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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2024.1353339</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Immune checkpoint inhibitors and acute kidney injury</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Ping</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gao</surname>
<given-names>Ying</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kong</surname>
<given-names>Zhijuan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Junlin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Si</surname>
<given-names>Shuxuan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Han</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Jie</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lv</surname>
<given-names>Zhimei</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="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2600708"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Rong</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="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Nephrology, Shandong Provincial Hospital, Shandong University</institution>, <addr-line>Jinan</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Nephrology, Shandong Provincial Hospital Affiliated to Shandong First Medical University</institution>, <addr-line>Jinan</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Etienne Macedo, University of California, San Diego, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Shuo-Yan Gau, Chung Shan Medical University, Taiwan</p>
<p>Vera Damuzzo, ULSS2 Marca Trevigiana, Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Zhimei Lv, <email xlink:href="mailto:lvzhimei_sd@163.com">lvzhimei_sd@163.com</email>; Rong Wang, <email xlink:href="mailto:sd_wangrong@163.com">sd_wangrong@163.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share last authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1353339</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>02</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Zhou, Gao, Kong, Wang, Si, Han, Li, Lv and Wang</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Zhou, Gao, Kong, Wang, Si, Han, Li, Lv and Wang</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>As a new type of anti-tumor immunotherapy, immune checkpoint inhibitors (ICIs) have improved the prognosis of multiple malignancies. However, renal complications are becoming more frequent. Nephrotoxicity often manifests as acute kidney injury (AKI), and the most common histopathological type is acute tubulointerstitial nephritis (ATIN). Based on previous studies of the incidence and potential risk factors for nephrotoxicity, in this review, we describe the mechanism of AKI after ICIs treatment, summarize the incidence, risk factors, and outcomes of AKI, and discuss the diagnosis and management of immune checkpoint inhibitors-associated acute kidney injury (ICI-AKI). In addition, we review the current status of ICIs rechallenge and the therapeutic strategies of ICIs applied in kidney transplant recipients. Finally, we emphasize the importance of collaboration between nephrologists and oncologists to guide the treatment of ICIs and the management of renal complications.</p>
</abstract>
<kwd-group>
<kwd>acute kidney injury</kwd>
<kwd>nephrotoxicity</kwd>
<kwd>immune checkpoint inhibitors</kwd>
<kwd>immunotherapy</kwd>
<kwd>immune-related adverse events</kwd>
<kwd>malignancies</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="150"/>
<page-count count="15"/>
<word-count count="7274"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Cancer Immunity and Immunotherapy</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Immune checkpoint inhibitors (ICIs), a kind of monoclonal antibodies, have been confirmed to significantly improve the overall prognosis of a wide range of malignancies (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>). However, ICIs also lead to the loss of peripheral tolerance of autoantigens, which leads to autoimmune reactions, called immune-related adverse events (irAEs). The most commonly involved organs and systems include gastrointestinal tract, endocrine, skin, etc (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). Similarly, the nephrotoxicity of ICIs has attracted more and more attention. It usually presents as acute kidney injury (AKI), which can cause irreversible loss of renal function in severe cases (<xref ref-type="bibr" rid="B6">6</xref>), and needs to be paid attention to.</p>
<p>In this review, we describe the therapeutic mechanism of ICIs and the possible mechanism leading to AKI, summarize the incidence, risk factors, other clinical characteristics and outcomes of AKI after ICIs treatment, discuss the diagnosis and management of immune checkpoint inhibitor&#x2013;associated AKI, and focus on the application of ICIs for anti-tumor therapy in kidney transplant recipients.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Development of immune-related adverse events</title>
<p>Immune checkpoint inhibitors can not only improve the activity of immune system and enhance the anti-tumor immune response of the body (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), but also cause the loss of peripheral tolerance of autoantigens, resulting in autoimmune reactions, which are recognized as immune-related adverse events (irAEs). The pathogenesis of irAEs includes inflammatory response caused by cytokines, cross-reaction of similar antigens and complement-mediated direct damage (<xref ref-type="bibr" rid="B7">7</xref>). The occurrence of irAEs is affected by many factors. For example, autoimmune tendency, body mass index (BMI), and the treatment regimen of ICIs are related to the incidence of irAEs (<xref ref-type="bibr" rid="B7">7</xref>). and tumor types is related to the type of irAEs (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Effect of ICIs (anti-CTLA-4 and anti-PD-1) on T-cell function. Anti-CTLA-4 checkpoint inhibitors enhance anti-tumor response by promoting the activation of quiescent T cells in lymph nodes. Anti-PD-1 checkpoint inhibitors impede the exhaustion of activated T cells by blocking of the PD-1 axis. ICIs, immune checkpoint inhibitors; PD-1, programmed cell death receptor-1; PD-L1, programmed cell death ligand-1; PD-L2, programmed cell death ligand-2; CTLA-4, cytotoxic T lymphocyte-associated antigen-4; TAA, tumor-associated antigens; MHC, major histocompatibility complex; TCR, T cell receptor.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1353339-g001.tif"/>
</fig>
<p>Multiple different systems have been reported to develop irAEs, involving endocrine, gastrointestinal, skin, musculoskeletal, urinary and other systems (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B10">10</xref>). In particular, attention should be paid to the neurological and fatal irAEs. timely detection and intervention to prevent further deterioration and irreversible damage (<xref ref-type="bibr" rid="B11">11</xref>). Currently, treatment strategies for irAEs include screening for autoantibodies in patients who are predisposed to autoimmunity before ICIs are administered, grading treatment and deciding whether to discontinue ICIs according to the severity of irAEs (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B12">12</xref>). The treatment of irAEs includes corticosteroids, immunosuppressive agents, intravenous immunoglobulin, monoclonal antibodies, and plasma exchange (<xref ref-type="bibr" rid="B7">7</xref>). It should be added that treatment of irAEs with immunosuppressive agents does not appear to affect the antitumor activity of ICIs (<xref ref-type="bibr" rid="B13">13</xref>).</p>
</sec>
<sec id="s3">
<label>3</label>
<title>Development of immune checkpoint inhibitors-associated acute kidney injury</title>
<sec id="s3_1">
<label>3.1</label>
<title>Definition, grading, classification of AKI and ICI-AKI definition</title>
<p>Renal adverse effects caused by ICIs usually manifested as AKI (<xref ref-type="bibr" rid="B6">6</xref>). In the current studies (<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>), AKI was defined as a 1.5-fold increase in serum creatinine (SCr) from baseline or an increase of &#x2265;0.3 mg/dL (26.5 &#xb5;mol/L) after starting ICIs. The Kidney Disease Improving Global Outcomes (KDIGO) criteria were used to grade AKI according to the relative change in SCr (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). Similarly, the National Cancer Institute&#x2019;s Common Terminology Criteria for Adverse Events (NCI-CTCAEs) defines and grades AKI by comparing SCr with an &#x201c;upper limit of normal&#x201d; cutoff parameters (<xref ref-type="bibr" rid="B19">19</xref>). However, this approach often underestimates the incidence of AKI because it ignores those AKI that increase in the normal range of creatinine (mostly low-grade AKI) (<xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>Previous studies have divided AKI into four categories based on its etiology, including ICI-AKI, hemodynamic AKI/acute&#xa0;tubular necrosis (ATN), obstructive AKI and AKI of undetermined cause. Nephrologists attribute the cause of ICI-AKI directly to ICIs. Hemodynamic AKI/ATN refers to AKI that occurs in the context of dehydration (such as circulatory failure, diarrhea, vomiting, etc.), tumor lysis syndrome, sepsis, or ischemic ATN (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B21">21</xref>).</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Possible mechanisms of ICI-AKI</title>
