pyrethroid Resistance in <italic>Anopheles gambiae</italic> before and after a Mass Distribution of Insecticide-Treated Nets in Kinshasa and in 11 Provinces of the Democratic Republic of Congo. <italic>Malaria Journal</italic>, 19, Article No. 169. https://doi.org/10.1186/s12936-020-03240-6 <pub-id pub-id-type="doi">10.1186/s12936-020-03240-6</pub-id><pub-id pub-id-type="pmid">32354333</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12936-020-03240-6">https://doi.org/10.1186/s12936-020-03240-6</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Agossa, F.</string-name>
              <string-name>Manzambi, E.Z.</string-name>
              <string-name>Illombe, G.</string-name>
              <string-name>Mapangulu, T.</string-name>
              <string-name>Muyembe, T.</string-name>
            </person-group>
            <year>2020</year>
            <article-title>Intensity of Pyrethroid Resistance in Anopheles gambiae before and after a Mass Distribution of Insecticide-Treated Nets in Kinshasa and in 11 Provinces of the Democratic Republic of Congo</article-title>
            <source>Malaria Journal</source>
            <volume>19</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s12936-020-03240-6</pub-id>
            <pub-id pub-id-type="pmid">32354333</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B48">
        <label>48.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">PNLP (2012) Rapport Technique De la Campagne de Distribution Universelle de la Moustiquaire Imprégnée d’insecticide. Ministère de la santé et de la population, Brazzaville, Congo.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Brazzaville, C</string-name>
            </person-group>
            <year>2012</year>
            <article-title>Rapport Technique De la Campagne de Distribution Universelle de la Moustiquaire Imprégnée d’insecticide</article-title>
            <source>Ministère de la santé et de la population</source>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B49">
        <label>49.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Vezenegho, S.B., Brooke, B.D., Hunt, R.H., Coetzee, M. and Koekemoer, L.L. (2009) Malaria Vector Composition and Insecticide Susceptibility Status in Guinea Conakry, West Africa. <italic>Medical and Veterinary Entomology</italic>, 23, 326-334. https://doi.org/10.1111/j.1365-2915.2009.00840.x <pub-id pub-id-type="doi">10.1111/j.1365-2915.2009.00840.x</pub-id><pub-id pub-id-type="pmid">19941598</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1365-2915.2009.00840.x">https://doi.org/10.1111/j.1365-2915.2009.00840.x</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Vezenegho, S.B.</string-name>
              <string-name>Brooke, B.D.</string-name>
              <string-name>Hunt, R.H.</string-name>
              <string-name>Coetzee, M.</string-name>
              <string-name>Koekemoer, L.L.</string-name>
              <string-name>Conakry, W</string-name>
            </person-group>
            <year>2009</year>
            <article-title>Malaria Vector Composition and Insecticide Susceptibility Status in Guinea Conakry, West Africa</article-title>
            <source>Medical and Veterinary Entomology</source>
            <volume>23</volume>
            <pub-id pub-id-type="doi">10.1111/j.1365-2915.2009.00840.x</pub-id>
            <pub-id pub-id-type="pmid">19941598</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B50">
        <label>50.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Ngoagouni, C., Kamgang, B., Brengues, C., Yahouedo, G., Paupy, C., Nakouné, E., <italic>et al</italic>. (2016) Susceptibility Profile and Metabolic Mechanisms Involved in Aedes Aegypti and Aedes Albopictus Resistant to DDT and Deltamethrin in the Central African Republic. <italic>Parasites &amp; Vectors</italic>, 9, 1-13. https://doi.org/10.1186/s13071-016-1887-5 <pub-id pub-id-type="doi">10.1186/s13071-016-1887-5</pub-id><pub-id pub-id-type="pmid">27881148</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s13071-016-1887-5">https://doi.org/10.1186/s13071-016-1887-5</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Ngoagouni, C.</string-name>
              <string-name>Kamgang, B.</string-name>
              <string-name>Brengues, C.</string-name>
