<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Transpl Int</journal-id>
<journal-title>Transplant International</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Transpl Int</abbrev-journal-title>
<issn pub-type="epub">1432-2277</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">12192</article-id>
<article-id pub-id-type="doi">10.3389/ti.2024.12192</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Health Archive</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>CMV Infection and Lymphopenia: Warning Markers of <italic>Pneumocystis</italic> Pneumonia in Kidney Transplant Recipients</article-title>
<alt-title alt-title-type="left-running-head">Eberl et al.</alt-title>
<alt-title alt-title-type="right-running-head">Pneumocystis Pneumonia in Kidney Transplantation</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Eberl</surname>
<given-names>Isabelle</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Binquet</surname>
<given-names>Christine</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Guilloteau</surname>
<given-names>Adrien</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Legendre</surname>
<given-names>Mathieu</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dalle</surname>
<given-names>Frederic</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Piroth</surname>
<given-names>Lionel</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Tinel</surname>
<given-names>Claire</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name>
<surname>Blot</surname>
<given-names>Mathieu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/672096/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Infectious Diseases</institution>, <institution>Dijon-Bourgogne University Hospital</institution>, <addr-line>Dijon</addr-line>, <country>France</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>CHU Dijon-Bourgogne</institution>, <institution>INSERM</institution>, <institution>Universit&#xe9; de Bourgogne</institution>, <institution>CIC 1432</institution>, <institution>Module &#xc9;pid&#xe9;miologie Clinique</institution>, <addr-line>Dijon</addr-line>, <country>France</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>LabEx LipSTIC</institution>, <institution>University of Burgundy</institution>, <addr-line>Dijon</addr-line>, <country>France</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>C&#xf4;te d&#xb4;Or Haematological Malignancy Registry (RHEMCO)</institution>, <institution>Dijon-Bourgogne University Hospital</institution>, <addr-line>Dijon</addr-line>, <country>France</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department Nephrology and Kidney Transplantation</institution>, <institution>Dijon-Bourgogne University Hospital</institution>, <addr-line>Dijon</addr-line>, <country>France</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Parasitology-Mycology</institution>, <institution>Dijon Bourgogne University Hospital</institution>, <addr-line>Dijon</addr-line>, <country>France</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>UMR PAM Universit&#xe9; de Bourgogne Franche-Comt&#xe9; (UBFC)</institution>, <institution>AgroSup Dijon</institution>, <institution>&#xc9;quipe Vin, Aliment, Microbiologie, Stress</institution>, <institution>Groupe Interactions Candida-muqueuses</institution>, <addr-line>Dijon</addr-line>, <country>France</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Universit&#xe9; Bourgogne Franche-Comt&#xe9; (UBFC)</institution>, <institution>EFS BFC</institution>, <institution>Inserm UMR1098</institution>, <institution>RIGHT</institution>, <addr-line>Besan&#xe7;on</addr-line>, <country>France</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Lipness Team</institution>, <institution>INSERM Research Centre LNC-UMR1231 and LabEx LipSTIC</institution>, <institution>University of Burgundy</institution>, <addr-line>Dijon</addr-line>, <country>France</country>
</aff>
<author-notes>
<corresp id="c001">&#x2a;Correspondence: Mathieu Blot, <email>mathieu.blot@chu-dijon.fr</email>
</corresp>
<fn fn-type="equal" id="fn001">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>01</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>37</volume>
<elocation-id>12192</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>10</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Eberl, Binquet, Guilloteau, Legendre, Dalle, Piroth, Tinel and Blot.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Eberl, Binquet, Guilloteau, Legendre, Dalle, Piroth, Tinel and Blot</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>
<italic>Pneumocystis</italic> pneumonia (PcP) remains life-threatening in kidney transplant recipients (KTR). Our study investigated risk factors one-year before PcP. We conducted a monocentric, case-control study including all KTR at the Dijon University Hospital (France) with a diagnosis of PcP between 2005 and 2022 (cases), and matched control KTR with no history of PcP (3 controls/case). Among all 1,135 KTR, 57 cases (5%) and 169 matched-controls were included. PcP was associated with 18% mortality. Compared to controls, cases were older, with a higher immunological risk, and CMV infection was more frequent in the year preceding the occurrence of PcP (23% vs. 4%; <italic>p</italic> &#x3c; 0.001). As early as 1 year before PcP, lymphocyte counts were lower and serum creatinine levels were higher in cases, but immunosuppressive regimens were not significantly different. Multivariable analysis identified lymphocyte count, serum creatinine level, being treated by immunosuppressive therapy other than anti-rejection drugs, and CMV infection in the year preceding the time PcP as independently associated with the occurrence of PcP. PcP was associated with an increased risk of subsequent chronic rejection (27% vs. 3%; <italic>p</italic> &#x3d; 0.001) and return to dialysis (20% vs. 3%; <italic>p</italic> &#x3d; 0.002). The occurrence of CMV infection and a low lymphocyte count could redefine the indications for continuation or reinitiation of anti-<italic>Pneumocystis</italic> prophylaxis.</p>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical Abstract</title>
<p>
<graphic xlink:href="TI_ti-2024-12192_wc_abs.tif" position="anchor"/>
</p>
</abstract>
<kwd-group>
<kwd>kidney transplantation</kwd>
<kwd>pneumonia</kwd>
<kwd>lymphopenia</kwd>
<kwd>pneumocystis</kwd>
<kwd>CMV</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Infections are the third leading cause of death following kidney transplantation [<xref ref-type="bibr" rid="B1">1</xref>], and <italic>Pneumocystis</italic> pneumonia (PcP) is one of the most severe opportunistic causes. <italic>Pneumocystis</italic> infects 0.3%&#x2013;2.6% of kidney transplant recipients (KTR), with a mortality rate reaching 14% in patients admitted to the ICU [<xref ref-type="bibr" rid="B2">2</xref>] and an increased risk of transplant loss in surviving patients [<xref ref-type="bibr" rid="B3">3</xref>]. The Kidney Disease Improving Global Outcomes (KDIGO) guidelines recommend universal initial PcP prophylaxis with cotrimoxazole for the first 3&#x2013;6&#xa0;months after kidney transplantation [<xref ref-type="bibr" rid="B4">4</xref>], while the American Society of Transplantation recommends prophylaxis for 6&#x2013;12&#xa0;months [<xref ref-type="bibr" rid="B5">5</xref>]. However, whether this prophylaxis should be prolonged or resumed in certain high risk situations remains unclear [<xref ref-type="bibr" rid="B5">5</xref>]. These recommendations have changed the epidemiology, and now most reports involve late post-transplant recipient PcP [<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>].</p>
<p>
<italic>Pneumocystis</italic> infection elicits T-cell mediated responses including T helper (Th) 1, Th2 and Th17 responses [<xref ref-type="bibr" rid="B10">10</xref>], and lymphopenia has been frequently reported as an independent risk factor for PcP [<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>]. Kaminski et al proposed targeted prophylaxis based on simple criteria such as chronic lymphopenia (i.e., &#x3c; 1,000/&#x3bc;L) [<xref ref-type="bibr" rid="B6">6</xref>]. However, the factors that contribute to lymphopenia are not fully understood. Some studies showed that cumulative immunosuppression, corticosteroids pulses, or treated transplant rejection episodes are independent risk factors for PcP, with some conflicting results depending on the cohorts [<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B19">19</xref>]. In addition, most study data are collected more than 1 year before the PCP. Identifying clinical and biological biomarkers in the year preceding the PcP could help guide clinicians regarding PcP prophylaxis.</p>
<p>Thus, the main objective of our study was to identify risk factors associated with PcP after kidney transplantation, with a particular focus on events occurring in the year prior PcP. The secondary objective was to study how PcP affects kidney transplant and patient outcomes.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Material and Methods</title>
<sec id="s2-1">
<title>Study Design</title>
