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  <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">2164-2869</issn>
      <issn pub-type="ppub">2164-2842</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/ojneph.2026.162018</article-id>
      <article-id pub-id-type="publisher-id">ojneph-150610</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>Renal Involvement in Systemic Diseases: A 13-Year Retrospective Renal Biopsy Study in Sub-Saharan African Patients</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Mbengue</surname>
            <given-names>Mansour</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Kaba</surname>
            <given-names>Fatoumata</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Dial</surname>
            <given-names>Chérif Mouhamed Moustapha</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Gassama</surname>
            <given-names>Mame Adjaratou Mariama</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Fall</surname>
            <given-names>Serigne</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Sall</surname>
            <given-names>Idrissa</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Kitane</surname>
            <given-names>Cheikh Mouhamadou Fadilou</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Keita</surname>
            <given-names>Niakhaleen</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Faye</surname>
            <given-names>Maria</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Lemrabott</surname>
            <given-names>Ahmed Tall</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Ka</surname>
            <given-names>El Hadji Fary</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Niang</surname>
            <given-names>Abdou</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Nephrology Department, Dalal Jamm Hospital, Cheikh Anta Diop University of Dakar, Dakar, Senegal </aff>
      <aff id="aff2"><label>2</label> Anatomic Pathology Department, Cheikh Anta Diop University of Dakar, Dakar, Senegal </aff>
      <aff id="aff3"><label>3</label> Nephrology Department, Aristide Le Dantec Hospital, Cheikh Anta Diop University of 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>01</day>
        <month>06</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>06</month>
        <year>2026</year>
      </pub-date>
      <volume>16</volume>
      <issue>02</issue>
      <fpage>187</fpage>
      <lpage>199</lpage>
      <history>
        <date date-type="received">
          <day>30</day>
          <month>12</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>31</day>
          <month>03</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>03</day>
          <month>04</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/ojneph.2026.162018">https://doi.org/10.4236/ojneph.2026.162018</self-uri>
      <abstract>
        <p><bold>Background</bold><bold>:</bold>Renal involvement is a frequent and potentially severe complication of systemic diseases, particularly immune-mediated disorders. Renal biopsy remains the gold standard for diagnosing, classifying, and guiding the management of renal lesions associated with these conditions. Data from Sub-Saharan Africa remain limited. <bold>Objectives</bold><bold>:</bold>To describe the clinical indications and histopathological spectrum of renal involvement in systemic diseases based on renal biopsy findings over a 13-year period in a tertiary referral center in Sub-Saharan Africa. <bold>Methods</bold><bold>:</bold>We conducted a single-center retrospective observational study from January 2011 to December 2023 in a university hospital pathology center in Senegal. All patients with a known or suspected systemic disease who underwent a renal biopsy and had histologically confirmed renal involvement were included. Sociodemographic data, biopsy indications, and histopathological findings were analyzed descriptively. <bold>Results</bold><bold>:</bold>A total of 263 patients were included, representing 7.95% of all renal biopsies performed during the study period. The mean age was 39.1 ± 12.6 years, with a female predominance (72%). Renal biopsy indications were mainly related to systemic lupus erythematosus (SLE) (65.39%), dominated by proteinuria and renal failure. In 43.34% of cases, the diagnosis of the systemic disease was established based on renal biopsy findings. Histopathologically, membranous glomerulopathy and lupus nephritis were the most frequent lesions, with a predominance of proliferative forms, particularly class IV (22.05%) and class III (11.02%). Other lesions included membranoproliferative glomerulonephritis, crescentic glomerulonephritis, amyloidosis, tubulointerstitial nephritis, and thrombotic microangiopathy. SLE was the most common underlying systemic disease (80.60%), followed by cryoglobulinemia and amyloidosis among non-autoimmune conditions. <bold>Conclusion</bold><bold>:</bold>Renal involvement in systemic diseases exhibits a wide clinical and histological spectrum, largely dominated by lupus nephritis. Given the nonspecific clinical presentations, renal biopsy is essential for accurate diagnosis, prognostic assessment, and therapeutic decision-making. These findings highlight the importance of improving access to renal biopsy and conducting prospective studies in Sub-Saharan Africa.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Systemic Lupus Erythematosus</kwd>
        <kwd>Sub-Saharan Africa</kwd>
        <kwd>Renal Biopsy</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Renal involvement is a major and potentially severe complication of systemic diseases, particularly immune-mediated disorders. Glomerulonephritis represents a heterogeneous group of renal diseases resulting from immune and inflammatory mechanisms that may lead to chronic kidney disease or end-stage renal disease (ESRD) [<xref ref-type="bibr" rid="B1">1</xref>]. Renal biopsy remains the gold standard for the diagnosis and classification of glomerular diseases associated with systemic disorders and plays a central role in therapeutic decision-making and prognostic assessment [<xref ref-type="bibr" rid="B2">2</xref>].</p>
      <p>Systemic lupus erythematosus (SLE) is the systemic disease most frequently associated with renal involvement. Lupus nephritis affects a substantial proportion of patients and represents a major determinant of morbidity and long-term renal outcome [<xref ref-type="bibr" rid="B3">3</xref>]. Its histological spectrum is broad, ranging from mild mesangial lesions to severe proliferative and membranous forms, which are associated with a higher risk of renal function decline [<xref ref-type="bibr" rid="B4">4</xref>]. Despite advances in immunosuppressive therapy, lupus nephritis continues to be associated with a significant risk of progression to ESRD [<xref ref-type="bibr" rid="B5">5</xref>].</p>
      <p>Beyond SLE, other systemic diseases such as systemic vasculitides and connective tissue disorders may also cause diverse patterns of renal involvement, underscoring the heterogeneity of renal lesions in systemic diseases. In this context, renal biopsy remains essential to accurately characterize renal lesions and guide optimal management.</p>
      <p>The objectives of this study were to describe the clinical indications and histopathological spectrum of renal involvement in systemic diseases based on renal biopsy findings over a 13-year period in a tertiary referral center in Sub-Saharan Africa.</p>
    </sec>
    <sec id="sec2">
      <title>2. Patients and Method</title>
      <sec id="sec2dot1">
        <title>2.1. Study Design and Setting</title>
