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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.2023.1243912</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Pretransplant BKV-IgG serostatus and BKV-specific ELISPOT assays to predict BKV infection after kidney transplantation</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Bae</surname>
<given-names>Hyunjoo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1939688"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jung</surname>
<given-names>Seungwon</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chung</surname>
<given-names>Byung Ha</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1408522"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Chul Woo</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Oh</surname>
<given-names>Eun-Jee</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1660827"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Biomedicine &amp; Health Sciences, Graduate School, The Catholic University of Korea</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Laboratory Medicine, Uijeongbu Paik Hospital</institution>, <addr-line>Uijeongbu</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Division of Nephrology, Department of Internal Medicine, Seoul St. Mary&#x2019;s Hospital, College of Medicine, The Catholic University of Korea</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Resesarch and Development Institute for In Vitro Diagnostic Medical Devices, College of Medicine, The Catholic University of Korea</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Laboratory Medicine, Seoul St. Mary&#x2019;s Hospital, College of Medicine, The Catholic University of Korea</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Guido Moll, Charit&#xe9; University Medicine Berlin, Germany</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Ramin Yaghobi, Shiraz University of Medical Sciences, Iran; Thomas Jouve, Centre Hospitalier Universitaire de Grenoble, France; Ross Simon Francis, Princess Alexandra Hospital, Australia</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Eun-Jee Oh, <email xlink:href="mailto:ejoh@catholic.ac.kr">ejoh@catholic.ac.kr</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>09</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1243912</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Bae, Jung, Chung, Yang and Oh</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Bae, Jung, Chung, Yang and Oh</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>
<sec>
<title>Introduction</title>
<p>Polyomavirus (BKV) infection can lead to major complications and damage to the graft in kidney transplant recipients (KTRs). We investigated whether pretransplant BK serostatus and BK-specific cell-mediated immunity (CMI) predicts post-transplant BK infection.</p>
</sec>
<sec>
<title>Methods</title>
<p>A total of 93 donor-recipient pairs who underwent kidney transplantation (KT) and 44 healthy controls were examined. Assessment of donor and recipient BKV serostatus and BKV-CMI in recipients was performed prior to transplantation using BKV-IgG ELISA and BKV-specific IFN-g ELISPOT assays against five BK viral antigens (LT, St, VP1, VP2, and VP3). BK viremia was diagnosed when blood BKV-DNA of 104 copies/mL or more was detected during follow-up periods. </p>
</sec>
<sec>
<title>Results</title>
<p>Anti-BKV IgG antibody was detected in 74 (79.6%) of 93 KTRs and in 68 (73.1%) of 93 KT donors. A greater percentage of KTRs who received allograft from donors with high levels of anti-BKV IgG had posttransplant BK viremia (+) than KTRs from donors with low anti-BKV IgG (25.5% [12/47] vs. 4.3% [2/46], respectively; P = 0.007). Pretransplant total BKV-ELISPOT results were lower in BK viremia (+) patients than in patients without viremia (-) 20.5 [range 9.9&#x2212;63.6] vs. 72.0 [43.2 - 110.8]; P = 0. 027). The sensitivity and specificity of the total BKV-ELISPOT assay (cut-off &#x2264; 53 spots/3&#xd7;105 cells) for prediction of posttransplant BK viremia were 71.4 (95% CI: 41.9&#x2013;91.6) and 54.4 (42.8&#x2013;65.7), respectively. The combination of high donor BKV-IgG, low recipient BKV-IgG, and low total BKV-ELISPOT results improved specificity to 91.1%.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Our study highlights the importance of pretransplant BKV-IgG serostatus and BKV-specific CMI in predicting posttransplant BKV infection in KTRs. The combination of high donor BKV-IgG, low recipient BKV-IgG, and low total BKV-ELISPOT results predicted BK viremia after KT. Pretransplant identification of patients at highrisk for BK viremia could enable timely interventions and improve clinical outcomes of KTRs.</p>
