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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Transpl. Int.</journal-id>
<journal-title-group>
<journal-title>Transplant International</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Transpl. Int.</abbrev-journal-title>
</journal-title-group>
<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">15642</article-id>
<article-id pub-id-type="doi">10.3389/ti.2026.15642</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Immediate and Gradual Withdrawal of Immunosuppression After Kidney Graft Loss Lead to Similar Outcomes</article-title>
<alt-title alt-title-type="left-running-head">Nabil et al.</alt-title>
<alt-title alt-title-type="right-running-head">Differences in Guideline Based IS and Outcomes</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Nabil</surname>
<given-names>Asmaa</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Congy-Jolivet</surname>
<given-names>Nicolas</given-names>
</name>
<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="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Darres</surname>
<given-names>Amandine</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Guy</surname>
<given-names>Pierre</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1943884"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Marion</surname>
<given-names>Olivier</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2803978"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Milhes</surname>
<given-names>Jean</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Prudhomme</surname>
<given-names>Thomas</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kamar</surname>
<given-names>Nassim</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="aff6">
<sup>6</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/300274"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Del Bello</surname>
<given-names>Arnaud</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="aff4">
<sup>4</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/803254"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>1</label>
<institution>Department of Nephrology and Organ Transplantation, CHU de Toulouse</institution>, <city>Toulouse</city>, <country country="FR">France</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Centre Hospitalier et Universitaire, Universit&#xe9; Paul Sabatier Toulouse III</institution>, <city>Toulouse</city>, <country country="FR">France</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Laboratory of Immunology, Biology Department, Centre Hospitalier et Universitaire (CHU) de Toulouse</institution>, <city>Toulouse</city>, <country country="FR">France</country>
</aff>
<aff id="aff4">
<label>4</label>
<institution>Institute of Metabolic and Cardiovascular Diseases (I2MC), Institut National de la Sant&#xe9; et de la Recherche M&#xe9;dicale (INSERM) U1297, University of Toulouse 3</institution>, <city>Toulouse</city>, <country country="FR">France</country>
</aff>
<aff id="aff5">
<label>5</label>
<institution>Department of Urology and Renal Transplantation, CHU de Toulouse</institution>, <city>Toulouse</city>, <country country="FR">France</country>
</aff>
<aff id="aff6">
<label>6</label>
<institution>Toulouse Institute for Infectious and Inflammatory Diseases (Infinity), INSERM UMR1043-CNRS 5282</institution>, <city>Toulouse</city>, <country country="FR">France</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Arnaud Del Bello, <email xlink:href="mailto:delbello.a@chu-toulouse.fr">delbello.a@chu-toulouse.fr</email>
</corresp>
<fn fn-type="other" id="fn001">
<label>
<bold>
<sup>&#x2020;</sup>
</bold>
</label>
<p>ORCID: Nicolas Congy-Jolivet, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-4263-1700">orcid.org/0000-0003-4263-1700</ext-link>; Olivier Marion, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0001-9702-1833">orcid.org/0000-0001-9702-1833</ext-link>; Thomas Prudhomme, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-3601-9339">orcid.org/0000-0003-3601-9339</ext-link>; Nassim Kamar, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-1930-8964">orcid.org/0000-0003-1930-8964</ext-link>; Arnaud Del Bello, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-3115-868X">orcid.org/0000-0003-3115-868X</ext-link>
</p>
</fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-20">
<day>20</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>39</volume>
<elocation-id>15642</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>09</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>31</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Nabil, Congy-Jolivet, Darres, Guy, Marion, Milhes, Prudhomme, Kamar and Del Bello.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Nabil, Congy-Jolivet, Darres, Guy, Marion, Milhes, Prudhomme, Kamar and Del Bello</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-20">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>The management of immunosuppression in dialysis patients with a failed kidney transplant remains a pending question, and different approaches to immunosuppression weaning have been proposed. We conducted a retrospective study of patients who experienced a graft failure, and compared the rates of immune and non-immune events, according to different modalities of immunosuppression withdrawal. Two hundred and eighteen patients were included. During the follow-up (45 (20&#x2013;80) months post-graft failure), 53 patients (24.3%) experienced an intolerance syndrome. The time between graft failure and the occurrence of intolerance syndrome was 6 (3&#x2013;13) months. Immunosuppression withdrawal was associated with the occurrence of intolerance syndrome. However, regarding the immunosuppression withdrawal modality, only a steroid cessation during the first 3 months post graft failure was independently associated with an earlier occurrence of intolerance syndrome [HR &#x3d; 1.91, 95%CI (1.08&#x2013;3.38), <italic>p</italic> &#x3d; 0.025], while a longer time between transplantation to graft failure was independently associated with a delayed occurrence of intolerance syndrome [HR &#x3d; 0.99, 95%CI (0.98&#x2013;0.99), <italic>p</italic> &#x3d; 0.009]. The immunosuppression withdrawal modality after graft failure didn&#x2019;t have an impact on infections and cardiovascular complications. Although discontinuation of immunosuppression strongly influences the occurrence of intolerance syndrome, immunosuppression withdrawal modality itself does not appear to.</p>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical Abstract</title>