<p>Different studies have hypothesized the mechanism of ICI-AKI (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). First, ICIs, including anti-CTLA4 and anti-PD-1, may favor the generation of autoantibodies against autoantigens on renal tubular epithelial cells (TECs), mesangial cells, and podocytes, such as anti-dsDNA and antinuclear antigen antibodies (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>). They engage in an autoimmune reaction with specific renal autoantigens. Some studies have found that the treatment and interruption of ICIs and corticosteroids treatment affect the levels of some autoantibodies in the serum circulation, such as lupus-like glomerulopathy and anti-dsDNA and anti-nuclear antigen antibodies, which are very similar to the phenotype of autoimmune lupus nephritis (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B26">26</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Possible mechanisms of ICI-AKI. ICIs, immune checkpoint inhibitors; ICI-AKI, immune checkpoint inhibitors-associated acute kidney injury.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1353339-g002.tif"/>
</fig>
<p>Second, another mechanism may be that ICIs themselves or bind to kidney-expressed checkpoint receptors to form haptens, known as &#x201c;off-target effects&#x201d; (<xref ref-type="bibr" rid="B25">25</xref>), which are recognized by local dendritic cells (DCs) and trigger immune responses after acquiring immunogenicity when they are metabolized by renal tubular cells or when they bind to carrier proteins to form antigen-antibody complexes (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>). This &#x201c;reprogramming&#x201d; of the immune system results in the loss of peripheral tolerance to renal endogenous antigens (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>). It has been found that PD-L1 is expressed in renal TECs (<xref ref-type="bibr" rid="B31">31</xref>). In a murine model of nephrotoxic nephritis, Neumann et&#xa0;al. found that Foxp3<sup>+</sup> regulatory T cells (Tregs) infiltrating the kidney express PD-L1. After inhibition of PD-L1 signaling in the murine model (knockout or blockade of PD-L1), Tregs are increased in the kidney, ultimately exacerbating nephrotoxic nephritis. It should be noted that the gene expression profile of Tregs is also altered by the lack of PD-L1 in renal inflammation. Furthermore, Tregs isolated from the PD-L1-depleted murine model were found to have impaired suppressive capacity <italic>in vitro</italic> and no protective effect on nephrotoxic nephritis <italic>in vivo</italic>, indirectly suggesting a protective role of PD-L1 in renal injury (<xref ref-type="bibr" rid="B32">32</xref>). In addition, the study by Shim et&#xa0;al. found that PD-1/PD-L1 interaction modulated T cell infiltration and lipocalin 2 expression in kidney transplant murine (<xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>It is reasonable to hypothesize that ICIs promote the release, uncontrolled aberrant activation, development, and proliferation of quiescent tissue-specific autoreactive T cells (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>). These CD4+ and CD8+ T cells associated with ICIs can be found in different tissues such as myocardium, skeletal muscle, kidney and tumor, and cross-react with these normal tissues (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B36">36</xref>). They even produce antibodies to mobilize the typical antibody-induced hypersensitivity (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>). In addition, activated T cells infiltrate the renal parenchyma and release cytokines to produce an inflammatory response (<xref ref-type="bibr" rid="B39">39</xref>). At present, it has been found that ICIs can promote the increase of proinflammatory cytokines/chemokines such as IL-1Ra, CXCL10, TNF-&#x3b1;, IL-6 (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B40">40</xref>). It has been found that the expression of PD-L1 at both mRNA and protein levels in the proximal tubules in normal kidney tissue is low enough to cause organ-specific immunity (<xref ref-type="bibr" rid="B31">31</xref>).</p>
<p>An alternative hypothesis is that ICIs reactivate drug-specific T cells or lose tolerance to them (<xref ref-type="bibr" rid="B41">41</xref>). These T cells are produced when an immune response is triggered by prior treatment with drugs known to cause acute interstitial nephritis (AIN) (nonsteroidal anti-inflammatory drugs, proton pump inhibitors, etc.) or other nephrotoxic drugs (antibiotics, etc.) (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B37">37</xref>). This mechanism can be called the &#x201c;second hit&#x201d; (<xref ref-type="bibr" rid="B14">14</xref>). To a certain extent, these drugs act as exogenous antigens or haptens as potentiators for the occurrence of ICIs-related irAEs.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Clinical features of ICI-AKI</title>
<sec id="s3_3_1">
<label>3.3.1</label>
<title>Incidence for ICI-AKI</title>
<p>Nephrotoxicity associated with ICIs is uncommon compared with other common irAEs, such as dermatitis, enterocolitis, and thyroiditis (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>). A review of irAEs with ipilimumab summarized rates of skin toxicity from 47% to 68%, diarrhea from 44%, hypophysitis from 1% to 6%, and hepatotoxicity from 3% to 9% (<xref ref-type="bibr" rid="B44">44</xref>). A review of endocrine dysfunction published by Barroso-Sousa et&#xa0;al. (<xref ref-type="bibr" rid="B45">45</xref>) concluded that in combination therapy with nivolumab plus ipilimumab, the incidence of hypothyroidism, hyperthyroidism, hypophysitis, and autoimmune adrenalitis was 13.2%, 8.0%, 8.0%, and 4.2%, respectively. In a review of management of endocrine and metabolic toxicity published by Spagnolo et&#xa0;al. (<xref ref-type="bibr" rid="B46">46</xref>), it was found that the incidence of thyroid disorders was as high as 15-20% and pituitary disorders as high as 10% with the combination of ICIs. In a retrospective study of 740 melanoma patients, 7.3% had serious infections, most of which were bacterial (85%) (<xref ref-type="bibr" rid="B47">47</xref>). In a study of 167 patients with malignancies treated with nivolumab, 19.2% developed infectious disease, the most prevalent type of infection was pneumonia, and 78.1% were bacterial (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>). However, the estimated incidence of AKI in patients treated with ICIs was found to be 9.9% to 29% and may be rising (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B50">50</xref>). The different inclusion criteria for AKI in different studies contributed to the differences in incidence. In a retrospective study of 252 patients with malignancies treated with ICIs, the incidence of AKI was 17.9% (<xref ref-type="bibr" rid="B51">51</xref>). In a meta-analysis of eighteen articles comprising 12,111 patients receiving ICIs, the incidence of AKI was 16% (<xref ref-type="bibr" rid="B6">6</xref>). In a meta-analysis of 48 clinical trials receiving anti-PD-1, the incidence of AKI was 2.2% (<xref ref-type="bibr" rid="B52">52</xref>). In a single-center study of 1016 patients with malignancies, the incidence of sustained AKI that lasted at least three consecutive days was 8% (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>A summary of previous studies found that the incidence of ICI-AKI ranged from 2.2% to 7.1%, which was lower than the incidence of AKI (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B52">52</xref>&#x2013;<xref ref-type="bibr" rid="B54">54</xref>). However, delayed onset of AKI after initiation of ICIs or the presence of mild AKI that can be easily attributed to other etiologies may lead to an underestimation of the true incidence of ICI-AKI (<xref ref-type="bibr" rid="B55">55</xref>). In a study of 239 anti-PD-1 treated patients with advanced melanoma, AKI was mostly pre-renal (49%). This may be related to gastrointestinal irAEs (diarrhea and colitis) and the use of renin-angiotensin-aldosterone system inhibitors (RAASi), whereas ICI-AKI accounted for only 3.3% (<xref ref-type="bibr" rid="B18">18</xref>). In addition, AKI in patients treated with ICIs, including ICI-AKI, was mostly low-grade (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B55">55</xref>). This is consistent with the conclusion that the incidence of grade 3-4 irAEs is lower than that of low-grade irAEs after treatment with ICIs alone or in combination (<xref ref-type="bibr" rid="B56">56</xref>). In the study of 676 patients treated with ICIs, the incidence of stage 1 AKI was 76%, and the incidence of stage 1 ICI-AKI was 81.3% (<xref ref-type="bibr" rid="B55">55</xref>). However, in a case-control study, only 77 (17.9%) of 429 patients with ICI-AKI had stage 1, while 48.5% had stage 3, which may be related to the diagnosis and inclusion criteria of ICI-AKI (<xref ref-type="bibr" rid="B57">57</xref>).</p>