</sec>
</abstract>
<kwd-group>
<kwd>BK polyomavirus</kwd>
<kwd>kidney transplant recipients</kwd>
<kwd>pre-transplant BKV-IgG serostatus</kwd>
<kwd>BKV-specific ELISPOT</kwd>
<kwd>BK viremia</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="47"/>
<page-count count="11"/>
<word-count count="5929"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Alloimmunity and Transplantation</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The BK polyomavirus (BKV) is an opportunistic pathogen of the Polyomaviridae family. After an initial respiratory tract infection with BKV in childhood, which is frequently mild or asymptomatic, the virus persists in a latent state primarily within the renal tubules and epithelial cells of the urinary tract (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>). Immunosuppressive therapy increases the risk of reactivation in kidney transplant recipients (KTRs) (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). Reactivation of latent BKV in KTRs can lead to BKV-associated nephropathy (BKVAN) and is associated with an increased risk of allograft dysfunction or graft failure in up to 30% of cases (<xref ref-type="bibr" rid="B6">6</xref>). Currently, no effective antiviral drugs for BKV infection are available, so the primary strategy for managing the BKV infection is to reduce immunosuppression and restore the immune response against BKV; however, reducing immunosuppressive therapy to limit BKVAN can increase the risk of allograft rejection.</p>
<p>Several posttransplant BKV monitoring strategies have been implemented to improve the management of BKV replication in the immunocompromised host. The most widely used early diagnostic screening method is to periodically measure BKV DNA in the blood and urine up to 1 year after transplantation using quantitative PCR. Despite improvements in screening methods based on regular monitoring of the viral load, the incidence of BKVAN has remained stable over the last few years (<xref ref-type="bibr" rid="B5">5</xref>). Therefore, additional indicators to predict the progression of BKV infection are needed for to improve treatment outcomes of KTRs.</p>
<p>Monitoring of BKV-specific humoral and cellular immunity has been considered to assess the risk of BKV infection. However, previous studies have shown that the predictive value of pretransplant BKV-IgG antibodies in KTR is uncertain (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>). Recently, antibodies against the BKV capsid protein VP1 have been reported to have subtype-specific virus-neutralizing activity in KTRs (<xref ref-type="bibr" rid="B12">12</xref>). Some studies have reported that recipient and donor BKV serostatus could be an important predictor of BKV reactivation (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Since BKV in KTRs may be of donor origin, it is important to assess the donor&#x2019;s serostatus and BKV titer as risk factors for posttransplant BKV infection (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>). Recently, Sal&#xe1;kov&#xe1; et&#xa0;al. reported that the donor BKV-IgG seroprevalence and antibody level were strongly associated with posttransplant BK viremia and BKVAN in a study of 210 KTRs and 130 donors (<xref ref-type="bibr" rid="B16">16</xref>). Finally, they confirmed recommendation by Hirsh and Randhawa that KTRs from seropositive donors should be routinely screened for BKV-DNA in plasma much more frequently than KTRs from seronegative donors (<xref ref-type="bibr" rid="B5">5</xref>). Regarding the recipient BKV-IgG, Ginevri et&#xa0;al. suggested that the negative antibody status of the recipient was the most substantial predictor of BKV infection in pediatric KTRs (<xref ref-type="bibr" rid="B17">17</xref>). Another study has also highlighted the significant association between the recipient&#x2019;s seronegative status for BK viremia and the development of BKVAN (<xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>Several studies have assessed BKV-specific cellular immunity (CMI) in KT patients, although typically only after transplantation. An increase in BKV-specific T cells has been associated with resolution of BK viremia, and cellular immunity has been reported to play an important protective role in regulating BKV proliferation and progression of BKVAN (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>). In addition, low pretransplant BKV-specific T cells and posttransplant BKV-CMV unresponsiveness or loss have been reported to be associated with BK viremia and BKVAN (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B22">22</xref>). Notably, a recent study has underscored the diminished proliferative response of BKV-specific CD8 T cells as a contributing risk factor for BKVAN (<xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>Given the importance of pre-transplant immunity in preventing post-transplant BKV infection, screening both humoral and cellular immunity before transplantation may be an effective measure to predict and prevent BKV infection. In the present study, we assessed the BKV-IgG serostatus of kidney donors and recipients, and also measured BKV-specific ELISPOT responses in KTRs prior to transplantation, which had not been previously investigated. The aim of this study was to identify pretransplant risk factors for posttransplant BKV infection by assessing BKV-specific humoral and cellular immunity.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Material and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Study population</title>
<p>This retrospective study included 93 KTRs who consented to donate peripheral blood at the time of their pretransplant cross-matching test. All KTRs underwent kidney transplantation at Seoul St. Mary&#x2019;s Hospital between January 2016 and October 2019. Pre-transplant serum was also collected from 93 matched donors, and all sera were collected no more than 1 month prior to the kidney transplant. The inclusion criteria were adults aged 20 years or older with available pretransplant blood sampling from both donors and recipients. Patients who had received organ transplants other than the kidney or who did not provide informed consent for the study were excluded. An additional 44 healthy donors were included as controls. This study was approved by the Institutional Review Board at Seoul St. Mary&#x2019;s Hospital (KC19TESI0043).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Diagnosis of BK viremia and BKVAN</title>
<p>The diagnosis of BKV infection and management of immunosuppression in KTRs were performed according to the protocol of our transplant center (<xref ref-type="bibr" rid="B11">11</xref>). Donor and recipient BKV viral loads in whole blood were measured using a Real-Q BK Quantification Kit (Biosewoom, Seoul, Korea) to detect the viral capsid protein (VP-1) gene using an ABI PRISM 7000 real-time PCR system (Applied Biosystems). The recipient&#x2019;s BKV viral load was monitored at 1, 3, 6, 9, and 12 months after transplantation, and then once a year thereafter or when kidney function was impaired. BK viremia was diagnosed when BKV-DNA of 10<sup>4</sup> copies/mL or more was detected during the follow-up period (median 19 [range 18&#x2212;29) months), and therapeutic intervention was initiated to prevent progression to BKVAN. In the case of BK viremia patients, monitoring using quantitative PCR was performed until BK viremia resolved, and mycophenolate mofetil (MMF) treatment was discontinued. If BK viremia persisted after 1 month, a transplant biopsy was performed, and the dose of calcineurin inhibitor was reduced by 20% while leflunomide was started. A further 2 weeks of BK viremia resulted in a further 50% reduction in tacrolimus. If BK viremia persisted beyond this period, tacrolimus was switched to sirolimus. If BK viremia still persists or increases after an additional 2 weeks, a 5-day course of intravenous immunoglobulin (IVIG) for BKVAN was administered.</p>
<p>In patients with BK viremia, monitoring using quantitative PCR was carried out until BK viremia resolved, and mycophenolate mofetil (MMF) treatment was stopped. If BK viremia persisted after 1 month, a graft biopsy was performed, calcineurin inhibitors were reduced by 20%, and leflunomide was initiated. The diagnosis of BKVAN was made when the following criteria were met: (1) a basophilic intranuclear viral inclusion body suggestive of BKVAN was observed; (2) immunochemical staining for SV40T antigen was positive; (3) there was evidence of BKV proliferation in at least one of the urine cell test, urine PCR, and/or blood PCR results.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>BKV-specific IgG ELISA</title>