<p>
<fig>
<graphic xlink:href="TI_ti-2026-15642_wc_abs.tif" position="anchor">
<alt-text content-type="machine-generated">Infographic compares immediate and gradual immunosuppression withdrawal after kidney graft loss. Three panels highlight withdrawal modalities, patient data, immune and non-immune events, and a survival curve showing discontinuation timing impacts intolerance syndrome, not withdrawal approach.</alt-text>
</graphic>
</fig>
</p>
</abstract>
<kwd-group>
<kwd>allograft nephrectomy</kwd>
<kwd>allo-sensitization</kwd>
<kwd>graft failure</kwd>
<kwd>immunosuppression</kwd>
<kwd>intolerance syndrome</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="47"/>
<page-count count="11"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Anti-HLA sensitization remains a significant barrier in kidney transplantation because of the risk of antibody-mediated rejection in the setting of preformed DSA [<xref ref-type="bibr" rid="B1">1</xref>]. Despite the attention paid to pregnancy or blood transfusion, the rate of hypersensitized recipients on the waiting list didn&#x2019;t decrease over time [<xref ref-type="bibr" rid="B2">2</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>], and a majority of these patients are candidates for a retransplantation [<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>]. Although anti-HLA antibodies could develop after transplantation, the incidence of <italic>de novo</italic> DSA detection is less than 10% in recipients with a functioning graft [<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>]. However, an intense allo-sensitization is observed after patients return to dialysis and stop immunosuppression while waiting for another transplant. Augustine and colleagues found an increase of highly sensitized recipients (defined as a cPRA&#x2265;80%) from 21% to 68% between the time of transplant failure and 2&#xa0;years later [<xref ref-type="bibr" rid="B7">7</xref>]. Billen and colleagues found in a cohort of 56 patients that 16% presented detectable <italic>de novo</italic> DSA at graft failure, but the proportion increased to more than 80% after ceasing immunosuppression [<xref ref-type="bibr" rid="B8">8</xref>]. A majority of anti-HLA antibodies detected after graft loss are considered to be donor-specific at the epitope level [<xref ref-type="bibr" rid="B9">9</xref>].</p>
<p>After patients return to dialysis and immunosuppression is reduced or stopped, an allograft nephrectomy could be required in case of graft rejection occurring in a failed transplant (the so-called &#x201c;intolerance syndrome&#x201d;), graft malignancy, persistent C-reactive protein or to create space for another transplant [<xref ref-type="bibr" rid="B10">10</xref>]. The incidence of allograft nephrectomy in this setting can be as high as 30% [<xref ref-type="bibr" rid="B11">11</xref>], and appears to be more frequent during the first 6&#xa0;months post-dialysis initiation [<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>]. Allograft nephrectomy is associated with non-immunological complications (mainly infections) in up to 30% [<xref ref-type="bibr" rid="B16">16</xref>] of case, including death. Furthermore, it is also responsible for an increase in anti-HLA antibodies occurrence, mainly in less sensitized patients [<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B17">17</xref>].</p>
<p>The management of immunosuppression in dialysis recipients with a failed transplant remains a pending question. Some but not all reports have suggested that maintaining immunosuppression could increase hospitalizations, and major adverse events such as infections, cardiovascular events, or cancers [<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>]. Hence, currently, except for patients with a planned retransplantation from a living donor, most transplant societies propose ceasing immunosuppression during the first year after graft failure [<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>]. However, an immediate or progressive stop of immunosuppression over 1&#xa0;year after graft failure was not assessed until now.</p>
<p>The present study first aimed to compare the incidence of intolerance syndrome after return to dialysis, according to the modality of immunosuppression withdrawal. The secondary aims were to compare the incidence of allo-sensitization, infection, neoplastic, and cardiovascular complications following graft failure according to the type of immunosuppressive withdrawal strategy.</p>
</sec>
<sec sec-type="patients|methods" id="s2">
<title>Patients and Methods</title>
<sec id="s2-1">
<title>Patients</title>
<p>This retrospective study obtained approval from the Toulouse IRB (RC31/21/01/54).</p>
<p>The study was conducted using our Institution Electronic Medical Records. All adult kidney transplant recipients who experienced graft failure between 01.01.2008 and 31.12.2022 were screened for inclusion (n &#x3d; 418). The date of graft failure was defined as the date of starting hemodialysis or peritoneal dialysis.</p>
<p>Patients were excluded in case of preemptive transplantation (n &#x3d; 3), combined transplantation that required the maintenance of immunosuppression (n &#x3d; 23), need for graft nephrectomy of a functioning transplant (surgical complication, n &#x3d; 31), immediate graft nephrectomy (and hence immunosuppression withdrawal) after transplantation (vascular complications during the first 8 days post transplantation, n &#x3d; 125), and loss of follow-up immediately (&#x3c;1 month after return to dialysis, n &#x3d; 18). The last follow-up was considered as last medical appointment until July 01 2023. Finally, 218 patients were included in the study.</p>
</sec>
<sec id="s2-2">
<title>Immunosuppression</title>
