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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">wjcd</journal-id>
      <journal-title-group>
        <journal-title>World Journal of Cardiovascular Diseases</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2164-5337</issn>
      <issn pub-type="ppub">2164-5329</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/wjcd.2026.169063</article-id>
      <article-id pub-id-type="publisher-id">wjcd-154088</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Medicine</subject>
          <subject>Healthcare</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Sociodemographic, Clinical, Paraclinical, Therapeutic and Evolutionary Profile of Heart Failure with Preserved Ejection Fraction (HFpEF) in an African Cardiology Setting</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Diaby</surname>
            <given-names>Fatoumata Traoré</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Akoto</surname>
            <given-names>Tanoh Micesse</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>N’goran</surname>
            <given-names>Yves Nda Kouakou</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Boka</surname>
            <given-names>Bénédicte Carine</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Kock</surname>
            <given-names>Angoran Ines</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Sara</surname>
            <given-names>Keita Massandjé</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Avoh</surname>
            <given-names>Ami Echua Manzan</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Daniogo</surname>
            <given-names>Mbe</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Camara</surname>
            <given-names>Zeinab</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Coulibaly</surname>
            <given-names>Iklo</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Abidjan Cardiology Institute, Abidjan, Ivory Coast </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare that they have no conflict of interest.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>07</day>
        <month>09</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>09</month>
        <year>2026</year>
      </pub-date>
      <volume>16</volume>
      <issue>09</issue>
      <fpage>682</fpage>
      <lpage>694</lpage>
      <history>
        <date date-type="received">
          <day>17</day>
          <month>07</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>19</day>
          <month>09</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>22</day>
          <month>09</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/wjcd.2026.169063">https://doi.org/10.4236/wjcd.2026.169063</self-uri>
      <abstract>
        <p><bold>Objective</bold><bold>:</bold> To study the clinical, paraclinical, evolutionary and therapeutic aspects of heart failure with preserved ejection fraction, as well as the factors associated with death, in order to contribute to the improvement of care. <bold>Method</bold><bold>:</bold> This was a retrospective, cross-sectional, and analytical study conducted over five years, from January 1, 2019, to December 31, 2023. It included patients aged 18 years and older with heart failure with preserved ejection fraction (HFpEF), diagnosed based on clinical, laboratory, and echocardiographic data. A total of 273 patients with HFpEF were included, representing a prevalence of 24% of heart failure patients in the internal medicine department of the ICA (Abidjan Cardiology Institute). Data were collected from medical records and recorded in a questionnaire. <bold>Results:</bold>Our study provided a detailed description of heart failure with preserved ejection fraction (HFpEF). The mean age of the patients was 54.89 ± 18.18 years, with a male predominance (59%). Patients were admitted in NYHA class IV (50%) and III (40%). The most frequently observed major risk factors were hypertension (61.9%), diabetes (19.05%), and obesity (11.72%). Heart failure was global (52%), left-sided (39%), and right-sided (7%), with acute renal failure (4.4%) and pneumonia (2.56%) as complications occurring during hospitalization. Cardiomegaly was noted in most patients on chest radiography. Atrial fibrillation, the most frequent electrocardiographic abnormality, was followed by left ventricular hypertrophy. The underlying heart disease was primarily hypertension (58.6%), followed by ischemic heart disease (9.52%). Comorbidities were mainly diabetes (7.3%), followed by coronary artery disease (6.96%). Treatment was exclusively medical, with the most frequently used medications being furosemide (79.89%), beta-blockers (56.7%), anticoagulants (50.1%), ACE inhibitors (49.8%), and gliflozins (2.2%). The outcome was favorable in the majority of patients, with a mortality rate of 9%. Factors associated with mortality related to HFpEF were the NYHA class and rhythm disturbances. <bold>Conclusion:</bold>In our series, Heart failure with preserved ejection fraction (HFpEF) increases with age and affects men more than women; it is often associated with hypertension and atrial fibrillation. Treatment options for HFpEF remain limited. Future prospective studies should lead to improvements in clinical and therapeutic approaches.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Heart Failure with Preserved Ejection Fraction</kwd>