        <p>This was a single-center, retrospective observational study conducted in a reference university hospital pathology (anatomopathology) center in Senegal, involving close collaboration between the nephrology department and the pathology department.</p>
        <p>The center receives patients referred for diagnostic evaluation of renal involvement in the context of systemic diseases, originating from various clinical departments (nephrology, internal medicine, rheumatology).</p>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Study Period</title>
        <p>The study was carried out over a thirteen (13)-year period, from January 2011 to December 2023, and included all renal biopsies performed during this time.</p>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Study Population</title>
        <p>2.3.1. Inclusion Criteria</p>
        <p>The study included:</p>
        <p>patients with a known systemic disease who underwent a renal biopsy;patients in whom a systemic disease was identified or suspected based on the histopathological findings of the renal biopsy.</p>
        <p>2.3.2. Non-Inclusion Criteria</p>
        <p>The following were excluded:</p>
        <p>patients with diabetes mellitus or systemic infectious diseases, in order to avoid bias related to metabolic or infectious causes of kidney disease;patients with a systemic disease who did not undergo a renal biopsy; inadequate, non-diagnostic, or insufficient renal biopsies (insufficient number of glomeruli or unusable material).</p>
      </sec>
      <sec id="sec2dot4">
        <title>2.4. Sampling Method</title>
        <p>An exhaustive sampling strategy was used, including all patients meeting the inclusion criteria throughout the entire study period, without prior calculation of sample size.</p>
      </sec>
      <sec id="sec2dot5">
        <title>2.5. Data Collection</title>
        <p>Data were collected retrospectively from:</p>
        <p>the pathology department registers;histopathological reports of renal biopsies;clinical medical records, when available;Data were recorded on a pre-established standardized data collection form to ensure uniformity.</p>
      </sec>
      <sec id="sec2dot6">
        <title>2.6. Variables Studied</title>
        <p>2.6.1. Sociodemographic Variables</p>
        <p>age at the time of renal biopsy;sex.</p>
        <p>2.6.2. Definition of Study Variables</p>
        <p>Nephrotic syndrome was classified as impure when associated with at least one of the following criteria: hematuria defined by the presence of more than five red blood cells per high-power field on urine sediment examination, arterial hypertension defined as blood pressure values greater than or equal to 140/90 mmHg, and/or renal insufficiency defined by an estimated glomerular filtration rate below 60 mL/min/1.73m<sup>2</sup>.</p>
        <p>2.6.3. Histopathological Variables</p>
        <p>type of renal involvement (glomerular, tubulointerstitial, vascular);specific type of glomerular lesion;presence of activity and/or chronicity lesions;classification of lupus nephritis according to the ISN/RPS classification, when applicable [<xref ref-type="bibr" rid="B4">4</xref>];type of amyloidosis (AA, AL) when identified.</p>
      </sec>
      <sec id="sec2dot7">
        <title>2.7. Histopathological Methods</title>
        <p>A renal biopsy specimen was considered adequate when it contained at least 8 evaluable glomeruli on light microscopy. Samples not meeting this minimum requirement were excluded from the analysis. Renal biopsies were analyzed by light microscopy after standard staining procedures (hematoxylin-eosin-saffron, PAS, Masson’s trichrome, and silver staining when available).</p>
        <p>Direct immunofluorescence was performed when tissue was available, allowing detection of immunoglobulin deposits (IgG, IgA, IgM) and complement fractions (C3, C1q).</p>
        <p>Electron microscopy was not routinely available and was therefore not included in the standard analysis.</p>
      </sec>
      <sec id="sec2dot8">
        <title>2.8. Statistical Analysis</title>
        <p>Data were collected using a pre-established form and entered with Sphinx software version 5.1.0.2. Data analysis was performed using SPSS (Statistical Package for the Social Sciences) version 21. Descriptive analysis included calculation of frequencies and proportions for qualitative variables, and means and standard deviations for quantitative variables.</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <p>During the study period from 2011 to 2023, a total of 263 patients with a systemic disease associated with histologically confirmed renal involvement were included.</p>
      <p>These cases accounted for 7.95% of all renal biopsies performed during the study period (<xref ref-type="fig" rid="fig1">Figure 1</xref>). The study population showed a predominance in the 30 - 39-year age group.</p>
      <p>The mean age was 39.1 ± 12.6 years, with a range from 13 to 70 years. A female predominance was observed, with 72% women (n = 209) and 28% men (n = 54), corresponding to a male-to-female sex ratio of 0.26.</p>
      <fig id="fig1">
        <label>Figure 1</label>
        <graphic xlink:href="https://html.scirp.org/file/2070738-rId15.jpeg?20260403112517" />
      </fig>
      <p><bold>Figure 1</bold><bold>.</bold> Diagramme de flux.</p>
      <sec id="sec3dot1">
        <title>3.1. Indications for Renal Biopsy</title>
        <p>The main indications for renal biopsy were dominated by renal involvement occurring in the context of SLE, accounting for 65.39% of cases (<bold>Table 1</bold>).</p>
        <p>These indications were distributed as follows: proteinuria in SLE (37.64%), renal failure in SLE (18.63%) and impure nephrotic syndrome in SLE (9.12%). Isolated impure nephrotic syndrome accounted for 18.25% of indications (n = 48). In 43.34% of cases, the diagnosis of the systemic disease was established on the basis of the renal biopsy findings.</p>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Histopathological Diagnosis</title>
        <p>Acute glomerular forms: Acute glomerular lesions were infrequent. Crescentic glomerulonephritis was identified in 9 patients (3.42%).</p>
        <p>Chronic glomerular forms: Chronic glomerular involvement was dominated by lupus nephritis. The distribution of histological classes showed a predominance of membranous glomerulopathy (22.81%), class IV lupus nephritis (22.05%) and class III lupus nephritis (11.02%). Among the 60 patients with membranous nephropathy (MN), 57 had class V lupus nephritis.</p>
        <p>Acute interstitial forms: Acute interstitial lesions were mainly represented by acute interstitial nephritis, observed in 3 patients (1.14%).</p>
        <p>Chronic tubulointerstitial forms: Chronic tubulointerstitial nephritis was identified in 4 patients, representing 1.52% of cases.</p>
        <p>Acute vascular forms: Acute vascular lesions were mainly represented by thrombotic microangiopathy, observed in 7 patients (2.64%). Three cases of nephroangiosclerosis were also identified (<bold>Table 2</bold>).</p>
        <p><bold>Table 1.</bold> Indications for renal biopsy (n = 263).</p>
        <table-wrap id="tbl1">
          <label>Table 1</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Indication for renal biopsy</bold>
                </td>
                <td>
                  <bold>Number of cases</bold>
                </td>
                <td>
                  <bold>Percentage (%)</bold>
                </td>
              </tr>
              <tr>
                <td>Proteinuria in SLE</td>
                <td>99</td>
                <td>37.64</td>
