<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">
    ojneph
   </journal-id>
   <journal-title-group>
    <journal-title>
     Open Journal of Nephrology
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2164-2842
   </issn>
   <issn publication-format="print">
    2164-2869
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/ojneph.2025.152031
   </article-id>
   <article-id pub-id-type="publisher-id">
    ojneph-143613
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Medicine 
     </subject>
     <subject>
       Healthcare
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Study of Crystalluria and Associated Factors at Amirou Boubacar Diallo National Hospital
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Moussa Tondi Maïga
      </surname>
      <given-names>
       Zeinabou
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Bonkano
      </surname>
      <given-names>
       Djibrilla
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Abdourahamane
      </surname>
      <given-names>
       Yacouba
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Marou Soumana
      </surname>
      <given-names>
       Boubacar
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff3"> 
      <sup>3</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Assoumane Gaya
      </surname>
      <given-names>
       Inaya
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Mounkaila
      </surname>
      <given-names>
       Boutchi
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Saidou
      </surname>
      <given-names>
       Mamadou
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
   </contrib-group> 
   <aff id="aff1">
    <addr-line>
     aFaculté des Sciences de la Santé, Université Abdou Moumouni, Niamey, Niger
    </addr-line> 
   </aff> 
   <aff id="aff2">
    <addr-line>
     aHôpital National Amirou Boubacar Diallo, Niamey, Niger
    </addr-line> 
   </aff> 
   <aff id="aff3">
    <addr-line>
     aHôpital National de Niamey, Niamey, Niger
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     15
    </day> 
    <month>
     04
    </month>
    <year>
     2025
    </year>
   </pub-date> 
   <volume>
    15
   </volume> 
   <issue>
    02
   </issue>
   <fpage>
    334
   </fpage>
   <lpage>
    343
   </lpage>
   <history>
    <date date-type="received">
     <day>
      18,
     </day>
     <month>
      April
     </month>
     <year>
      2025
     </year>
    </date>
    <date date-type="published">
     <day>
      24,
     </day>
     <month>
      April
     </month>
     <year>
      2025
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      24,
     </day>
     <month>
      June
     </month>
     <year>
      2025
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    Background: Crystalluria is the intermediate stage between urinary biochemical abnormalities and stone formation, which can lead to urological and nephrological complications. Objective: To assess the frequency of crystalluria and associated factors at the Hospital National Amirou Boubacar Diallo (HNABD) in Niamey. Methodology: This was a cross-sectional, prospective, descriptive, and analytical study conducted from February 2023 to June 06, 2023. All urine samples sent to the laboratory during the study period were included. Results: A total of 404 patients’ urine samples were included and analyzed during the study period. These urine samples were predominantly from male patients (64.00%; sex ratio = 1.7). The median age of the patients was 15 years, with extremes ranging from 37 days to 89 years. High urine density and medication intake were significantly associated with crystalluria (p-value &lt; 0.05). However, there was no statistically significant association between crystalluria, pH, and bacterial species isolated in this study. In principal component analysis, crystalluria was associated with high urine density, gender, presence of ketone bodies, use of medication, presence of cylinders, parasites, urobilinogen, yeast and history of urinary lithiasis, but in multivariate logistic analysis, no risk factors for crystalluria were found. Conclusion: The frequency of crystalluria at the Hospital National Amirou Boubacar Diallo was relatively low. No risk factors for crystalluria were found in the multivariate logistic analysis. Further studies taking into account patients’ clinical characteristics and crystalluria are needed to complete this study.