        <kwd>Cardiovascular Risk Factors</kwd>
        <kwd>Factors Related to Mortality</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Heart failure is a disease that affects approximately 26 million people worldwide [<xref ref-type="bibr" rid="B1">1</xref>]. This condition is responsible for 17.5 million deaths annually, representing 31% of global mortality [<xref ref-type="bibr" rid="B2">2</xref>]; it constitutes a major public health problem worldwide [<xref ref-type="bibr" rid="B3">3</xref>].</p>
      <p>Heart failure is divided into three main types: heart failure with reduced ejection fraction (HFrEF), heart failure with moderate ejection fraction (HFmEF), and heart failure with preserved ejection fraction (HFpEF). In HFrEF, the left ventricular ejection fraction is less than 40%, in HFmEF it is between 41 and 49%, while in HFpEF it is greater than 50% [<xref ref-type="bibr" rid="B4">4</xref>].</p>
      <p>Heart failure with preserved ejection fraction (HFpEF) affects approximately 3 million people in the United States and 13 million worldwide [<xref ref-type="bibr" rid="B5">5</xref>].</p>
      <p>Studies conducted in sub-Saharan Africa have shown a growing incidence of this condition in the region. For example, a study in Cameroon found that HFpEF accounted for 10% of heart failure cases in a cardiology department in Yaoundé. Furthermore, a comparative study at the Abidjan Heart Institute showed that HFpEF was present in 25% of heart failure patients. These figures indicate that HFpEF is a growing public health problem in sub-Saharan Africa [<xref ref-type="bibr" rid="B6">6</xref>][<xref ref-type="bibr" rid="B7">7</xref>].</p>
      <p>HFpEF is associated with high morbidity and mortality, as well as a poor prognosis [<xref ref-type="bibr" rid="B5">5</xref>]. The prognosis of patients with HFpEF is influenced by several factors, including clinical and individual characteristics as well as associated complications [<xref ref-type="bibr" rid="B8">8</xref>].</p>
      <p>Predictors of mortality related to HFpEF vary worldwide. In Western countries, they are primarily hypertension, overweight, renal insufficiency, atrial fibrillation, tachycardia, loss of atrial systole, and cardiac arrhythmias [<xref ref-type="bibr" rid="B9">9</xref>][<xref ref-type="bibr" rid="B10">10</xref>]. In sub-Saharan Africa, poor clinical and paraclinical prognostic factors include delayed treatment, severe cardiac involvement, and significant comorbidities [<xref ref-type="bibr" rid="B10">10</xref>]. In Côte d’Ivoire, despite its increasing prevalence and significant impact on mortality, predictors of mortality related to HFpEF remain poorly understood.</p>
      <p>This study is justified by the need to address the lack of local information on predictive factors of mortality in patients with heart failure with preserved ejection fraction (HFpEF). Understanding the characteristics of patients treated at the Abidjan Cardiology Institute between 2019 and 2023 will allow for better targeting of medical interventions and the improvement of prevention and treatment strategies. By identifying specific risk factors, this study can contribute to reducing mortality and improving patients’ quality of life; hence our main objective: to study predictive factors of mortality in patients with HFpEF.</p>
      <p>A better understanding of these predictive factors will allow us to optimize the management of patients with HFpEF in order to reduce mortality.</p>
    </sec>
    <sec id="sec2">
      <title>2. Patients and Methods</title>
      <p>This was a retrospective cross-sectional analytical study of the records of patients hospitalized for heart failure in the medical department of the Abidjan Cardiology Institute between January 2019 and December 2023, a period of 60 months.</p>
      <p>We selected a total of 1137 patient records of individuals hospitalized for heart failure during the study period. Of these, 307 presented with heart failure, with 34 incomplete or unusable records, leaving 273 complete and usable records, resulting in a frequency of 273/1137, or 24%.</p>
      <p>The inclusion criteria were as follows. Patients aged 18 years and older with heart failure with preserved ejection fraction (HFpEF), defined according to the 2021 ESC guidelines as the presence of symptoms and/or physical signs of heart failure with a left ventricular ejection fraction (LVEF) ≥ 50% associated with an elevated NT-proBNP level above 220 pg/ml and also structural abnormalities (the presence of left atrial &gt; 34 ml/m<sup>2</sup> and/or left ventricular hypertrophy (LVH) and functional abnormalities (E/e ≥ 9 ; pulmonary arterial systolic pressure (PAPS)) &gt; 35 mmHg). </p>
      <p>Medical records of patients with heart failure and an LVEF &lt; 50% were excluded.</p>