<p>We conducted a retrospective, case-control study at the University Hospital of Dijon (France) (1,200 beds). We included all KTR aged 18&#xa0;years or older, with post-transplant PcP diagnosed between 2005 and 2022 (cases) and 3 matched-control KTR with no history of PcP during their follow-up (controls). Control patients were matched on the date of the active transplantation (&#xb1;6&#xa0;months) and selected if they had a functioning transplant at the time of PcP and with a minimal 1-year follow-up after the date of the matched PCP case. We used a simple matching strategy, using the date of transplantation to ensure a homogeneous clinical care and an equal distribution of exposure among cases and controls. Further matching variable candidates (such as induction therapy or lymphopenia) were not retained as the association of matched variables with outcomes cannot be examined. We defined T<sub>PcP</sub> as the day of the microbiological confirmation of the PcP for each case and as the reference matched day from active transplantation for the matched control.</p>
<p>The criteria for PcP were (i) clinical signs of pneumonia (at least 2 signs among cough, sputum, chest pain, dyspnea, temperature &#x3e;37.8&#xb0;C or &#x3c;36&#xb0;C, crackles), and (ii) lung infiltration on chest x-ray or CT-scan, and (iii) a positive result on <italic>Pneumocystis jirovecii</italic> real-time polymerase chain reaction (PCR) testing [MycoGENIE<sup>&#xae;</sup> P. jirovecii Kit ADEMTECH, Bordeaux, France] or direct immunofluorescence testing, or direct examination (Gomori-Grocott and May-Gr&#xfc;nwald-Giemsa staining) of respiratory microbiological samples (sputum, tracheal aspirate, broncho-alveolar lavage fluid (BALF)). A diagnosis of PcP was not retained in case of a more likely diagnosis and if the curative treatment for PcP was not pursued.</p>
<p>First, we identified cases with the International Classification of Diseases (ICD)-10 codes in the French hospital discharge database using codes associated with kidney transplantation (Z940) and <italic>Pneumocystis</italic> infection (B59). These data were cross-referenced with those of the Nephrology Department of the Dijon University Hospital to identify potential missing cases. The accuracy of the diagnosis was checked in individual medical files by a trained clinician and patients were not included if they did not meet the inclusion criteria. If a patient presented several episodes of PcP, only the first was considered.</p>
</sec>
<sec id="s2-2">
<title>Data Collection</title>
<p>Data from cases and controls were collected from medical records. A high immunological risk was defined as &#x3e;1 allograft transplantation and/or positive anti-human leukocyte antigen (HLA) antibodies (before or on the day of transplantation). Cytomegalovirus (CMV) infection was defined as a positive whole blood CMV quantitative nucleic acid testing for patients from 2005 or as a positive CMV antigenemia (CMV-pp65 antigen) before that date, in accordance with the evolving diagnostic strategy in our center.</p>
<p>In the year before T<sub>PCP</sub>, at several time points (6&#xa0;months-1&#xa0;year, 3&#x2013;6&#xa0;months, 1&#x2013;3&#xa0;months before T<sub>PcP</sub>, and at T<sub>PcP</sub>), we collected biological data, immunosuppressive regimen including mycophenolate mofetil (MMF) and azathioprine doses, and trough levels [T<sub>0</sub>] for cyclosporine, tacrolimus, and mammalian target of rapamycin inhibitors (mTORi), and occurrence of infections. Clinical and radiological signs, and treatments received for PcP were collected for each case. One year after T<sub>PcP</sub>, we collected immune status and renal function (serum creatinine levels and estimated glomerular filtration rate [eGFR] according to the chronic kidney disease-epidemiology collaboration [CKD-EPI]). We defined allograft failure as return to permanent dialysis. Each transplant rejection was histologically proven by allograft biopsy and immunohistological examination according to the Banff classification.</p>
</sec>
<sec id="s2-3">
<title>Immunosuppressive Regimen and Scoring Therapy-Related Immunosuppression</title>
<p>Immunosuppressive therapy strategy in our center is detailed in the <xref ref-type="sec" rid="s10">Supplemental Methods</xref>.</p>
<p>We used a modified version of the score by Vasudev et al [<xref ref-type="bibr" rid="B20">20</xref>] to quantify the impact of immunosuppressive therapies, using the concept of an immunosuppression unit and based on the drug trough level (T0) instead of drug doses (<xref ref-type="sec" rid="s10">Supplemental Methods</xref>). We also established the TIS (Total ImmunoSuppression) score, to take into account immunosuppressive therapies other than maintenance treatment, including corticosteroid pulses, chemotherapy treatment for solid cancer or hematological disease received in the year before T<sub>PCP</sub> (<xref ref-type="sec" rid="s10">Supplemental Methods</xref>). In our center, patients were treated with post-transplantation prophylaxis (oral cotrimoxazole or atovaquone if intolerance) but the duration of treatment was left to the physician&#x2019;s discretion.</p>
</sec>
<sec id="s2-4">
<title>Ethics</title>
<p>The study protocol and data collection are in accordance with French (Information Technology and Freedom Law n&#xb0;78-17 of 6 January 1978) and European (GRPD EU 2016/679) good practice recommendations on data protection and patient information (Commitment of compliance MR004 n&#xb0;2210228 of 3 December 2018), with written patient consent not being required for this non-interventional study. All personnel involved in organ donation and transplantation at the University Hospital of Dijon commit to respect the objectives, principles and recommendations of the Istanbul Declaration against organ trafficking and tourism in organ transplantation.</p>
</sec>
<sec id="s2-5">
<title>Statistical Analysis</title>
<p>Quantitative values were expressed by their medians and interquartile ranges (IQR), and qualitative variables by their level&#x2019;s size and percentages. Initial univariable analyses were performed using a conditional logistic regression on all available patient characteristics. In order to identify the variables independently associated with PcP, a conditional logistic regression was estimated with all the variables associated with the occurrence of PcP with a <italic>p</italic>-value &#x3c;0.2 in univariable analysis and then a backward selection was performed using AIC. Patients with missing data were excluded. The log-linearity hypothesis for continuous variable was assessed by comparing two models, with and without the adjunction of a quadratic term, using the Likelihood Ratio Test (LRT). Results were expressed as odds ratios (OR) with 95% confidence intervals (95%CI). Stacked bar charts were plotted to represent the distribution of cases and controls according to the lymphocyte count and the occurrence of a CMV infection within the year before the time of <italic>Pneumocystis</italic> pneumonia. A <italic>p</italic>-value &#x3c;0.05 was considered statistically significant. Analyses were performed using R (v4.1.3) and GraphPad Prism (v.9.1.1) software.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Demographic and Clinical Characteristics of the Study Population</title>
<p>Among 1,135 kidney transplant patients, 57 patients (5%) developed PcP after transplantation between 2005 and 2022, and were considered as cases. They were matched with 169 control renal transplant patients with no history of PcP. Not all cases could be matched to 3 controls (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>). Following active transplantation, PcP occurred after a median time of 40&#xa0;months (IQR 13&#x2013;92) and, after prophylaxis discontinuation if applicable, a median time of 18 months (4&#x2013;34).</p>
<p>Cases were significantly older than controls at T<sub>PcP</sub> but the sex ratio and comorbidity profile did not differ between groups (<xref ref-type="table" rid="T1">Table 1</xref>). Cases had a higher immunological risk, but induction and maintenance therapies were comparable. However, cases had received significantly more other adjuvant immunosuppressive therapies prior to their active transplantation (i.e., anti-CD20 or anti-CD3 antibodies or plasma exchange). Anti-<italic>Pneumocystis</italic> prophylaxis was administered in half of the patients (including 100% of patients transplanted after 2007), with no difference between the two groups, but with a shorter prescription in cases compared to controls (6.0 (4.6&#x2013;8.4) vs. 8.2 (5.3&#x2013;15.8) months; <italic>p</italic> &#x3d; 0.027). Acute rejection was reported in 14% of patients, with no significant difference between the two groups.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Baseline characteristics of cases and controls.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left"/>
<th align="center">Missing</th>
<th align="center">Controls</th>
<th align="center">Cases</th>
<th rowspan="2" align="center">
<italic>p</italic>-value</th>
</tr>
<tr>
<th align="center">Data</th>
<th align="center">
<italic>n</italic> &#x3d; 169</th>
<th align="center">
<italic>n</italic> &#x3d; 57</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="5" align="left">
<bold>Demographic data</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Age (years) at T<sub>PCP</sub>, median (IQR)</td>
<td align="center">0</td>
<td align="center">57 (43&#x2013;65)</td>