<p>The time for immunosuppression discontinuation was defined as the time between the date of graft failure and the date of the last prescription recorded of any treatment, including calcineurin inihibitors (CNI), antimetabolites, mammalian target of rapamycin (mTOR) inhibitors, belatacept, and steroids. Since several recommendations were proposed, immunosuppressant discontinuation modalities were at the clinician&#x2019;s discretion:<list list-type="alpha-lower">
<list-item>
<p>Modality 1: brutal CNI and/or antimetabolites/mTOR inhibitors discontinuation at return to dialysis (no immunosuppression except steroids after 1&#xa0;month post-graft failure).</p>
</list-item>
<list-item>
<p>Modality 2: CNI and antimetabolites/mTOR inhibitors were maintained at the same dose until they were discontinued between 1 and 3 months post-graft failure.</p>
</list-item>
<list-item>
<p>Modality 3: CNI and antimetabolites/mTOR inhibitors maintained at the same dose until they were discontinued more than 3 months post graft failure.</p>
</list-item>
</list>
</p>
<p>All patients had been given a low dose of steroids until graft failure (5&#xa0;mg/day). After graft failure, steroids were converted to hydrocortisone or stopped (with or without ACTH stimulation test), at the clinician&#x2019;s discretion (in the absence of recommendations).</p>
</sec>
<sec id="s2-3">
<title>Outcomes</title>
<p>The primary outcome of this study was the occurrence of intolerance syndrome after return to dialysis. Intolerance syndrome was defined as the occurrence of graft pain with or without gross hematuria, fever, refractory anemia, or elevated C reactive protein (after exclusion of infection or cancer) [<xref ref-type="bibr" rid="B14">14</xref>]. Cases were identified and reviewed by 2 senior nephrologists from electronic medical records (AN, ADB). Secondary outcomes included the following: infection episodes requiring hospitalization, and cardiovascular complications (number, type, and time from return to dialysis to event were obtained from electronic medical records), allo-sensitization (as defined by the calculated panel reactive antibody cPRA with the vPRA online tool<xref ref-type="fn" rid="fn3">
<sup>1</sup>
</xref>. Opportunistic infections were defined as previously published [<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>]. Major Adverse Cardiovascular Events (MACE) were defined as previously published [<xref ref-type="bibr" rid="B30">30</xref>]. The presence of anti-HLA antibodies was assessed every 6 months after return to dialysis in patients eligible for retransplantation, and detected using the Lifecodes&#x2122; single antigen technology (LMX deluxe Immucor, Gateway Drive, GA). The Lifecodes&#x2122; single antigen (LSA class I/II) determined the specificity of class I HLAs in A/B/Cw and class II in DR/DQ/DP IgG antibodies in the recipients&#x2019; sera according to the manufacturer&#x2019;s instructions. The presence and specificity of antibodies were then detected, and the mean fluorescence intensity for each sample in each bead was evaluated. A mean fluorescence intensity value of &#x3e;1,000 was considered positive.</p>
</sec>
<sec id="s2-4">
<title>Statistical Analyses</title>
<p>Reported values represent the means (&#xb1;SD) or medians (IQR). Quantitative variables were compared using the student T-test or Mann-Whitney non-parametric test if appropriate. Categorical variables are expressed as percentages and compared between groups using the chi-squared tests or, if appropriate, Fisher&#x2019;s exact test. A <italic>p</italic>-value of &#x3c;0.05 was considered statistically significant.</p>
<p>Analyses were performed with R, version 4.2.2 (R Development Core Team, Vienna, Austria).</p>
<p>Missing data represented less than 10% in each variable of the dataset (medical history [donor age, initial nephropathy, diabetes at dialysis initiation], initial immunosuppression [CNI type]) and were imputed (excluding outcomes) using the MICE package.</p>
<p>We used Kaplan-Meier curves (with log-rank tests) and univariate and multivariate Cox models (including all statistically significant variable in univariate analysis, and variables known to be clinically relevant such as donor and recipient age or class-I and II HLA mismatches) with backward elimination to estimate the association between the different immunosuppressant withdrawal modalities and the outcomes (intolerance syndrome, cardiovascular diseases, infections). The proportional hazards assumption was verified using Schenfeld residuals.</p>
<p>Survival without intolerance syndrome was analyzed using Cox proportional hazards models with time-dependant covariates. Time was measured from dialysis initiation until the occurrence of intolerance syndrome, or last-follow-up. The use of immunosuppression was modeled as a time-dependant covariate: patients contributed to the &#x201c;immunosuppression&#x201d; category until treatment discontinuation (except steroids), and to the &#x201c;immunosuppression withdrawal&#x201d; thereafter. This approach allowed patients to contribute risk time to both exposure groups according to their actual status during follow-up.</p>
<p>Survival analyses were performed with the survminer and survival packages.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Description of the Cohort</title>
<p>Baseline characteristics of the included patients are described in <xref ref-type="table" rid="T1">Table 1</xref>. The majority of patients were male, first kidney transplant recipients, non-HLA sensitized at transplantation, and did not receive a T-cell depleting agent at the time of transplantation. The median follow-up period between transplantation and graft failure was 45 (20-80) months. The primary causes of graft loss were chronic antibody-mediated rejection and interstitial fibrosis/tubular atrophy (IF/TA). Most patients began dialysis with a triple therapy regimen that included calcineurin inhibitors, mycophenolate, and steroids. The median follow-up period between graft failure and the last follow-up was 22.7 (10.9; 38.6) months. The median follow-up period between the cessation of immunosuppression and the last follow-up was 21.4 (8.8; 45.8) months. Except steroids, immunosuppression withdrawal was achieved in less than 1&#xa0;month for 84 patients [median 0.0 (0.0; 0.0) months], between 1 and 3&#xa0;months for 80 patients [median (1.1 (1.0; 2.9) months], and in more than 3&#xa0;months for 54 patients [median 5.9 (4.9; 10.8) months]. With respect to steroids, they were stopped in 11, 47 and 160 patients, within the first month, between 1 and 3&#xa0;months, and after 3 months after graft failure, respectively.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Baseline characteristics of the cohort.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Variables</th>