<p>After establishing that ICIs treatment is associated with a higher risk of AKI compared with non-nephrotoxic drug treatment (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B58">58</xref>), we also found that the incidence of AKI varies according to ICIs treatment. The risk for ICI-AKI was found to be lower with anti-PD-L1 than with anti-PD-1 (<xref ref-type="bibr" rid="B59">59</xref>), and sustained AKI occurs more frequently with anti-CTLA-4 therapy (<xref ref-type="bibr" rid="B14">14</xref>). In a study of the comparative risk of AKI after ICIs treatment published by Liu et&#xa0;al. (<xref ref-type="bibr" rid="B59">59</xref>), it was proposed that the risk of AKI was higher with anti-CTLA-4 monotherapy than with anti-PD-1, for example, the risk of AKI grades 1-5 and 3-5 was higher with ipilimumab than with durvalumab. This may be because CTLA-4 signals play a role in the early stage of T cell activation, while the effect of PD-1 pathway in limiting T cell activity occurs later (<xref ref-type="bibr" rid="B60">60</xref>), and this upstream action of anti-CTLA-4 and its low specificity make it more toxic than anti-PD-1 (<xref ref-type="bibr" rid="B59">59</xref>). In addition, it also suggested that the risk of AKI is higher with combination therapy (anti-CTLA-4 plus anti-PD-1) than with ICIs alone, and ICIs are time-dependent and dose-dependent, that is, the higher the target concentration, the more side effects. These conclusions were confirmed in other studies (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B61">61</xref>&#x2013;<xref ref-type="bibr" rid="B64">64</xref>). Based on these findings, it seems reasonable that 1 mg/kg nivolumab plus 3 mg/kg ipilimumab (N1I3), ipilimumab (anti-CTLA-4), and tremelimumab (anti-CTLA-4) are the three highest risk regimens (<xref ref-type="bibr" rid="B59">59</xref>). Finally, this study also illustrates that RCC and urothelial carcinoma have a significantly higher risk of AKI compared with other tumors (<xref ref-type="bibr" rid="B59">59</xref>). One study has given the explanation that RCC has a higher presence of immune cells infiltration compared with other tumors, and therefore has a stronger immune adverse reaction after ICIs treatment (<xref ref-type="bibr" rid="B65">65</xref>).</p>
</sec>
<sec id="s3_3_2">
<label>3.3.2</label>
<title>Latency period between ICIs initiation and ICI-AKI</title>
<p>Compared with extrarenal irAEs, there is a longer latency between ICIs initiation and ICI-AKI development. As examples, the common dermatitis usually develops within 4 weeks (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B67">67</xref>) and colitis within 6 weeks after ICIs treatment (<xref ref-type="bibr" rid="B43">43</xref>). Neurological symptoms of immune-related hypophysitis appeared as early as 6 weeks after ICIs treatment, whereas cutaneous toxicity was observed after an average of 3.6 weeks (<xref ref-type="bibr" rid="B44">44</xref>). The aforementioned infections developed over an average of 135 days, with 79.6% of infections occurring within the first 6 months after ICIs treatment (<xref ref-type="bibr" rid="B47">47</xref>). In contrast, ICI-AKI usually occurs later and the median time to onset varies widely among studies. In this review, we summarized the median time to onset of ICI-AKI ranging from 1 month to 10 months or even longer (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B69">69</xref>). It may be related to the long half-life of ICIs (<xref ref-type="bibr" rid="B70">70</xref>) and the delay of clinical recognition due to the insensitivity of SCr as a marker of kidney injury (<xref ref-type="bibr" rid="B62">62</xref>). From the clinical pharmacokinetics analysis, it was found that the prolonged half-life of ICIs was due to their binding to the protective neonatal Fc receptors to avoid lysosomal degradation (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B71">71</xref>). It should be noted that the type of ICIs also affected the development of ICI-AKI. Some studies have found that ICI-AKI occurs later after anti-PD-1 treatment than anti-CTLA-4 treatment (<xref ref-type="bibr" rid="B34">34</xref>). In an analysis of 1918 reports of ICI-related AKI events, durvalumab had the longest time to onset, followed by nivolumab and avelumab (<xref ref-type="bibr" rid="B72">72</xref>).</p>
</sec>
<sec id="s3_3_3">
<label>3.3.3</label>
<title>Risk factors for development of ICI-AKI</title>
<p>Previous studies have found that combination therapy with anti-CTLA-4 and anti-PD-1/anti-PD-L1 is associated with a higher risk of ICI-AKI, which seems plausible (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B74">74</xref>). In the discussion of a case report, it is proposed that combination therapy with ICIs may play a greater role in enhancing antigen recognition and T-cell proliferation in lymph nodes, as well as an unconstrained cytotoxic T-cell effect in peripheral normal tissues, that is, synergism between different ICIs (<xref ref-type="bibr" rid="B75">75</xref>). Secondly, a study has found that the addition of chemotherapy to ICIs treatment increased the risk of AKI (<xref ref-type="bibr" rid="B59">59</xref>). Interestingly, cumulative dose of anti-PD-1 was found to be an independent risk factor for the development of AKI in a study of anti-PD-1 in advanced melanoma (<xref ref-type="bibr" rid="B18">18</xref>). In particular, a systematic review and meta-analysis of 27 studies and a systematic review of 127 studies both found that older age increased the risk of AKI after ICIs treatment (<xref ref-type="bibr" rid="B74">74</xref>, <xref ref-type="bibr" rid="B76">76</xref>). Alternatively, in the study by Qu et&#xa0;al. (<xref ref-type="bibr" rid="B77">77</xref>), males were found to be at high risk for ICI-related nephrotoxicity. This may be due to male hormones, which increased oxidative stress, activated the renin-angiotensin system, and worsened fibrosis in damaged kidneys (<xref ref-type="bibr" rid="B78">78</xref>). In the study of 676 patients treated with ICIs, a gynecologic malignancy was also found to be independently associated with AKI (<xref ref-type="bibr" rid="B55">55</xref>).</p>
<p>In addition, the history of some comorbidities in cancer patients is also associated with the development of ICI-AKI. In this review, we summarized that hypertension (<xref ref-type="bibr" rid="B53">53</xref>), diabetes (<xref ref-type="bibr" rid="B51">51</xref>), hypoproteinemia (serum albumin &lt;30g/L) (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B51">51</xref>), anemia (<xref ref-type="bibr" rid="B21">21</xref>), autoimmune diseases, extrarenal irAEs (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B74">74</xref>, <xref ref-type="bibr" rid="B79">79</xref>), and chronic kidney disease (CKD) (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B74">74</xref>) are all associated with the higher risk of ICI-AKI. Theoretically, patients with concurrent extrarenal irAEs are more likely to develop renal adverse effects. Because these patients are more likely to produce overactivated T cells to fight against autoantigens and induce autoimmune responses (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B68">68</xref>). What&#x2019;s interesting is that lower baseline estimated glomerular filtration rate (eGFR) is also associated with a higher risk of AKI in some studies (<xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B68">68</xref>), while the opposite conclusion has been shown in others studies (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B80">80</xref>, <xref ref-type="bibr" rid="B81">81</xref>). One explanation is that baseline eGFR may be influenced by other confounding factors, such as age and cardiovascular disease (<xref ref-type="bibr" rid="B82">82</xref>). An alternative explanation is that patients with lower baseline eGFR have poorer renal reserve, which would raise the SCr threshold rather than increase the risk of immune damage to ICIs (<xref ref-type="bibr" rid="B68">68</xref>).</p>
<p>The combined use of nonsteroidal anti-inflammatory drugs (NSAIDs) (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B74">74</xref>), antibiotics (<xref ref-type="bibr" rid="B83">83</xref>), vitamin K antagonist fluindione (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B74">74</xref>), RAASi (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B51">51</xref>) and diuretics (<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B74">74</xref>) in cancer patients will increase the risk of ICI-AKI (<xref ref-type="bibr" rid="B21">21</xref>). In addition, acid inhibitors, including proton pump inhibitors (PPIs) (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B76">76</xref>) and histamine H2-receptor antagonists (H2RAs), reduce the therapeutic effect of ICIs and increase the risk of AKI (<xref ref-type="bibr" rid="B84">84</xref>). In the study by Chen et&#xa0;al., although the use of PPIs and NSAIDs were both risk factors for all-cause AKI and ICI-AKI, the odds ratio (OR) was higher for ICI-AKI than for all-cause AKI (1.77 vs. 2.42, 1.77 vs. 2.57, respectively) (<xref ref-type="bibr" rid="B85">85</xref>). As mentioned above, studies found that retreatment with ICIs after exposure to drugs known to cause AIN, including PPIs, NSAIDs, and antibiotics, activated drug-specific T cells, leading to loss of tolerance (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B57">57</xref>). Studies have found that PPIs reduce the efficacy of ICIs by inducing changes in gut microbiota (<xref ref-type="bibr" rid="B86">86</xref>) and pH of tissues around tumors, and even directly acting on the immune system in the vicinity of tumor tissues (<xref ref-type="bibr" rid="B87">87</xref>, <xref ref-type="bibr" rid="B88">88</xref>). In a case report published by Koda et&#xa0;al. (<xref ref-type="bibr" rid="B30">30</xref>), a NSCLC patient treated with lansoprazole developed acute tubulointerstitial nephritis (ATIN) after nivolumab treatment. It is possible that nivolumab altered the long-term tolerability of lansoprazole. This illustrates the importance of stopping those drugs known to induce ATIN, such as lansoprazole, during ICIs treatment. For a better understanding, we summarized the current information on risk factors for incident ICI-AKI in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Risk factors for incident ICI-AKI.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Risk factors</th>