              </tr>
              <tr>
                <td>Renal failure in SLE</td>
                <td>49</td>
                <td>18.63</td>
              </tr>
              <tr>
                <td>Impure nephrotic syndrome</td>
                <td>48</td>
                <td>18.25</td>
              </tr>
              <tr>
                <td>Isolated nephrotic syndrome in SLE</td>
                <td>24</td>
                <td>9.12</td>
              </tr>
              <tr>
                <td>Isolated proteinuria</td>
                <td>19</td>
                <td>7.22</td>
              </tr>
              <tr>
                <td>Proteinuria in rheumatoid arthritis</td>
                <td>8</td>
                <td>3.04</td>
              </tr>
              <tr>
                <td>Renal failure in systemic sclerosis</td>
                <td>3</td>
                <td>1.14</td>
              </tr>
              <tr>
                <td>Renal failure in mixed connective tissue disease</td>
                <td>3</td>
                <td>1.14</td>
              </tr>
              <tr>
                <td>Renal failure in ANCA-associated vasculitis</td>
                <td>2</td>
                <td>0.76</td>
              </tr>
              <tr>
                <td>Renal failure in Multiple myeloma</td>
                <td>2</td>
                <td>0.76</td>
              </tr>
              <tr>
                <td>Proteinuria in autoimmune thyroiditis</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
              <tr>
                <td>Renal failure in dermatomyositis</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
              <tr>
                <td>Proteinuria in IgA vasculitis</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
              <tr>
                <td>Proteinuria in sarcoidosis</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
              <tr>
                <td>Proteinuria in Sjögren’s syndrome</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
              <tr>
                <td>Renal failure in multiple autoimmune syndrome</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
              <tr>
                <td>Total</td>
                <td>263</td>
                <td>100</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p><bold>Table 2.</bold> Histological lesions.</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Histological lesions</bold>
                </td>
                <td>
                  <bold>Number of cases</bold>
                </td>
                <td>
                  <bold>Percentage (%)</bold>
                </td>
              </tr>
              <tr>
                <td>Lupus nephritis class IV</td>
                <td>58</td>
                <td>22.05</td>
              </tr>
              <tr>
                <td>Lupus nephritis class III</td>
                <td>29</td>
                <td>11.02</td>
              </tr>
              <tr>
                <td>Lupus nephritis class III + V</td>
                <td>29</td>
                <td>11.02</td>
              </tr>
              <tr>
                <td>Lupus nephritis class II + V</td>
                <td>19</td>
                <td>7.22</td>
              </tr>
              <tr>
                <td>Lupus nephritis class II</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
              <tr>
                <td>Lupus nephritis class IV + V</td>
                <td>18</td>
                <td>6.84</td>
              </tr>
              <tr>
                <td>Membranous nephropathy</td>
                <td>60</td>
                <td>22.81</td>
              </tr>
              <tr>
                <td>Focal segmental glomerulosclerosis</td>
                <td>4</td>
                <td>1.52</td>
              </tr>
              <tr>
                <td>Amyloidosis</td>
                <td>13</td>
                <td>4.94</td>
              </tr>
              <tr>
                <td>Minimal change disease</td>
                <td>4</td>
                <td>1.52</td>
              </tr>
              <tr>
                <td>Membranoproliferative glomerulonephritis (MPGN)</td>
                <td>5</td>
                <td>1.90</td>
              </tr>
              <tr>
                <td>Crescentic glomerulonephritis</td>
                <td>9</td>
                <td>3.42</td>
              </tr>
              <tr>
                <td>Acute interstitial nephritis (AIN)</td>
                <td>3</td>
                <td>1.14</td>
              </tr>
              <tr>
                <td>Chronic tubulointerstitial nephritis</td>
                <td>4</td>
                <td>1.52</td>
              </tr>
              <tr>
                <td>Thrombotic microangiopathy (TMA)</td>
                <td>7</td>
                <td>2.64</td>
              </tr>
              <tr>
                <td>Nephroangiosclerosis</td>
                <td>3</td>
                <td>1.14</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. Distribution of Systemic Diseases According to Histological Diagnosis</title>
        <p>Among autoimmune systemic diseases, SLE was the most frequently observed (80.60%), followed by rheumatoid arthritis (3.42%) and systemic sclerosis (1.14%).</p>
        <p>Other rarer conditions were also observed, including Sjögren’s syndrome (0.38%). Among non-autoimmune systemic diseases, cryoglobulinemia was the most common (4.56%), followed by amyloidosis (3.80%) (<bold>Table 3</bold> and <bold>Table 4</bold>).</p>
        <p><bold>Table 3.</bold> Distribution of systemic diseases (n = 263).</p>
        <table-wrap id="tbl3">
          <label>Table 3</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Systemic disease</bold>
                </td>
                <td>
                  <bold>Number of cases (n = 263)</bold>
                </td>
                <td>
                  <bold>Percentage (%)</bold>
                </td>
              </tr>
              <tr>
                <td>Autoimmune systemic diseases</td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>Systemic lupus erythematosus</td>
                <td>212</td>
                <td>80.60</td>
              </tr>
              <tr>
                <td>Rheumatoid arthritis</td>
                <td>9</td>
                <td>3.42</td>
              </tr>
              <tr>
                <td>Systemic sclerosis</td>
                <td>3</td>
                <td>1.14</td>
              </tr>
              <tr>
                <td>Non-specific vasculitis</td>
                <td>2</td>
                <td>0.76</td>
              </tr>
              <tr>
                <td>ANCA-associated vasculitis</td>
                <td>2</td>
                <td>0.76</td>
              </tr>
              <tr>
                <td>Antiphospholipid syndrome</td>
                <td>2</td>
                <td>0.76</td>
              </tr>
              <tr>
                <td>Mixed connective tissue disease</td>
                <td>2</td>
                <td>0.76</td>
              </tr>
              <tr>
                <td>Dermatomyositis</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
              <tr>
                <td>IgA vasculitis (Henoch-Schönlein purpura)</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
              <tr>
                <td>Autoimmune thyroiditis</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
              <tr>
                <td>Multiple autoimmune syndrome</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
              <tr>