      <p>The data were collected using a standardized survey form and univariate and multivariate analysis methods. The following factors were recorded: epidemiological (age, sex), clinical (cardiovascular risk factors, functional and physical signs, etiologies, comorbidities), paraclinical (electrocardiographic, echocardiographic, radiological and biological abnormalities), therapeutic (the fantastic 4), and evolutionary (mortality rate).</p>
      <p>Data entry and analysis were performed using Microsoft Word 2016 and Excel 2016. For data analysis, we used SPSS 20 and Microsoft Excel 2016. Qualitative variables are expressed as proportions and quantitative variables are expressed as measures of central tendency and dispersion.</p>
      <p>We also used univariate analysis methods to search for a statistically significant link between sociodemographic, clinical, paraclinical, therapeutic, and evolutionary variables and the occurrence of death.</p>
      <p>Variables that showed a statistically significant association with the occurrence of death were included in a multivariate regression model to control for confounding factors in order to identify predictors of mortality related to HFpEF. The significance level for the statistical tests was set at 0.05, with odds ratios (OR) calculated and a 95% confidence interval.</p>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <p>In our study, the predictive factors associated with mortality in heart failure with preserved ejection fraction (HFpEF) are: advanced NYHA stages and rhythm disturbances exacerbated by atrial fibrillation (<bold>Table 1</bold>).</p>
      <p><bold>Table 1.</bold>Synopsis of sociodemographic, clinical, paraclinical, therapeutic and evolutionary data.</p>
      <table-wrap id="tbl1">
        <label>Table 1</label>
        <table>
          <tbody>
            <tr>
              <td>
              </td>
              <td>Effective</td>
              <td>Percentage (%)</td>
            </tr>
            <tr>
              <td>
                <bold>Age</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>≤40 years old</td>
              <td>58</td>
              <td>21.15</td>
            </tr>
            <tr>
              <td>[40 - 60[</td>
              <td>116</td>
              <td>42.59</td>
            </tr>
            <tr>
              <td>≥60</td>
              <td>99</td>
              <td>36.26</td>
            </tr>
            <tr>
              <td>
                <bold>Sex</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Female</td>
              <td>112</td>
              <td>41</td>
            </tr>
            <tr>
              <td>Male</td>
              <td>161</td>
              <td>59</td>
            </tr>
            <tr>
              <td>
                <bold>Symptoms on admission</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Chest pain</td>
              <td>101</td>
              <td>37.00</td>
            </tr>
            <tr>
              <td>
                <bold>Dyspnea</bold>
              </td>
              <td>
                <bold>208</bold>
              </td>
              <td>
                <bold>76.19</bold>
              </td>
            </tr>
            <tr>
              <td>Fatigue</td>
              <td>7</td>
              <td>2.56</td>
            </tr>
            <tr>
              <td>OMI</td>
              <td>82</td>
              <td>30.04</td>
            </tr>
            <tr>
              <td>Palpitations</td>
              <td>51</td>
              <td>18.68</td>
            </tr>
            <tr>
              <td>
                <bold>cardiovascular risk factors</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Diabetes</td>
              <td>52</td>
              <td>19.05</td>
            </tr>
            <tr>
              <td>
                <bold>HTA</bold>
              </td>
              <td>
                <bold>169</bold>
              </td>
              <td>
                <bold>61.90</bold>
              </td>
            </tr>
            <tr>
              <td>Hypercholesterolemia</td>
              <td>20</td>
              <td>7.33</td>
            </tr>
            <tr>
              <td>Obesity</td>
              <td>32</td>
              <td>11.72</td>
            </tr>
            <tr>
              <td>Sedentary lifestyle</td>
              <td>13</td>
              <td>4.76</td>
            </tr>
            <tr>
              <td>Stress</td>
              <td>7</td>
              <td>2.56</td>
            </tr>
            <tr>
              <td>Smoking</td>
              <td>19</td>
              <td>6.96</td>
            </tr>
            <tr>
              <td>
                <bold>NYHA Stadium</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Step I</td>
              <td>4</td>
              <td>1.47</td>
            </tr>
            <tr>
              <td>Stage II</td>
              <td>24</td>
              <td>8.79</td>
            </tr>
            <tr>
              <td>Stage III</td>
              <td>109</td>
              <td>39.93</td>
            </tr>
            <tr>
              <td>Stage IV</td>
              <td>136</td>
              <td>49.82</td>
            </tr>
            <tr>
              <td>