              <string-name>Yahouedo, G.</string-name>
              <string-name>Paupy, C.</string-name>
            </person-group>
            <year>2016</year>
            <article-title>Susceptibility Profile and Metabolic Mechanisms Involved in Aedes Aegypti and Aedes Albopictus Resistant to DDT and Deltamethrin in the Central African Republic</article-title>
            <source>Parasites &amp; Vectors</source>
            <volume>9</volume>
            <pub-id pub-id-type="doi">10.1186/s13071-016-1887-5</pub-id>
            <pub-id pub-id-type="pmid">27881148</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B51">
        <label>51.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Akogbeto, M.C., Djouaka, R. and Noukpo, H. (2005) Use of Agricultural Insecticides in Benin. <italic>Bulletin</italic><italic>de</italic><italic>la</italic><italic>Societe</italic><italic>de</italic><italic>pathologie</italic><italic>exotique</italic> (1990), 98, 400‑405.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Akogbeto, M.C.</string-name>
              <string-name>Djouaka, R.</string-name>
              <string-name>Noukpo, H.</string-name>
            </person-group>
            <year>2005</year>
            <article-title>Use of Agricultural Insecticides in Benin</article-title>
            <source>Bulletin de la Societe de pathologie exotique (1990)</source>
            <volume>98</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B52">
        <label>52.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Tia, E., Akogbeto, M., Koffi, A.A., <italic>et al</italic>. (2006) Situation de la résistance d’ <italic>Anopheles gambiae</italic> ss (Diptera: Culicidae) aux pyréthrinoïdes et au DDT dans cinq écosystèmes agricoles de Côte-d’Ivoire. <italic>Bulletin de la Societe de Pathologie Exotique</italic>, 99, 278‑282.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Tia, E.</string-name>
              <string-name>Akogbeto, M.</string-name>
              <string-name>Koffi, A.A.</string-name>
            </person-group>
            <year>2006</year>
            <article-title>Situation de la résistance d’Anopheles gambiae ss (Diptera: Culicidae) aux pyréthrinoïdes et au DDT dans cinq écosystèmes agricoles de Côte-d’Ivoire</article-title>
            <source>Bulletin de la Societe de Pathologie Exotique</source>
            <volume>99</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B53">
        <label>53.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Fane, M., Cissé, O., Traore, C.S.F. and Sabatier, P. (2012) <italic>Anopheles gambiae</italic> Resistance to Pyrethroid-Treated Nets in Cotton versus Rice Areas in Mali. <italic>Acta Tropica</italic>, 122, 1-6. https://doi.org/10.1016/j.actatropica.2011.11.013 <pub-id pub-id-type="doi">10.1016/j.actatropica.2011.11.013</pub-id><pub-id pub-id-type="pmid">22154879</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.actatropica.2011.11.013">https://doi.org/10.1016/j.actatropica.2011.11.013</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Fane, M.</string-name>
              <string-name>Traore, C.S.F.</string-name>
              <string-name>Sabatier, P.</string-name>
            </person-group>
            <year>2012</year>
            <article-title>Anopheles gambiae Resistance to Pyrethroid-Treated Nets in Cotton versus Rice Areas in Mali</article-title>
            <source>Acta Tropica</source>
            <volume>122</volume>
            <pub-id pub-id-type="doi">10.1016/j.actatropica.2011.11.013</pub-id>
            <pub-id pub-id-type="pmid">22154879</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B54">
        <label>54.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Philbert, A., Lyantagaye, S.L. and Nkwengulila, G. (2014) A Review of Agricultural Pesticides Use and the Selection for Resistance to Insecticides in Malaria Vectors. <italic>Advances in Entomology</italic>, 2, 120-128. https://doi.org/10.4236/ae.2014.23019 <pub-id pub-id-type="doi">10.4236/ae.2014.23019</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4236/ae.2014.23019">https://doi.org/10.4236/ae.2014.23019</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Philbert, A.</string-name>
              <string-name>Lyantagaye, S.L.</string-name>
              <string-name>Nkwengulila, G.</string-name>