                <td>Overlap syndrome</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
              <tr>
                <td>Sjögren’s syndrome</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
              <tr>
                <td>Non-autoimmune systemic diseases</td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>Cryoglobulinemia</td>
                <td>12</td>
                <td>4.56</td>
              </tr>
              <tr>
                <td>Amyloidosis</td>
                <td>10</td>
                <td>3.80</td>
              </tr>
              <tr>
                <td>Randall syndrome</td>
                <td>2</td>
                <td>0.76</td>
              </tr>
              <tr>
                <td>Sarcoidosis</td>
                <td>1</td>
                <td>0.38</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p><bold>Table 4.</bold> Distribution of renal involvement in systemic diseases (n = 263).</p>
        <table-wrap id="tbl4">
          <label>Table 4</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Systemic disease</bold>
                </td>
                <td>
                  <bold>n (%)</bold>
                </td>
                <td>
                  <bold>Lupus nephritis (classes II</bold>
                  <bold>;</bold>
                  <bold>III</bold>
                  <bold>;</bold>
                  <bold>IV</bold>
                  <bold>;</bold>
                  <bold>V)</bold>
                </td>
                <td>
                  <bold>Other glomerulonephritis</bold>
                </td>
                <td>
                  <bold>Amyloidosis (AA/AL)</bold>
                </td>
                <td>
                  <bold>Tubulointerstitial lesions</bold>
                </td>
                <td>
                  <bold>Vascular lesions</bold>
                </td>
              </tr>
              <tr>
                <td>Systemic lupus erythematosus</td>
                <td>212 (80.6)</td>
                <td>212 (classes II; III; IV; V; mixed forms)</td>
                <td>4 FSGS</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
              </tr>
              <tr>
                <td>Cryoglobulinemia</td>
                <td>12 (4.6)</td>
                <td>-</td>
                <td>5 MPGN</td>
                <td>-</td>
                <td>-</td>
                <td>7 TMA</td>
              </tr>
              <tr>
                <td>Rheumatoid arthritis</td>
                <td>9 (3.4)</td>
                <td>-</td>
                <td>4 Crescentic GN</td>
                <td>2 AA</td>
                <td>3 AIN</td>
                <td>-</td>
              </tr>
              <tr>
                <td>Mixed connective tissue disease</td>
                <td>2 (0.8)</td>
                <td>-</td>
                <td>1 MN; 1 Crescentic GN</td>
                <td>-</td>
                <td>2 Chronic TIN</td>
                <td>-</td>
              </tr>
              <tr>
                <td>Systemic sclerosis</td>
                <td>3 (1.1)</td>
                <td>-</td>
                <td>1 Minimal change disease</td>
                <td>-</td>
                <td>1 Chronic TIN</td>
                <td>2 TMA</td>
              </tr>
              <tr>
                <td>Dermatomyositis</td>
                <td>1 (0.4)</td>
                <td>-</td>
                <td>1 Minimal change disease</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
              </tr>
              <tr>
                <td>ANCA-associated vasculitis</td>
                <td>2 (0.8)</td>
                <td>-</td>
                <td>2 Crescentic GN</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
              </tr>
              <tr>
                <td>Small-vessel vasculitis</td>
                <td>2 (0.8)</td>
                <td>-</td>
                <td>2 Crescentic GN</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
              </tr>
              <tr>
                <td>Autoimmune thyroiditis</td>
                <td>1 (0.4)</td>
                <td>-</td>
                <td>1 MN</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
              </tr>
              <tr>
                <td>Sjögren’s syndrome</td>
                <td>1 (0.4)</td>
                <td>-</td>
                <td>1 Minimal change disease</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
              </tr>
              <tr>
                <td>Antiphospholipid syndrome</td>
                <td>2 (0.8)</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
                <td>2 TMA</td>
              </tr>
              <tr>
                <td>Amyloidosis</td>
                <td>10 (3.8)</td>
                <td>-</td>
                <td>-</td>
                <td>2 AA; 1 AL; 7 untyped</td>
                <td>-</td>
                <td>-</td>
              </tr>
              <tr>
                <td>Randall disease</td>
                <td>2 (0.8)</td>
                <td>-</td>
                <td>2 Randall-type GN</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
              </tr>
              <tr>
                <td>IgA vasculitis</td>
                <td>1 (0.4)</td>
                <td>-</td>
                <td>-</td>
                <td>1 AA</td>
                <td>-</td>
                <td>-</td>
              </tr>
              <tr>
                <td>Sarcoidosis</td>
                <td>1 (0.4)</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
                <td>1 Chronic TIN</td>
                <td>-</td>
              </tr>
              <tr>
                <td>Multiple autoimmune syndrome</td>
                <td>1 (0.4)</td>
                <td>-</td>
                <td>1 Minimal change disease</td>
                <td>-</td>
                <td>-</td>
                <td>3 Nephroangiosclerosis</td>
              </tr>
              <tr>
                <td>Overlap syndrome</td>
                <td>1 (0.4)</td>
                <td>-</td>
                <td>1 MN</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>FSGS: focal segmental glomerulosclerosis; MN: membranous nephropathy; MPGN: membranoproliferative glomerulonephritis; Crescentic GN: crescentic glomerulonephritis; AIN: acute interstitial nephritis; Chronic TIN: chronic tubulointerstitial nephritis; IF: interstitial fibrosis; TMA: thrombotic microangiopathy; NASM/NASB: malignant/benign nephroangiosclerosis.</p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p>In our study, the indications for renal biopsy illustrate the wide spectrum of clinical presentations of renal involvement in systemic diseases, with a clear predominance of situations related to systemic SLE. These findings confirm the central role of renal biopsy in etiological diagnosis, prognostic assessment, and therapeutic decision-making in these complex conditions [<xref ref-type="bibr" rid="B1">1</xref>].</p>
      <sec id="sec4dot1">
        <title>4.1. Indications for Renal Biopsy in SLE</title>
        <p>Indications related to SLE accounted for more than half of the renal biopsies performed, mainly driven by proteinuria in SLE (37.64%) and renal failure in SLE (18.63%). This distribution is consistent with international recommendations, which advocate performing a renal biopsy in the presence of any significant proteinuria (≥500 mg/24h), with or without impaired renal function, in order to classify lupus nephritis and tailor immunosuppressive therapy [<xref ref-type="bibr" rid="B2">2</xref>][<xref ref-type="bibr" rid="B3">3</xref>].</p>