<th valign="middle" align="center">Author (reference)</th>
<th valign="middle" align="center">N=</th>
<th valign="middle" align="center">OR/HR<xref ref-type="table-fn" rid="fnT1_1">
<sup>a</sup>
</xref>
</th>
<th valign="middle" align="center">95% CI<xref ref-type="table-fn" rid="fnT1_1">
<sup>a</sup>
</xref>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="3" align="center">combination ICIs therapy</td>
<td valign="middle" align="center">Cortazar et&#xa0;al. (<xref ref-type="bibr" rid="B68">68</xref>)</td>
<td valign="middle" align="center">138 (ICI-AKI)<break/>276 (control)</td>
<td valign="middle" align="center">3.88</td>
<td valign="middle" align="center">2.21 to 6.81</td>
</tr>
<tr>
<td valign="middle" align="center">Abdelrahim et&#xa0;al. (<xref ref-type="bibr" rid="B73">73</xref>)</td>
<td valign="middle" align="center">1164</td>
<td valign="middle" align="center">3.725, 6.305; 5.101, 9.041.</td>
<td valign="middle" align="center">1.144 to 12.134, 2.436 to 16.318; 1.554 to 16.745, 3.246 to 25.177.</td>
</tr>
<tr>
<td valign="middle" align="center">Caihong Liu et&#xa0;al. (<xref ref-type="bibr" rid="B74">74</xref>)</td>
<td valign="middle" align="center">27 studies</td>
<td valign="middle" align="center">2.45</td>
<td valign="middle" align="center">1.40 to 4.31</td>
</tr>
<tr>
<td valign="middle" align="center">cumulated doses of anti-PD-1</td>
<td valign="middle" align="center">Stein et&#xa0;al. (<xref ref-type="bibr" rid="B18">18</xref>)</td>
<td valign="middle" align="center">239</td>
<td valign="middle" align="center">NA</td>
<td valign="middle" align="center">NA</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">ipilimumab</td>
<td valign="middle" align="center">Abdelrahim et&#xa0;al. (<xref ref-type="bibr" rid="B73">73</xref>)</td>
<td valign="middle" align="center">1164</td>
<td valign="middle" align="center">3.281; 4.096</td>
<td valign="middle" align="center">1.213 to 8.873; 1.415 to 11.856</td>
</tr>
<tr>
<td valign="middle" align="center">Caihong Liu et&#xa0;al. (<xref ref-type="bibr" rid="B74">74</xref>)</td>
<td valign="middle" align="center">27 studies</td>
<td valign="middle" align="center">2.66</td>
<td valign="middle" align="center">1.42 to 4.98</td>
</tr>
<tr>
<td valign="middle" align="center">the addition of chemotherapy</td>
<td valign="middle" align="center">Fei Liu et&#xa0;al. (<xref ref-type="bibr" rid="B59">59</xref>)</td>
<td valign="middle" align="center">85 randomized trials</td>
<td valign="middle" align="center">NA</td>
<td valign="middle" align="center">NA</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">older age</td>
<td valign="middle" align="center">Caihong Liu et&#xa0;al. (<xref ref-type="bibr" rid="B74">74</xref>)</td>
<td valign="middle" align="center">27 studies</td>
<td valign="middle" align="center">1.01</td>
<td valign="middle" align="center">1.00 to 1.03</td>
</tr>
<tr>
<td valign="middle" align="center">Xu et&#xa0;al. (<xref ref-type="bibr" rid="B76">76</xref>)</td>
<td valign="middle" align="center">127 studies</td>
<td valign="middle" align="center">1.055</td>
<td valign="middle" align="center">1.016 to 1.097</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">Comorbidities</th>
</tr>
<tr>
<td valign="middle" align="center">hypertension</td>
<td valign="middle" align="center">Meraz-Mu&#xf1;oz et&#xa0;al. (<xref ref-type="bibr" rid="B53">53</xref>)</td>
<td valign="middle" align="center">309</td>
<td valign="middle" align="center">2.96</td>
<td valign="middle" align="center">1.33 to 6.59</td>
</tr>
<tr>
<td valign="middle" align="center">diabetes</td>
<td valign="middle" rowspan="2" align="center">Guven et&#xa0;al. (<xref ref-type="bibr" rid="B51">51</xref>)</td>
<td valign="middle" rowspan="2" align="center">252</td>
<td valign="middle" align="center">2.042</td>
<td valign="middle" align="center">0.923 to 4.518</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">hypoproteinemia</td>
<td valign="middle" align="center">2.848</td>
<td valign="middle" align="center">1.225 to 6.621</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">Ji et&#xa0;al. (<xref ref-type="bibr" rid="B21">21</xref>)</td>
<td valign="middle" rowspan="2" align="center">1615</td>
<td valign="middle" align="center">1.62</td>
<td valign="middle" align="center">1.17 to 2.23</td>
</tr>
<tr>
<td valign="middle" align="center">anemia</td>
<td valign="middle" align="center">1.95</td>
<td valign="middle" align="center">1.16 to 3.28</td>
</tr>
<tr>
<td valign="middle" rowspan="3" align="center">CKD</td>
<td valign="middle" align="center">Caihong Liu et&#xa0;al. (<xref ref-type="bibr" rid="B74">74</xref>)</td>
<td valign="middle" align="center">27 studies</td>
<td valign="middle" align="center">2.90</td>
<td valign="middle" align="center">1.65 to 5.11</td>
</tr>
<tr>
<td valign="middle" align="center">Stein et&#xa0;al. (<xref ref-type="bibr" rid="B18">18</xref>)</td>
<td valign="middle" align="center">239</td>
<td valign="middle" align="center">NA</td>
<td valign="middle" align="center">NA</td>
</tr>
<tr>
<td valign="middle" align="center">Guven et&#xa0;al. (<xref ref-type="bibr" rid="B51">51</xref>)</td>
<td valign="middle" align="center">252</td>
<td valign="middle" align="center">3.385</td>
<td valign="middle" align="center">1.510 to 7.588</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">Cancer stype</th>
</tr>
<tr>
<td valign="middle" align="center">RCC and urothelial carcinoma</td>
<td valign="middle" align="center">Fei Liu et&#xa0;al. (<xref ref-type="bibr" rid="B59">59</xref>)</td>
<td valign="middle" align="center">85 randomized trials</td>
<td valign="middle" align="center">NA</td>
<td valign="middle" align="center">NA</td>
</tr>
<tr>
<td valign="middle" align="center">a gynecologic malignancy</td>
<td valign="middle" align="center">Koks et&#xa0;al. (<xref ref-type="bibr" rid="B55">55</xref>)</td>
<td valign="middle" align="center">676</td>
<td valign="middle" align="center">3.91</td>
<td valign="middle" align="center">1.55 to 9.85</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">Concomitant drugs</th>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">PPIs</td>
<td valign="middle" align="center">Cortazar et&#xa0;al. (<xref ref-type="bibr" rid="B68">68</xref>)</td>
<td valign="middle" align="center">138 (ICI-AKI)<break/>276 (control)</td>
<td valign="middle" align="center">2.85</td>
<td valign="middle" align="center">1.81 to 4.48</td>
</tr>
<tr>
<td valign="middle" align="center">Abdelrahim et&#xa0;al. (<xref ref-type="bibr" rid="B73">73</xref>)</td>
<td valign="middle" align="center">1164</td>
<td valign="middle" align="center">2.387; 2.355</td>
<td valign="middle" align="center">1.328 to 4.291; 1.393 to 3.983</td>
</tr>
<tr>
<td valign="middle" align="center">Caihong Liu et&#xa0;al. (<xref ref-type="bibr" rid="B74">74</xref>)</td>
<td valign="middle" align="center">27 studies</td>
<td valign="middle" align="center">2.23</td>
<td valign="middle" align="center">1.88 to 2.64</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">Okamoto et&#xa0;al. (<xref ref-type="bibr" rid="B84">84</xref>)</td>
<td valign="middle" rowspan="2" align="center">11 papers</td>
<td valign="middle" rowspan="2" align="center">2.10</td>
<td valign="middle" rowspan="2" align="center">1.74 to 2.53</td>
</tr>
<tr>
<td valign="middle" align="center">H2RAs</td>
</tr>
<tr>
<td valign="middle" align="center">NSAIDs</td>
<td valign="middle" rowspan="2" align="center">Caihong Liu et&#xa0;al. (<xref ref-type="bibr" rid="B74">74</xref>)</td>
<td valign="middle" rowspan="2" align="center">27 studies</td>
<td valign="middle" align="center">2.61</td>
<td valign="middle" align="center">1.90 to 3.57</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">vitamin K antagonist fluindione</td>
<td valign="middle" align="center">6.48</td>
<td valign="middle" align="center">2.72 to 15.46</td>
</tr>
<tr>
<td valign="middle" align="center">Espi Liu et&#xa0;al. (<xref ref-type="bibr" rid="B54">54</xref>)</td>
<td valign="middle" align="center">352</td>
<td valign="middle" align="center">6.40</td>
<td valign="middle" align="center">1.42 to 26.08</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">diuretic</td>
<td valign="middle" align="center">Caihong Liu et&#xa0;al. (<xref ref-type="bibr" rid="B74">74</xref>)</td>
<td valign="middle" align="center">27 studies</td>
<td valign="middle" align="center">1.78</td>
<td valign="middle" align="center">1.32 to 2.40</td>
</tr>
<tr>
<td valign="middle" align="center">Koks et&#xa0;al. (<xref ref-type="bibr" rid="B55">55</xref>)</td>
<td valign="middle" align="center">676</td>
<td valign="middle" align="center">2.61</td>
<td valign="middle" align="center">1.21 to 5.60</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">RAASi (ACEIs/ARBs)</td>
<td valign="middle" align="center">Caihong Liu et&#xa0;al. (<xref ref-type="bibr" rid="B74">74</xref>)</td>
<td valign="middle" align="center">27 studies</td>
<td valign="middle" align="center">1.76</td>
<td valign="middle" align="center">1.15 to 2.68</td>
</tr>
<tr>
<td valign="middle" align="center">Guven et&#xa0;al. (<xref ref-type="bibr" rid="B51">51</xref>)</td>
<td valign="middle" align="center">252</td>
<td valign="middle" align="center">2.236</td>
<td valign="middle" align="center">1.017 to 4.919</td>
</tr>
<tr>