   </abstract>
   <kwd-group> 
    <kwd>
     Crystalluria
    </kwd> 
    <kwd>
      Calcium Oxalate
    </kwd> 
    <kwd>
      Cystine
    </kwd> 
    <kwd>
      Phospho-Ammoniaco-Magnesium
    </kwd> 
    <kwd>
      Uric Acid
    </kwd> 
    <kwd>
      Niger
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>Crystalluria refers to the presence of crystals in the urine. It is due to the saturation of urine with one or more poorly soluble substances. It is therefore a marker of the supersaturation of the urine which is observed in normal or pathological urine. The screening and monitoring of crystalluria by analysis informs the clinician about its nature and its characteristics. Crystalluria is not a pathology in itself but rather often a marker of a pathology <xref ref-type="bibr" rid="scirp.143613-1">
     [1]
    </xref>.</p>
   <p>The study of crystalluria is of major interest in the detection of certain ions or potentially crystallizable substances (calcium, uric acid, phosphates, oxalate…) of endogenous or exogenous origin abnormally abundant in the urine. It finds its justification both for the diagnosis and for the effectiveness of the therapeutic management of the pathologies responsible for renal crystallization <xref ref-type="bibr" rid="scirp.143613-2">
     [2]
    </xref>.</p>
   <p>Diagnostically, certain crystals are significant simply because of their presence, irrespective of any other qualitative or quantitative considerations. Therefore, crystals of this kind are of interest in diagnosing and screening for certain diseases, such as:</p>
   <p>The study of crystalluria is also very important because crystals constitute the intermediate stage between urinary biochemical abnormalities and the formation of stones. These abnormalities may trigger kidney complications such as lithiasis and other crystallogenic pathologies such as gout, oxalosis, calcium pyrophosphate crystal deposition disease, cholesterol crystals.</p>
   <p>In Niger, several hospital studies had focused on the renal complications of crystalluria <xref ref-type="bibr" rid="scirp.143613-3">
     [3]
    </xref> <xref ref-type="bibr" rid="scirp.143613-4">
     [4]
    </xref>. However, to the best of our knowledge, there are no studies on crystalluria in Niger.</p>
   <p>The objective of this study was to evaluate the frequency of crystalluria at the Amirou Boubacar Diallo National Hospital in Niamey.</p>
  </sec><sec id="s2">
   <title>2. Methodology</title>
   <sec id="s2_1">
    <title>2.1. Study Framework</title>
    <p>The study took place in the Medical Biology Laboratory ward of the Amirou Boubacar Diallo National Hospital (HNABD) bacteriology unit.</p>
   </sec>
   <sec id="s2_2">
    <title>2.2. Type and Period of the Study</title>
    <p>The study was cross-sectional, prospective with a descriptive and analytical aim, over a period of 6 months (from February 06, 2023 to June 06, 2023).</p>
   </sec>
   <sec id="s2_3">
    <title>2.3. Study Population</title>
    <p>The study population comprises all the patients who requested a cito bacteriological examination of urine (CBEU) at the HNABD during the study period.</p>
   </sec>
   <sec id="s2_4">
    <title>2.4. Inclusion Criteria</title>
    <p>All patients regardless of age or gender who received a CBEU in the HNABD laboratory were included in this study.</p>
   </sec>
   <sec id="s2_5">
    <title>2.5. Exclusion Criteria</title>
    <p>The CBEUs carried out as part of the patients’ follow-up treatment were excluded from the study to avoid duplicates.</p>
   </sec>
   <sec id="s2_6">
    <title>2.6. Conducting the Analysis of Urine Samples</title>
    <p>For each urine sample, the laboratory analysis was carried out in five steps (<xref ref-type="fig" rid="fig1">
      Figure 1
     </xref>). In a nutshell, a macroscopic analysis of urine was performed first. We use a polarized light microscope to recognize the different types of urinary crystals. The urine samples were then cultured on CLED agar. A 10-parameter test strip was then dipped into the urine. The reading of the strip was carried out according to the manufacturer’s recommendations.</p>
    <fig id="fig1" position="float">
     <label>Figure 1</label>
     <caption>
      <title>Figure 1. Schematic summary of the sample processing.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2070681-rId14.jpeg?20250627021903" />
    </fig>
   </sec>
   <sec id="s2_7">
    <title>2.7. Collection Support</title>
    <p>A pre-established individual survey sheet was used to collect data on gender, sex, geographical origin, pathology, medications used, history of lithiasis, age and biochemical parameters.</p>
   </sec>
   <sec id="s2_8">
    <title>2.8. Statistical Analysis of Data</title>