                <bold>Type of heart failure</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Left Integrated Circuit</td>
              <td>99</td>
              <td>36.19</td>
            </tr>
            <tr>
              <td>OAP</td>
              <td>22</td>
              <td>8.12</td>
            </tr>
            <tr>
              <td>Intellectual property rights</td>
              <td>15</td>
              <td>5.33</td>
            </tr>
            <tr>
              <td>Global IC</td>
              <td>137</td>
              <td>50.36</td>
            </tr>
            <tr>
              <td>
                <bold>Comorbidities</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Coronary artery disease</td>
              <td>19</td>
              <td>6.96</td>
            </tr>
            <tr>
              <td>Atrial fibrillation</td>
              <td>13</td>
              <td>4.76</td>
            </tr>
            <tr>
              <td>Kidney failure</td>
              <td>16</td>
              <td>5.86</td>
            </tr>
            <tr>
              <td>COPD</td>
              <td>2</td>
              <td>0.73</td>
            </tr>
            <tr>
              <td>
                <bold>Diabetes</bold>
              </td>
              <td>
                <bold>20</bold>
              </td>
              <td>
                <bold>7.33</bold>
              </td>
            </tr>
            <tr>
              <td>Anemia</td>
              <td>13</td>
              <td>4.76</td>
            </tr>
            <tr>
              <td>Hyponatremia</td>
              <td>5</td>
              <td>1.83</td>
            </tr>
            <tr>
              <td>Hypokalemia</td>
              <td>4</td>
              <td>1.47</td>
            </tr>
            <tr>
              <td>Hyperkalemia</td>
              <td>3</td>
              <td>1.10</td>
            </tr>
            <tr>
              <td>Hyperleukocytosis</td>
              <td>3</td>
              <td>1.10</td>
            </tr>
            <tr>
              <td>Hypoglycemia</td>
              <td>1</td>
              <td>0.37</td>
            </tr>
            <tr>
              <td>
                <bold>Complications</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>IC refractory</td>
              <td>8</td>
              <td>2.93</td>
            </tr>
            <tr>
              <td>Sudden death</td>
              <td>1</td>
              <td>0.37</td>
            </tr>
            <tr>
              <td>Thromboembolic complications</td>
              <td>1</td>
              <td>0.37</td>
            </tr>
            <tr>
              <td>
                <bold>Rhythmic complications</bold>
              </td>
              <td>
                <bold>19</bold>
              </td>
              <td>
                <bold>6.96</bold>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Cardiothoracic Index</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Pupil</td>
              <td>246</td>
              <td>90</td>
            </tr>
            <tr>
              <td>Normal</td>
              <td>27</td>
              <td>10</td>
            </tr>
            <tr>
              <td>Electrocardiogram</td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>HVG</td>
              <td>79</td>
              <td>28.94</td>
            </tr>
            <tr>
              <td>HVD</td>
              <td>15</td>
              <td>5.49</td>
            </tr>
            <tr>
              <td>HAG</td>
              <td>19</td>
              <td>6.96</td>
            </tr>
            <tr>
              <td>HAD</td>
              <td>8</td>
              <td>2.93</td>
            </tr>
            <tr>
              <td>Heart rhythm disorders</td>
              <td>124</td>
              <td>45.42</td>
            </tr>
            <tr>
              <td>Conduction disorders</td>
              <td>35</td>
              <td>12.82</td>
            </tr>
            <tr>
              <td>
                <bold>transthoracic echocardiography</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>DTDVG (mm)</td>
              <td>48.15 ± 9.08</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>DTSVG (mm)</td>
              <td>33.40 ± 7.10</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>FEVG (%)</td>
              <td>58.30 ± 7.17</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
                VOG (ml/m
                <sup>2</sup>
                )
              </td>
              <td>35.65 ± 12.42</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>PAPS (mmHg)</td>
              <td>51.28 ± 25.74</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>E/É</td>
              <td>17.3 ± 4.15</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Treatment</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>ARA II</td>
              <td>34</td>
              <td>12.45</td>
            </tr>
            <tr>
              <td>Beta blocker</td>
              <td>155</td>
              <td>56.78</td>
            </tr>
            <tr>
              <td>Mineralocorticoid receptor antagonist</td>