<p>Anti-BKV IgG antibody was assessed using the ELISA-VIDITEST anti-BKV IgG kit (VIDIA, Ltd., Czech Republic), which employs recombinant species-specific BKV antigens and targets major BKV type I and IV genotypes for detection. Serum samples were stored at &#x2212;80&#xb0;C until use. Diluted serum was dispensed into wells coated with recombinant BKV-specific antigens and incubated for 30 minutes at room temperature. After washing, a secondary antibody (anti-human IgG antibody) labeled with peroxidase was added and incubated at room temperature for 30 minutes. The reaction was detected with 100 &#x3bc;L of 3,3&#x2019;,5,5&#x2019;-tetramethyl benzidine substrate solution at room temperature for 10 minutes. The optical density (OD) of each well was measured at 450 nm. The cut-off value was determined by multiplying the mean absorbance of the indicated calibrator by the correction factor specified in the quality control certificate.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>BKV-specific IFN- &#x3b3; ELISPOT</title>
<p>A BKV-specific human IFN-&#x3b3; ELISPOT (BKV-ELISPOT; ELISPOT Ready-SET-Go kit (eBioscience, San Diego, CA, USA) assay specific for each of the five BKV structural proteins (LT, St, VP1, VP2 and VP3) was performed as described in a previous study (<xref ref-type="bibr" rid="B11">11</xref>). Briefly, 96-well ELISPOT plates (Millipore, Cat. No. MAIPS4510) were coated with diluted anti-IFN-&#x3b3; monoclonal capture antibody at 4&#xb0;C overnight. After washing the microplate twice with the coating buffer, 200 uL of RPMI-1640 culture solution containing fetal bovine serum and 1% penicillin as a blocking medium was dispensed and left at room temperature for 1 hour. Peripheral blood mononuclear cells (PBMCs) were freshly isolated from heparin-treated whole blood samples by density gradient centrifugation using a Ficoll solution. The PBMCs (3 x 10<sup>5</sup>cells/well) were stimulated with phorbol 12-myristate 13-acetate (PMA)/ionomycin as a positive control, RPMI medium as a negative control, and PepMix BKV (1 &#xb5;g/mL of LT, st, VP1, VP2, and VP3; JPT Peptides Technologies, Berlin, Germany) at 36&#xb0;C in a CO<sub>2</sub> incubator for 24 hours. After washing the microplate, 100 &#xb5;L/well of the detection antibody (biotin-labeled anti-human IFN-&#x3b3; antibody) was dispensed and reacted at room temperature for 2 hours. Further processing was performed according to the manufacturer&#x2019;s instructions. Spot on the dried microplate were counted using an ELISPOT image analyzer (Cellular Technologies Ltd., Cleveland, OH, USA). PBMCs were evaluated in duplicate in each ELISPOT assay and average numbers of spots detected per 3&#xd7;10<sup>5</sup> PBMCs. Spot numbers were calculated by subtracting the in the negative control from the average number of spots in the test wells. BKV-ELISPOT (sum of the five peptide-specific ELISPOT) results were also calculated.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Statistical analysis</title>
<p>Counts and percentages were calculated for categorical data, and the data were analyzed using the chi-square test and Fisher&#x2019;s exact test. The median and 95% confidence interval (95% CI)), were calculated for continuous data, and the data were compared using Student&#x2019;s t-test and the Mann-Whitney U test. Receiver operating curve (ROC) analyses were used to define the cut-off number of spots for the BKV-ELISPOT assay to predict BKV infection. All statistical analyses were performed using MedCalc<sup>&#xae;</sup> Statistical Software version 20.218 (MedCalc Software Ltd, Ostend, Belgium; <ext-link ext-link-type="uri" xlink:href="https://www.medcalc.org">https://www.medcalc.org</ext-link>) and GraphPad prism version 9.0 for Windows (GraphPad Software, San Diego, California USA). All statistical analyses were two-tailed tests, and a P value less than 0.05 was defined as statistically significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Baseline characteristics of kidney transplant recipients with respect to BK viremia</title>
<p>Among the 93 KTRs, 14 (15.1%) developed BK viremia and 5 (5.4%) were diagnosed with BKVAN. The mean recipient age was 48.4 years (ranging from 20 to 67 years) and 63.4% of recipients were male. The baseline characteristics of the study participants with respect to BK viremia are summarized in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. In the BK viremia (+) group, both donors and recipients were older than those without BK viremia (-) group; P = 0.028 and P = 0.036, respectively). The incidence of new-onset BK viremia after transplantation was significantly greater in recipients who had primary kidney disease due to hypertension (P = 0.009) or polycystic kidney disease (P = 0.042). There were no significant differences in the baseline characteristics and percentages of recipients who rejected the transplanted kidney between BK viremia (+) and BK viremia (-) patients.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Demographic characteristics and BK polyomavirus viremia status of the study kidney transplant (KT) recipients.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Characteristics</th>