    <p>The data entry was done using EXCEL 2013. The data analysis was performed using Epi info version 7.2.5.0 and the RStudio software version 4.0.4. The Chi-square comparison test (or, failing that, the Exact Fisher test) was used for the comparison of qualitative variables. A univariate and multivariate logistic analysis was carried out to determine the risk factors associated with the presence or absence of crystals in the urine. The multivariate logistic regression model was constructed from univariate analyses whose p-values were ≤0.1. The data were presented in the form of tables and figures. A p-value of less than 0.05 was considered significant. A Principal Component Analysis (PCA) was carried out in order to highlight the relationships between crystalluria and the risk factors examined. To determine the risk factors associated with crystalluria, a multivariate logistic analysis was performed. The model was constructed from univariate analyses whose p-values were ≤0.2.</p>
   </sec>
   <sec id="s2_9">
    <title>2.9. Ethical Considerations</title>
    <p>A research authorization (N˚ 000226/2023) had been issued by the Faculty of Health Sciences of Abdou Moumouni University, Niamey, Niger. Anonymity and confidentiality had been ensured for all information collected during the study.</p>
   </sec>
  </sec><sec id="s3">
   <title>3. Results</title>
   <sec id="s3_1">
    <title>3.1. Patients General Profile</title>
    <p>Male patients were the most represented with a count of 259. The sex ratio was 1.7. The median age of the patients was 15 years (interquartile range: 2.08 - 41 years). The 0 to 5 age group was the most represented (n = 149 or 38.2%). In-patients were the majority with 70.79% (n = 286) while outpatients accounted for 29.21% (n = 118). One patient (0.25%) with a history of urolithiasis was included. The patients who were not on drug treatment at the time the samples were taken were the most represented with a total of 338 or 84%. Among the patients who were on drug treatment at the time of sampling, erythromycin (n = 18 or 4%) was the most commonly used drug, followed by omeprazole (n = 10 or 2%) and ciprofloxacin (n = 9; 2%).</p>
   </sec>
   <sec id="s3_2">
    <title>3.2. Frequency of Crystalluria</title>
    <p>In total, the crystals were found on 38 samples, i.e. a frequency of 9.4% of the study population. Among the various crystals found in the urine, calcium oxalate crystals were the most represented with a count of 29, i.e. 76.3%. The other crystals observed were uric acid crystals (10.5%), calcium carbonate (5.3%), cystine (2.6%), and phosphoammonium-magnesium (PAM) (5.3%) (<xref ref-type="fig" rid="fig2">
      Figure 2
     </xref>).</p>
    <fig id="fig2" position="float">
     <label>Figure 2</label>
     <caption>
      <title>Figure 2. Frequency of different crystal types.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2070681-rId15.jpeg?20250627021905" />
    </fig>
   </sec>
   <sec id="s3_3">
    <title>3.3. Exploratory Analysis of the Variables Associated with Crystalluria</title>
    <p>Overall, all the variables form two clusters. Crystalluria clustered with a high urinary density, gender, the presence of ketone bodies, medication intake, the presence of cylinders, parasites, urobilinogen, yeasts, and a history of urolithiasis (<xref ref-type="fig" rid="fig3">
      Figure 3
     </xref>).</p>
    <fig id="fig3" position="float">
     <label>Figure 3</label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.143613-"></xref>Figure 3. Exploratory analysis of the different variables using principal component analysis.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2070681-rId16.jpeg?20250627021905" />
    </fig>
   </sec>
   <sec id="s3_4">
    <title>3.4. Crystalluria and Identified Bacteria</title>
    <p>Crystalluria was by far more represented in patients with a negative uroculture with a frequency of 89.47% (n = 34). Among the patients with a positive uroculture, Escherichia coli, Acinetobacter baumannii, Klebsiella pneumoniae, and Proteus mirabilis were the bacteria identified.</p>
   </sec>
   <sec id="s3_5">
    <title>3.5. Risk Factors for Crystalluria</title>
    <p>In the univariate logistic analysis, crystalluria was significantly associated with bacterial flora (odds ratio = 0.35; 95% CI = 0.17 - 0.73; p-value = 0.004). The other explanatory variables such as age, sex, history of medication intake, the appearance of urine, the pH, Nitrites, leukocyturia, hematuria, urine density, proteinuria, and culture were not associated with crystalluria (<xref ref-type="table" rid="table1">
      Table 1
     </xref>).</p>
    <table-wrap id="table1">
     <label>
      <xref ref-type="table" rid="table1">
       Table 1
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.143613-"></xref>Table 1. Factors associated with Crystalluria in univariate analysis.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.22%"><p style="text-align:center">Variables</p></td> 