        <p>The high proportion of renal biopsies performed for impure nephrotic syndrome, either isolated or associated with SLE (27.37% overall), reflects the frequency of severe clinical forms in our cohort. These presentations are often associated with proliferative or membranous forms of lupus nephritis, which are known to carry a poor renal prognosis in the absence of early and appropriate treatment [<xref ref-type="bibr" rid="B4">4</xref>]. Renal biopsy therefore remains essential to differentiate histological classes, assess activity and chronicity indices, and guide therapeutic strategy [<xref ref-type="bibr" rid="B5">5</xref>].</p>
      </sec>
      <sec id="sec4dot2">
        <title>4.2. Indications Outside Lupus: The Key Diagnostic Role of Renal Biopsy</title>
        <p>Outside the context of SLE, renal biopsy was mainly indicated for isolated proteinuria (7.22%) or renal failure occurring in other systemic diseases such as rheumatoid arthritis, systemic sclerosis, mixed connective tissue disease, and ANCA-associated vasculitis. In these settings, clinical presentation is often nonspecific and does not reliably predict the underlying type of renal lesion [<xref ref-type="bibr" rid="B6">6</xref>].</p>
        <p>Indications for renal biopsy due to renal failure in systemic sclerosis, mixed connective tissue disease, and ANCA-associated vasculitis, although numerically limited, represent situations with major prognostic implications. In these diseases, biopsy helps distinguish active glomerular involvement, vascular lesions (notably thrombotic microangiopathy), or tubulointerstitial involvement, each of which is associated with different therapeutic approaches and prognoses [<xref ref-type="bibr" rid="B7">7</xref>][<xref ref-type="bibr" rid="B8">8</xref>].</p>
      </sec>
      <sec id="sec4dot3">
        <title>4.3. Isolated Proteinuria and Rarer Indications</title>
        <p>Performing a renal biopsy in the presence of isolated proteinuria, whether occurring in a known systemic disease or as the presenting manifestation, highlights the importance of early detection of renal involvement. In conditions such as Sjögren’s syndrome, sarcoidosis, or autoimmune thyroiditis, proteinuria may be the sole manifestation of early renal disease, fully justifying the use of renal biopsy [<xref ref-type="bibr" rid="B9">9</xref>].</p>
        <p>Rarer indications, particularly in multiple myeloma, dermatomyositis, or multiple autoimmune syndrome, emphasize that systemic renal involvement can present with diverse and sometimes atypical clinical patterns. In these situations, renal biopsy enables identification of specific lesions such as amyloidosis, Randall disease, or tubulointerstitial nephropathies, which directly determine therapeutic management [<xref ref-type="bibr" rid="B10">10</xref>].</p>
        <p>In this study, we analyzed the different forms of renal involvement associated with systemic diseases, highlighting a wide spectrum of lesions affecting the glomerular, tubulointerstitial, and vascular compartments. This heterogeneity reflects the multiplicity of pathophysiological mechanisms involved in these conditions, including immune complex deposition, chronic inflammation, vascular injury, and drug-related toxicity [<xref ref-type="bibr" rid="B1">1</xref>].</p>
      </sec>
      <sec id="sec4dot4">
        <title>4.4. Predominance of SLE</title>
        <p>SLE was the main etiology, accounting for 80.60% of cases. This predominance is consistent with data from the literature, which identify SLE as the systemic disease most frequently complicated by renal involvement [<xref ref-type="bibr" rid="B3">3</xref>][<xref ref-type="bibr" rid="B11">11</xref>].</p>
        <p>All patients with SLE had lupus glomerulonephritis, predominantly proliferative classes (II, III, IV), and V. These histological forms are recognized as being associated with a high risk of progression to chronic kidney disease and increased morbidity [<xref ref-type="bibr" rid="B4">4</xref>]. Histological classification therefore remains a cornerstone of management, determining both therapeutic strategy and renal prognosis.</p>
        <p>The identification of AA amyloidosis in some patients with rheumatoid arthritis suggests prolonged and insufficiently controlled chronic inflammation. Although this association is uncommon, it has been reported in long-standing or severe forms of evolving lupus [<xref ref-type="bibr" rid="B12">12</xref>].</p>
      </sec>
      <sec id="sec4dot5">
        <title>4.5. Glomerular Involvement Outside Lupus</title>
        <p>Outside SLE, the observed glomerular lesions were mainly crescentic glomerulonephritis, membranoproliferative glomerulonephritis, membranous nephropathy, and minimal change disease.</p>
        <p>Systemic vasculitis’s, particularly ANCA-associated vasculitis, were mainly associated with crescentic glomerulonephritis. This finding is consistent with histopathological data in the literature, which emphasize the aggressive nature of these lesions, responsible for rapid loss of nephron mass in the absence of early immunosuppressive treatment [<xref ref-type="bibr" rid="B7">7</xref>].</p>
        <p>Cryoglobulinemia was predominantly associated with membranoproliferative glomerulonephritis, reflecting the role of circulating immune complex deposition and complement activation in the pathogenesis of renal involvement. This association is classically described and well documented in large international series [<xref ref-type="bibr" rid="B13">13</xref>].</p>
      </sec>
      <sec id="sec4dot6">
        <title>4.6. Tubulointerstitial Involvement: A Major Prognostic Factor</title>
        <p>Tubulointerstitial lesions, particularly acute interstitial nephritis and chronic tubulointerstitial nephropathy, were observed in several systemic diseases such as rheumatoid arthritis, systemic sclerosis, mixed connective tissue disease, and sarcoidosis. These lesions may be related either to the inflammatory activity of the systemic disease itself or to drug toxicity, notably nonsteroidal anti-inflammatory drugs and certain immunomodulatory therapies [<xref ref-type="bibr" rid="B14">14</xref>]. Their prognostic significance is major, as tubulointerstitial damage is recognized as a key determinant of kidney disease progression, independently of the associated glomerular lesion type [<xref ref-type="bibr" rid="B15">15</xref>].</p>
      </sec>
      <sec id="sec4dot7">
        <title>4.7. Vascular Lesions and Thrombotic Microangiopathy</title>
        <p>Vascular lesions, predominantly thrombotic microangiopathy, were particularly observed in antiphospholipid syndrome, systemic sclerosis, and certain vasculitis. These lesions are known for their severity and their association with rapid progression to advanced or end-stage chronic kidney disease. The presence of benign or malignant nephroangiosclerosis in some cases also suggests the impact of associated factors, particularly chronic hypertension and persistent systemic inflammation, contributing to a worse renal prognosis [<xref ref-type="bibr" rid="B16">16</xref>].</p>
      </sec>
      <sec id="sec4dot8">
        <title>4.8. Amyloidosis and Systemic Diseases</title>
        <p>Renal amyloidosis was mainly observed in chronic inflammatory diseases, particularly rheumatoid arthritis and lupus. This finding confirms the central role of prolonged inflammation in the pathogenesis of AA amyloidosis [<xref ref-type="bibr" rid="B12">12</xref>].</p>
        <p>Cases of AL amyloidosis and Randall disease observed in patients with multiple myeloma highlight the need for a rigorous etiological diagnostic approach in any case of renal amyloidosis, in order to adapt therapeutic management appropriately [<xref ref-type="bibr" rid="B17">17</xref>].</p>