<th align="center">Modality- 1<break/>&#x3c;1 month</th>
<th align="center">Modality-2 [1-3 months]</th>
<th align="center">Modality &#x2013; 3<break/>&#x3e;3 months</th>
<th align="center">
<italic>P</italic>-value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Number of patients</td>
<td align="center">
<bold>84</bold>
</td>
<td align="center">
<bold>80</bold>
</td>
<td align="center">
<bold>54</bold>
</td>
<td align="center">&#x200b;</td>
</tr>
<tr>
<td align="left">Gender, male (%)</td>
<td align="center">52 (61.9)</td>
<td align="center">49 (61.3)</td>
<td align="center">31 (57.4)</td>
<td align="center">0.86</td>
</tr>
<tr>
<td align="left">Recipient age at transplantation, mean (SD)</td>
<td align="center">53.2 (15.1)</td>
<td align="center">52.5 (13.9)</td>
<td align="center">49.3 (17.2)</td>
<td align="center">0.32</td>
</tr>
<tr>
<td align="left">Initial nephropathy (%)<break/>Interstitial - genetic<break/>Glomerular<break/>Diabetic<break/>Vascular<break/>Other-uknown</td>
<td align="center">22 (26.2)<break/>28 (33.3)<break/>8 (9.5)<break/>14 (16.7)<break/>12 (14.3)</td>
<td align="center">27 (33.8)<break/>26 (32.5)<break/>10 (12.5)<break/>11 (13.8)<break/>6 (7.5)</td>
<td align="center">20 (37)<break/>14 (25.9)<break/>5 (9.3)<break/>11 (20.4)<break/>4 (7.4)</td>
<td align="center">0.67</td>
</tr>
<tr>
<td align="left">Number of previous transplantations (%)<break/>0<break/>1<break/>2<break/>3 or more</td>
<td align="center">63 (75.0)<break/>17 (20.2)<break/>2 (2.4)<break/>2 (2.4)</td>
<td align="center">59 (73.8)<break/>15 (18.9)<break/>5 (6.3)<break/>1 (1.3)</td>
<td align="center">47 (87.0)<break/>7 (13.0)<break/>0<break/>0</td>
<td align="center">0.40</td>
</tr>
<tr>
<td align="left">Donor age at transplantation, mean (SD)</td>
<td align="center">57.6 &#xb1; 14.8</td>
<td align="center">57.5 &#xb1; 17.6</td>
<td align="center">53.7 &#xb1; 19.1</td>
<td align="center">0.22</td>
</tr>
<tr>
<td align="left">T cell depleting agent at induction (%)</td>
<td align="center">24 (28.6)</td>
<td align="center">31 (38.8)</td>
<td align="center">13 (24.1)</td>
<td align="center">0.16</td>
</tr>
<tr>
<td align="left">HLA A/B/DR/DQ mismatches, mean (SD)</td>
<td align="center">4.88 (1.63)</td>
<td align="center">5.01 (1.62)</td>
<td align="center">4.83 (1.9)</td>
<td align="center">0.81</td>
</tr>
<tr>
<td align="left">cPRA at transplantation, median (IQR)<break/>Class I<break/>Class II</td>
<td align="center">0 (0; 22)<break/>0 (0; 50)</td>
<td align="center">0 (0; 31.5)<break/>0 (0; 60)</td>
<td align="center">0 (0; 30)<break/>0 (0; 32)</td>
<td align="center">0.96<break/>0.44</td>
</tr>
<tr>
<td align="left">Time between transplantation &#x2013; return to dialysis, in months, mean (SD)</td>
<td align="center">46.8 (35.9)</td>
<td align="center">51.8 (38.2)</td>
<td align="center">60.9 (38.6)</td>
<td align="center">0.10</td>
</tr>
<tr>
<td align="left">Diabetes at return to dialysis (%)</td>
<td align="center">12 (14.3)</td>
<td align="center">11 (13.8)</td>
<td align="center">6 (11.1)</td>
<td align="center">0.86</td>
</tr>
<tr>
<td align="left">Cause of graft loss (%)<break/>Chronic antibody mediated rejection<break/>Chronic T cell mediated rejection<break/>Reoccurrence of initial disease<break/>PVAN<break/>Chronic infection<break/>IFTA</td>
<td align="center">21 (25)<break/>16 (19.0)<break/>7 (8.3)<break/>9 (10.7)<break/>3 (3.6)<break/>28 (33.4)</td>
<td align="center">30 (37.5)<break/>14 (17.5)<break/>2 (2.5)<break/>5 (6.2)<break/>1 (1.3)<break/>28 (35.0)</td>
<td align="center">20 (37.0)<break/>3 (5.6)<break/>3 (5.6)<break/>5 (9.3)<break/>1 (1.9)<break/>22 (40.6)</td>
<td align="center">0.26</td>
</tr>
<tr>
<td align="left">Immunosuppression at return to dialysis (%)<break/>CNI<break/>MPA mTOR inhibitors<break/>Belatacept<break/>Steroids</td>
<td align="center">69 (82.1)<break/>52 (61.9)<break/>20 (23.8)<break/>13 (15.5)<break/>84 (100)</td>
<td align="center">78 (97.5)<break/>49 (61.3)<break/>12 (15)<break/>3 (3.8)<break/>80 (100)</td>
<td align="center">51 (94.4)<break/>27 (50)<break/>13 (24.1)<break/>10 (18.5)<break/>54 (100)</td>
<td align="center">0.002<break/>0.32<break/>0.29<break/>0.016<break/>&#x3e;0.99</td>
</tr>
<tr>
<td align="left">Steroids withdrawal (%)<break/>&#x3c;1 month<break/>1-3 months<break/>&#x3e;3 months</td>
<td align="center">8 (9.5)<break/>22 (26.2)<break/>54 (64.3)</td>
<td align="center">0<break/>22 (27.5)<break/>58 (72.5)</td>
<td align="center">3 (5.6)<break/>3 (5.6)<break/>48 (88.9)</td>
<td align="center">0.001</td>
</tr>
<tr>
<td align="left">Time between dialysis initiation &#x2013; last follow-up, months, median (IQR)</td>
<td align="center">22.5 (11.1; 51.7)</td>
<td align="center">20.6 (9; 43.4)</td>
<td align="center">30.5 (13.8; 42.4)</td>
<td align="center">0.83</td>
</tr>
<tr>
<td align="left">Time between IS withdrawal &#x2013; last follow-up, months, median (IQR)</td>
<td align="center">22.5 (11.1; 51.7)</td>
<td align="center">20.0 (7.9; 42.8)</td>
<td align="center">21.8 (2.8; 37.9)</td>
<td align="center">0.05</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Abbreviations: SD, standard deviation; cPRA, calculated panel reactive antibodies; IQR, interquartile range; PVAN, polyoma virus associated nephropathy; IFTA, interstitial fibrosis tubular atrophy; CNI, calcineurin inhibitors; MPA, mycophenolic acid; mTOR, mammalian target of rapamycin.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-2">
<title>Intolerance Graft Syndrome and Allo-Sensitization</title>