       <td class="custom-bottom-td acenter" width="25.22%"><p style="text-align:center"></p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">Odds ratio</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">95% CI</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">p value</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Sexe</p></td> 
       <td class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Female</p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.22%"><p style="text-align:center">Male</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.96</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.48 - 1.95</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.898</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Age</p></td> 
       <td class="custom-top-td acenter" width="25.22%"><p style="text-align:center">(0, 40]</p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.22%"><p style="text-align:center">(40, 100]</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">1.06</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.47 - 2.19</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.890</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Medication</p></td> 
       <td class="custom-top-td acenter" width="25.22%"><p style="text-align:center">No</p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.22%"><p style="text-align:center">Yes</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">1.16</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.42 - 2.73</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.755</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Urine appearance</p></td> 
       <td class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Normal</p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.22%"><p style="text-align:center">Colored/cloudy</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">1.73</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.70 - 3.82</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.201</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Leukocyturia</p></td> 
       <td class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Negative</p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.22%"><p style="text-align:center">Positive</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">1.11</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.53 - 2.57</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.788</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Hematuria</p></td> 
       <td class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Negative</p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.22%"><p style="text-align:center">Positive</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.82</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.32 - 1.83</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.651</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Bacterial flora</p></td> 
       <td class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Negative</p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.22%"><p style="text-align:center">Positive</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.35</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.17 - 0.73</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.004</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="25.22%"><p style="text-align:center">pH</p></td> 
       <td class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Non-acidic</p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.22%"><p style="text-align:center">Acidic</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.61</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.24 - 1.88</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.339</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Proteinuria</p></td> 
       <td class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Negative</p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.22%"><p style="text-align:center">Positive</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.94</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.46 - 1.86</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.865</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Nitrites</p></td> 
       <td class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Negative</p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.22%"><p style="text-align:center">Positive</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.60</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.20 - 1.46</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.301</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Density</p></td> 
       <td class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Normal/reduced</p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="25.22%"><p style="text-align:center">High</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">1.72</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.87 - 3.57</p></td> 