        <p>The exclusion of patients with diabetes mellitus and chronic systemic infectious diseases (HIV, hepatitis B and C, malaria) limits the generalizability of our findings. These conditions represent a substantial proportion of secondary renal diseases in Sub-Saharan Africa. Their exclusion narrows the spectrum of systemic diseases analyzed and may underestimate etiologies that are highly prevalent in our regional context.</p>
        <p>The marked predominance of systemic lupus erythematosus (80.60%) in our cohort strongly influences the overall study findings. Therefore, conclusions regarding renal involvement in systemic diseases are largely driven by lupus nephritis data, with limited representation of other connective tissue diseases, vasculitides, or rare autoimmune disorders.</p>
      </sec>
    </sec>
    <sec id="sec5">
      <title>5. Conclusions</title>
      <p>This study highlights the wide spectrum of renal involvement in systemic diseases, largely dominated by SLE. Given the often-nonspecific clinical presentation, renal biopsy remains essential for accurate diagnosis, prognostic assessment, and therapeutic guidance. The predominance of proliferative lupus nephritis underscores the potential severity of renal involvement and the importance of early diagnosis.</p>
      <p>These findings emphasize the need to strengthen access to renal biopsy and to promote prospective studies in African settings.</p>
    </sec>
    <sec id="sec6">
      <title>6. Limitations</title>
      <p>This study has several limitations that should be acknowledged.</p>
      <p>First, the retrospective and single-center design may have introduced selection bias and limits the ability to establish causal relationships between systemic diseases and renal involvement. In addition, data collection relied on available medical records and pathology reports, which may have resulted in incomplete clinical information for some patients.</p>
      <p>Second, the marked predominance of systemic lupus erythematosus (80.60%) in the study population restricts the representativeness of other systemic diseases, such as vasculitides and connective tissue disorders. Consequently, the overall conclusions are largely driven by lupus nephritis data, with limited extrapolation to less frequent conditions.</p>
      <p>Third, the exclusion of patients with diabetes mellitus and chronic systemic infectious diseases (HIV, hepatitis B and C, and malaria) may limit the generalizability of the findings, particularly in the Sub-Saharan African context, where these conditions represent a substantial burden of kidney disease.</p>
      <p>Fourth, electron microscopy was not routinely available in our center and therefore could not be included in the diagnostic evaluation. This limitation may have affected the accuracy of classification of certain glomerular diseases, particularly early-stage lesions and subtle ultrastructural abnormalities.</p>
      <p>Fifth, although immunofluorescence was performed when tissue was available, technical constraints occasionally limited its use, which may have influenced the precise characterization of immune deposits in some cases.</p>
      <p>Finally, the absence of long-term clinical follow-up data prevented the assessment of renal outcomes and response to treatment, thereby limiting the prognostic interpretation of histopathological findings.</p>
    </sec>
    <sec id="sec7">
      <title>Data Availability</title>
      <p>The data that support the findings of this study are available from the corresponding author upon reasonable request.</p>
    </sec>
    <sec id="sec8">
      <title>Statement of Ethics</title>
      <p>The authors declare that the work described was carried out in accordance with the World Medical Association’s Code of Ethics (Declaration of Helsinki) applicable to studies involving human subjects.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <title>References</title>
      <ref id="B1">
        <label>1.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Couser, W.G. (1999) Glomerulonephritis. <italic>The</italic><italic>Lancet</italic>, 353, 1509-1515. https://doi.org/10.1016/s0140-6736(98)06195-9 <pub-id pub-id-type="doi">10.1016/s0140-6736(98)06195-9</pub-id><pub-id pub-id-type="pmid">10232333</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s0140-6736(98)06195-9">https://doi.org/10.1016/s0140-6736(98)06195-9</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Couser, W.G.</string-name>
            </person-group>
            <year>1999</year>
            <article-title>Glomerulonephritis</article-title>
            <source>The Lancet</source>
            <volume>6736</volume>
            <issue>98</issue>
            <pub-id pub-id-type="doi">10.1016/s0140-6736(98)06195-9</pub-id>
            <pub-id pub-id-type="pmid">10232333</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B2">
        <label>2.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Kidney Disease: Improving Global Outcomes (KDIGO) (2021) KDIGO 2021 Clinical Practice Guideline for the Management of Glomerular Diseases. <italic>Kidney International</italic>, 100, S1-S276.</mixed-citation>
          <element-citation publication-type="other">
            <year>2021</year>
            <article-title>KDIGO 2021 Clinical Practice Guideline for the Management of Glomerular Diseases</article-title>
            <source>Kidney International</source>
            <volume>100</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B3">
        <label>3.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Almaani, S., Meara, A. and Rovin, B.H. (2017) Update on Lupus Nephritis. <italic>Clinical</italic><italic>Journal</italic><italic>of</italic><italic>the</italic><italic>American</italic><italic>Society</italic><italic>of</italic><italic>Nephrology</italic>, 12, 825-835. https://doi.org/10.2215/cjn.05780616 <pub-id pub-id-type="doi">10.2215/cjn.05780616</pub-id><pub-id pub-id-type="pmid">27821390</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2215/cjn.05780616">https://doi.org/10.2215/cjn.05780616</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Almaani, S.</string-name>
              <string-name>Meara, A.</string-name>
              <string-name>Rovin, B.H.</string-name>
            </person-group>
            <year>2017</year>
            <article-title>Update on Lupus Nephritis</article-title>
            <source>Clinical Journal of the American Society of Nephrology</source>
            <volume>12</volume>
            <pub-id pub-id-type="doi">10.2215/cjn.05780616</pub-id>
            <pub-id pub-id-type="pmid">27821390</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B4">
        <label>4.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Weening, J.J., D’agati, V.D., Schwartz, M.M., Seshan, S.V., Alpers, C.E., Appel, G.B., <italic>et al</italic>. (2004) The Classification of Glomerulonephritis in Systemic Lupus Erythematosus Revisited. <italic>Kidney</italic><italic>International</italic>, 65, 521-530. https://doi.org/10.1111/j.1523-1755.2004.00443.x <pub-id pub-id-type="doi">10.1111/j.1523-1755.2004.00443.x</pub-id><pub-id pub-id-type="pmid">14717922</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1523-1755.2004.00443.x">https://doi.org/10.1111/j.1523-1755.2004.00443.x</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Weening, J.J.</string-name>
              <string-name>Schwartz, M.M.</string-name>
              <string-name>Seshan, S.V.</string-name>
              <string-name>Alpers, C.E.</string-name>