<td align="center">61 (57&#x2013;66)</td>
<td align="center">0.043</td>
</tr>
<tr>
<td align="left">&#x2003;Male sex, n (%)</td>
<td align="center">0</td>
<td align="center">70 (41)</td>
<td align="center">28 (49)</td>
<td align="center">0.282</td>
</tr>
<tr>
<td colspan="5" align="left">
<bold>Comorbidities at T<sub>PCP</sub>
</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Chronic heart disease, n (%)</td>
<td align="center">0</td>
<td align="center">36 (21)</td>
<td align="center">17 (30)</td>
<td align="center">0.197</td>
</tr>
<tr>
<td align="left">&#x2003;Diabetes, n (%)</td>
<td align="center">0</td>
<td align="center">36 (21)</td>
<td align="center">16 (28)</td>
<td align="center">0.272</td>
</tr>
<tr>
<td align="left">&#x2003;Chronic pulmonary disease, n (%)</td>
<td align="center">0</td>
<td align="center">6 (4)</td>
<td align="center">3 (5)</td>
<td align="center">0.566</td>
</tr>
<tr>
<td align="left">&#x2003;Chronic liver disease, n (%)</td>
<td align="center">0</td>
<td align="center">12 (7)</td>
<td align="center">2 (4)</td>
<td align="center">0.43</td>
</tr>
<tr>
<td align="left">&#x2003;Solid tumor, n (%)</td>
<td align="center">0</td>
<td align="center">26 (15)</td>
<td align="center">10 (18)</td>
<td align="center">0.751</td>
</tr>
<tr>
<td align="left">&#x2003;Hematological cancer, n (%)</td>
<td align="center">0</td>
<td align="center">2 (1)</td>
<td align="center">2 (4)</td>
<td align="center">0.272</td>
</tr>
<tr>
<td align="left">&#x2003;Cancer chemotherapy within a year before T<sub>PCP</sub>, n (%)</td>
<td align="center">0</td>
<td align="center">2 (1)</td>
<td align="center">2 (4)</td>
<td align="center">0.272</td>
</tr>
<tr>
<td align="left">&#x2003;Primary underlying nephropathy</td>
<td align="center">0</td>
<td align="left"/>
<td align="left"/>
<td align="center">0.909</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Vascular, n (%)</td>
<td align="left"/>
<td align="center">11 (7)</td>
<td align="center">3 (5)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Tubulo-interstitial, n (%)</td>
<td align="left"/>
<td align="center">27 (16)</td>
<td align="center">4 (7)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Glomerular, n (%)</td>
<td align="left"/>
<td align="center">60 (36)</td>
<td align="center">26 (46)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Polycystic kidney, n (%)</td>
<td align="left"/>
<td align="center">43 (25)</td>
<td align="center">13 (23)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Others, n (%)</td>
<td align="left"/>
<td align="center">10 (6)</td>
<td align="center">3 (5)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Unknown, n (%)</td>
<td align="left"/>
<td align="center">18 (11)</td>
<td align="center">8 (14)</td>
<td align="left"/>
</tr>
<tr>
<td colspan="5" align="left">Transplant data</td>
</tr>
<tr>
<td align="left">&#x2003;First transplant, n (%)</td>
<td align="center">0</td>
<td align="center">144 (85)</td>
<td align="center">49 (86)</td>
<td align="center">0.913</td>
</tr>
<tr>
<td align="left">&#x2003;Age (years) at active transplant, median (IQR)</td>
<td align="center">0</td>
<td align="center">51 (38&#x2013;60)</td>
<td align="center">56 (47&#x2013;60)</td>
<td align="center">0.04</td>
</tr>
<tr>
<td align="left">&#x2003;Living donor transplant, n (%)</td>
<td align="center">2</td>
<td align="center">21 (12)</td>
<td align="center">5 (9)</td>
<td align="center">0.469</td>
</tr>
<tr>
<td align="left">&#x2003;High immunological risk, n (%)</td>
<td align="center">6</td>
<td align="center">70 (42)</td>
<td align="center">31 (60)</td>
<td align="center">0.029</td>
</tr>
<tr>
<td align="left">&#x2003;Anti-HLA antibodies</td>
<td align="center">9</td>
<td align="left"/>
<td align="left"/>
<td align="center">0.107</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Transitional, n (%)</td>
<td align="left"/>
<td align="center">13 (8)</td>
<td align="center">9 (18)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Constant, n (%)</td>
<td align="left"/>
<td align="center">52 (32)</td>
<td align="center">20 (40)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Anti-HLA antibodies at the time of transplantation, n (%)</td>
<td align="center">9</td>
<td align="center">56 (34)</td>
<td align="center">23 (46)</td>
<td align="center">0.125</td>
</tr>
<tr>
<td align="left">&#x2003;Antibodies to the donor at the time of transplantation, n (%)</td>
<td align="center">9</td>
<td align="center">1 (1)</td>
<td align="center">0</td>
<td align="center">NA</td>
</tr>
<tr>
<td align="left">&#x2003;CMV Status D&#x2b;/R-</td>
<td align="center">0</td>
<td align="center">47 (28)</td>
<td align="center">12 (21)</td>
<td align="center">0.403</td>
</tr>
<tr>
<td colspan="5" align="left">Induction therapy</td>
</tr>
<tr>
<td align="left">&#x2003;Polyclonal antibodies, n (%)</td>
<td align="center">2</td>
<td align="center">114 (67)</td>
<td align="center">37 (69)</td>
<td align="center">0.851</td>
</tr>
<tr>
<td align="left">&#x2003;Anti-IL2-R, n (%)</td>
<td align="center">3</td>
<td align="center">50 (30)</td>
<td align="center">16 (30)</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">&#x2003;Other induction therapy, n (%)</td>
<td align="center">4</td>
<td align="center">3 (2)</td>
<td align="center">5 (9)</td>
<td align="center">0.018</td>
</tr>
<tr>
<td colspan="5" align="left">Initial immunosuppressive regimen</td>
</tr>
<tr>
<td align="left">&#x2003;Corticosteroids, n (%)</td>
<td align="center">1</td>
<td align="center">169 (100)</td>
<td align="center">55 (98)</td>
<td align="center">0.561</td>
</tr>
<tr>
<td align="left">&#x2003;Calcineurin inhibitors, n (%)</td>
<td align="center">1</td>
<td align="center">156 (92)</td>
<td align="center">49 (88)</td>
<td align="center">0.234</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Ciclosporin, n (%)</td>
<td align="center">1</td>
<td align="center">119 (70)</td>
<td align="center">34 (61)</td>
<td align="center">0.208</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Tacrolimus, n (%)</td>
<td align="center">1</td>
<td align="center">38 (22)</td>
<td align="center">14 (25)</td>
<td align="center">0.703</td>
</tr>
<tr>
<td align="left">&#x2003;Antimetabolites, n (%)</td>
<td align="center">1</td>
<td align="center">168 (99)</td>
<td align="center">54 (96)</td>
<td align="center">0.24</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Azathioprine, n (%)</td>
<td align="center">1</td>
<td align="center">12 (7)</td>
<td align="center">3 (5)</td>
<td align="center">0.885</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Mycophenolic acid, n (%)</td>
<td align="center">1</td>
<td align="center">156 (92)</td>
<td align="center">51 (91)</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">&#x2003;m-TOR inhibitors, n (%)</td>
<td align="center">1</td>
<td align="center">4 (2)</td>
<td align="center">4 (7)</td>
<td align="center">0.097</td>
</tr>
<tr>
<td colspan="5" align="left">Prophylaxis against PCP</td>
</tr>
<tr>
<td align="left">&#x2003;Cotrimoxazole, n (%)</td>
<td align="center">0</td>
<td align="center">81 (48)</td>
<td align="center">26 (48)</td>
<td align="center">0.696</td>
</tr>
<tr>
<td align="left">&#x2003;Atovaquone, n (%)</td>
<td align="left"/>
<td align="center">2 (1)</td>
<td align="center">0 (0)</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">&#x2003;Prophylaxis duration (month), median (IQR)</td>
<td align="left"/>
<td align="center">8.2 (5.3&#x2013;15.8)</td>
<td align="center">6.0 (4.6&#x2013;8.4)</td>
<td align="center">0.027</td>
</tr>
<tr>
<td colspan="5" align="left">Infectious and immunological complications before T<sub>PCP</sub>
</td>
</tr>
<tr>
<td align="left">&#x2003;Acute rejection, n (%)</td>
<td align="center">1</td>
<td align="center">23 (14)</td>
<td align="center">8 (14)</td>
<td align="center">0.482</td>
</tr>
<tr>
<td align="left">&#x2003;Acute rejection in the year before T<sub>PCP</sub>, n (%)</td>
<td align="center">1</td>
<td align="center">3 (2)</td>
<td align="center">2 (4)</td>
<td align="center">0.448</td>
</tr>
<tr>
<td align="left">&#x2003;CMV infection, n (%)</td>
<td align="center">1</td>
<td align="center">26 (15)</td>
<td align="center">21 (37)</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="left">&#x2003;CMV infection in the year before T<sub>PCP</sub>, n (%),</td>
<td align="center">1</td>
<td align="center">7 (4)</td>
<td align="center">13 (23)</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="left">&#x2003;Other infection, n (%)</td>
<td align="center">7</td>
<td align="center">41 (24)</td>
<td align="center">21 (37)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Bacteriemia, n (%)</td>
<td align="left"/>
<td align="center">7 (4)</td>
<td align="center">2 (4)</td>
<td align="center">0.848</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Urinary tract infection (including pyelonephritis), n (%)</td>
<td align="left"/>
<td align="center">37 (22)</td>
<td align="center">19 (33)</td>
<td align="center">0.298</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Respiratory infection, n (%)</td>
<td align="left"/>
<td align="center">3 (2)</td>
<td align="center">2 (4)</td>
<td align="center">0.448</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;- Other infection in the year before T<sub>PCP</sub>, n (%)</td>