<th valign="middle" colspan="2" align="center">Total</th>
<th valign="middle" colspan="2" align="center">BK viremia (+)</th>
<th valign="middle" colspan="2" align="center">BK viremia (-)</th>
<th valign="middle" align="center">P value</th>
</tr>
<tr>
<th valign="middle" align="left">KT Recipients, n (%)</th>
<th valign="middle" colspan="2" align="center">93</th>
<th valign="middle" colspan="2" align="center">14 (15)</th>
<th valign="middle" colspan="2" align="center">79 (85)</th>
<th valign="top" align="center"/>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="8" align="left">Primary renal disease, n (%)</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;DM</td>
<td valign="middle" colspan="2" align="center">22 (23.7)</td>
<td valign="middle" colspan="2" align="center">2 (14.3)</td>
<td valign="middle" colspan="2" align="center">20 (25.3)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Hypertension</td>
<td valign="middle" colspan="2" align="center">7 (7.5)</td>
<td valign="middle" colspan="2" align="center">4 (28.6)</td>
<td valign="middle" colspan="2" align="center">3 (3.8)</td>
<td valign="middle" align="center">0.009</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Polycystic kidney disease</td>
<td valign="middle" colspan="2" align="center">6 (6.5)</td>
<td valign="middle" colspan="2" align="center">3 (21.4)</td>
<td valign="middle" colspan="2" align="center">3 (3.8)</td>
<td valign="middle" align="center">0.042</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;GN</td>
<td valign="middle" colspan="2" align="center">33 (35.5)</td>
<td valign="middle" colspan="2" align="center">3 (21.4)</td>
<td valign="middle" colspan="2" align="center">30 (38.0)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Unknown</td>
<td valign="middle" colspan="2" align="center">25 (26.9)</td>
<td valign="middle" colspan="2" align="center">2 (14.3)</td>
<td valign="middle" colspan="2" align="center">23 (29.1)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">Age at transplantation (years &#xb1; SD)</td>
<td valign="middle" colspan="2" align="center">48.4 &#xb1; 10.7</td>
<td valign="middle" colspan="2" align="center">54.1 &#xb1; 11.3</td>
<td valign="middle" colspan="2" align="center">47.4 &#xb1; 10.3</td>
<td valign="middle" align="center">0.028</td>
</tr>
<tr>
<td valign="middle" align="left">Gender, male, n (%)</td>
<td valign="middle" colspan="2" align="center">59 (63.4)</td>
<td valign="middle" colspan="2" align="center">12 (85.7)</td>
<td valign="middle" colspan="2" align="center">47 (59.5)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">Blood incompatible, n (%)</td>
<td valign="middle" colspan="2" align="center">42 (45.2)</td>
<td valign="middle" colspan="2" align="center">9 (64.3)</td>
<td valign="middle" colspan="2" align="center">33 (41.8)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">HLA mismatch number, mean &#xb1; SD</td>
<td valign="middle" colspan="2" align="center">4 &#xb1; 1.7</td>
<td valign="middle" colspan="2" align="center">4 &#xb1; 1.7</td>
<td valign="middle" colspan="2" align="center">3.5 &#xb1; 1.7</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">Prior kidney transplant, n (%)</td>
<td valign="middle" colspan="2" align="center">9 (9.7)</td>
<td valign="middle" colspan="2" align="center">1 (7.1)</td>
<td valign="middle" colspan="2" align="center">8 (10.1)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">PRA at pre-KT, n (%)</td>
<td valign="middle" colspan="2" align="center">29 (31.2)</td>
<td valign="middle" colspan="2" align="center">4 (28.6)</td>
<td valign="middle" colspan="2" align="center">25 (31.6)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">DSA at pre-KT, n (%)</td>
<td valign="middle" colspan="2" align="center">14 (15.0)</td>
<td valign="middle" colspan="2" align="center">5 (35.7)</td>
<td valign="middle" colspan="2" align="center">9 (11.4)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">Induction therapy, n (%)</td>
<td valign="middle" colspan="2" align="center">
</td>
<td valign="middle" colspan="2" align="center"/>
<td valign="middle" colspan="2" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Basiliximab</td>
<td valign="middle" colspan="2" align="center">72 (78.5)</td>
<td valign="middle" colspan="2" align="center">11 (78.6)</td>
<td valign="middle" colspan="2" align="center">62 (78.5)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Anti-thymocyte globulin</td>
<td valign="middle" colspan="2" align="center">21 (22.6)</td>
<td valign="middle" colspan="2" align="center">3 (21.4)</td>