<td valign="middle" align="center">antibiotics</td>
<td valign="middle" align="center">Seethapathy et&#xa0;al. (<xref ref-type="bibr" rid="B83">83</xref>)</td>
<td valign="middle" align="center">599</td>
<td valign="middle" align="center">NA</td>
<td valign="middle" align="center">NA</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">lower baseline eGFR</td>
<td valign="middle" align="center">Cortazar et&#xa0;al. (<xref ref-type="bibr" rid="B68">68</xref>)</td>
<td valign="middle" align="center">138 (ICI-AKI)<break/>276 (control)</td>
<td valign="middle" align="center">1.99</td>
<td valign="middle" align="center">1.43 to 2.76</td>
</tr>
<tr>
<td valign="middle" align="center">Gupta et&#xa0;al. (<xref ref-type="bibr" rid="B57">57</xref>)</td>
<td valign="middle" align="center">429(ICI-AKI)<break/>429 (control)</td>
<td valign="middle" align="center">2.23; 2.62</td>
<td valign="middle" align="center">1.35 to 3.68;<break/>1.47 to 4.65.</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">extrarenal irAEs</td>
<td valign="middle" align="center">Caihong Liu et&#xa0;al. (<xref ref-type="bibr" rid="B74">74</xref>)</td>
<td valign="middle" align="center">27 studies</td>
<td valign="middle" align="center">2.34</td>
<td valign="middle" align="center">1.53 to 3.59</td>
</tr>
<tr>
<td valign="middle" align="center">Gupta et&#xa0;al. (<xref ref-type="bibr" rid="B57">57</xref>)</td>
<td valign="middle" align="center">429(ICI-AKI)<break/>429 (control)</td>
<td valign="middle" align="center">2.07</td>
<td valign="middle" align="center">1.53 to 2.78</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="fnT1_1">
<label>a</label>
<p>When the study type is original research, the value is the result of multivariable analysis.</p>
</fn>
<fn>
<p>OR, Odds Ratio; HR, Hazard Ratio; CI, Confidence Interval; ICI-AKI, immune checkpoint inhibitors-associated acute kidney injury; ICIs, immune checkpoint inhibitors; PD-1, programmed cell death receptor-1; NA, not available; CKD, chronic kidney disease; RCC, renal cell carcinoma; PPIs, proton pump inhibitors; H2RAs, histamine H2-receptor antagonists; NSAIDs, nonsteroidal anti-inflammatory drugs; RAASi, renin-angiotensin-aldosterone system inhibitors; ACEIs, angiotensin-converting enzyme inhibitors; ARBs, angiotensin-receptor blockers; eGFR, estimated glomerular filtration rate; irAEs, immune-related adverse events.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Outcomes of ICI-AKI</title>
<p>Previous studies have found that more than half of patients with ICI-AKI develop renal recovery, which may be due to the low stage of most ICI-AKI (<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B57">57</xref>). Renal recovery of ICI-AKI after corticosteroid therapy is up to more than 90%. In 5 of 6 case reports of anti-PD-1 associated AIN, renal function returned to baseline after corticosteroid therapy (<xref ref-type="bibr" rid="B89">89</xref>). Renal recovery was associated with early corticosteroid use and initial steroid dose. In the study by Manohar et&#xa0;al. (<xref ref-type="bibr" rid="B90">90</xref>), from the results of the first month of treatment, in 12 cases of biopsy-proven or clinically suspected ICI-associated AIN (ICI-AIN) treated with steroids, patients with complete recovery received a higher steroid dose than those with partial recovery (median 2.79 [1.45 to 3.2] mg/kg per month versus 1.74 [0.8 to 3.2] mg/kg per month). However, delayed treatment with steroids is associated with worse renal prognosis (<xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B91">91</xref>, <xref ref-type="bibr" rid="B92">92</xref>). Correspondingly, higher baseline eGFR (<xref ref-type="bibr" rid="B57">57</xref>), higher ICI-AKI grade (stage 2 or 3) (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B57">57</xref>), and extrarenal irAEs (<xref ref-type="bibr" rid="B68">68</xref>) were associated with lower odds of renal recovery.</p>
<p>In contrast, for all-cause AKI, studies found that the mortality rate was as high as 93.2% (<xref ref-type="bibr" rid="B21">21</xref>), and the median time to death in patients who developed sustained AKI after ICIs treatment was as short as 22 days (<xref ref-type="bibr" rid="B14">14</xref>). However, some studies have demonstrated that AKI is not associated with overall survival (OS) (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B73">73</xref>) and an increased risk of death (<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B55">55</xref>). This may be related to more renal recovery due to lower AKI grade. On the other hand, tumor progression or related complications such as infections also lead to increased mortality (<xref ref-type="bibr" rid="B55">55</xref>). It should be noted that, similar to the risk factors for AKI, some studies have found that prophylactic use of antibiotics (<xref ref-type="bibr" rid="B16">16</xref>), use of PPIs (<xref ref-type="bibr" rid="B18">18</xref>), lower baseline eGFR (<xref ref-type="bibr" rid="B57">57</xref>) and hypoproteinemia (<xref ref-type="bibr" rid="B51">51</xref>) are also associated with poor OS. Therefore, the relationship among these risk factors, AKI and OS needs to be further explored in more studies.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Diagnosis of ICI-AKI</title>
<sec id="s3_5_1">
<label>3.5.1</label>
<title>Clinical work-up of ICI-AKI</title>
<p>The clinical and laboratory features of ICI-AKI are similar to AKI of other causes and are not sensitive and specific. They include pyuria in about half of patients, microscopic haematuria and subnephrotic proteinuria in a variable proportion of patients, and eosinophilia in a minority of patients (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B69">69</xref>). In a study of 676 cancer patients treated with ICIs by Koks et&#xa0;al. (<xref ref-type="bibr" rid="B55">55</xref>), of 54 AKI patients who underwent urinalysis, 37% had leucocyturia and 33.3% had microscopic hematuria, and of 14 patients with ICI-AKI who underwent urinalysis, they accounted for 42.9% and 21.4%, respectively. In a study by Oleas et&#xa0;al. (<xref ref-type="bibr" rid="B93">93</xref>), which included 826 cancer patients treated with ICIs, of the 8 AKI patients who underwent urinalysis, seven patients (87%) had subnephrotic proteinuria, two patients (25%) had microscopic isomorphic haematuria, five patients (62%) had eosinophiluria, and of these 8 patients, one patient (12%) had eosinophilia. In addition, a low fractional excretion of sodium (FeNa) and fractional excretion of urea (FeUrea) suggests prerenal renal injury and may help rule out intrinsic renal injury (<xref ref-type="bibr" rid="B94">94</xref>). The difference is that, in contrast to FeNa, FeUrea is not affected by diuretics and thus appears to be more accurate in distinguishing between prerenal and renal AKI (<xref ref-type="bibr" rid="B95">95</xref>, <xref ref-type="bibr" rid="B96">96</xref>). Based on the above findings, in addition to regular SCr examination, regular urinalysis and even 24-hour urinary protein quantification may be considered in patients with risk factors for ICI-AKI. Imaging procedures may be an alternative way to exclude other possible causes of AKI, such as an ultrasound to rule out urinary tract obstruction, and A CT scan may be considered after sufficient vigilance for further impairment of the patient&#x2019;s renal function with intravenous contrast (<xref ref-type="bibr" rid="B95">95</xref>, <xref ref-type="bibr" rid="B97">97</xref>). After excluding other causes of AKI, in patients for whom renal biopsy is contraindicated, positron emission tomography-computed tomography (PET-CT) may be useful to further identify ICI-AIN (<xref ref-type="bibr" rid="B98">98</xref>). In the study by Qualls et&#xa0;al., PET-CT of patients diagnosed with ICI-AIN showed an increased uptake of <sup>18</sup>F-flourodeoxyglucose (FDG) in the renal cortices bilaterally. In contrast, for those with non-AIN AKI, including prerenal azotemia or cardiorenal syndrome, FDG uptake after AKI was unchanged or slightly decreased from baseline before AKI. However, FDG uptake is subject to various factors (e.g., PET acquisition protocols, reconstruction algorithms, and differences in the timing and dose of FDG injection). The comparison of FDG uptake after AKI and baseline (before AKI) may be more beneficial to improve the diagnostic clarity (<xref ref-type="bibr" rid="B99">99</xref>).</p>
</sec>
<sec id="s3_5_2">
<label>3.5.2</label>
<title>Histopathologic features of ICI-AKI</title>
<p>In the present case reports and series, the most common histopathology of ICI-AKI is ATIN (<xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B100">100</xref>). However, glomerular or tubular pathologies have been described in several studies, including thrombotic microangiopathy (TMA) (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B101">101</xref>), pauci-immune glomerulonephritis (<xref ref-type="bibr" rid="B102">102</xref>), membranous glomerulonephritis (MN) (<xref ref-type="bibr" rid="B53">53</xref>), minimal change disease (MCD) (<xref ref-type="bibr" rid="B103">103</xref>, <xref ref-type="bibr" rid="B104">104</xref>), C3 glomerulonephritis, immunoglobulin A (IgA) nephropathy (<xref ref-type="bibr" rid="B105">105</xref>), lupus nephropathy, focal segmental glomerular sclerosis (<xref ref-type="bibr" rid="B106">106</xref>), granulomatous formations with multinucleated giant cells, renal tubular acidosis (RTA) (<xref ref-type="bibr" rid="B107">107</xref>, <xref ref-type="bibr" rid="B108">108</xref>), and acute tubular injury (ATI) (<xref ref-type="bibr" rid="B69">69</xref>). In a study of 16 patients who underwent renal biopsy after ICIs treatment, Mamlouk et&#xa0;al. found that 14 patients had histopathological ATIN, alone or in combination with interstitial inflammation associated with glomerular pathologies, including pauci-immune glomerulonephritis, MN, C3 glomerulonephritis, IgA nephropathy, and amyloid A (AA) amyloidosis (<xref ref-type="bibr" rid="B28">28</xref>). In a recent prospective study, 10 patients with ICI-AKI all had AIN, of whom 9 had ATI. However, 4 patients with AKI caused by other causes showed ATI and renal thrombotic microangiopathy, with mild to severe interstitial fibrosis or tubular atrophy (<xref ref-type="bibr" rid="B15">15</xref>). In particular, these lesions are often accompanied by infiltration of predominantly CD3+ and CD4+ T lymphocytes, varying degrees of mononuclear cells, eosinophils, and plasma cells, interstitial edema, and granuloma (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B90">90</xref>).</p>