            </person-group>
            <year>2014</year>
            <article-title>A Review of Agricultural Pesticides Use and the Selection for Resistance to Insecticides in Malaria Vectors</article-title>
            <source>Advances in Entomology</source>
            <volume>2</volume>
            <pub-id pub-id-type="doi">10.4236/ae.2014.23019</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B55">
        <label>55.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Hien, A.S., Soma, D.D., Hema, O., Bayili, B., Namountougou, M., Gnankiné, O., <italic>et al</italic>. (2017) Evidence That Agricultural Use of Pesticides Selects Pyrethroid Resistance within <italic>Anopheles gambiae s</italic>. <italic>l</italic>. Populations from Cotton Growing Areas in Burkina Faso, West Africa. <italic>PLOS ONE</italic>, 12, e0173098. https://doi.org/10.1371/journal.pone.0173098 <pub-id pub-id-type="doi">10.1371/journal.pone.0173098</pub-id><pub-id pub-id-type="pmid">28253316</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0173098">https://doi.org/10.1371/journal.pone.0173098</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Hien, A.S.</string-name>
              <string-name>Soma, D.D.</string-name>
              <string-name>Hema, O.</string-name>
              <string-name>Bayili, B.</string-name>
              <string-name>Namountougou, M.</string-name>
              <string-name>Faso, W</string-name>
            </person-group>
            <year>2017</year>
            <article-title>Evidence That Agricultural Use of Pesticides Selects Pyrethroid Resistance within Anopheles gambiae s</article-title>
            <source>l. Populations from Cotton Growing Areas in Burkina Faso</source>
            <volume>12</volume>
            <pub-id pub-id-type="doi">10.1371/journal.pone.0173098</pub-id>
            <pub-id pub-id-type="pmid">28253316</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B56">
        <label>56.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">MEFDDE (2017)Circulaire N˚0614/MEFDDE/CAB/DGE: Précisant les conditions de délivrance des autorisations relatives aux importations aux exportations, à la formulation, au commerce et à l’utilisation des produits chimiques à usage industriel.</mixed-citation>
          <element-citation publication-type="other">
            <year>2017</year>
            <article-title>Circulaire N˚0614/MEFDDE/CAB/DGE: Précisant les conditions de délivrance des autorisations relatives aux importations aux exportations, à la formulation, au commerce et à l’utilisation des produits chimiques à usage industriel</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B57">
        <label>57.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">CNEV (2014) Utilisation des insecticides et gestion de la résistance.</mixed-citation>
          <element-citation publication-type="other">
            <year>2014</year>
            <article-title>Utilisation des insecticides et gestion de la résistance</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B58">
        <label>58.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Mayi, M.P.A., Antonio-Nkondjio, C., Bamou, R., Damiani, C., Cappelli, A., Djiappi-Tchamen, B., <italic>et</italic><italic>al</italic>. (2024) First Detection of Kdr L1014F Allele in <italic>Anopheles</italic><italic>ziemanni</italic>and <italic>Anopheles pharoensis</italic> in Cameroon and Distribution of the Allele in Members of the <italic>Anopheles gambiae</italic>Complex. <italic>Parasites &amp; Vectors</italic>, 17, Article No. 363. https://doi.org/10.1186/s13071-024-06420-4 <pub-id pub-id-type="doi">10.1186/s13071-024-06420-4</pub-id><pub-id pub-id-type="pmid">39192348</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s13071-024-06420-4">https://doi.org/10.1186/s13071-024-06420-4</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Mayi, M.P.A.</string-name>
              <string-name>Antonio-Nkondjio, C.</string-name>
              <string-name>Bamou, R.</string-name>
              <string-name>Damiani, C.</string-name>
              <string-name>Cappelli, A.</string-name>
              <string-name>Djiappi-Tchamen, B.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>First Detection of Kdr L1014F Allele in Anopheles ziemanni and Anopheles pharoensis in Cameroon and Distribution of the Allele in Members of the Anopheles gambiae Complex</article-title>