<td valign="middle" colspan="2" align="center">18 (22.8)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">KT Donor</td>
<td valign="middle" colspan="2" align="center"/>
<td valign="middle" colspan="2" align="center"/>
<td valign="middle" colspan="2" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Age, years + SD</td>
<td valign="middle" colspan="2" align="center">46.0 &#xb1; 11.8</td>
<td valign="middle" colspan="2" align="center">52.1 &#xb1; 7.2</td>
<td valign="middle" colspan="2" align="center">44.9 &#xb1; 12.2</td>
<td valign="middle" align="center">0.036</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Gender, male, n (%)</td>
<td valign="middle" colspan="2" align="center">42 (45.2)</td>
<td valign="middle" colspan="2" align="center">7 (50.0)</td>
<td valign="middle" colspan="2" align="center">35 (44.3)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Deceased donor, n (%)</td>
<td valign="middle" colspan="2" align="center">3 (3.2)</td>
<td valign="middle" colspan="2" align="center">1 (7.1)</td>
<td valign="middle" colspan="2" align="center">2 (2.5)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<th valign="middle" colspan="8" align="left">Acute rejection, n (%)</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;AAMR</td>
<td valign="middle" colspan="2" align="center">4 (4.3)</td>
<td valign="middle" colspan="2" align="center">1 (7.1)</td>
<td valign="middle" colspan="2" align="center">3 (3.8)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;ATCMR</td>
<td valign="middle" colspan="2" align="center">10 (10.8)</td>
<td valign="middle" colspan="2" align="center">3 (21.4)</td>
<td valign="middle" colspan="2" align="center">7 (8.9)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;CAMR</td>
<td valign="middle" colspan="2" align="center">1 (1.1)</td>
<td valign="middle" colspan="2" align="center">0 (0.0)</td>
<td valign="middle" colspan="2" align="center">1 (1.3)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<th valign="middle" colspan="8" align="left">Pretransplant anti-BKV seropositivity</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;in donors, n (%)</td>
<td valign="middle" colspan="2" align="center">68 (73.1)</td>
<td valign="middle" colspan="2" align="center">13 (92.9)</td>
<td valign="middle" colspan="2" align="center">55 (69.6)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;in recipients, n (%</td>
<td valign="middle" colspan="2" align="center">74 (79.6)</td>
<td valign="middle" colspan="2" align="center">9 (64.3)</td>
<td valign="middle" colspan="2" align="center">65 (82.3)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<th valign="middle" colspan="8" align="left">Pretransplant anti-BKV IgG levels (OD)</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;in donors, median (95% CI)</td>
<td valign="middle" colspan="2" align="center"/>
<td valign="middle" colspan="2" align="center">1.80 (1.63-2.65)</td>
<td valign="middle" colspan="2" align="center">1.14 (0.67-1.63)</td>
<td valign="middle" align="center">0.014</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;in recipients, median (95% CI)</td>
<td valign="middle" colspan="2" align="center"/>
<td valign="middle" colspan="2" align="center">2.14 (0.26-3.11)</td>
<td valign="middle" colspan="2" align="center">1.66 (1.21-2-17)</td>
<td valign="middle" align="center">NS</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>KT, kidney transplantation; DM, diabetes mellitus; GN, glomerulo-nephritis; BKV, BK polyomavirus; DSA, donor-specific antigen; PRA, panel-reactive antibody; HLA, human leukocyte antigen; AAMR, acute antibody-mediated rejection; ATCMR, acute T cell-mediated rejection; CAMR, chronic active antibody-mediated rejection; NS, not significant (P &gt; 0.05).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Pretransplant anti-BKV-specific IgG seropositivity in donors and recipients</title>
<p>Using the cut-off level provided by the manufacturer, the anti-BKV IgG antibody assay was positive in 74 (79.6%) of 93 KTRs and in 68 (73.1%) of 93 KT donors and 31 (70.5%) of 44 healthy controls. There was no significant difference in seropositivity between the 93 KTR and 137 healthy participants (P &gt; 0.05). Next, we analyzed the incidence of post-KT BK viremia according to pre-KT donor or recipient (D or R) anti-BKV serostatus. While not statistically significant, a greater percentage of KTRs who received transplants from seropositive donors (D+) were subsequently diagnosed with BKV infection than those who received transplants from seronegative donors (D&#x2212;; 19.1% [13/68] vs. 4.0% [1/25]; P = 0.102). The anti-BKV serostatus of KTRs was not associated with post-transplant BK viremia (R+, 12.2% (9/74) vs. R-, 26.3% (5/19); P &gt; 0.05). Five recipients developed BKVAN: three were D+/R&#x2212;, one was D+/R+, and one was D&#x2212;/R+.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Pretransplant anti-BKV-specific IgG levels in donors and recipients</title>