<p>At present, clinical manifestations and laboratory tests are often not reliable in predicting renal lesions and non-AIN lesions have a poor response to empirical corticosteroids treatment (<xref ref-type="bibr" rid="B28">28</xref>). However, Renal biopsy is helpful to confirm the diagnosis, guide the withdrawal of ICIs and the treatment of corticosteroids, and assess the rechallenge of ICIs treatment. Therefore, after joint evaluation by nephrologists and oncologists to rule out contraindications, we recommend renal biopsy in patients with stage 2 or higher AKI (<xref ref-type="bibr" rid="B28">28</xref>).</p>
</sec>
<sec id="s3_5_3">
<label>3.5.3</label>
<title>Biomarkers for AKI development after ICIs treatment</title>
<p>With the wide application of ICIs in anti-tumor therapy, according to the existing literature, many biomarkers, including circulating blood cell count, cytokines, autoantibodies, etc., can be used to assist in judging the risk and development of irAEs and evaluating the prognosis of patients. However, the specific biomarkers for AKI development are still limited. At present, some studies have found that IFN-&#x3b1;&#x2013;induced transcript can be used to distinguish T cell-mediated rejection from ICI-AIN after ICIs treatment (<xref ref-type="bibr" rid="B109">109</xref>). Lower soluble CD25 and higher soluble CD163 are associated with higher irAEs and urinary soluble CD163 can also be used to identify the etiology of AKI. To be specific, urinary soluble CD163 levels were significantly higher in glomerulopathy injuries than in interstitial or tubular injuries (<xref ref-type="bibr" rid="B110">110</xref>, <xref ref-type="bibr" rid="B111">111</xref>). Furthermore, a study also found urinary soluble CD163 is correlated with histological features of ANCA-associated glomerulonephritis and can be used to recognize relapsing ANCA-associated glomerulonephritis (<xref ref-type="bibr" rid="B112">112</xref>). Urine retinol binding protein/urine creatinine (uRBP/Cr) is useful in distinguishing ICI-AKI from other causes of AKI (<xref ref-type="bibr" rid="B62">62</xref>). In a cohort study of biomarkers for ICI-AKI, serum C-reactive protein (CRP) and uRBP/Cr measures were higher in patients with ICI-AKI than in patients with non-ICI-AKI (<xref ref-type="bibr" rid="B113">113</xref>). Therefore, in our opinion, an increase in these two markers may be considered as an indication for renal biopsy when infectious causes have been ruled out.</p>
<p>It should be noted that studies have shown that IL-17, IL-6 are associated with irAEs. And the importance of anti-IL-17 and anti-IL-6 in enhancing the efficacy of ICIs and controlling the development of irAEs has been confirmed (<xref ref-type="bibr" rid="B114">114</xref>, <xref ref-type="bibr" rid="B115">115</xref>). Similarly, there are evidences that modulation of the gut microbiota enhances the antitumor effects of ICIs (<xref ref-type="bibr" rid="B116">116</xref>, <xref ref-type="bibr" rid="B117">117</xref>). However, at present, studies on the association of these cytokines and gut microbes with ICI-AKI are very limited. In the future, the biomarkers for AKI development need to be further studied.</p>
</sec>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Management of ICI-AKI</title>
<sec id="s3_6_1">
<label>3.6.1</label>
<title>Treatment of ICI-AKI</title>
<p>Treatment of ICI-AKI includes withdrawal of ICIs and AIN-related drugs (e.g., PPIs and NSAIDs), and administration of medications such as corticosteroids on the basis of renal biopsy. Previous studies suggested that ICIs should be discontinued in patients with stage 2 or higher ICI-AKI, especially in those without pre-renal AKI or evidence of urinary obstruction (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B50">50</xref>). Patients with persistent stage 1 or more than stage 2 AKI (including stage 2) should undergo nephrology consultation and consider renal biopsy (<xref ref-type="bibr" rid="B118">118</xref>&#x2013;<xref ref-type="bibr" rid="B120">120</xref>). It is recommended to discontinue ICIs when the result is ATIN, AIN, or another immune-mediated lesion, whereas patients with renal biopsy showing ATI or ATN should not discontinue ICIs (<xref ref-type="bibr" rid="B121">121</xref>). The Common Terminology Criteria for Adverse Events (CTCAE) grade 3 or higher nephrotoxicity should permanently discontinue ICIs therapy (<xref ref-type="bibr" rid="B119">119</xref>, <xref ref-type="bibr" rid="B120">120</xref>). Some studies have found that systemic antibiotics, PPIs and anti-PD-1/anti-PD-L1 combination therapy have poor clinical outcomes (<xref ref-type="bibr" rid="B122">122</xref>). Therefore, AIN-related drugs (e.g., PPIs and NSAIDs) should be discontinued in patients with ICI-AKI. Earlier corticosteroid treatment was found to be associated with a better prognosis (<xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B91">91</xref>, <xref ref-type="bibr" rid="B92">92</xref>). Therefore, empirical corticosteroids can be used in patients whose causes other than ICIs have been ruled out and who have contraindications to renal biopsy (<xref ref-type="bibr" rid="B68">68</xref>). Patients with mild ICI-AKI can only receive oral prednisone (1mg/kg), and patients with stage 3 ICI-AKI or refractory renal dysfunction can receive intravenous pulse-dose corticosteroids (<xref ref-type="bibr" rid="B123">123</xref>, <xref ref-type="bibr" rid="B124">124</xref>). In addition, additional immunosuppression including mycophenolate mofetil, infliximab, rituximab, and cyclophosphamide can be used for patients with refractory cases who do not respond well to high-dose corticosteroids (<xref ref-type="bibr" rid="B35">35</xref>). A case of mycophenolate mofetil for the treatment of nephrotic syndrome was previously reported (<xref ref-type="bibr" rid="B106">106</xref>). Similarly, Lin et&#xa0;al. studied the use of infliximab in 10 patients with ICI-ATIN and found that infliximab was effective in patients who had severe side effects or had a poor response to corticosteroids therapy (<xref ref-type="bibr" rid="B125">125</xref>). We summarized recommendations for the diagnosis and treatment of ICI-AKI in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>. The recommendations for corticosteroids treatment vary from one guideline to another. The clinical practice guidelines for the management of ICIs-associated nephrotoxicity were summarized in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref> (<xref ref-type="bibr" rid="B118">118</xref>&#x2013;<xref ref-type="bibr" rid="B120">120</xref>, <xref ref-type="bibr" rid="B126">126</xref>, <xref ref-type="bibr" rid="B127">127</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Diagnosis and treatment recommendations for ICI-AKI. ICIs, immune checkpoint inhibitors; SCr, serum creatinine; KDIGO, Kidney Disease Improving Global Outcomes; AKI, acute kidney injury; AIN, acute interstitial nephritis; FeNa, fractional excretion of sodium; FeUrea, fractional excretion of urea; ICI-AKI, immune checkpoint inhibitors-associated acute kidney injury; ATI, acute tubular injury; ATN, acute tubular nephritis; ATIN, acute tubulointerstitial nephritis.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1353339-g003.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>ASCO, NCCN, SITC, and ESMO clinical practice guidelines for the management of ICIs-associated nephrotoxicity.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Treatment</th>
<th valign="middle" rowspan="2" align="center">Stage/Grade <xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</th>
<th valign="middle" colspan="4" align="center">Guidelines</th>
</tr>
<tr>
<th valign="middle" align="center">ASCO</th>
<th valign="middle" align="center">NCCN</th>
<th valign="middle" align="center">SITC</th>
<th valign="middle" align="center">ESMO</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="4" align="center">ICIs interruption</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">NO</td>
<td valign="middle" rowspan="2" align="center">NO</td>
<td valign="middle" align="center">NO</td>
<td valign="middle" align="center">NO</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">NO, but if worsening, YES.</td>
<td valign="middle" rowspan="3" colspan="2" align="center">YES</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" rowspan="2" colspan="2" align="center">YES</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">Corticosteroids (prednisone) or additional immunosuppression</td>