<td align="left"/>
<td align="center">8 (5)</td>
<td align="center">4 (7)</td>
<td align="center">0.42</td>
</tr>
<tr>
<td colspan="5" align="left">Immunosuppressive regimen at T<sub>PCP</sub>, n (%)</td>
</tr>
<tr>
<td align="left">&#x2003;Corticosteroids, n (%)</td>
<td align="center">0</td>
<td align="center">161 (95)</td>
<td align="center">57 (100)</td>
<td align="center">0.208</td>
</tr>
<tr>
<td align="left">&#x2003;Ciclosporin, n (%)</td>
<td align="center">0</td>
<td align="center">76 (45)</td>
<td align="center">25 (44)</td>
<td align="center">0.936</td>
</tr>
<tr>
<td align="left">&#x2003;Tacrolimus, n (%)</td>
<td align="center">0</td>
<td align="center">52 (31)</td>
<td align="center">16 (28)</td>
<td align="center">0.717</td>
</tr>
<tr>
<td align="left">&#x2003;m-TOR inhibitors, n (%)</td>
<td align="center">0</td>
<td align="center">22 (13)</td>
<td align="center">14 (25)</td>
<td align="center">0.041</td>
</tr>
<tr>
<td align="left">&#x2003;Azathioprine, n (%)</td>
<td align="center">0</td>
<td align="center">14 (8)</td>
<td align="center">8 (14)</td>
<td align="center">0.262</td>
</tr>
<tr>
<td align="left">&#x2003;Mycophenolic acid, n (%)</td>
<td align="center">0</td>
<td align="center">143 (85)</td>
<td align="center">43 (77)</td>
<td align="center">0.144</td>
</tr>
<tr>
<td align="left">&#x2003;Corticosteroid pulses in the year before T<sub>PCP</sub>, n (%)</td>
<td align="center">0</td>
<td align="center">5 (3)</td>
<td align="center">4 (7)</td>
<td align="center">0.177</td>
</tr>
<tr>
<td align="left">&#x2003;Other immunosuppressive therapy<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>, n (%)</td>
<td align="center">0</td>
<td align="center">3 (2)</td>
<td align="center">5 (9)</td>
<td align="center">0.025</td>
</tr>
<tr>
<td colspan="5" align="left">Immunosuppression score</td>
</tr>
<tr>
<td align="left">&#x2003;Modified Vasudev total score, median (IQR)</td>
<td align="center">0</td>
<td align="center">5 (4&#x2013;7)</td>
<td align="center">5 (4&#x2013;6.5)</td>
<td align="center">0.822</td>
</tr>
<tr>
<td align="left">&#x2003;TIS score, median (IQR)</td>
<td align="center">0</td>
<td align="center">22.5 (17.5&#x2013;27.5)</td>
<td align="center">25 (20&#x2013;27.5)</td>
<td align="center">0.17</td>
</tr>
<tr>
<td colspan="5" align="left">Biological findings 1&#x2013;3&#xa0;months before TPCP</td>
</tr>
<tr>
<td align="left">&#x2003;Leukocytes (/mm&#xb3;), median (IQR)</td>
<td align="center">17</td>
<td align="center">6.1 (4.7&#x2013;7.4)</td>
<td align="center">5.7 (4.4&#x2013;8.1)</td>
<td align="center">0.407</td>
</tr>
<tr>
<td align="left">&#x2003;Neutrophils (/mm&#xb3;), median (IQR)</td>
<td align="center">20</td>
<td align="center">4.2 (3.2&#x2013;5.1)</td>
<td align="center">3.9 (3.1&#x2013;5.7)</td>
<td align="center">0.032</td>
</tr>
<tr>
<td align="left">&#x2003;Lymphocytes (/mm&#xb3;), median (IQR)</td>
<td align="center">19</td>
<td align="center">1.1 (0.7&#x2013;1.6)</td>
<td align="center">0.7 (0.4&#x2013;1)</td>
<td align="center">0.001</td>
</tr>
<tr>
<td align="left">&#x2003;Monocytes (/mm&#xb3;), median (IQR)</td>
<td align="center">20</td>
<td align="center">0.6 (0.4&#x2013;0.7)</td>
<td align="center">0.5 (0.4&#x2013;0.6)</td>
<td align="center">0.137</td>
</tr>
<tr>
<td align="left">&#x2003;Serum creatinine (&#xb5;mol/L), median (IQR)</td>
<td align="center">13</td>
<td align="center">128 (103&#x2013;155)</td>
<td align="center">175 (133&#x2013;225)</td>
<td align="center">0.001</td>
</tr>
<tr>
<td align="left">&#x2003;Calcemia (mmol/L), median (IQR)</td>
<td align="center">18</td>
<td align="center">2.4 (2.3&#x2013;2.5)</td>
<td align="center">2.4 (2.2&#x2013;2.5)</td>
<td align="center">0.536</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>Plasma exchanges (<italic>n</italic> &#x3d; 2), anti-CD20 (<italic>n</italic> &#x3d; 2), Sirolimus as anti-cancer therapy (<italic>n</italic> &#x3d; 1), cyclophosphamide (<italic>n</italic> &#x3d; 1), OKT3 (<italic>n</italic> &#x3d; 1), azathioprine for an ulcerative colitis (<italic>n</italic> &#x3d; 1).</p>
</fn>
<fn>
<p>Abbreviations: CMV, Cytomegalovirus; IQR, Interquartile range; HLA, Human Leukocyte Antigen; mTOR, Mammalian Target of Rapamycin; PCP, Pneumocystis pneumonia; T<sub>PCP</sub>, Time of PCP; TIS, total immunosuppression score.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Cases were significantly more likely to present CMV infection than controls (37% vs. 15%; <italic>p</italic> &#x3c; 0.001), mainly in the year before T<sub>PcP</sub> (23% vs. 4%; <italic>p</italic> &#x3c; 0.001). Among cases with a CMV infection, 17/22 (77%) developed PcP in the 2&#xa0;years following the infection (<xref ref-type="fig" rid="F1">Figure 1B</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Proportion of incident and cumulative <italic>Pneumocystis</italic> pneumonia cases according time post transplantation <bold>(A)</bold> and among cases with CMV infection in the year before <italic>Pneumocystis</italic> pneumonia <bold>(B)</bold>. Abbreviations: CMV, cytomegalovirus; PCP, <italic>Pneumocystis</italic> pneumonia.</p>
</caption>
<graphic xlink:href="ti-37-12192-g001.tif"/>
</fig>
<p>The immunosuppressive regimen that was being administered at T<sub>PcP</sub> did not differ between cases and controls, with the exception of m-Tor inhibitors, which were significantly more prescribed for cases. However, both immunosuppression scores TIS and modified Vasudev total scores did not significantly differ between cases and control at T<sub>PcP</sub> and in the year before (<xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="fig" rid="F2">Figures 2A, B</xref>; <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Comparison of immunosuppression scores and biological values over time from 1 year before to 1 year after the time of PCP between cases and controls: modified Vasudev score <bold>(A)</bold>, Therapeutic Immunosuppression (TIS) score <bold>(B)</bold>, lymphocytes <bold>(C)</bold> and serum creatinine levels <bold>(D)</bold>. Comparisons were performed with Wilcoxon test for matched data for each time-point with false discovery rate to correct for multiple comparisons. All panels: &#x2a;<italic>p</italic> &#x3c; 0.05 to &#x3c;0.01; &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01 to &#x3c;0.001; &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001. Abbreviations: TIS score, therapeutic immunosuppression score; PCP, <italic>Pneumocystis</italic> pneumonia; T<sub>PCP</sub>, time of PCP.</p>
</caption>
<graphic xlink:href="ti-37-12192-g002.tif"/>
</fig>
<p>Lymphocyte counts were significantly lower and neutrophil counts and creatinine levels higher in cases compared to controls (<xref ref-type="table" rid="T1">Table 1</xref>). The differences in lymphocyte count and creatinine levels were present as early as 1&#xa0;year before T<sub>PCP</sub> (<xref ref-type="fig" rid="F2">Figure 2</xref>; <xref ref-type="sec" rid="s10">Supplementary Table S2</xref>).</p>
</sec>
<sec id="s3-2">
<title>Factors Independently Associated With the Occurrence of PcP</title>
<p>Due to missing data mainly on biological findings, the multivariable model was estimated on 44 cases and 157 controls. It showed that factors independently associated with PcP were: being treated by immunosuppressive therapy other than anti-rejection drugs, CMV infection in the year before T<sub>PcP</sub>, lymphocyte count and creatinine levels 1&#x2013;3&#xa0;months before T<sub>PcP</sub> (<xref ref-type="table" rid="T2">Table 2</xref>). Thus we observed that 24% of cases had a lymphocyte count &#x3c;1,000/mm<sup>3</sup> and CMV infection in the year before T<sub>PcP</sub>, compare with only 3% of control patients (<xref ref-type="fig" rid="F3">Figure 3</xref>; <xref ref-type="sec" rid="s10">Supplementary Table S4</xref>). In a sensitivity analysis in patients who systematically received anti-<italic>Pneumocystis</italic> prophylaxis after renal transplantation (<italic>n</italic> &#x3d; 104), we observed that 32% of cases had a lymphocyte count &#x3c;1,000/mm<sup>3</sup> and a CMV infection in the year before T<sub>PcP</sub>, compared with only 4% of control patients (<xref ref-type="sec" rid="s10">Supplementary Table S5</xref>). No deviation from the hypothesis of log-linearity was identified for continuous variable (age at T<sub>PcP</sub>, neutrophils, lymphocytes, serum creatinine).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Multivariable logistic regression analysis for factors associated with Pneumocystis pneumonia.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Variables</th>
<th align="center">Odds ratio</th>
<th align="center">95% CI</th>
<th align="center">
<italic>p</italic>-value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Other immunosuppressive therapy (yes vs. no)</td>
<td align="center">30.006</td>
<td align="center">2.021&#x2013;445.451</td>
<td align="center">0.013</td>
</tr>
<tr>
<td align="left">CMV infection in the year before T<sub>PCP</sub> (yes vs. no)</td>
<td align="center">6.663</td>
<td align="center">1.054&#x2013;42.121</td>
<td align="center">0.044</td>
</tr>
<tr>
<td align="left">Lymphocyte count 1&#x2013;3&#xa0;months before T<sub>PCP</sub>
</td>
<td align="center">0.174</td>
<td align="center">0.054&#x2013;0.563</td>
<td align="center">0.004</td>