              <td>42</td>
              <td>15.38</td>
            </tr>
            <tr>
              <td>IEC</td>
              <td>136</td>
              <td>49.82</td>
            </tr>
            <tr>
              <td>Diuretics</td>
              <td>199</td>
              <td>72.89</td>
            </tr>
            <tr>
              <td>Digital</td>
              <td>18</td>
              <td>6.59</td>
            </tr>
            <tr>
              <td>Anticoagulants</td>
              <td>137</td>
              <td>50.18</td>
            </tr>
            <tr>
              <td>Antiplatelet agents</td>
              <td>77</td>
              <td>28.21</td>
            </tr>
            <tr>
              <td>Antiarrhythmics</td>
              <td>38</td>
              <td>13.92</td>
            </tr>
            <tr>
              <td>Stations</td>
              <td>57</td>
              <td>20.88</td>
            </tr>
            <tr>
              <td>Nitrates</td>
              <td>27</td>
              <td>9.89</td>
            </tr>
            <tr>
              <td>Calcium channel blockers</td>
              <td>119</td>
              <td>43.59</td>
            </tr>
            <tr>
              <td>Sucabitril-valsartan</td>
              <td>3</td>
              <td>1.10</td>
            </tr>
            <tr>
              <td>Glifozines</td>
              <td>9</td>
              <td>3.30</td>
            </tr>
            <tr>
              <td>ARA II</td>
              <td>34</td>
              <td>12.45</td>
            </tr>
            <tr>
              <td>
                <bold>Length of hospital stay</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>≤7 days</td>
              <td>214</td>
              <td>78.29</td>
            </tr>
            <tr>
              <td>8 to 14 days</td>
              <td>40</td>
              <td>14.55</td>
            </tr>
            <tr>
              <td>15 - 21</td>
              <td>12</td>
              <td>4.30</td>
            </tr>
            <tr>
              <td>≥21 days</td>
              <td>7</td>
              <td>2.86</td>
            </tr>
            <tr>
              <td>
                <bold>Complications that</bold>
                <bold>occurred during hospitalization</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Acute renal failure</bold>
              </td>
              <td>
                <bold>12</bold>
              </td>
              <td>
                <bold>4.40</bold>
              </td>
            </tr>
            <tr>
              <td>Arrhythmias</td>
              <td>5</td>
              <td>1.83</td>
            </tr>
            <tr>
              <td>Anemia</td>
              <td>7</td>
              <td>2.56</td>
            </tr>
            <tr>
              <td>Hypokalemia</td>
              <td>3</td>
              <td>1.10</td>
            </tr>
            <tr>
              <td>Hyponatremia</td>
              <td>6</td>
              <td>2.20</td>
            </tr>
            <tr>
              <td>Pneumonia</td>
              <td>7</td>
              <td>2.56</td>
            </tr>
            <tr>
              <td>Thrombocytopenia</td>
              <td>1</td>
              <td>0.37</td>
            </tr>
            <tr>
              <td>Bronchopneumopathy</td>
              <td>1</td>
              <td>0.37</td>
            </tr>
            <tr>
              <td>Hepatic cytolysis</td>
              <td>1</td>
              <td>0.37</td>
            </tr>
            <tr>
              <td>
                <bold>Evolution</bold>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Life</td>
              <td>248</td>
              <td>91</td>
            </tr>
            <tr>
              <td>Deceased</td>
              <td>25</td>
              <td>9</td>
            </tr>
            <tr>
              <td>Rehospitalization</td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Readmitted to the hospital</td>
              <td>38</td>
              <td>14</td>
            </tr>
            <tr>
              <td>Not readmitted</td>
              <td>235</td>
              <td>86</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>The frequency of heart failure with preserved ejection fraction (HFpEF) was 24%, with a male predominance.</p>
      <p>Patients were admitted primarily for NYHA stage IV dyspnea and with global heart failure in most cases (52.38%).</p>
      <p>The etiology was dominated by hypertensive heart disease (58.61%), followed by ischemic heart disease (9.52%) (<bold>Table 2</bold>).</p>
      <p><bold>Table 2.</bold>Distribution of ICFEP patients according to etiology.</p>
      <table-wrap id="tbl2">
        <label>Table 2</label>
        <table>
          <tbody>
            <tr>
              <td>
                <bold>Etiologies</bold>
              </td>
              <td>
                <bold>Effective</bold>
              </td>
              <td>
                <bold>Percentage %</bold>
              </td>
            </tr>
            <tr>
              <td>Hypertensive heart disease</td>
              <td>160</td>