<p>When OD values of BKV-IgG results instead of positivity were analyzed, donors in the BK viremia (+) group had higher anti-BKV-IgG OD values than those in the BK viremia (-) group (median 1.80 [95% CI 1.63-2.65] vs. 1.14 [95% CI 0.67-1.63], P = 0.014; <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The recipients&#x2019; anti-BKV-IgG levels were not associated with development of post-KT BK viremia (P &gt; 0.05). Considering the high incidence of anti-BKV-IgG seropositivity, we categorized the KTRs with respect to anti-BKV IgG as those with high OD values (R-H; n = 47, OD range 1.63&#x2013;2.28) and low OD values (R-L; n = 46, OD range; 0.04&#x2212;1.56). Donors were also divided into two groups according to anti-BKV IgG levels as D-H (n = 47, OD range 1.63&#x2212;3.75) and D-L (n = 46, OD range 0.04&#x2212;1.56). A greater percentage of KTRs who received a kidney from the D-H group had posttransplant BK viremia than those who received one from the D-L group (25.5% [12/47)] vs. 4.3% [2/46], P = 0.007; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Among fourteen BK viremia (+) recipients, 12 (85.8%) received transplants from the high anti-BKV IgG (D-H) group. Among the five patients with BKVAN, four received transplants from D-H donors. When examining D/R pairs, the incidence of BK viremia (+) increased from 4.3% (2/46) in the D-L group to 24.0% (6/25) in the D-H/R-H group and 27.3% (6/22) in the D-H/R-L group.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Anti-BKV IgG serostatus (optical density, OD) in 44 healthy controls (HC) and 93 donor (D) and recipients (R) prior kidney transplantation. Donors and recipients were stratified according to the development of posttransplant BK viremia development (BK viremia+) or not (BK viremia-). Donors from BK viremia (+) had higher OD values than donors from BK viremia (-) group (P = 0.01). Red symbols indicate results from five patients with BKV-associated nephropathy.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1243912-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The incidence of new-onset posttransplant BK viremia was analyzed in 93 kidney transplant recipients (KTRs) according to the pretransplant anti-BKV-IgG serostatus in donors and recipients. Among KTRs, a greater percentage of the high-anti-BKV-IgG donor (D-H) group had posttransplant BK viremia (+) than those in the low-anti-BKV-IgG donor (D-L) group (P = 0.007). Outcomes were also assessed with respect to recipient anti-BKV-IgG serostatus (high anti-BKV-IgG, R-H; low anti-BKV-IgG, R-L). When examining donor/recipient pairs, the incidence of post-transplant BK viremia (+) was 24.0% (6/25) in the D-H/R-H group and 27.3% (6/22) in the D-H/R-L group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1243912-g002.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Pretransplant BKV-specific INF-&#x3b3; ELISPOT results</title>
<p>We employed a BKV-specific ELISPOT assay of five BKV peptides in the 93 pretransplant KTRs and 44 healthy controls. The results showed a trend toward higher and wider ranges of BKV-ELISPOT values in the KTRs compared to healthy controls (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>). Of the five peptide-specific ELISPOT results, the VP2-ELISPOT results (spots/3&#xd7;10<sup>5</sup> PBMCs) were higher in KTRs compared to healthy controls (median 8.5 [95% CI 6.0&#x2212;13.0] vs. 5.0 [4.0&#x2212;8.0], P = 0.040).</p>
<p>When comparing the pre-transplant BKV-ELISPOT results between posttransplant BK viremia (+) and BK viremia (-) patients, BK viremia (+) patients showed a trend toward lower ELISPOT results for all five BKV peptides compared to BK viremia (-) patients, with significant differences for the St- and VP3-ELISPOT results (St-ELISPOT 3.0 [1.0 - 7.1] vs. 9.0 [6.0 -16.0], P = 0.038; VP3-ELISPOT 2.5 [0.0 - 9.3] vs. 10.0 [6.0 - 17.0], P = 0.013; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The total BKV-ELISPOT results (sum of the five peptide-specific ELISPOT results) were also lower in BK viremia (+) patients compared to BK viremia (-) patients (20.5 [9.9 - 63.6] vs. 72.0 [43.2 - 110.8], P = 0. 027; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3F</bold>