</tr>
<tr>
<td align="left">Serum creatinine 1&#x2013;3&#xa0;months before T<sub>PCP</sub>
</td>
<td align="center">1.009</td>
<td align="center">1.000&#x2013;1.017</td>
<td align="center">0.038</td>
</tr>
<tr>
<td align="left">Neutrophil count 1&#x2013;3&#xa0;months before T<sub>PCP</sub>
</td>
<td align="center">1.214</td>
<td align="center">0.951&#x2013;1.549</td>
<td align="center">0.119</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Abbreviations: PCP, Pneumocystis pneumonia; T<sub>PCP</sub>, Time of PCP.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Stacked bar charts showing the distribution of cases and controls according to the lymphocyte count and the occurrence of a CMV infection within the year before the time of <italic>Pneumocystis</italic> pneumonia (whole population <italic>n</italic> &#x3d; 226). Cases and controls were represented as having no CMV infection within the year and lymphocytes count &#x2265;1,000/mm<sup>3</sup> (white), CMV infection within the year or lymphocyte count &#x3c;1,000/mm<sup>3</sup> (light gray), and CMV infection within the year and lymphocytes count &#x3c;1,000/mm<sup>3</sup> (dark gray). Lymphocyte count was measured 3&#xa0;months before the time of <italic>Pneumocystis</italic> pneumonia. Abbreviations: CMV, cytomegalovirus.</p>
</caption>
<graphic xlink:href="ti-37-12192-g003.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Outcomes Following PCP</title>
<p>At 1 year after T<sub>PcP</sub>, we observed 12 (21%) deaths, including 10 (18%) related to PcP in cases and no deaths in control patients. In surviving patients, cases were more likely to have high creatinine levels, transplant rejection and return to dialysis 1&#xa0;year after T<sub>PcP</sub> (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Univariable comparisons of patient outcomes at 1&#xa0;year after <italic>Pneumocystis</italic> pneumonia.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left"/>
<th align="center">Missing</th>
<th align="center">Controls</th>
<th align="center">Cases</th>
<th align="left"/>
</tr>
<tr>
<th align="center">Data</th>
<th align="center">
<italic>n</italic> &#x3d; 169</th>
<th align="center">
<italic>n</italic> &#x3d; 57</th>
<th align="center">
<italic>p-</italic>value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Mortality, n (%)</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">12 (21)</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="left">PCP-related mortality, n (%)</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">10 (18)</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="left">Leukocyte count (/mm<sup>3</sup>), median (IQR)</td>
<td align="center">32</td>
<td align="center">6 (5.1&#x2013;7.5)</td>
<td align="center">5.8 (4.9&#x2013;8.1)</td>
<td align="center">0.352</td>
</tr>
<tr>
<td align="left">Neutrophil count (/mm<sup>3</sup>), median (IQR)</td>
<td align="center">33</td>
<td align="center">4 (3.2&#x2013;5)</td>
<td align="center">3.7 (3&#x2013;5.4)</td>
<td align="center">0.703</td>
</tr>
<tr>
<td align="left">Lymphocyte count (/mm<sup>3</sup>), median (IQR)</td>
<td align="center">32</td>
<td align="center">1.2 (0.9&#x2013;1.6)</td>
<td align="center">1.2 (0.8&#x2013;1.5)</td>
<td align="center">0.483</td>
</tr>
<tr>
<td align="left">Monocyte count (/mm<sup>3</sup>), median (IQR)</td>
<td align="center">34</td>
<td align="center">0.6 (0.5&#x2013;0.7)</td>
<td align="center">0.6 (0.5&#x2013;0.8)</td>
<td align="center">0.807</td>
</tr>
<tr>
<td align="left">Serum creatinine levels (&#xb5;mol/L), median (IQR)</td>
<td align="center">28</td>
<td align="center">124 (105&#x2013;159)</td>
<td align="center">209 (146&#x2013;252)</td>
<td align="center">0.001</td>
</tr>
<tr>
<td align="left">GFR (mL/min)<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>, median (IQR)</td>
<td align="center">32</td>
<td align="center">54 (38&#x2013;70)</td>
<td align="center">27 (23&#x2013;42)</td>
<td align="center">0.001</td>
</tr>
<tr>
<td align="left">Proteinuria<xref ref-type="table-fn" rid="Tfn3">
<sup>b</sup>
</xref> (g/g), median (IQR)</td>
<td align="center">46</td>
<td align="center">0.28 (0.17&#x2013;0.51)</td>
<td align="center">0.48 (0.2&#x2013;1.2)</td>
<td align="center">0.486</td>
</tr>
<tr>
<td align="left">Transplant rejection, n (%)</td>
<td align="center">22</td>
<td align="center">5 (3)</td>
<td align="center">12 (27)</td>
<td align="center">0.001</td>
</tr>
<tr>
<td align="left">Transplant rejection with need for dialysis, n (%)</td>
<td align="center">21</td>
<td align="center">5 (3)</td>
<td align="center">9 (20)</td>
<td align="center">0.002</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn2">
<label>
<sup>a</sup>
</label>
<p>According o the CKD-EPI, formula.</p>
</fn>
<fn id="Tfn3">
<label>
<sup>b</sup>
</label>
<p>Proteinur/creatinuria ratio &#x3d; Uprot [mg/L] x 8,84/Ucreat [&#xb5;mol/L]) Abbreviations: GFR, Glomerular filtration rate; IQR, Interquartile range; T<sub>PCP</sub>, Time of <italic>Pneumocystis</italic> pneumonia.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Our case-control study involving KTR yielded 2 main results. First, PcP occurred in 5% of KTR followed in our center and was associated with high related mortality (18%), an increased risk of subsequent chronic rejection, and a return to dialysis. Secondly, several factors were independently associated with PcP, including being treated by immunosuppressive therapy other than anti-rejection drugs, CMV infection in the year before T<sub>PcP</sub>, low lymphocyte count, and high creatinine levels. Having a lymphocyte count &#x3c;1,000/mm<sup>3</sup> and/or a CMV infection are two main factors associated with the occurrence of PcP within the year.</p>
<p>PcP is an opportunistic infection that occurs in patients suffering from CD4<sup>&#x2b;</sup> T cell response deficiency, which is the case in KTR, who are thus eligible for PcP prophylaxis [<xref ref-type="bibr" rid="B4">4</xref>]. In our cohort, 5% developed PcP, which is within the range reported in other cohorts [<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B19">19</xref>]. However, the epidemiology has changed over the last 30&#xa0;years as a result of updated recommendations and the systematic use of cotrimoxazole, leading to an increase in the proportion of late-onset PcP. It should be noted that PcP occurred in the median time of 40&#xa0;months, i.e., well after the end of the theoretical prophylaxis recommendation. In this cohort, only half of patients, particularly the most recently included patients, received early prophylaxis with cotrimoxazole. By matching cases and controls on the date of the active transplantation, it is therefore not possible to study the effect of the prophylaxis variable (presence/absence) on the occurrence of PcP. However, the duration of prophylaxis was shorter for cases, suggesting that extending or reinitiating PcP prophylaxis could benefit some patients.</p>
<p>To identify such patients, several associated/risk factors for susceptibility to PcP have been previously identified, but with some discrepancies between studies [<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B19">19</xref>]. In addition, events occurring during the year preceding PcP could be informative. As expected, cases were older than controls at the time of PcP, with frailty conferring a higher age-related risk of infection [<xref ref-type="bibr" rid="B21">21</xref>]. Cases were also more likely to have a higher creatinine level preceding PcP, supporting the concept of kidney impairment-associated immunosenescence [<xref ref-type="bibr" rid="B22">22</xref>]. They were more often considered as having a high immunological risk, raising the possibility of more likely transplant rejection. However, the proportion of acute rejection was similar in cases and controls (14% in each group).</p>
<p>We observed that CMV infection was independently associated with PcP, mainly in the year preceding T<sub>PcP</sub>. This association has been reported in several studies [<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>], but not all [<xref ref-type="bibr" rid="B6">6</xref>]. In the meta-analysis by Hosseini-Moghaddam et al., CMV infection significantly increased the risk of post-transplant PcP (OR: 3.30, 95% CI: 2.07&#x2013;5.26). In addition, Lee et al. showed that PcP and CMV co-infection is associated with an increased clinical severity and worse clinical outcomes [<xref ref-type="bibr" rid="B23">23</xref>]. The causal link between CMV infection and the occurrence of PcP cannot be asserted, but pathophysiological assumptions can be proposed. First, stronger immunosuppression could be responsible for both opportunistic infections. We observed that cases were more likely to have a low lymphocyte count, as described in other work [<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B18">18</xref>]. The intensity of cumulative immunosuppression remains a difficult variable to quantify. However, we observed no significant difference in the choice of anti-rejection molecules or in the intensity of therapeutic immunosuppression, as assessed by modified Vasudev and TIS scores. Only mTOR inhibitors were more prescribed in cases compared to matched controls, as previously reported [<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B24">24</xref>]. As we discuss above, this association can be explained by the immunosuppressive effect of mTOR inhibitors but without ruling out the possibility of having included mTOR inhibitor-induced interstitial lung disease in some cases [<xref ref-type="bibr" rid="B24">24</xref>]. Furthermore, the administration of steroid pulses were not significantly associated with PcP, unlike in the study by Kaminski et al. [<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B25">25</xref>]. However, this result should be interpreted in the light of a low frequency of acute rejection in the cohort. Other immunosuppressive therapies were more frequently prescribed in cases, mainly anti-cancer chemotherapy or anti-C5 therapies, highlighting the role of the cumulative immunosuppressive burden between transplantation and PcP. Secondly, cases were more likely to have impaired renal function, even when adjusted for age. This poorer renal function may reflect the altered terrain in which opportunistic infection occurs more frequently, as the incidence of infections increases linearly as renal function deteriorates [<xref ref-type="bibr" rid="B26">26</xref>]. Finally, we observed that for 3&#x2044;4 of patients, PcP occurred within 2&#xa0;years after CMV infection. CMV infection by itself can induce cellular immunodepression, through mobilization of cellular T immune defenses and secondary immunoparalysis. This hypothesis is reinforced by the results of an <italic>in vivo</italic> study in mice inoculated with CMV and <italic>Pneumocystis</italic>, showing that CMV infection induces a decrease in lung cells expressing MHC class II, and in activated T-CD4 lymphocytes in lymphoid organs and the alveolar compartment, associated with a defect in <italic>Pneumocystis</italic> clearance [<xref ref-type="bibr" rid="B27">27</xref>].</p>
<p>Our study confirms that PcP is associated with a poor prognosis in KTR [<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>], with an attributable mortality rate of 18% and transplant loss in 20% of surviving patients. It is therefore crucial to better understand the risk factors associated with this infection in order to define at risk-situations where anti-<italic>Pneumocystis</italic> prophylaxis is highly recommended. Global management of PcP involves several nephrotoxic interventions (high dose cotrimoxazole, contrast agent&#x2026;) and the tapering of immunosuppressive regimen that may further elicit chronic rejection, contribute to the decline in transplant function and precipitate the return to dialysis.</p>
<p>In the end, we identified simple and routine biomarkers (serum creatinine, lymphocyte count) and a frequent opportunistic infectious event (CMV infection) that were associated with the occurrence of PcP. Among cases who received initial anti-<italic>Pneumocystis</italic> prophylaxis, 22 of 25 (88%) infections could have been prevented if prophylaxis had been restarted or continued in the presence of CMV infection and/or lymphopenia &#x3c;1,000/mm<sup>3</sup>. This strategy would have been associated with excess treatment in of 23 out of 79 controls (29%), but is supported by the excellent tolerability of such low doses in real practice, the low cost of the drug, and the good compliance of patients.</p>
<p>The limitations of this study are related to its retrospective and monocentric nature. Some data are missing, even if this number is very limited for most variables. It is possible that over this period of 17&#xa0;years, unmeasured changes in clinical practice may have influenced the risk to contract PCP, but such difference have been minimized by the controls pairing strategy. We did not provide CD4 and CD8 lymphocytes count since lymphocyte immunophenotyping has only become part of routine follow-up in more recent years and CD4 counts are thus not available for all patients. However, in the study of Kaminsky et al. lymphopenia was identified as the most significantly associated lymphocytic marker of PCP [<xref ref-type="bibr" rid="B6">6</xref>]. Patient prognosis could only be partially evaluated and is potentially biased insofar as the matching imposed a follow-up time for controls that was at least equal to that of the index case plus 1&#xa0;year. Some patients had not received anti-<italic>Pneumocystis</italic> prophylaxis, but our sensitivity analysis confirmed the same findings in the subgroup of patients who received prophylaxis.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>PcP is associated with high mortality and transplant loss in patients who have undergone a kidney transplant. We identified factors that were independently associated with PcP, including immunosuppressive therapy other than anti-rejection drugs, CMV infection in the year before T<sub>PcP</sub>, low lymphocyte count and high serum creatinine levels. These risk factors remain unchanged with or without anti-<italic>Pneumocystis</italic> prophylaxis. Based on these results and previous literature, the occurrence of CMV infection and/or lymphopenia &#x3c;1,000/mm<sup>3</sup> could redefine the indications for continuation or reinitiation of anti-<italic>Pneumocystis</italic> prophylaxis, which is an inexpensive and well-tolerated treatment.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>The study protocol and data collection are in accordance with French (Information Technology and Freedom Law n&#xb0;78-17 of 6 January 1978) and European (GRPD EU 2016/679) good practice recommendations on data protection and patient information (Commitment of compliance MR004 n&#xb0;2210228 of 3 December 2018). The studies were conducted in accordance with the local legislation and institutional requirements. The ethics committee/institutional review board also waived the requirement of written informed consent for participation from the participants or the participants&#x0027; legal guardians/next of kin as this was a non-interventional study.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>Concept and design: IE, CB, AG, CT, and MB. Recruitment of patients: IE, CT, and MB. Acquisition, analysis, or interpretation of data: IE, CB, AG, CT, and MB. Drafting of the manuscript: IE, CT, and MB. Critical revision: IE, CB, AG, ML, FD, LP, CT, and MB. Supervision: CT and MB. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<ack>
<p>The authors thank the patients, Maud Carpentier from the DRCI (Direction de la Recherche Clinique et de l&#x2019;Innovation), Mich&#xe8;le Vourc&#x2019;h for extracting data from the French Diagnosis Information System database and Suzanne Rankin for proofreading and editing the manuscript.</p>
</ack>
<sec id="s10">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontierspartnerships.org/articles/10.3389/ti.2024.12192/full#supplementary-material">https://www.frontierspartnerships.org/articles/10.3389/ti.2024.12192/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet2.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="DataSheet1.docx" id="SM2" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<sec id="s11">
<title>Abbreviations</title>
<p>CMV, Cytomegalovirus; HLA, Human Leukocyte Antigen; KTR, Kidney Transplant Recipients; PcP, <italic>Pneumocystis</italic> pneumonia; rATG, recombinant anti-lymphocyte depleting antibodies; TIS, Total Immunosuppression.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ying</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Shi</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Kelly</surname>
<given-names>PJ</given-names>
</name>
<name>
<surname>Pilmore</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Clayton</surname>
<given-names>PA</given-names>
</name>
<name>
<surname>Chadban</surname>
<given-names>SJ</given-names>
</name>
</person-group>. <article-title>Death After Kidney Transplantation: An Analysis by Era and Time Post-Transplant</article-title>. <source>J Am Soc Nephrol</source> (<year>2020</year>) <volume>31</volume>(<issue>12</issue>):<fpage>2887</fpage>&#x2013;<lpage>99</lpage>. <pub-id pub-id-type="doi">10.1681/ASN.2020050566</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iriart</surname>
<given-names>X</given-names>
</name>
<name>
<surname>Bouar</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Kamar</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Berry</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Pneumocystis Pneumonia in Solid-Organ Transplant Recipients</article-title>. <source>JoF</source> (<year>2015</year>) <volume>1</volume>(<issue>3</issue>):<fpage>293</fpage>&#x2013;<lpage>331</lpage>. <pub-id pub-id-type="doi">10.3390/jof1030293</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Neff</surname>
<given-names>RT</given-names>
</name>
<name>
<surname>Jindal</surname>
<given-names>RM</given-names>
</name>
<name>
<surname>Yoo</surname>
<given-names>DY</given-names>
</name>
<name>
<surname>Hurst</surname>
<given-names>FP</given-names>
</name>
<name>
<surname>Agodoa</surname>
<given-names>LY</given-names>
</name>
<name>
<surname>Abbott</surname>
<given-names>KC</given-names>
</name>
</person-group>. <article-title>Analysis of USRDS: Incidence and Risk Factors for Pneumocystis Jiroveci Pneumonia</article-title>. <source>Transplantation</source> (<year>2009</year>) <volume>88</volume>(<issue>1</issue>):<fpage>135</fpage>&#x2013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1097/TP.0b013e3181aad256</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Eckardt</surname>