<p>During the follow-up, fifty-three patients (24.3%) experienced an intolerance syndrome (<xref ref-type="table" rid="T2">Table 2</xref>). The time between graft failure and the occurrence of intolerance syndrome was 6 (3; 13) months. The time of intolerance syndrome and immunosuppression discontinuation was 1 (2; 9) months. All patients received a course of steroids for 1 week at 1&#xa0;mg/kg. The treatment was effective and sufficient in 3 cases, without reoccurrence after a decrease in steroids over 1&#xa0;month. The remaining 50 patients required a surgical graft nephrectomy (n &#x3d; 43) or a renal artery embolization (n &#x3d; 7). The impact of immunosuppression cessation on the development of intolerance syndrome was modelled using a Cox proportional hazards model with immunosuppression therapy as a time-dependant covariate. We observed that IS cessation was associated with the occurrence of intolerance syndrome [HR: 11.41, 95%CI (4.20&#x2013;31.03), <italic>p</italic> &#x3c; 0.0001, <xref ref-type="fig" rid="F1">Figure 1A</xref>]. This remained true after adjustment for donor and recipient age, and time between transplantation and graft failure [aHR: 10.37, 95%CI (3.79&#x2013;28.42), p &#x3c; 0.0001]. When considering the modality of cessation of all immunosuppressants except steroids, we did not observe a difference for the rate or the time to intolerance syndrome after graft failure (<xref ref-type="fig" rid="F1">Figures 1B,C</xref>) or after IS cessation (<xref ref-type="fig" rid="F1">Figures 1C,D</xref>; <xref ref-type="table" rid="T1">Table 1</xref>). However, a steroid cessation during the first 3&#xa0;months post graft failure was independently associated with a reduced time between graft failure and the occurence of intolerance syndrome [aHR &#x3d; 2.31, 95% CI (2.13&#x2013;2.50), <italic>p</italic> &#x3c; 0.001], while a longer time between transplantation to graft failure was independently associated with a prolonged time between graft failure and the occurrence of intolerance syndrome [aHR &#x3d; 0.99, 95% CI (0.98&#x2013;0.99), <italic>p</italic> &#x3c; 0.001], after adjustment for donor and recipient age, number of HLA mismatches, modality of cessation of immunosuppressants except steroids (<xref ref-type="fig" rid="F1">Figures 1C,D</xref>; <xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="sec" rid="s11">Supplementary Tables 1, 2</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Baseline characteristics of the cohort who presented or not an intolerance syndrome.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Variables</th>
<th align="center">Intolerance syndrome</th>
<th align="center">No intolerance syndrome</th>
<th align="center">
<italic>P</italic>-value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Number of patients</td>
<td align="center">
<bold>53</bold>
</td>
<td align="center">
<bold>165</bold>
</td>
<td align="center">&#x200b;</td>
</tr>
<tr>
<td align="left">Gender, male (%)</td>
<td align="center">29 (54.7)</td>
<td align="center">103 (62.4)</td>
<td align="center">0.18</td>
</tr>
<tr>
<td align="left">Recipient age at transplantation, mean (SD)</td>
<td align="center">50.0 &#xb1; 15.0</td>
<td align="center">52.3 &#xb1; 15.1</td>
<td align="center">0.18</td>
</tr>
<tr>
<td align="left">Initial nephropathy (%)<break/>Interstitial - genetic<break/>Glomerular<break/>Diabetic<break/>Vascular<break/>Other-uknown</td>
<td align="center">18 (34.0)<break/>16 (30.2)<break/>6 (11.3)<break/>11 (20.7)<break/>2 (3.8)</td>
<td align="center">51 (30.9)<break/>52 (31.5)<break/>17 (10.4)<break/>25 (15.1)<break/>20 (12.1)</td>
<td align="center">0.45</td>
</tr>
<tr>
<td align="left">Number of previous transplantations (%)<break/>0<break/>1<break/>2<break/>3 or more</td>
<td align="center">39 (73.6)<break/>11 (20.7)<break/>2 (3.8)<break/>1 (1.9)</td>
<td align="center">130 (78.8)<break/>28 (17.0)<break/>5 (3.0)<break/>2 (1.2)</td>
<td align="center">0.37</td>
</tr>
<tr>
<td align="left">Donor age at transplantation, mean (SD)</td>
<td align="center">53.8 &#xb1; 18.0</td>
<td align="center">57.4 &#xb1; 16.6</td>
<td align="center">0.21</td>
</tr>
<tr>
<td align="left">T cell depleting agent at induction (%)</td>
<td align="center">18 (33.9)</td>
<td align="center">50 (30.3)</td>
<td align="center">0.74</td>
</tr>
<tr>
<td align="left">HLA A/B/DR/DQ mismatches, mean (SD)</td>
<td align="center">4.9 &#xb1; 1.6</td>
<td align="center">4.9 &#xb1; 1.7</td>
<td align="center">0.35</td>
</tr>
<tr>
<td align="left">cPRA at transplantation, median (IQR)<break/>Class I<break/>Class II</td>
<td align="center">0 (0; 22)<break/>0 (0; 8)</td>
<td align="center">0 (0; 30)<break/>0 (0; 50)</td>
<td align="center">0.41<break/>0.10</td>
</tr>
<tr>
<td align="left">Time between transplantation &#x2013; return to dialysis, in months, mean (SD)</td>
<td align="center">38.6 &#xb1; 35.4</td>
<td align="center">56.5 &#xb1; 37.5</td>
<td align="center">0.38</td>
</tr>
<tr>
<td align="left">Diabetes at return to dialysis (%)</td>
<td align="center">8 (15.1)</td>
<td align="center">21 (12.7)</td>
<td align="center">0.83</td>
</tr>
<tr>
<td align="left">Cause of graft loss (%)<break/>Immune related, yes<break/>Chronic antibody mediated rejection<break/>Chronic T cell mediated rejection<break/>Other, yes<break/>Reoccurrence of initial disease<break/>PVAN<break/>Chronic infection<break/>IFTA</td>
<td align="center">26 (49.0)<break/>18 (34.0)<break/>8 (15.0)<break/>27 (51)<break/>0<break/>0<break/>2 (3.8)<break/>25 (47.2)</td>
<td align="center">78 (47.3)<break/>53 (32.1)<break/>25 (15.1)<break/>87 (52.7)<break/>12 (7.3)<break/>19 (11.6)<break/>3 (1.8)<break/>53 (32.1)</td>
<td align="center">0.95</td>
</tr>
<tr>
<td align="left">Immunosuppression at return to dialysis (%)<break/>CNI<break/>MPA mTOR inhibitors<break/>Belatacept<break/>Steroids</td>
<td align="center">49 (92.4)<break/>32 (60.4)<break/>9 (17.0)<break/>6 (11.3)<break/>53 (100)</td>
<td align="center">149 (90.3)<break/>96 (58.2)<break/>36 (21.8)<break/>20 (12.1)<break/>165 (100)</td>
<td align="center">0.97</td>
</tr>
<tr>
<td align="left">Steroids withdrawal (%)<break/>&#x3c;1 month<break/>1-3 months<break/>&#x3e;3 months</td>