            <source>Parasites &amp; Vectors</source>
            <volume>17</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s13071-024-06420-4</pub-id>
            <pub-id pub-id-type="pmid">39192348</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B59">
        <label>59.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Opondo, K.O., Alyko, E., Smith, S., Levine, R., Donnelly, J., Hughes, T., <italic>et al</italic>. (2025) Characterization of Insecticide Resistance Mechanisms in the <italic>Anopheles gambiae</italic>Population of Sierra Leone. <italic>Malaria Journal</italic>, 24, Article No. 80. https://doi.org/10.1186/s12936-025-05267-z <pub-id pub-id-type="doi">10.1186/s12936-025-05267-z</pub-id><pub-id pub-id-type="pmid">40082890</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12936-025-05267-z">https://doi.org/10.1186/s12936-025-05267-z</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Opondo, K.O.</string-name>
              <string-name>Alyko, E.</string-name>
              <string-name>Smith, S.</string-name>
              <string-name>Levine, R.</string-name>
              <string-name>Donnelly, J.</string-name>
              <string-name>Hughes, T.</string-name>
            </person-group>
            <year>2025</year>
            <article-title>Characterization of Insecticide Resistance Mechanisms in the Anopheles gambiae Population of Sierra Leone</article-title>
            <source>Malaria Journal</source>
            <volume>24</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s12936-025-05267-z</pub-id>
            <pub-id pub-id-type="pmid">40082890</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B60">
        <label>60.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Perugini, E., Pichler, V., Guelbeogo, W.M., Micocci, M., Poggi, C., Manzi, S., <italic>et al</italic>. (2024) Longitudinal Survey of Insecticide Resistance in a Village of Central Region of Burkina Faso Reveals Co-Occurrence of 1014F, 1014S and 402L Mutations in <italic>Anopheles coluzzii</italic>and <italic>Anopheles arabiensis</italic>. <italic>Malaria Journal</italic>, 23, Article No. 250. https://doi.org/10.1186/s12936-024-05069-9 <pub-id pub-id-type="doi">10.1186/s12936-024-05069-9</pub-id><pub-id pub-id-type="pmid">39164725</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12936-024-05069-9">https://doi.org/10.1186/s12936-024-05069-9</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Perugini, E.</string-name>
              <string-name>Pichler, V.</string-name>
              <string-name>Guelbeogo, W.M.</string-name>
              <string-name>Micocci, M.</string-name>
              <string-name>Poggi, C.</string-name>
              <string-name>Manzi, S.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Longitudinal Survey of Insecticide Resistance in a Village of Central Region of Burkina Faso Reveals Co-Occurrence of 1014F, 1014S and 402L Mutations in Anopheles coluzzii and Anopheles arabiensis</article-title>
            <source>Malaria Journal</source>
            <volume>23</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s12936-024-05069-9</pub-id>
            <pub-id pub-id-type="pmid">39164725</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B61">
        <label>61.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Yovogan, B., Djènontin, A., Akogbéto, M.C., Sovi, A., Adoha, C.J., Fassinou, A., <italic>et al</italic>. (2025) Impact of Dual Active Ingredients Long-Lasting Insecticidal Nets on the Genetic Structure of Insecticide Resistant Populations of <italic>Anopheles gambiae</italic> in Southern Benin. <italic>Malaria Journal</italic>, 24, Article No. 72. https://doi.org/10.1186/s12936-025-05308-7 <pub-id pub-id-type="doi">10.1186/s12936-025-05308-7</pub-id><pub-id pub-id-type="pmid">40033284</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12936-025-05308-7">https://doi.org/10.1186/s12936-025-05308-7</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Yovogan, B.</string-name>
              <string-name>Sovi, A.</string-name>
              <string-name>Adoha, C.J.</string-name>
              <string-name>Fassinou, A.</string-name>