       <td class="custom-bottom-td acenter" width="16.52%"><p style="text-align:center">0.128</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Culture</p></td> 
       <td class="custom-top-td acenter" width="25.22%"><p style="text-align:center">Negative</p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.52%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="25.22%"><p style="text-align:center">Positive</p></td> 
       <td class="acenter" width="16.52%"><p style="text-align:center">0.69</p></td> 
       <td class="acenter" width="16.52%"><p style="text-align:center">0.30 - 1.46</p></td> 
       <td class="acenter" width="16.52%"><p style="text-align:center">0.360</p></td> 
      </tr> 
     </table>
    </table-wrap>
    <p>In the multivariate logistic analysis, as in univariate analysis only bacterial flora was significantly associated with crystalluria (adjusted odds ratio = 0.37; 95% CI = 0.18 - 0.80; p-value = 0.009) (<xref ref-type="fig" rid="fig4">
      Figure 4
     </xref>).</p>
    <fig id="fig4" position="float">
     <label>Figure 4</label>
     <caption>
      <title>Figure 4. Multivariate logistic analysis of risk factors associated with crystalluria.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2070681-rId17.jpeg?20250627021906" />
    </fig>
   </sec>
  </sec><sec id="s4">
   <title>4. Discussion</title>
   <p>The study of crystalluria is of major interest in the detection of some ions or potentially crystallizable substances (calcium, uric acid, phosphates, oxalate...) of endogenous or exogenous origin abnormally abundant in the urine. It finds its justification both for the diagnosis and for the effectiveness of the therapeutic management of pathologies responsible for renal crystallization.</p>
   <p>It emerges from this study which involved 404 patients that 259 are men and 145 women respectively representing 64.1% and 35.9% of the total sample. The sex ratio was 1.7. Berrahal and Mohamed Bachir <xref ref-type="bibr" rid="scirp.143613-5">
     [5]
    </xref> in Algeria in 2021 also reported a male predominance in their study with 64% and 36% respectively. Ouédraogo I et al. <xref ref-type="bibr" rid="scirp.143613-6">
     [6]
    </xref> in Burkina Faso in 2015 also demonstrated a male predominance with 89.55%. This predominance can be explained on the one hand by the fact that men are sedentary and practice several activities thus increasing the risk of infection and on the other hand the length of the urethra (retention factor) in boys while the brevity of the female urethra and the power of the urinary jet allow girls to eliminate certain germs more easily.</p>
   <p>In the present study, it appears that one patient with a history of lithiasis represented 0.25% (n = 1) of the patients included. In Mali, Ouattara <xref ref-type="bibr" rid="scirp.143613-7">
     [7]
    </xref> in 1993, had observed 146 cases of all ages combined. In 2006 in Tunisia, 205 pediatric cases were collected in 14 months by Jallouli et al. <xref ref-type="bibr" rid="scirp.143613-8">
     [8]
    </xref> compared to 420 pediatric cases in 6 years in France by Daudon et al. <xref ref-type="bibr" rid="scirp.143613-9">
     [9]
    </xref> in 1983. This difference can be explained by the fact that urolithiasis, in children as in adults, has a great variability in frequency depending on the country. In our study, among the patients who were on drug treatment at the time of sampling, erythromycin (n = 18; 4%) was the most commonly used drug, followed by omeprazole (n = 10; 2%) and ciprofloxacin (n = 9; 2%). Chopra et al. <xref ref-type="bibr" rid="scirp.143613-10">
     [10]
    </xref> in 2000 in New Jersey reported that a patient had developed obstructive uropathy due to massive precipitation of ciprofloxacin crystals in the distal ureters and bladder, after a 24-day treatment at a dose of 500 mg twice a day.</p>
   <p>In the present study, in total, the crystals were found on 38 samples, i.e. a frequency of 9.4% of the population. Among the various crystals found in the urine, calcium oxalate crystals were the most represented with a strength of 29/38 or 76.32%. The other crystals observed were uric acid crystals, calcium carbonate, cystine, and phospho-ammoniaco-magnesium (PAM).</p>
   <p>A frequency (8.20%) of the crystalluria close to that obtained in this study was reported by Verdesca et al. <xref ref-type="bibr" rid="scirp.143613-11">
     [11]
    </xref> in 2011 in France. According to these authors, the most frequent crystals were calcium oxalate crystals (75.9%), uric acid crystals (25.9%), amorphous urate crystals (7.9%) <xref ref-type="bibr" rid="scirp.143613-11">
     [11]
    </xref>.</p>
   <p>Berrahal and Mohamed Bachir <xref ref-type="bibr" rid="scirp.143613-5">
     [5]
    </xref> in Algeria in 2021 reported 40% oxalocalcium crystalluria <xref ref-type="bibr" rid="scirp.143613-5">
     [5]
    </xref>. Ouédraogo I et al. <xref ref-type="bibr" rid="scirp.143613-6">
     [6]