<td align="center">2 (3.8)<break/>17 (32.0)<break/>34 (64.2)</td>
<td align="center">9 (5.4)<break/>30 (18.2)<break/>126 (76.4)</td>
<td align="center">0.10</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Abbreviations: SD, standard deviation; cPRA, calculated panel reactive antibodies; IQR, interquartile range; PVAN, polyoma virus associated nephropathy; IFTA, interstitial fibrosis tubular atrophy; CNI, calcineurin inhibitors; MPA, mycophenolic acid; mTOR, mammalian target of rapamycin.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Occurrence of intolerance syndrome according to immunosuppression withdrawal modality <bold>(A)</bold>. Patient survival free from intolerance syndrome according to immunosuppression exposition. Patients contributed to the &#x201c;immunosuppression&#x201d; category until treatment discontinuation (except steroids), and to the &#x201c;immunosuppression withdrawal&#x201d; thereafter. The <italic>p</italic>-value in the Kaplan-Meier curve was tested the log-rank test. <bold>(B)</bold>. Patient survival free from intolerance syndrome after graft failure. The <italic>p</italic>-value in the Kaplan-Meier curve was tested the log-rank test. <bold>(C)</bold> Patient survival free from intolerance syndrome after immunosuppression withdrawal (apart from steroids). The <italic>p</italic>-value was tested the log-rank test. <bold>(D)</bold> Patient survival free from intolerance syndrome after steroid withdrawal (less or more than 3 months). The p-value was tested the log-rank test.</p>
</caption>
<graphic xlink:href="ti-39-15642-g001.tif">
<alt-text content-type="machine-generated">Panel A contains a Kaplan-Meier survival plot showing patient survival without intolerance syndrome after graft failure by immunosuppression group, with numbers at risk beneath the x-axis and a significant p-value. Panels B, C, and D each display Kaplan-Meier survival curves comparing post-graft failure survival probability by varying months since failure, annotated with statistical significance (p-values) and corresponding numbers at risk below each plot.</alt-text>
</graphic>
</fig>
<p>After graft failure, 99 patients (45.4%) were considered for a retransplantation and screened for anti-HLA sensitization. 56 of the 99 (58.6%) had developed <italic>de novo</italic> DSA at last follow-up [21 (9; 39) months post-graft failure]. We assessed the role of immunosuppression cessation modality on the occurrence of post-graft failure allo-sensitization and found that a delayed withdrawal of immunosuppression other than steroids did not affect the occurrence of anti-HLA DSA (<xref ref-type="fig" rid="F2">Figure 2</xref>; <xref ref-type="sec" rid="s11">Supplementary Table 2</xref>). However, although a delayed steroids withdrawal was associated with a reduced occurrence of DSA (HR 0.41, 95% CI [0.24&#x2013;0.71] <italic>p</italic> &#x3d; 0.001, <xref ref-type="fig" rid="F2">Figure 2</xref>; <xref ref-type="sec" rid="s11">Supplementary Table 2</xref>), we did not observe any difference on cPRA values at last follow-up, according to immunosuppression discontinuation modality (<xref ref-type="fig" rid="F3">Figure 3</xref>). 12 of the 99 patients received an allograft nephrectomy: 7 patients presented a DSA before the nephrectomy, 2 patients presented <italic>de novo</italic> DSA after the nephrectomy, and 3 patients did not presented DSA pre- or post nephrectomy. The cPRA increased before the nephrectomy (median cPRA: 0 (0; 93) at transplantation, 0 (0; 93) at graft failure, 52 (0; 100) before the nephrectomy [3.6 (0.9; 32.6) months post graft failure and 1.0 (0.0; 8.7) months before the nephrectomy], and after the nephrectomy (median cPRA: 96 (36; 100) at last follow-up, after 50.4 (5.7; 119.9) months post graft failure. Forty-nine (22.5%) patients received another transplantation during the follow-up. We did not observe any difference regarding the different modalities of immunosuppression withdrawal and the occurrence of retransplantation (retransplantation according to immunosuppression withdrawal modalities except steroids, withdrawal &#x3c;1 month as the reference group, HR &#x3d; 1.32, 95%CI [0.93; 1.87], <italic>p</italic> &#x3d; 0.19; retransplantation according to steroid withdrawal modality [withdrawal &#x3c;3 months as the reference group, HR &#x3d; 0.82, 95% CI (0.47; 1.43), <italic>p</italic> &#x3d; 0.99]).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Occurrence of <italic>de novo</italic>-Donor Specific Antibodies according to the timing of steroid withdrawal. Patient survival free from <italic>de novo</italic> DSA after graft failure. The p-value was tested the log-rank test. Association between the steroid withdrawal modality after graft failure and <italic>de novo</italic> DSA occurrence. The association was tested by using a univariate Cox proportional hazards model.</p>
</caption>
<graphic xlink:href="ti-39-15642-g002.tif">
<alt-text content-type="machine-generated">Kaplan-Meier survival curve compares post-graft failure survival probability for steroid withdrawal less than three months (blue) versus more than three months (red), showing improved survival with longer withdrawal; hazard ratio is zero point four one, ninety-five percent confidence interval zero point two four to zero point seven one, p equals zero point zero zero one, with associated risk table by time.</alt-text>
</graphic>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Evolution of the cPRA at transplantation, graft failure and last-follow-up, according to <bold>(A)</bold> immunosuppression withdrawal modality except steroids, and <bold>(B)</bold> steroid withdrawal modality. Abbreviation: cPRA, calculated Panel Reactive Antibodies; Tx, Transplantation; LFU, Last Follow-up; reTx, re-Transplantation; w/d, withdrawal.</p>
</caption>
<graphic xlink:href="ti-39-15642-g003.tif">