            </person-group>
            <year>2025</year>
            <article-title>Impact of Dual Active Ingredients Long-Lasting Insecticidal Nets on the Genetic Structure of Insecticide Resistant Populations of Anopheles gambiae in Southern Benin</article-title>
            <source>Malaria Journal</source>
            <volume>24</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s12936-025-05308-7</pub-id>
            <pub-id pub-id-type="pmid">40033284</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B62">
        <label>62.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Chabi, J., Edi, C.V.A., Kouassi, B.L., Gbalegba, C.N.G., Kouassi, A.E., Kouame, J.K.I., <italic>et al</italic>. (2024) Level of Involvement of Four Selected Cytochrome P450s (CYPs) in Pyrethroid-Resistant <italic>Anopheles gambiae</italic> (s.s.) and <italic>Anopheles coluzzii</italic> across Côte d’Ivoire. <italic>Current Research in Parasitology &amp; Vector</italic>- <italic>Borne Diseases</italic>, 6, Article 100223. https://doi.org/10.1016/j.crpvbd.2024.100223 <pub-id pub-id-type="doi">10.1016/j.crpvbd.2024.100223</pub-id><pub-id pub-id-type="pmid">39624208</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.crpvbd.2024.100223">https://doi.org/10.1016/j.crpvbd.2024.100223</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Chabi, J.</string-name>
              <string-name>Edi, C.V.A.</string-name>
              <string-name>Kouassi, B.L.</string-name>
              <string-name>Gbalegba, C.N.G.</string-name>
              <string-name>Kouassi, A.E.</string-name>
              <string-name>Kouame, J.K.I.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Level of Involvement of Four Selected Cytochrome P450s (CYPs) in Pyrethroid-Resistant Anopheles gambiae (s</article-title>
            <source>s.) and Anopheles coluzzii across Côte d’Ivoire. Current Research in Parasitology &amp; Vector-Borne Diseases</source>
            <volume>6</volume>
            <elocation-id>100223</elocation-id>
            <pub-id pub-id-type="doi">10.1016/j.crpvbd.2024.100223</pub-id>
            <pub-id pub-id-type="pmid">39624208</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B63">
        <label>63.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Kabula, B., Mlacha, Y.P., Serbantez, N., Nhiga, S.L., Mkude, S., Kiware, S., <italic>et al</italic>. (2024) Pyrethroid-resistant Malaria Vector <italic>Anopheles gambiae</italic> Restored Susceptibility after Pre-Exposure to Piperonyl-Butoxide: Results from Country-Wide Insecticide Resistance Monitoring in Tanzania, 2023. <italic>Malaria Journal</italic>, 23, Article No. 395. https://doi.org/10.1186/s12936-024-05211-7 <pub-id pub-id-type="doi">10.1186/s12936-024-05211-7</pub-id><pub-id pub-id-type="pmid">39709444</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12936-024-05211-7">https://doi.org/10.1186/s12936-024-05211-7</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Kabula, B.</string-name>
              <string-name>Mlacha, Y.P.</string-name>
              <string-name>Serbantez, N.</string-name>
              <string-name>Nhiga, S.L.</string-name>
              <string-name>Mkude, S.</string-name>
              <string-name>Kiware, S.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Pyrethroid-resistant Malaria Vector Anopheles gambiae Restored Susceptibility after Pre-Exposure to Piperonyl-Butoxide: Results from Country-Wide Insecticide Resistance Monitoring in Tanzania, 2023</article-title>
            <source>Malaria Journal</source>
            <volume>23</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s12936-024-05211-7</pub-id>
            <pub-id pub-id-type="pmid">39709444</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B64">
        <label>64.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">WHO (2022) Manual for Monitoring Insecticide Resistance in Mosquito Vectors and Selecting Appropriate Interventions. World Health Organization.</mixed-citation>
          <element-citation publication-type="other">
            <year>2022</year>
            <article-title>Manual for Monitoring Insecticide Resistance in Mosquito Vectors and Selecting Appropriate Interventions</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
    </ref-list>
  </back>
</article>