<td valign="middle" align="center">1</td>
<td valign="middle" colspan="2" align="center">NO</td>
<td valign="middle" rowspan="4" align="center">The first-line treatment for<break/>ICI-TIN is<break/>glucocorticoids. If ineffectiveness, infliximab or mycophenolate mofetil.</td>
<td valign="middle" align="center">NO</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" colspan="2" align="left">Initial dose of 0.5-1 mg/kg/d, if worsening, increase to 1-2 mg/kg/d.</td>
<td valign="middle" align="center">If worsening, initial oral dose of 0.5-1 mg/kg.</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" rowspan="2" colspan="2" align="left">Initial dose of 1-2 mg/kg/d, if worsening, consider additional immunosuppression.</td>
<td valign="middle" rowspan="2" align="center">If worsening, initiate intra-venous methyl-prednisolone 1-2 mg/kg.</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">ICIs rechallenge</td>
<td valign="middle" align="center">1</td>
<td valign="middle" rowspan="2" align="center">YES</td>
<td valign="middle" rowspan="2" align="left">If improved to &#x2264;Grade 1, YES.</td>
<td valign="middle" align="center">YES</td>
<td valign="middle" rowspan="2" align="left">If improved to &#x2264;Grade 1, YES</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" rowspan="3" align="center">NA</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" rowspan="2" colspan="2" align="center">NO</td>
<td valign="middle" rowspan="2" align="center">NA</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">Others</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">SCr monitoring</td>
<td valign="middle" align="left">SCr and urine protein monitoring</td>
<td valign="middle" rowspan="4" align="left">&#x2022;&#x2003;Concomitant medications known to cause ICI-ATIN interruption<break/>&#x2022;&#x2003;Nephrology consultation<break/>&#x2022;&#x2003;If the lack of specific clinical features of ICI-AKI, renal biopsy.</td>
<td valign="middle" rowspan="4" align="left">&#x2022;&#x2003;Other causes assessment<break/>&#x2022;&#x2003;Other nephrotoxic drugs interruption<break/>&#x2022;&#x2003;Personalized renal biopsy</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" rowspan="3" align="center">&#x2022;&#x2003;Nephrology consultation<break/>&#x2022;&#x2003;Other causes assessment</td>
<td valign="middle" align="left">Nephrology consultation</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" rowspan="2" align="center">Renal biopsy</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="fnT2_1">
<label>a</label>
<p>Nephrotoxicity can be graded using the CTCAE scale and can also be graded with the KDIGO) criteria.</p>
</fn>
<fn>
<p>ASCO, American Society of Clinical Oncology; NCCN, National Comprehensive Cancer Network; SITC, Society for Immunotherapy of Cancer; ESMO, European Society for Medical Oncology; ICIs, immune checkpoint inhibitors; ICI-TIN, immune checkpoint inhibitor-associated acute tubulointerstitial nephritis; ICI-AKI, immune checkpoint inhibitor-associated acute kidney injury; NA, not available; SCr, serum creatinine.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_6_2">
<label>3.6.2</label>
<title>ICIs rechallenge after ICI-AKI</title>
<p>Another unsettled question is whether ICIs rechallenge after improvement of renal function in ICI-AKI patients, which is reported by the available literature documenting. In the study by Gupta et&#xa0;al. (<xref ref-type="bibr" rid="B57">57</xref>), 28.2% of 429 ICI-AKI patients underwent ICIs rechallenge; of these patients, 76.9% had renal recovery and 16.5% had recurrent ICI-AKI. Fortunately, survival was similar between patients who underwent rechallenge and those who did not. Studies have shown that 16% to 23% of patients with ICI-AKI who receive ICIs rechallenge have a relatively low risk for recurrence (<xref ref-type="bibr" rid="B62">62</xref>). Therefore, for the rechallenge of ICIs in patients with ICI-AKI, studies considered that for patients with no ATIN or other ICIs caused lesions on renal biopsy, patients with ATI on renal biopsy, or patients with AIN who have a good response to corticosteroid therapy, when the ICI-AKI has recovered below stage 1 and there is no recurrence, ICIs can be considered. Concomitant low-dose prednisone therapy may be used to reduce the risk of renal irAEs (<xref ref-type="bibr" rid="B90">90</xref>, <xref ref-type="bibr" rid="B100">100</xref>, <xref ref-type="bibr" rid="B124">124</xref>).</p>
<p>Finally, studies have shown that ICIs can be safely used in patients with liver or kidney impairment, even in patients with CKD undergoing dialysis treatment, because ICIs are not cleared by the liver or kidney (<xref ref-type="bibr" rid="B128">128</xref>&#x2013;<xref ref-type="bibr" rid="B130">130</xref>). The efficacy and safety of ICIs are not affected by age (<xref ref-type="bibr" rid="B131">131</xref>). Alternatively, preexisting autoimmune disease is not an absolute contraindication to ICIs treatment (<xref ref-type="bibr" rid="B132">132</xref>). Based on the available data and the lifesaving nature of ICIs, it seems to us that the recurrence rate of ICI-AKI after ICIs rechallenge is currently relatively low. For patients with ICIs as the only effective anti-tumor therapy, ICIs rechallenge can be performed after nephrologists and oncologists discuss its benefits and risks together. At the same time, SCr, urine and electrolytes should be monitored, and RRT should be performed when necessary.</p>
</sec>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Kidney transplant and ICIs therapy</title>
<p>The treatment of ICIs increases the risk of allograft rejection in graft recipients. This acute rejection is due to the activation of graft-specific T cells (<xref ref-type="bibr" rid="B133">133</xref>). In a study of 39 solid organ transplantation recipients treated with ICIs at MD Anderson Cancer Center, 41% had allograft rejection, 81% had graft loss, and 46% died (<xref ref-type="bibr" rid="B134">134</xref>). Similarly, in a retrospective cohort study of 69 kidney transplant recipients treated with ICIs, 42% experienced acute rejection, of which 19 experienced graft loss. This rejection was 50% mediated by pure T cells and 50% by a mixture of acute T cells and antibodies (<xref ref-type="bibr" rid="B135">135</xref>). In a recent review, it was summarized that 10% to 65% of solid organ transplant recipients treated with ICIs are at risk for acute allograft rejection, with a median onset time of 21 days after treatment initiation, and 24% to 81% of solid organ transplant recipients may lose their allografts (<xref ref-type="bibr" rid="B136">136</xref>). The difference is that anti-PD-1/PD-L1 seems to be more likely to cause rejection in kidney transplant recipients than anti-CTLA-4 (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B137">137</xref>, <xref ref-type="bibr" rid="B138">138</xref>).</p>
<p>However, for kidney transplant recipients in whom ICIs are the only effective antitumor therapy, previous studies have suggested strategies to mitigate the risk of rejection and increase the efficacy of ICIs. First, baseline immunosuppression was maintained in kidney-transplant recipients before treatment with immune checkpoint inhibitors (<xref ref-type="bibr" rid="B139">139</xref>). Second, to increase allograft tolerance, mini-pulse steroids may be used concomitantly at the initiation of ICIs (<xref ref-type="bibr" rid="B138">138</xref>). Most importantly, switching calcineurin inhibitors (CNI) to mammalian target of rapamycin inhibitors (mTORi) prior to ICIs treatment can improve OS of cancer patients and grafts (<xref ref-type="bibr" rid="B140">140</xref>, <xref ref-type="bibr" rid="B141">141</xref>). In turn, dual immunosuppression regimen combining mTORi and corticosteroids or CNI also help maintain immunosuppression (<xref ref-type="bibr" rid="B136">136</xref>). In conclusion, ICIs can be used in kidney transplant recipients after weighing the benefits and risks of antineoplastic therapy and graft loss when no other similarly effective treatment options are available. However, possible rejection after ICIs initiation must be alert and prevented as much as possible.</p>
</sec>
<sec id="s5">
<label>5</label>
<title>Electrolyte abnormalities associated with ICIs</title>
<p>Anti-tumor therapy with ICIs can cause a variety of electrolyte abnormalities. Hyponatremia was the most common, and others included hypokalemia, hyperkalemia, hypophosphatemia, and hypocalcemia. In a retrospective observational study of 2458 patients treated with ICIs, hyponatremia occurred in 62%. In terms of severe electrolyte abnormalities, the proportions of hypophosphatemia, hypokalemia and hyponatremia were higher (17%, 6% and 6%, respectively). Hypocalcemia and hyperkalemia accounted for 0.2% and 0.6%, respectively (<xref ref-type="bibr" rid="B142">142</xref>). In addition, in a meta-analysis of patients with advanced NSCLC who received ICIs, the incidence of hyponatremia was 8.7% in the study groups of six randomized controlled trials; in 7 randomized controlled trials, the incidence of hypokalemia in the study group was 10.4% (<xref ref-type="bibr" rid="B143">143</xref>). The causes of electrolyte abnormalities are diverse. Immune-endocrine disease is an important cause of electrolyte abnormalities, such as hypophysitis, adrenal insufficiency, primary hyperparathyroidism and hypothyroidism (<xref ref-type="bibr" rid="B144">144</xref>&#x2013;<xref ref-type="bibr" rid="B146">146</xref>). In the study by Patel et&#xa0;al., the mechanisms of hyponatremia include hypovolemic hyponatremia due to hemodynamic disorders caused by volume depletion, hypervolemic hyponatremia due to CHF or nephrosis, syndrome of inappropriate antidiuretic hormone secretion, and endocrine diseases (<xref ref-type="bibr" rid="B147">147</xref>). In addition, Izzedine et&#xa0;al. summarized the etiology of hypercalcemia, including endocrine disorders, sarcoid-like granuloma, humoral hypercalcemia due to parathyroid related hormone and pseudo- or hyperprogressive disease during ICIs therapy (<xref ref-type="bibr" rid="B148">148</xref>).</p>