<alt-text content-type="machine-generated">Panel A presents three scatter and bar plots comparing cPRA values at transplantation, graft failure, and last follow-up or retransplantation based on immunosuppression withdrawal timing (&#x3C;1 month, 1 to 3 months, &#x3E;3 months, excluding steroids). Panel B presents similar plots based on steroid withdrawal timing (less than 1 month and more than 3 months), using the same vertical axes depicting cPRA at each clinical event. Each plot shows individual data points and colored bars indicating group medians.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-3">
<title>Infection and Cardiovascular Complications</title>
<p>Sixty-three out of the 218 patients (28.9%) experienced at least one episode of infection requiring hospitalization during the follow-up, (19 of the 63 (30.2%) occurred in patients that were still under immunosuppression). Among them, 20 patients (31.7%) required an intensive care unit hospitalization at least once. Twelve patients (including 5 who were still under immunosuppression) developed at least one opportunistic infection [cytomegalovirus syndrome (n &#x3d; 6), HSV-2 viremia (n &#x3d; 1), invasive pulmonary aspergillosis (n &#x3d; 1) and invasive non-aspergillosis mold (n &#x3d; 1), candidemia (n &#x3d; 2), cryptosporidiosis induced diarrhea (n &#x3d; 1)]. We did not find any difference regarding the type and length of immunosuppression after graft failure and the occurrence of infectious complications (<xref ref-type="fig" rid="F4">Figures 4A,B</xref>; <xref ref-type="sec" rid="s11">Supplementary Table 4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Occurrence of infections and Major Adverse Cardiovascular Events (MACE) according to immunosuppression withdrawal <bold>(A)</bold>. Patient survival free from infection requiring a hospitalization after graft failure. The p-value was tested the log-rank test. <bold>(B)</bold> Patient survival free from infection requiring a hospitalization after graft failure according to the steroid withdrawal modality. <bold>(C)</bold> Patient survival free from MACE requiring an hospitalization after graft failure. The p-value was tested the log-rank test. <bold>(D)</bold> Patient survival free from MACE requiring an hospitalization after graft failure according to the steroid withdrawal modality.</p>
</caption>
<graphic xlink:href="ti-39-15642-g004.tif">
<alt-text content-type="machine-generated">Four Kaplan-Meier survival curves labeled A through D compare post-graft failure survival probabilities among patient groups stratified by time to failure: less than one month, one to three months, and more than three months. Each panel displays survival probability on the y-axis and time post graft failure in months on the x-axis, with risk tables and p-values included. No significant differences in survival between strata are observed for any panel.</alt-text>
</graphic>
</fig>
<p>Eighteen patients (8.3%) experienced at least one MACE during the follow-up (<xref ref-type="sec" rid="s11">Supplementary Table 5</xref>). We did not find any difference regarding the occurrence of MACE and type and length of immunosuppression during dialysis (<xref ref-type="fig" rid="F4">Figures 4C,D</xref>).</p>
<p>Fifty-nine patients (27.0%) died during the follow-up (<xref ref-type="sec" rid="s11">Supplementary Figure 1A,B</xref>; <xref ref-type="sec" rid="s11">Supplementary Table 6</xref>). We did not observe any difference regarding different modalities of immunosuppression withdrawal and death (death according to immunosuppression withdrawal modalities (except steroids): &#x3c;1&#xa0;month: 30/84, 1&#x2013;3&#xa0;months 16/80, more than 3 months 13/54, <italic>p</italic> &#x3d; 0.07; death according to steroid withdrawal modality: &#x3c;3&#xa0;months, 15/58, &#x3e;3&#xa0;months 44/160, <italic>p</italic> &#x3d; 0.81).</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Although patients with a failing graft represent an increasing proportion among the dialysis population [<xref ref-type="bibr" rid="B27">27</xref>], return to dialysis remains a critical period. At that time, the management of immunosuppression is quite complex. Indeed, maintaining immunosuppression is considered to be risky because of the limited immediate expected benefit compared with potential complications. A higher risk for cardiovascular and infection disorders have been reported, leading to an increased risk of death compared to patients with poor allograft function, or incident dialysis patients without a history of transplantation [<xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>]. However, clinicians may be prompted to pursue immunosuppressants in order to reduce the risk of allo-sensitization. Our study is in line with previous studies and shows that the risk of allo-sensitization is not very high during the graft functioning period [<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>] and as long as the patient remains on immunosuppression [<xref ref-type="bibr" rid="B19">19</xref>], while returning to dialysis after immunosuppression withdrawal remains a high risk period when allo-sensitization occurs [<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B36">36</xref>&#x2013;<xref ref-type="bibr" rid="B38">38</xref>], that represents a significant limitation for future transplantation. Moreover, intolerance syndrome, that is related to immunosuppressants&#x2019; withdrawal, is a major complication that could lead to the need for allograft nephrectomy or arterial embolization that may induce other complications. Available guidelines to manage immunosuppression in those patients remain elusive [<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B26">26</xref>].</p>