              <string-name>Appel, G.B.</string-name>
            </person-group>
            <year>2004</year>
            <article-title>The Classification of Glomerulonephritis in Systemic Lupus Erythematosus Revisited</article-title>
            <source>Kidney International</source>
            <volume>65</volume>
            <pub-id pub-id-type="doi">10.1111/j.1523-1755.2004.00443.x</pub-id>
            <pub-id pub-id-type="pmid">14717922</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B5">
        <label>5.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Tektonidou, M.G., Dasgupta, A. and Ward, M.M. (2016) Risk of End‐Stage Renal Disease in Patients with Lupus Nephritis, 1971-2015: A Systematic Review and Bayesian Meta‐Analysis. <italic>Arthritis</italic><italic>&amp;</italic><italic>Rheumatology</italic>, 68, 1432-1441. https://doi.org/10.1002/art.39594 <pub-id pub-id-type="doi">10.1002/art.39594</pub-id><pub-id pub-id-type="pmid">26815601</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/art.39594">https://doi.org/10.1002/art.39594</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Tektonidou, M.G.</string-name>
              <string-name>Dasgupta, A.</string-name>
              <string-name>Ward, M.M.</string-name>
            </person-group>
            <year>2016</year>
            <article-title>Risk of End‐Stage Renal Disease in Patients with Lupus Nephritis, 1971-2015: A Systematic Review and Bayesian Meta‐Analysis</article-title>
            <source>Arthritis &amp; Rheumatology</source>
            <volume>68</volume>
            <pub-id pub-id-type="doi">10.1002/art.39594</pub-id>
            <pub-id pub-id-type="pmid">26815601</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B6">
        <label>6.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Jennette, J.C. and Falk, R.J. (1997) Small-Vessel Vasculitis. <italic>New</italic><italic>England</italic><italic>Journal</italic><italic>of</italic><italic>Medicine</italic>, 337, 1512-1523. https://doi.org/10.1056/nejm199711203372106 <pub-id pub-id-type="doi">10.1056/nejm199711203372106</pub-id><pub-id pub-id-type="pmid">9366584</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1056/nejm199711203372106">https://doi.org/10.1056/nejm199711203372106</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Jennette, J.C.</string-name>
              <string-name>Falk, R.J.</string-name>
            </person-group>
            <year>1997</year>
            <article-title>Small-Vessel Vasculitis</article-title>
            <source>New England Journal of Medicine</source>
            <volume>337</volume>
            <pub-id pub-id-type="doi">10.1056/nejm199711203372106</pub-id>
            <pub-id pub-id-type="pmid">9366584</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B7">
        <label>7.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Berden, A.E., Ferrario, F., Hagen, E.C., Jayne, D.R., Jennette, J.C., Joh, K., <italic>et al</italic>. (2010) Histopathologic Classification of Anca-Associated Glomerulonephritis. <italic>Journal</italic><italic>of</italic><italic>the</italic><italic>American</italic><italic>Society</italic><italic>of</italic><italic>Nephrology</italic>, 21, 1628-1636. https://doi.org/10.1681/asn.2010050477 <pub-id pub-id-type="doi">10.1681/asn.2010050477</pub-id><pub-id pub-id-type="pmid">20616173</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1681/asn.2010050477">https://doi.org/10.1681/asn.2010050477</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Berden, A.E.</string-name>
              <string-name>Ferrario, F.</string-name>
              <string-name>Hagen, E.C.</string-name>
              <string-name>Jayne, D.R.</string-name>
              <string-name>Jennette, J.C.</string-name>
              <string-name>Joh, K.</string-name>
            </person-group>
            <year>2010</year>
            <article-title>Histopathologic Classification of Anca-Associated Glomerulonephritis</article-title>
            <source>Journal of the American Society of Nephrology</source>
            <volume>21</volume>
            <pub-id pub-id-type="doi">10.1681/asn.2010050477</pub-id>
            <pub-id pub-id-type="pmid">20616173</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B8">
        <label>8.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Ponticelli, C. and Moroni, G. (2010) Renal Manifestations of Systemic Sclerosis. <italic>Journal of Nephrology</italic>, 23, 148-154.</mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Ponticelli, C.</string-name>
              <string-name>Moroni, G.</string-name>
            </person-group>
            <year>2010</year>
            <article-title>Renal Manifestations of Systemic Sclerosis</article-title>
            <source>Journal of Nephrology</source>
            <volume>23</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B9">
        <label>9.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Goules, A.V., Tatouli, I.P., Moutsopoulos, H.M. and Tzioufas, A.G. (2013) Clinically Significant Renal Involvement in Primary Sjögren’s Syndrome: Clinical Presentation and Outcome. <italic>Arthritis</italic><italic>&amp;</italic><italic>Rheumatism</italic>, 65, 2945-2953. https://doi.org/10.1002/art.38100 <pub-id pub-id-type="doi">10.1002/art.38100</pub-id><pub-id pub-id-type="pmid">24166794</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/art.38100">https://doi.org/10.1002/art.38100</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Goules, A.V.</string-name>
              <string-name>Tatouli, I.P.</string-name>
              <string-name>Moutsopoulos, H.M.</string-name>
              <string-name>Tzioufas, A.G.</string-name>
            </person-group>
            <year>2013</year>
            <article-title>Clinically Significant Renal Involvement in Primary Sjögren’s Syndrome: Clinical Presentation and Outcome</article-title>
            <source>Arthritis &amp; Rheumatism</source>
            <volume>65</volume>
            <pub-id pub-id-type="doi">10.1002/art.38100</pub-id>
            <pub-id pub-id-type="pmid">24166794</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B10">
        <label>10.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Pozzi, C. and D’Amico, M. (2011) Renal Manifestations of Plasma Cell Dyscrasias. <italic>Journal of the American Society of Nephrology</italic>, 22, 1300-1308.</mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Pozzi, C.</string-name>
              <string-name>Amico, M.</string-name>
            </person-group>
            <year>2011</year>
            <article-title>Renal Manifestations of Plasma Cell Dyscrasias</article-title>
            <source>Journal of the American Society of Nephrology</source>
            <volume>22</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B11">
        <label>11.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Cervera, R., Khamashta, M.A., Font, J., Sebastiani, G.D., Gil, A., Lavilla, P., <italic>et al</italic>. (2003) Morbidity and Mortality in Systemic Lupus Erythematosus during a 10-Year Period: A Comparison of Early and late Manifestations in a Cohort of 1000 Patients. Medicine (Baltimore). <italic>Medicine</italic>, 82, 299-308. https://doi.org/10.1097/01.md.0000091181.93122.55 <pub-id pub-id-type="doi">10.1097/01.md.0000091181.93122.55</pub-id><pub-id pub-id-type="pmid">14530779</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1097/01.md.0000091181.93122.55">https://doi.org/10.1097/01.md.0000091181.93122.55</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Cervera, R.</string-name>
              <string-name>Khamashta, M.A.</string-name>
              <string-name>Font, J.</string-name>