<given-names>KU</given-names>
</name>
<name>
<surname>Kasiske</surname>
<given-names>BL</given-names>
</name>
<name>
<surname>Zeier</surname>
<given-names>MG</given-names>
</name>
</person-group>. <article-title>Special Issue: KDIGO Clinical Practice Guideline for the Care of Kidney Transplant Recipients</article-title>. <source>Am J Transplant</source> (<year>2009</year>) <volume>9</volume>:<fpage>S1</fpage>&#x2013;<lpage>S155</lpage>. <pub-id pub-id-type="doi">10.1111/j.1600-6143.2009.02834.x</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fishman</surname>
<given-names>JA</given-names>
</name>
<name>
<surname>Gans</surname>
<given-names>H</given-names>
</name>
</person-group>
<collab>the AST Infectious Diseases Community of Practice</collab>. <article-title>
<italic>Pneumocystis Jiroveci</italic> in Solid Organ Transplantation: Guidelines From the American Society of Transplantation Infectious Diseases Community of Practice</article-title>. <source>Clin Transpl</source> (<year>2019</year>) <volume>33</volume>(<issue>9</issue>):<fpage>e13587</fpage>. <pub-id pub-id-type="doi">10.1111/ctr.13587</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kaminski</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Belliere</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Burguet</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Del Bello</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Taton</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Poirot-Maz&#xe8;res</surname>
<given-names>S</given-names>
</name>
<etal/>
</person-group> <article-title>Identification of Predictive Markers and Outcomes of Late-Onset <italic>Pneumocystis Jirovecii</italic> Pneumonia in Kidney Transplant Recipients</article-title>. <source>Clin Infect Dis</source> (<year>2021</year>) <volume>73</volume>(<issue>7</issue>):<fpage>e1456</fpage>&#x2013;<lpage>e1463</lpage>. <pub-id pub-id-type="doi">10.1093/cid/ciaa1611</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marinaki</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Vallianou</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Melexopoulou</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Lionaki</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Darema</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Lambrou</surname>
<given-names>P</given-names>
</name>
<etal/>
</person-group> <article-title>The Changing Landscape of Pneumocystis Jiroveci Infection in Kidney Transplant Recipients: Single-Center Experience of Late-Onset Pneumocystis Pneumonia</article-title>. <source>Transplant Proc</source> (<year>2021</year>) <volume>53</volume>(<issue>5</issue>):<fpage>1576</fpage>&#x2013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1016/j.transproceed.2021.03.026</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cervera</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Yaskina</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Kabbani</surname>
<given-names>D</given-names>
</name>
</person-group>. <article-title>Targeted Prophylaxis to Prevent Late-Onset <italic>Pneumocystis Jirovecii</italic> Pneumonia in Kidney Transplantation: Are We There yet?</article-title> <source>Clin Infect Dis</source> (<year>2021</year>) <volume>73</volume>(<issue>7</issue>):<fpage>e1464</fpage>&#x2013;<lpage>e1466</lpage>. <pub-id pub-id-type="doi">10.1093/cid/ciaa1619</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Koo</surname>
<given-names>TY</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>HW</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>DR</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>DW</given-names>
</name>
<name>
<surname>Oh</surname>
<given-names>J</given-names>
</name>
<etal/>
</person-group> <article-title>Comparison of Early and Late Pneumocystis Jirovecii Pneumonia in Kidney Transplant Patients: The Korean Organ Transplantation Registry (KOTRY) Study</article-title>. <source>Sci Rep</source> (<year>2022</year>) <volume>12</volume>(<issue>1</issue>):<fpage>10682</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-022-14580-5</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hoving</surname>
<given-names>JC</given-names>
</name>
<name>
<surname>Kolls</surname>
<given-names>JK</given-names>
</name>
</person-group>. <article-title>New Advances in Understanding the Host Immune Response to Pneumocystis</article-title>. <source>Curr Opin Microbiol</source> (<year>2017</year>) <volume>40</volume>:<fpage>65</fpage>&#x2013;<lpage>71</lpage>. <pub-id pub-id-type="doi">10.1016/j.mib.2017.10.019</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Eitner</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Hauser</surname>
<given-names>IA</given-names>
</name>
<name>
<surname>Rettkowski</surname>
<given-names>O</given-names>
</name>
<name>
<surname>Rath</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Lopau</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Pliquett</surname>
<given-names>RU</given-names>
</name>
<etal/>
</person-group> <article-title>Risk Factors for Pneumocystis Jiroveci Pneumonia (PcP) in Renal Transplant Recipients</article-title>. <source>Nephrol Dial Transplant</source> (<year>2011</year>) <volume>26</volume>(<issue>6</issue>):<fpage>2013</fpage>&#x2013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1093/ndt/gfq689</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>SH</given-names>
</name>
<name>
<surname>Huh</surname>
<given-names>KH</given-names>
</name>
<name>
<surname>Joo</surname>
<given-names>DJ</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>MS</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>SI</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>J</given-names>
</name>
<etal/>
</person-group> <article-title>Risk Factors for Pneumocystis Jirovecii Pneumonia (PJP) in Kidney Transplantation Recipients</article-title>. <source>Sci Rep</source> (<year>2017</year>) <volume>7</volume>(<issue>1</issue>):<fpage>1571</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-017-01818-w</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Struijk</surname>
<given-names>GH</given-names>
</name>
<name>
<surname>Gijsen</surname>
<given-names>AF</given-names>
</name>
<name>
<surname>Yong</surname>
<given-names>SL</given-names>
</name>
<name>
<surname>Zwinderman</surname>
<given-names>AH</given-names>
</name>
<name>
<surname>Geerlings</surname>
<given-names>SE</given-names>
</name>
<name>
<surname>Lettinga</surname>
<given-names>KD</given-names>
</name>
<etal/>
</person-group> <article-title>Risk of Pneumocystis Jiroveci Pneumonia in Patients Long After Renal Transplantation</article-title>. <source>Nephrol Dial Transplant</source> (<year>2011</year>) <volume>26</volume>(<issue>10</issue>):<fpage>3391</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1093/ndt/gfr048</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hosseini-Moghaddam</surname>
<given-names>SM</given-names>
</name>
<name>
<surname>Krishnan</surname>
<given-names>RJ</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>D</given-names>
</name>
</person-group>. <article-title>Cytomegalovirus Infection and Graft Rejection as Risk Factors for Pneumocystis Pneumonia in Solid Organ Transplant Recipients: A Systematic Review and Meta-Analysis</article-title>. <source>Clin Transpl</source> (<year>2018</year>) <volume>32</volume>(<issue>8</issue>):<fpage>e13339</fpage>. <pub-id pub-id-type="doi">10.1111/ctr.13339</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>de Boer</surname>
<given-names>MGJ</given-names>
</name>
<name>
<surname>Kroon</surname>
<given-names>FP</given-names>
</name>
<name>
<surname>le Cessie</surname>
<given-names>S</given-names>
</name>
<name>
<surname>de Fijter</surname>
<given-names>JW</given-names>
</name>
<name>
<surname>van Dissel</surname>
<given-names>JT</given-names>
</name>
</person-group>. <article-title>Risk Factors for Pneumocystis Jirovecii Pneumonia in Kidney Transplant Recipients and Appraisal of Strategies for Selective Use of Chemoprophylaxis: Kidney Transplant and Selective PCP Chemoprophylaxis</article-title>. <source>Transpl Infect Dis</source> (<year>2011</year>) <volume>13</volume>(<issue>6</issue>):<fpage>559</fpage>&#x2013;<lpage>69</lpage>. <pub-id pub-id-type="doi">10.1111/j.1399-3062.2011.00645.x</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Radisic</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Lattes</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Chapman</surname>
<given-names>JF</given-names>
</name>
<name>
<surname>Del Carmen Rial</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Guardia</surname>
<given-names>O</given-names>
</name>
<name>
<surname>Seu</surname>
<given-names>F</given-names>
</name>
<etal/>
</person-group> <article-title>Risk Factors for <italic>Pneumocystis Carinii</italic> Pneumonia in Kidney Transplant Recipients: A Case-Control Study: Risk Factors for PCP in Kidney Transplants</article-title>. <source>Transpl Infect Dis</source> (<year>2003</year>) <volume>5</volume>(<issue>2</issue>):<fpage>84</fpage>&#x2013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1034/j.1399-3062.2003.00018.x</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>X</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>W</given-names>