    </xref> in Burkina Faso in 2015 also reported a predominance of calcium oxalate crystals which represented 74.17% followed by ammoniacomagnesian phosphates (4.11%) <xref ref-type="bibr" rid="scirp.143613-6">
     [6]
    </xref>.</p>
   <p>This predominance of calcium oxalate crystals can be explained by the frequent saturation of urine with calcium oxalate.</p>
   <p>In this study, Escherichia coli, Acinetobacter baumannii, Klebsiella pneumoniae, and Proteus mirabilis were the bacteria identified in patients with a positive uroculture. Berrahal and Mohamed Bachir <xref ref-type="bibr" rid="scirp.143613-5">
     [5]
    </xref> in Algeria in 2021 had isolated Proteus Mirabilis, Staphylococcus aureus, Pseudomonas spp, Escherichia coli and Enterobacter cloacae complex in patients with crystalluria.</p>
   <p>In our study, crystalluria was more represented in male patients with a workforce of 24, or 63.16%. In Algeria Flih Amel and Fahem Kadija <xref ref-type="bibr" rid="scirp.143613-12">
     [12]
    </xref> in 2020 also reported a predominant crystalluria in the female sex with 43.47% (n = 23) against 38.46% (n = 13) in the opposite sex.</p>
   <p>In our study, crystalluria was more represented in the age groups of 0 - 5 years and 40 - 65 years with a respective percentage of 39% and 15%.</p>
   <p>In Algeria Flih Amel and Fahem Kadija <xref ref-type="bibr" rid="scirp.143613-12">
     [12]
    </xref> in 2020 reported a predominance in the age group of 61 to 75 years.</p>
   <p>This result could be explained by the fact that the age group of 0 - 5 years was by far the most represented in our study.</p>
   <p>In our study, crystalluria was by far more represented in patients with high urinary density than those with low density and normal density, with 65.79%.</p>
   <p>Stoerman C. and Deffert C. <xref ref-type="bibr" rid="scirp.143613-13">
     [13]
    </xref> in 2021 reported in France a density ranging from 1.004 to 1.014.</p>
   <p>This difference could be explained by the fact that some crystalline species have more molecular weight than others.</p>
   <p>In our study, crystalluria was by far more represented in patients with an acidic pH than those with a neutral and basic pH, with 86.84%. Jamme et al. <xref ref-type="bibr" rid="scirp.143613-14">
     [14]
    </xref> in 2019 in France reported a low urinary pH (OR = 0.79 [0.62 - 0.94]). This situation could be explained by the fact of the sensitivity of the crystalline species to the pH.</p>
  </sec><sec id="s5">
   <title>5. Limitations of the Study</title>
   <p>Since this study is monocentric, the generalization of these results to the entire country must be done with caution. Also, in this study, markers for studying crystalluria such as the determination of crystalline facies, the counting of crystals by crystalline species, the measurement of the average and maximum sizes of crystals, the counting of aggregates as well as the measurement of the average and maximum sizes (aggregates) and finally the calculation of the aggregation coefficient were not carried out.</p>
   <p>However, this study provided basic information necessary for future research work with regard to crystalluria.</p>
  </sec><sec id="s6">
   <title>6. Conclusion</title>
   <p>It emerges from this study that the frequency of crystalluria at the Amirou Boubacar Diallo National Hospital was relatively low. Calcium oxalate crystals were by far the most frequently observed in urine. Although in the main component analysis, crystalluria clustered with a high urinary density, gender, the presence of ketone bodies, medication intake, the presence of cylinders, parasites, urobilinogen, yeasts, and history of urolithiasis, no risk factors for crystalluria were found in multivariate logistic analysis. Additional studies taking into account the clinical characteristics of the patients and crystalluria are necessary to complete this study.</p>
  </sec><sec id="s7">
   <title>7. State of Knowledge on the Subject</title>
   <p>*Crystalluria is not a pathology in itself but rather often a marker of a pathology;</p>
   <p>*crystalluria is the intermediate stage between urinary biochemical abnormalities and the formation of the stone at the origin of renal complications such as lithiasis and other crystallogenic pathologies such as gout, oxalosis, …</p>
  </sec><sec id="s8">
   <title>8. Contribution of Our Study to Knowledge</title>
   <p>•This study evaluated the frequency and associated factors of crystalluria at the Amirou Boubacar Diallo National Hospital, Niamey, Niger;</p>
   <p>•This work demonstrated that the frequency of crystalluria at the Amirou Boubacar Diallo National Hospital was relatively low;</p>
   <p>*Calcium oxalate crystals were by far the most frequently observed in urine;</p>
   <p>•No risk factors for crystalluria were found in the multivariate logistic analysis.</p>
  </sec>
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