              <string-name>Sebastiani, G.D.</string-name>
              <string-name>Gil, A.</string-name>
              <string-name>Lavilla, P.</string-name>
            </person-group>
            <year>2003</year>
            <article-title>Morbidity and Mortality in Systemic Lupus Erythematosus during a 10-Year Period: A Comparison of Early and late Manifestations in a Cohort of 1000 Patients</article-title>
            <source>Medicine (Baltimore). Medicine</source>
            <volume>82</volume>
            <pub-id pub-id-type="doi">10.1097/01.md.0000091181.93122.55</pub-id>
            <pub-id pub-id-type="pmid">14530779</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B12">
        <label>12.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Lachmann, H.J., Goodman, H.J.B., Gilbertson, J.A., Gallimore, J.R., Sabin, C.A., Gillmore, J.D., <italic>et al</italic>. (2007) Natural History and Outcome in Systemic AA Amyloidosis. <italic>New</italic><italic>England</italic><italic>Journal</italic><italic>of</italic><italic>Medicine</italic>, 356, 2361-2371. https://doi.org/10.1056/nejmoa070265 <pub-id pub-id-type="doi">10.1056/nejmoa070265</pub-id><pub-id pub-id-type="pmid">17554117</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1056/nejmoa070265">https://doi.org/10.1056/nejmoa070265</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Lachmann, H.J.</string-name>
              <string-name>Goodman, H.J.B.</string-name>
              <string-name>Gilbertson, J.A.</string-name>
              <string-name>Gallimore, J.R.</string-name>
              <string-name>Sabin, C.A.</string-name>
              <string-name>Gillmore, J.D.</string-name>
            </person-group>
            <year>2007</year>
            <article-title>Natural History and Outcome in Systemic AA Amyloidosis</article-title>
            <source>New England Journal of Medicine</source>
            <volume>356</volume>
            <pub-id pub-id-type="doi">10.1056/nejmoa070265</pub-id>
            <pub-id pub-id-type="pmid">17554117</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B13">
        <label>13.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Ramos-Casals, M., Stone, J.H., Cid, M.C. and Bosch, X. (2012) The Cryoglobulinaemias. <italic>The</italic><italic>Lancet</italic>, 379, 348-360. https://doi.org/10.1016/s0140-6736(11)60242-0 <pub-id pub-id-type="doi">10.1016/s0140-6736(11)60242-0</pub-id><pub-id pub-id-type="pmid">21868085</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s0140-6736(11)60242-0">https://doi.org/10.1016/s0140-6736(11)60242-0</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Ramos-Casals, M.</string-name>
              <string-name>Stone, J.H.</string-name>
              <string-name>Cid, M.C.</string-name>
              <string-name>Bosch, X.</string-name>
            </person-group>
            <year>2012</year>
            <article-title>The Cryoglobulinaemias</article-title>
            <source>The Lancet</source>
            <volume>6736</volume>
            <issue>11</issue>
            <pub-id pub-id-type="doi">10.1016/s0140-6736(11)60242-0</pub-id>
            <pub-id pub-id-type="pmid">21868085</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B14">
        <label>14.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Clive, D.M. and Stoff, J.S. (1984) Renal Syndromes Associated with Nonsteroidal Antiinflammatory Drugs. <italic>New</italic><italic>England</italic><italic>Journal</italic><italic>of</italic><italic>Medicine</italic>, 310, 563-572. https://doi.org/10.1056/nejm198403013100905 <pub-id pub-id-type="doi">10.1056/nejm198403013100905</pub-id><pub-id pub-id-type="pmid">6363936</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1056/nejm198403013100905">https://doi.org/10.1056/nejm198403013100905</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Clive, D.M.</string-name>
              <string-name>Stoff, J.S.</string-name>
            </person-group>
            <year>1984</year>
            <article-title>Renal Syndromes Associated with Nonsteroidal Antiinflammatory Drugs</article-title>
            <source>New England Journal of Medicine</source>
            <volume>310</volume>
            <pub-id pub-id-type="doi">10.1056/nejm198403013100905</pub-id>
            <pub-id pub-id-type="pmid">6363936</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B15">
        <label>15.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Nath, K.A. (1992) Tubulointerstitial Changes as a Major Determinant in the Progression of Renal Damage. <italic>American</italic><italic>Journal</italic><italic>of</italic><italic>Kidney</italic><italic>Diseases</italic>, 20, 1-17. https://doi.org/10.1016/s0272-6386(12)80312-x <pub-id pub-id-type="doi">10.1016/s0272-6386(12)80312-x</pub-id><pub-id pub-id-type="pmid">1621674</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s0272-6386(12)80312-x">https://doi.org/10.1016/s0272-6386(12)80312-x</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Nath, K.A.</string-name>
            </person-group>
            <year>1992</year>
            <article-title>Tubulointerstitial Changes as a Major Determinant in the Progression of Renal Damage</article-title>
            <source>American Journal of Kidney Diseases</source>
            <volume>6386</volume>
            <issue>12</issue>
            <pub-id pub-id-type="doi">10.1016/s0272-6386(12)80312-x</pub-id>
            <pub-id pub-id-type="pmid">1621674</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B16">
        <label>16.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Hill, G.S. (2008) Hypertensive Nephrosclerosis. <italic>Current</italic><italic>Opinion</italic><italic>in</italic><italic>Nephrology</italic><italic>and</italic><italic>Hypertension</italic>, 17, 266-270. https://doi.org/10.1097/mnh.0b013e3282f88a1f <pub-id pub-id-type="doi">10.1097/mnh.0b013e3282f88a1f</pub-id><pub-id pub-id-type="pmid">18408477</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1097/mnh.0b013e3282f88a1f">https://doi.org/10.1097/mnh.0b013e3282f88a1f</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Hill, G.S.</string-name>
            </person-group>
            <year>2008</year>
            <article-title>Hypertensive Nephrosclerosis</article-title>
            <source>Current Opinion in Nephrology and Hypertension</source>
            <volume>17</volume>
            <pub-id pub-id-type="doi">10.1097/mnh.0b013e3282f88a1f</pub-id>
            <pub-id pub-id-type="pmid">18408477</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B17">
        <label>17.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Dember, L.M. (2006) Amyloidosis-Associated Kidney Disease. <italic>Journal</italic><italic>of</italic><italic>the</italic><italic>American</italic><italic>Society</italic><italic>of</italic><italic>Nephrology</italic>, 17, 3458-3471. https://doi.org/10.1681/asn.2006050460 <pub-id pub-id-type="doi">10.1681/asn.2006050460</pub-id><pub-id pub-id-type="pmid">17093068</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1681/asn.2006050460">https://doi.org/10.1681/asn.2006050460</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Dember, L.M.</string-name>
            </person-group>
            <year>2006</year>
            <article-title>Amyloidosis-Associated Kidney Disease</article-title>
            <source>Journal of the American Society of Nephrology</source>
            <volume>17</volume>
            <pub-id pub-id-type="doi">10.1681/asn.2006050460</pub-id>
            <pub-id pub-id-type="pmid">17093068</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
    </ref-list>
  </back>
</article>