              <td>58.61%</td>
            </tr>
            <tr>
              <td>Ischemic heart disease</td>
              <td>26</td>
              <td>9.52%</td>
            </tr>
            <tr>
              <td>HTAP/CPC</td>
              <td>23</td>
              <td>8.42%</td>
            </tr>
            <tr>
              <td>CMH</td>
              <td>7</td>
              <td>2.56%</td>
            </tr>
            <tr>
              <td>Restrictive heart disease</td>
              <td>10</td>
              <td>3.66%</td>
            </tr>
            <tr>
              <td>Endocrine</td>
              <td>2</td>
              <td>0.73%</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>Several comorbidities were observed, primarily diabetes (7.33%), followed by coronary artery disease (6.96%). Treatments were exclusively pharmacological. Furosemide was used in 72.89% of patients, followed by beta-blockers (56.78%) and anticoagulants (50.18%). Complications occurring during hospitalization were dominated by acute renal failure (4.40%), followed by anemia and pneumonia (2.56%), then hyponatremia (2.20%), and finally arrhythmias (2.5%). The majority of patients with heart failure associated with comorbidities had a favorable outcome (<bold>Table 3</bold>).</p>
      <p><bold>Table 3.</bold>Logistic regression model for determining mortality risk factors.</p>
      <table-wrap id="tbl3">
        <label>Table 3</label>
        <table>
          <tbody>
            <tr>
              <td rowspan="2">
                <bold>Features</bold>
              </td>
              <td>
              </td>
              <td colspan="2">
                <bold>Full model</bold>
              </td>
              <td>
              </td>
              <td colspan="2">
                <bold>Scale model</bold>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Complete</bold>
                <bold>Gold</bold>
              </td>
              <td>
                <bold>IC_95</bold>
                <bold>Complete</bold>
              </td>
              <td>
                <bold>Value</bold>
                <bold>Complete</bold>
              </td>
              <td>
                <bold>GOLD</bold>
                <bold>Reduced</bold>
              </td>
              <td>
                <bold>IC_95</bold>
                <bold>Reduced</bold>
              </td>
              <td>
                <bold>Reduced</bold>
                <bold>value</bold>
              </td>
            </tr>
            <tr>
              <td>
                <bold>NYHA Stadium (Stadium 3)</bold>
              </td>
              <td>2.65</td>
              <td>[1.98 - 3.54]</td>
              <td>&lt;0.001</td>
              <td>2.6</td>
              <td>[1.94 - 3.49]</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>
                <bold>NYHA Stadium (Stadium 4)</bold>
              </td>
              <td>4.95</td>
              <td>[3.52 - 6.96]</td>
              <td>&lt;0.001</td>
              <td>4.82</td>
              <td>[3.42 - 6.81]</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>
                <bold>ECG (Arrhythmia)</bold>
              </td>
              <td>2.65</td>
              <td>[1.98 - 3.55]</td>
              <td>&lt;0.001</td>
              <td>2.6</td>
              <td>[1.94 - 3.49]</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>
                <bold>Comorbidities</bold>
                <bold>(Atrial fibrillation)</bold>
              </td>
              <td>2.25</td>
              <td>[1.65 - 3.06]</td>
              <td>&lt;0.001</td>
              <td>2.2</td>
              <td>[1.61 - 2.99]</td>
              <td>&lt;0.001</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p>We encountered a major difficulty, namely the lack of data in medical records, which could compromise the quality of our results. Furthermore, given the retrospective nature of our study, we only assessed factors associated with in-hospital mortality, and these results cannot be extrapolated to predict mortality in patients who survived hospital discharge, were followed up in outpatient settings, and were subsequently lost to follow-up.</p>
      <p>In our study, the prevalence of heart failure with preserved ejection fraction (HFpEF) was approximately 24% among hospitalized patients. This prevalence is close to those previously observed in Côte d’Ivoire (25%) [<xref ref-type="bibr" rid="B7">7</xref>] and Senegal (28.8%) [<xref ref-type="bibr" rid="B11">11</xref>]. Higher hospital prevalences have been reported in African studies, notably in Nigeria (39.5%) [<xref ref-type="bibr" rid="B12">12</xref>], while they were lower in other studies conducted in Cameroon (10%) [<xref ref-type="bibr" rid="B6">6</xref>] and Côte d’Ivoire (15%) [<xref ref-type="bibr" rid="B13">13</xref>]. On a regional or international scale (Latin America, Middle East, North Africa), this prevalence of HFpEF could reach 65% [<xref ref-type="bibr" rid="B14">14</xref>]. This difference in distribution could probably be explained by variations in the sample size of the studied population, the age of the patients, their ethnic origin, and the updated threshold values used to define left ventricular ejection fraction (LVEF) during the study.</p>