<p>In the present retrospective study, we assessed the impact of different strategies of immunosuppression withdrawal on the occurrence of intolerance syndrome. The incidence of intolerance syndrome in our cohort was 24.3%, and occurred early after graft failure (median 6 (3; 13) months post-graft failure), which is concordant with previous studies [<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B39">39</xref>]. We noted a strong association between immunosuppression withdrawal and intolerance syndrome occurrence. However, we did not observe any difference in the incidence or the timing of intolerance syndrome or anti-HLA sensitization after graft failure and the modality of immunosuppression withdrawal, except for steroid management which was associated with a delay in the occurrence of this complication. This is in line with previous retrospective [<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>] and prospective studies [<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B42">42</xref>]. How to handle steroids after kidney graft failure is often not described and not considered in the strategy of management of immunosuppression in this critical period [<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B27">27</xref>]. However, our study suggest that the impact of low-dose steroids in this setting could be non-zero. Indeed, we found that patients who stopped their steroids during the first 3 months could present an intolerance syndrome earlier, and independently of the way of management of other immunosuppressants, i.e., CNIs, mTOR inhibitors and MPA. In a retrospective study of 89 patients who returned to dialysis, Garg and colleagues found that steroid continuation was associated with significantly lower odds of developing an absolute increase of allo-sensitization [<xref ref-type="bibr" rid="B43">43</xref>]. Low-dose steroids alter T-cell and antibody mediated responses [<xref ref-type="bibr" rid="B44">44</xref>&#x2013;<xref ref-type="bibr" rid="B46">46</xref>]. Discontinuation of low-dose steroids was previously associated with immune reconstitution inflammatory syndrome after a prolonged course of treatment [<xref ref-type="bibr" rid="B47">47</xref>]. Taken together, these observations suggest that (i) reduced doses, without monitoring drug dose levels, for a limited period (i.e., not prolonged until retransplantation) is inefficient to prevent allo-sensitization or intolerance syndrome after graft failure, and (ii) in cases where early immunosuppression discontinuation is proposed, a brutal withdrawal of steroids could participate in the development of intolerance syndrome and allo-sensitization complications. Nonetheless, these findings should be interpreted as exploratory. Unmeasured factors not included in our analysis may have contributed to early steroid discontinuation and could therefore have introduced residual confounding. Validation of these results in future external cohorts will be important to confirm their generalizability. We didn&#x2019;t find an impact of a gradual maintenance immunosuppression withdrawal on the rate of infections requiring hospitalization, opportunistic infections, and cardiovascular complications in dialysis patients during follow-up. This could be explained by the low doses of CNIs/antimetabolites and early drug discontinuation. Some [<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B40">40</xref>], but not all [<xref ref-type="bibr" rid="B12">12</xref>], retrospective studies did not observe a higher risk for infections or MACE in the same seting. However, other adverse effects (e.g., hypertension, dyslipidemia, diabetes, etc&#x2026;) that alter the long-term cardiovascular health should be kept in mind.</p>
<p>Our study presents several limitations. This is a retrospective, monocentric study. Immunosuppressants&#x2019; doses and trough levels were not assessed. The number of intolerance syndromes included was small, limiting our ability to included multiple parameters in our multivariate analyses. Nonetheless, this helped us to obtain a granular assessment of immunosuppression management in these patients, particularly regarding the management of steroids. These results could guide the development of future large prospective clinical study.</p>
<p>In conclusion, although discontinuation of immunosuppression strongly influences the occurrence of intolerance syndrome, the modality of immunosuppression withdrawal according to available recommendations in patients with a failed graft do not prevent the occurrence of intolerance syndrome, or allo-sensitization. Only a brutal, early (&#x3c;3&#xa0;months) withdrawal of steroids seems to reduce the time between graft failure and the development of intolerance syndrome. Our data suggest further evaluation of the impact of current expert&#x2019;s opinion-based guidelines.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data Availability Statement</title>
<p>The data analyzed in this study is subject to the following licenses/restrictions: Available upon request. Requests to access these datasets should be directed to AD, delbello.a@chu-toulouse.fr.</p>
</sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics Statement</title>
<p>This retrospective study obtained approval from the Toulouse IRB (RC31/21/01/54). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants&#x2019; legal guardians/next of kin in accordance with the national legislation and institutional requirements. Written informed consent was not obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article. According to the French law (Loi Jard&#x00E9;) this retrospective study obtained approval from the Toulouse IRB (RC31/ 21/01/54).</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author Contributions</title>
<p>AD and NK designed the study, performed statistical analyses, and wrote the paper. AN collected the data. PG, NC-J, JM, OM, AD, and TP followed the patients, reviewed and completed the paper. 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(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s10">
<title>Generative AI Statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="supplementary-material" id="s11">
<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.2026.15642/full#supplementary-material">https://www.frontierspartnerships.org/articles/10.3389/ti.2026.15642/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Supplementaryfile1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<fn-group>
<fn fn-type="abbr" id="abbrev1">
<label>Abbreviations:</label>
<p>DSA, Donor Specific Antibodies; IF/TA, Interstitial Fibrosis / Tubular Atrophy; CNI, Calcineurin Inhibitors; MMF, mycophenolate mofetil; MPA, mycophenolic acid; mTOR inhibitors, mammalian Target of Rapamycin inhibitors; MACE, Major Adverse Cardiovascular Events; cPRA, calculated Panel Reactive Antibodies.</p>
</fn>
</fn-group>
</back>
</article>