<p>Of note, studies have reported concurrent renal complications in patients who developed electrolyte abnormalities after treatment with ICIs. Balakrishna et&#xa0;al. reported a case of hypokalemia after treatment with nivolumab, with increased SCr and 1+ protein on urinalysis, suggesting concurrent AKI (<xref ref-type="bibr" rid="B149">149</xref>). In addition, Herrmann et&#xa0;al. reported three cases of patients treated with ICIs who developed electrolyte disturbances secondary to renal tubular acidosis, one of which was accompanied by hypokalemia, and renal biopsy showed chronic active tubulointerstitial nephritis with moderate arteriosclerosis (<xref ref-type="bibr" rid="B108">108</xref>). Similarly, Rai et&#xa0;al. reported a case of nivolumab induced adrenal insufficiency with specific presentation of hypotension and hyponatremia, and interestingly, AKI developed in this patient (<xref ref-type="bibr" rid="B150">150</xref>). Although studies on electrolyte abnormalities and nephrotoxicity caused by ICIs are limited, an increasing number of case reports have aroused our attention in this regard. In our view, the monitoring and treatment of ICIs nephrotoxicity also requires more attention to electrolytes, and vice versa. But more research is needed on their relationship.</p>
</sec>
<sec id="s6" sec-type="conclusion">
<label>6</label>
<title>Conclusion</title>
<p>With the application of ICIs in clinical anti-tumor therapy, its nephrotoxicity is becoming more and more common, often manifested as AKI. The etiology and histopathology of AKI need to be further clarified. Renal biopsy is essential. However, non-invasive diagnostic methods such as biomarkers and imaging are also being developed. More research is also needed to improve the treatment methods, including AKI graded corticosteroids therapy and additional immunosuppression benefits.</p>
<p>Furthermore, the rechallenge of ICIs is also worthy of attention. Based on the clinical benefits of ICIs and relatively controllable renal complications, for cancer patients for whom ICIs is the only effective treatment, the rechallenge of ICIs with concomitant the management of nephrotoxicity may be a more beneficial way after the collaborative discussion between nephrologists and oncologists. However, as with the use of ICIs in the treatment of kidney transplant recipients, kidney damage should be taken seriously, and further studies are needed to refine treatment strategies. At present, studies on electrolyte abnormalities associated with ICIs are limited, and the association with nephrotoxicity needs to be further studied, which is of great significance for the prevention and treatment of nephrotoxicity.</p>
<p>Finally, with the continued benefits of ICIs in anti-tumor therapy, more attention should be paid to its adverse events in the future researches, especially irAEs with poor prognosis and high mortality. In our view, for each of these irAEs, further studies are needed to clarify their possible mechanisms and identify specific biomarkers to aid diagnosis and standardize effective treatment.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>PZ: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. YG: Conceptualization, Writing &#x2013; review &amp; editing. ZK: Conceptualization, Writing &#x2013; review &amp; editing. JW: Writing &#x2013; review &amp; editing. SS: Writing &#x2013; review &amp; editing. WH: Writing &#x2013; review &amp; editing. JL: Writing &#x2013; review &amp; editing. ZL:&#xa0;Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. RW: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was funded by National Natural Science Foundation of China (Grant: 81873615, 82070744, 81770723, 81400732), Academic promotion programme of Shandong First Medical University (NO: 2019QL022) and Taishan Scholars Program (NO: ts201712090, tsqn201812138)</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>Thanks to all the scientists working in this field and those public research funds that fund our research about this topic.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<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>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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<glossary>
<title>Glossary</title>
<table-wrap position="anchor">
<table frame="hsides">
<tbody>
<tr>
<td>ICIs</td>
<td>immune checkpoint inhibitors</td>
</tr>
<tr>
<td>AKI</td>
<td>acute kidney injury</td>
</tr>
<tr>
<td>ATIN</td>
<td>acute tubulointerstitial nephritis</td>
</tr>
<tr>
<td>ICI-AKI</td>
<td>immune checkpoint inhibitors-associated acute kidney injury</td>
</tr>
<tr>
<td>PD-1</td>
<td>programmed cell death receptor-1</td>
</tr>
<tr>
<td>PD-L1</td>
<td>programmed cell death ligand-1</td>
</tr>
<tr>
<td>CTLA-4</td>
<td>cytotoxic T lymphocyte-associated antigen-4</td>
</tr>
<tr>
<td>RCC</td>
<td>renal cell carcinoma</td>
</tr>
<tr>
<td>NSCLC</td>
<td>non-small cell lung cancer</td>
</tr>
<tr>
<td>irAEs</td>
<td>immune-related adverse events</td>
</tr>
<tr>
<td>TAAs</td>
<td>tumor-associated antigens</td>
</tr>
<tr>
<td>MHC</td>
<td>major histocompatibility complex</td>
</tr>
<tr>
<td>APCs</td>
<td>antigen-presenting cells</td>
</tr>
<tr>
<td>TCR</td>
<td>T cell receptor</td>
</tr>
<tr>
<td>PFS</td>
<td>progression-free survival</td>
</tr>
<tr>
<td>OS</td>
<td>overall survival</td>
</tr>
<tr>
<td>BMI</td>
<td>body mass index</td>
</tr>
<tr>
<td>SCr</td>
<td>serum creatinine</td>
</tr>
<tr>
<td>KDIGO</td>
<td>Kidney Disease Improving Global Outcomes</td>
</tr>
<tr>
<td>RRT</td>
<td>renal replacement therapy</td>
</tr>
<tr>
<td>NCI-CTCAEs</td>
<td>National Cancer Institute&#x2019;s Common Terminology Criteria for Adverse Events</td>
</tr>
<tr>
<td>ATN</td>
<td>acute tubular nephritis</td>
</tr>
<tr>
<td>TECs</td>
<td>tubular epithelial cells</td>
</tr>
<tr>
<td>dsDNA</td>
<td>double-stranded DNA</td>
</tr>
<tr>
<td>DCs</td>
<td>dendritic cells</td>
</tr>
<tr>
<td>Tregs</td>
<td>regulatory T cells</td>
</tr>
<tr>
<td>IL-1Ra</td>
<td>interleukin-1 receptor antagonist</td>
</tr>
<tr>
<td>CXCL</td>
<td>C-X-C motif chemokine ligand</td>
</tr>
<tr>
<td>TNF-&#x3b1;</td>
<td>tumor necrosis factor-&#x3b1;</td>
</tr>
<tr>
<td>IL</td>
<td>interleukin</td>
</tr>
<tr>
<td>mRNA</td>
<td>messenger RNA</td>
</tr>
<tr>
<td>AIN</td>
<td>acute interstitial nephritis</td>
</tr>
<tr>
<td>RAASi</td>
<td>renin-angiotensin-aldosterone system inhibitors</td>
</tr>
<tr>
<td>ACEIs</td>
<td>angiotensin-converting enzyme inhibitors</td>
</tr>
<tr>
<td>ARBs</td>
<td>angiotensin-receptor blockers</td>
</tr>
<tr>
<td>CKD</td>
<td>chronic kidney disease</td>
</tr>
<tr>
<td>eGFR</td>
<td>estimated glomerular filtration rate</td>
</tr>
<tr>
<td>NSAIDs</td>
<td>nonsteroidal anti-inflammatory drugs</td>
</tr>
<tr>
<td>PPIs</td>
<td>proton pump inhibitors</td>
</tr>
<tr>
<td>H2RAs</td>
<td>histamine H2-receptor antagonists</td>
</tr>
<tr>
<td>OR</td>
<td>odds ratio</td>
</tr>
<tr>
<td>HR</td>
<td>Hazard Ratio</td>
</tr>
<tr>
<td>CI</td>
<td>Confidence Interval</td>
</tr>
<tr>
<td>ICI-AIN</td>
<td>immune checkpoint inhibitors-associated acute interstitial nephritis</td>
</tr>
<tr>
<td>LDH</td>
<td>lactate dehydrogenase</td>
</tr>
<tr>
<td>FeNa</td>
<td>fractional excretion of sodium</td>
</tr>
<tr>
<td>FeUrea</td>
<td>fractional excretion of urea</td>
</tr>
<tr>
<td>CT</td>
<td>computed tomography</td>
</tr>
<tr>
<td>PET-CT</td>
<td>positron emission tomography-computed tomography</td>
</tr>
<tr>
<td>FDG</td>
<td>
<sup>18</sup>F-flourodeoxyglucose</td>
</tr>
<tr>
<td>TMA</td>
<td>thrombotic microangiopathy</td>
</tr>
<tr>
<td>MN</td>
<td>membranous glomerulonephritis</td>
</tr>
<tr>
<td>MCD</td>
<td>minimal change disease</td>
</tr>
<tr>
<td>IgA</td>
<td>immunoglobulin A</td>
</tr>
<tr>
<td>RTA</td>
<td>renal tubular acidosis</td>
</tr>
<tr>
<td>ATI</td>
<td>acute tubular injury</td>
</tr>
<tr>
<td>AA</td>
<td>amyloid A</td>
</tr>
<tr>
<td>PLR</td>
<td>platelet/lymphocyte ratio</td>
</tr>
<tr>
<td>NLR</td>
<td>neutrophil/lymphocyte ratio</td>
</tr>
<tr>
<td>CRP</td>
<td>C-reactive protein</td>
</tr>
<tr>
<td>uRBP/Cr</td>
<td>urine retinol binding protein/urine creatinine</td>
</tr>
<tr>
<td>IFN-&#x3b1;</td>
<td>interferon-&#x3b1;</td>
</tr>
<tr>
<td>TGF-&#x3b2;1</td>
<td>transforming growth factor-&#x3b2;1</td>
</tr>
<tr>
<td>LIPI</td>
<td>Lung Immune Prognostic Index</td>
</tr>
<tr>
<td>ICI-ATIN</td>
<td>immune checkpoint inhibitors-associated acute tubulointerstitial nephritis</td>
</tr>
<tr>
<td>ASCO</td>
<td>American Society of Clinical Oncology</td>
</tr>
<tr>
<td>CNI</td>
<td>calcineurin inhibitors</td>
</tr>
<tr>
<td>mTORi</td>
<td>mammalian target of rapamycin inhibitors</td>
</tr>
<tr>
<td>NCCN</td>
<td>National Comprehensive Cancer Network</td>
</tr>
<tr>
<td>SITC</td>
<td>Society for Immunotherapy of Cancer</td>
</tr>
<tr>
<td>ESMO</td>
<td>European Society for Medical Oncology</td>
</tr>
<tr>
<td>NA</td>
<td>not available.</td>
</tr>
</tbody>
</table>
</table-wrap>
</glossary>
</back>
</article>