      <p>Our study revealed a male predominance of HFpEF (59%), unlike the studies by Abebe in Ethiopia and Benjamin in the United States, which observed a female predominance in 76% and 63% of cases, respectively [<xref ref-type="bibr" rid="B15">15</xref>][<xref ref-type="bibr" rid="B16">16</xref>]. Our results therefore suggest that men are more likely to develop HFpEF. The Framingham study, on the other hand, showed that female sex and atrial fibrillation were associated with a twofold increased risk of developing HFpEF [<xref ref-type="bibr" rid="B17">17</xref>].</p>
      <p>The mean age of patients with heart failure in our study was 54.89 ± 18.18 years. In Africa, specifically in a study conducted in Togo, this mean age was 52 ± 16.7 years [<xref ref-type="bibr" rid="B18">18</xref>], and in a study conducted in Djibouti, it was 55 ± 12 years [<xref ref-type="bibr" rid="B19">19</xref>]. However, this mean age was significantly lower than that observed in American and European studies. In the latter, the mean age was 79 ± 7.6 years in the United States [<xref ref-type="bibr" rid="B20">20</xref>] and 71 ± 12 years in Europe [<xref ref-type="bibr" rid="B21">21</xref>]. This difference could be related to the lower life expectancy in sub-Saharan Africa.</p>
      <p>Regarding clinical characteristics, in our study, hypertension was the main cardiovascular risk factor associated with heart failure with preserved ejection fraction (HFpEF), at 61.90%. This frequency was similar to that observed in Bamba-Kamagaté, Côte d’Ivoire (69.7%) [<xref ref-type="bibr" rid="B13">13</xref>]. However, it was the most frequent etiology of heart failure in sub-Saharan Africa (45.4% and 85.9%, respectively [<xref ref-type="bibr" rid="B7">7</xref>][<xref ref-type="bibr" rid="B22">22</xref>]), as well as in the United States (65%) [<xref ref-type="bibr" rid="B20">20</xref>] and Europe (59%) [<xref ref-type="bibr" rid="B21">21</xref>]. In African Americans, hypertension was present in 96.1% of patients with diastolic dysfunction [<xref ref-type="bibr" rid="B23">23</xref>]. Upon admission to the ICA, ICFEP patients were mostly admitted for stage IV (50%) and stage III (40%) dyspnea according to the NYHA classification, as in a Moroccan study where heart failure patients were mostly admitted at stages III and IV (54%) [<xref ref-type="bibr" rid="B24">24</xref>].</p>
      <p>More than half of our patients with HFpEF presented with global heart failure (52%), followed by left heart failure (39%), as reported by some authors in Africa [<xref ref-type="bibr" rid="B25">25</xref>][<xref ref-type="bibr" rid="B26">26</xref>]. Global heart failure was the most frequent clinical manifestation; this could be due to late consultation, precarious living conditions, and insufficient or non-existent healthcare resources, which could explain this progression to severe forms [<xref ref-type="bibr" rid="B22">22</xref>].</p>
      <p>The most common comorbidities were diabetes (7.33%), followed by coronary artery disease. Our results contradict those of other African studies [<xref ref-type="bibr" rid="B11">11</xref>][<xref ref-type="bibr" rid="B13">13</xref>][<xref ref-type="bibr" rid="B27">27</xref>][<xref ref-type="bibr" rid="B28">28</xref>]. The prevalence of diabetes in our study was 7.33%, while it was 44% in Nurcan [<xref ref-type="bibr" rid="B23">23</xref>], 45% in Mouhamed Cherif [<xref ref-type="bibr" rid="B11">11</xref>], and 21% in Shamagian [<xref ref-type="bibr" rid="B29">29</xref>].</p>
      <p>Renal failure was the most frequent decompensation factor (4.40%), followed by pneumonia and anemia (2.56%). Our results are contrary to those of the THESUS-HF multicenter study, where the most frequently observed decompensation factors were poor treatment adherence, followed by bronchopulmonary infection [<xref ref-type="bibr" rid="B30">30</xref>].</p>
      <p>The etiologies of HFpEF were dominated by hypertensive heart disease (58.61%). Our results are comparable to those of Traoré (85.6%) [<xref ref-type="bibr" rid="B7">7</xref>] and Bamba-Kamagaté (65.7%) [<xref ref-type="bibr" rid="B13">13</xref>] in Côte d’Ivoire. This could be related to the high prevalence of hypertension in our setting and its pathophysiological consequences, notably the development of left ventricular hypertrophy with increased arterial stiffness [<xref ref-type="bibr" rid="B31">31</xref>]. Ischemic heart disease was the second most frequent cause of HFpEF in our study (9.52%). This result is comparable to that of a Chinese study (29.3%) [<xref ref-type="bibr" rid="B32">32</xref>] and an American study (21%) [<xref ref-type="bibr" rid="B20">20</xref>]. Ischemic heart disease has also been found to be the second leading cause of HFpEF, although in a smaller proportion (4.6%) [<xref ref-type="bibr" rid="B7">7</xref>]. This higher proportion observed in our study could be explained by the increasing activity of interventional cardiology over the years at the ICA, allowing for more accurate diagnosis. </p>