</name>
<name>
<surname>Cai</surname>
<given-names>R</given-names>
</name>
</person-group>. <article-title>The Risk Factor Analysis and Treatment Experience in Pneumocystis Jirovecii Pneumonia After Kidney Transplantation</article-title>. <source>Mycoses</source> (<year>2021</year>) <volume>64</volume>(<issue>5</issue>):<fpage>495</fpage>&#x2013;<lpage>502</lpage>. <pub-id pub-id-type="doi">10.1111/myc.13235</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iriart</surname>
<given-names>X</given-names>
</name>
<name>
<surname>Challan Belval</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Fillaux</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Esposito</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Lavergne</surname>
<given-names>RA</given-names>
</name>
<name>
<surname>Cardeau-Desangles</surname>
<given-names>I</given-names>
</name>
<etal/>
</person-group> <article-title>Risk Factors of <italic>Pneumocystis</italic> Pneumonia in Solid Organ Recipients in the Era of the Common Use of Posttransplantation Prophylaxis: Risk Factors of PCP in SOT Patients</article-title>. <source>Am J Transplant</source> (<year>2015</year>) <volume>15</volume>(<issue>1</issue>):<fpage>190</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1111/ajt.12947</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname>
<given-names>SY</given-names>
</name>
<name>
<surname>Jung</surname>
<given-names>JH</given-names>
</name>
<name>
<surname>Kwon</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Shin</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>YH</given-names>
</name>
<name>
<surname>Chong</surname>
<given-names>Y</given-names>
</name>
<etal/>
</person-group> <article-title>Epidemiology and Risk Factors Associated With <italic>Pneumocystis Jirovecii</italic> Pneumonia in Kidney Transplant Recipients After 6&#x2010;Month Trimethoprim&#x2010;Sulfamethoxazole Prophylaxis: A Case&#x2010;Control Study</article-title>. <source>Transpl Infect Dis</source> (<year>2020</year>) <volume>22</volume>(<issue>2</issue>):<fpage>e13245</fpage>. <pub-id pub-id-type="doi">10.1111/tid.13245</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vasudev</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Hariharan</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Hussain</surname>
<given-names>SA</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>YR</given-names>
</name>
<name>
<surname>Bresnahan</surname>
<given-names>BA</given-names>
</name>
<name>
<surname>Cohen</surname>
<given-names>EP</given-names>
</name>
</person-group>. <article-title>BK Virus Nephritis: Risk Factors, Timing, and Outcome in Renal Transplant Recipients</article-title>. <source>Kidney Int</source> (<year>2005</year>) <volume>68</volume>(<issue>4</issue>):<fpage>1834</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1111/j.1523-1755.2005.00602.x</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Exterkate</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Slegtenhorst</surname>
<given-names>BR</given-names>
</name>
<name>
<surname>Kelm</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Seyda</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Schuitenmaker</surname>
<given-names>JM</given-names>
</name>
<name>
<surname>Quante</surname>
<given-names>M</given-names>
</name>
<etal/>
</person-group> <article-title>Frailty and Transplantation</article-title>. <source>Transplantation</source> (<year>2016</year>) <volume>100</volume>(<issue>4</issue>):<fpage>727</fpage>&#x2013;<lpage>33</lpage>. <pub-id pub-id-type="doi">10.1097/TP.0000000000001003</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ducloux</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Legendre</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Bamoulid</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Saas</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Courivaud</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Crepin</surname>
<given-names>T</given-names>
</name>
</person-group>. <article-title>End-Stage Renal Disease-Related Accelerated Immune Senescence: Is Rejuvenation of the Immune System a Therapeutic Goal?</article-title> <source>Front Med (Lausanne)</source> (<year>2021</year>) <volume>8</volume>:<fpage>720402</fpage>. <pub-id pub-id-type="doi">10.3389/fmed.2021.720402</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Park</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>SG</given-names>
</name>
<name>
<surname>Ko</surname>
<given-names>EJ</given-names>
</name>
<name>
<surname>Chung</surname>
<given-names>BH</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>CW</given-names>
</name>
</person-group>. <article-title>The Impact of Cytomegalovirus Infection on Clinical Severity and Outcomes in Kidney Transplant Recipients With Pneumocystis Jirovecii Pneumonia</article-title>. <source>Microbiol Immunol</source> (<year>2020</year>) <volume>64</volume>:<fpage>356</fpage>&#x2013;<lpage>65</lpage>. <pub-id pub-id-type="doi">10.1111/1348-0421.12778</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ghadimi</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Mohammadpour</surname>
<given-names>Z</given-names>
</name>
<name>
<surname>Dashti-Khavidaki</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Milajerdi</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>m-TOR Inhibitors and Risk of Pneumocystis Pneumonia After Solid Organ Transplantation: A Systematic Review and Meta-Analysis</article-title>. <source>Eur J Clin Pharmacol</source> (<year>2019</year>) <volume>75</volume>(<issue>11</issue>):<fpage>1471</fpage>&#x2013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.1007/s00228-019-02730-0</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Werbel</surname>
<given-names>WA</given-names>
</name>
<name>
<surname>Ison</surname>
<given-names>MG</given-names>
</name>
<name>
<surname>Angarone</surname>
<given-names>MP</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Stosor</surname>
<given-names>V</given-names>
</name>
</person-group>. <article-title>Lymphopenia Is Associated With Late Onset <italic>Pneumocystis Jirovecii</italic> Pneumonia in Solid Organ Transplantation</article-title>. <source>Transpl Infect Dis</source> (<year>2018</year>) <volume>20</volume>(<issue>3</issue>):<fpage>e12876</fpage>. <pub-id pub-id-type="doi">10.1111/tid.12876</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Gasparini</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Ishigami</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Mzayen</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Su</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Barany</surname>
<given-names>P</given-names>
</name>
<etal/>
</person-group> <article-title>eGFR and the Risk of Community-Acquired Infections</article-title>. <source>Clin J Am Soc Nephrol</source> (<year>2017</year>) <volume>12</volume>(<issue>9</issue>):<fpage>1399</fpage>&#x2013;<lpage>408</lpage>. <pub-id pub-id-type="doi">10.2215/CJN.00250117</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qureshi</surname>
<given-names>MH</given-names>
</name>
<name>
<surname>Garvy</surname>
<given-names>BA</given-names>
</name>
<name>
<surname>Pomeroy</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Inayat</surname>
<given-names>MS</given-names>
</name>
<name>
<surname>Oakley</surname>
<given-names>OR</given-names>
</name>
</person-group>. <article-title>A Murine Model of Dual Infection With Cytomegalovirus and Pneumocystis Carinii: Effects of Virus-Induced Immunomodulation on Disease Progression</article-title>. <source>Virus Res</source> (<year>2005</year>) <volume>114</volume>(<issue>1-2</issue>):<fpage>35</fpage>&#x2013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1016/j.virusres.2005.05.008</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lavillegrand</surname>
<given-names>JR</given-names>
</name>
<name>
<surname>Zafrani</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Venot</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Canet</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Big&#xe9;</surname>
<given-names>N</given-names>
</name>
</person-group>. <article-title>Complications Infectieuses Graves Chez le Transplant&#xe9; R&#xe9;nal en R&#xe9;animation</article-title>. <source>M&#xe9;d Intensive R&#xe9;a</source> (<year>2016</year>) <volume>25</volume>:<fpage>578</fpage>&#x2013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1007/s13546-016-1224-1</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Festic</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Gajic</surname>
<given-names>O</given-names>
</name>
<name>
<surname>Limper</surname>
<given-names>AH</given-names>
</name>
<name>
<surname>Aksamit</surname>
<given-names>TR</given-names>
</name>
</person-group>. <article-title>Acute Respiratory Failure Due to Pneumocystis Pneumonia in Patients Without Human Immunodeficiency Virus Infection: Outcome and Associated Features</article-title>. <source>Chest</source> (<year>2005</year>) <volume>128</volume>(<issue>2</issue>):<fpage>573</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1378/chest.128.2.573</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>