      <p>In paraclinical studies, radiological features were consistent with cardiomegaly in most of our patients (90%). These data do not agree with those of Bamba-Kamagate [<xref ref-type="bibr" rid="B13">13</xref>], where cardiomegaly was rare (23.6%) in HFpEF. This difference could probably be attributed to variations in the sample size of the studied population.</p>
      <p>In our study, the electrocardiogram (ECG) revealed that patients with HFpEF presented, in decreasing order of frequency, with atrial fibrillation (AF) in 45.42% of cases, followed by left ventricular hypertrophy (LVH) in 28.94% of cases. In the literature, the prevalence of atrial fibrillation (or AF) in HFpEF was similar, at 20%, 30%, and 40%, respectively [<xref ref-type="bibr" rid="B10">10</xref>][<xref ref-type="bibr" rid="B33">33</xref>][<xref ref-type="bibr" rid="B34">34</xref>], while left ventricular hypertrophy (LVH) was described as the most frequent echocardiographic morphological abnormality [<xref ref-type="bibr" rid="B35">35</xref>].</p>
      <p>Two-dimensional echocardiography was the paraclinical examination of choice to confirm the presence of heart failure with preserved ejection fraction (HFpEF). In our series, echocardiography revealed a preserved left ventricular ejection fraction (LVEF), with a mean of 58.3 ± 7.10%. The mean left ventricular end-diastolic diameter (LVEDD) was 48.15 ± 9.08 mm, which is consistent with data from the literature showing that, in HFpEF, left ventricular size remains normal for a prolonged period in the absence of associated factors, such as myocardial ischemia [<xref ref-type="bibr" rid="B26">26</xref>]. Left atrial dilation was uncommon in our series, observed in 0.73% of patients. These figures are significantly lower than those reported by Mboup [<xref ref-type="bibr" rid="B11">11</xref>], which were 75%. In general, the severity of dilation was correlated with the severity of diastolic dysfunction [<xref ref-type="bibr" rid="B17">17</xref>].</p>
      <p>In biology, the level of NT-proBNP was high, with an average of 6077.9 + 833 pg/ml, which was also correlated with ICFEP [<xref ref-type="bibr" rid="B18">18</xref>].</p>
      <p>Regarding therapeutic characteristics, unlike the treatment of heart failure with reduced ejection fraction (HFrEF), the treatment of heart failure with preserved ejection fraction (HFpEF) has remained largely empirical in clinical practice. Its main objective was to reduce signs of congestion and improve symptoms and quality of life [<xref ref-type="bibr" rid="B19">19</xref>]. Thus, the 2022 European Society of Cardiology guidelines for HFpEF remained well-structured and informative. Furosemide and beta-blockers were the standard treatment for heart failure; their use rates were 79.89% and 56.78%, respectively, in our series. In Hong Kong SAR, YI showed that only diuretic therapy (furosemide, thiazide) significantly improved symptoms and quality of life, while irbesartan or ramipril provided little benefit [<xref ref-type="bibr" rid="B32">32</xref>]. Dapagliflozin or empagliflozin reduced the combined risk of worsening heart failure and cardiovascular death in patients with preserved left ventricular ejection fraction, while also demonstrating a good safety profile [<xref ref-type="bibr" rid="B19">19</xref>]. They currently represent the only therapeutic class whose efficacy has been demonstrated [<xref ref-type="bibr" rid="B13">13</xref>].</p>
      <p>In our series, only 2.2% of patients benefited from glifozine; this could be explained by the fact that our study began well before these recommendations.</p>
      <p>In evolutionary characteristics, in our series, the average length of hospital stay was 6 days, similar to that observed by Goyal in the United States (more than 4 days) [<xref ref-type="bibr" rid="B14">14</xref>]. The one-year mortality rate was 9% in our study. Abebe, in Ethiopia, reported different figures, with a one-year mortality rate of 14.02% at the ICFEP [<xref ref-type="bibr" rid="B15">15</xref>]; however, this rate was higher in Canada (22.2%) and the United States (29%) [<xref ref-type="bibr" rid="B5">5</xref>]. This difference is likely due to variations in the size and characteristics of the study population sample. It is possible that the mortality rate was underestimated in our case because we did not account for deaths occurring before or after hospitalization, nor for those of patients lost to follow-up.</p>
    </sec>
    <sec id="sec5">
      <title>5. Conclusions</title>
      <p>This study carried out at the Abidjan Cardiology Institute showed that ICFEP is an increasingly common entity in our context.</p>
      <p>ICFEP occurred in elderly male subjects admitted at NYHA stage IV with global heart failure.</p>
      <p>The comorbidities were primarily diabetes, coronary artery disease, renal failure, and atrial fibrillation.</p>
      <p>The dominant etiology was arterial hypertension (HTA).</p>
      <p>This is the ideal place to remind and raise public awareness about early screening and effective management of cardiovascular risk factors.</p>
    </sec>
  </body>
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