</xref>). The five patients who developed BKVAN had low total BKV-ELISPOT results of 3, 6, 9, 53 and 59 spots/3&#xd7;10<sup>5</sup> PBMCs.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Comparisons of pretransplant BKV-ELISPOT assay results for BKV-specific peptides (LT, ST, VP1, VP2, VP3, and peptide totals) in the healthy control (HC), posttransplant-BK viremia (+), and no-posttransplant BK viremia (-) groups after kidney transplantation (KT). The BKV-associated nephropathy group is represented by a red-filled circle symbol. The long line represents the median and short line represents the 95% CI. The dashed line represents the cut-off value of 53 spot numbers/3 x 10<sup>5</sup> cells. BK viremia (+) KT recipients had significantly lower ST<bold>(B)</bold>, VP3<bold>(E)</bold>, and TOTAL<bold>(F)</bold> ELISPOT results than those in the BK viremia (-) group. *P&lt;0.05. CI, confidence interval.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1243912-g003.tif"/>
</fig>
<p>Analysis of receiver operating curve (ROC) plots for pretransplant total BKV-ELISPOT results to predict posttransplant BK viremia showed an area under the curve (AUC) of 0.686 (95% CI: 0.581 &#x2013; 0.778, P = 0.022). At the optimal cut-off value of &#x2264; 53 spots/3&#xd7;10<sup>5</sup> cells, the sensitivity and specificity of total BKV-ELISPOT for predicting posttransplant BK viremia were 71.4 (95% CI: 41.9 &#x2013; 91.6) and 54.4 (42.8 &#x2013; 65.7). The overall positive predictive (PPV) and negative predictive (NPV) values of the total BKV-ELISPOT results were 21.7% (95% CI: 15.6 &#x2013; 29.5) and 91.5 (95% CI: 82.1 &#x2013; 96.2), respectively.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Prediction of posttransplant BK viremia (+) by combination of pretransplant anti-BKV-IgG levels and BKV-ELISPOT results</title>
<p>When total BKV-ELISPOT results before transplant were compared with anti-BKV-IgG levels in the 93 KTRs, there was no correlation between the two values. The elevated pre-transplant BKV-ELISPOT results in some seronegative patients provided additional evidence that the two risk factors were independent (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;2</bold>
</xref>). Diagnostic values were determined by combining pretransplant donor/recipient anti-BKV-IgG levels and recipient total BKV-ELISPOT results. For the posttransplant BK viremia prediction, the combination of high donor anti-BKV-IgG (D-H), low recipient BKV-IgG (R-L) and low recipient total BKV-ELISPOT results improved specificity to 91.1%. In case of decreased total BKV-ELISPOT results (&#x2264; 53 spots/3&#xd7;10<sup>5</sup> PBMCs) or high donor anti-BKV IgG levels, the NPVs for protection from posttransplant BK viremia was 100% (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Kaplan-Meier analyses demonstrated greater incidence of BK viremia in patients who had lower pretransplant total BKV-ELISPOT results and received a transplant from a donor with high anti-BKV-IgG levels compared with patients who did not (P = 0.003; <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). We suggested an algorithm to predicts the risk of posttransplant BKV infection in KTRs based on pre-transplant BKV-IgG serostatus BKV-specific ELISPOT results (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Diagnostic accuracy of pretransplant donor and recipient anti-BKV-IgG levels and recipient BKV-ELISPOT results in kidney transplant recipients for prediction of BK viremia (&gt;10<sup>4</sup> copies/mL) after kidney transplantation in the study population.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center"/>
<th valign="top" align="center">Sensitivity<break/>% (95% CI)</th>
<th valign="top" align="center">Specificity<break/>% (95% CI)</th>
<th valign="top" align="center">PPV<break/>% (95% CI)</th>
<th valign="top" align="center">NPV<break/>% (95% CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">High donor anti-BKV-IgG</td>
<td valign="top" align="center">85.7<break/>(57.2-98.2)</td>
<td valign="top" align="center">55.7<break/>(44.1-66.9)</td>
<td valign="top" align="center">25.5<break/>(14.4-40.6)</td>
<td valign="top" align="center">95.7<break/>(84.0-99.2)</td>
</tr>
<tr>
<td valign="top" align="left">Low recipient BKV-ELISPOT*</td>
<td valign="top" align="center">71.4<break/>(41.9-91.6)</td>
<td valign="top" align="center">54.4<break/>(42.8-65.7)</td>
<td valign="top" align="center">21.7<break/>(15.6-29.5)</td>
<td valign="top" align="center">91.5<break/>(82.1-96.2)</td>
</tr>
<tr>
<td valign="top" align="left">High donor anti-BKV-IgG and low recipient BKV-ELISPOT</td>
<td valign="top" align="center">57.4<break/>(28.9-82.3)</td>
<td valign="top" align="center">79.8<break/>(69.2-88.0)</td>
<td valign="top" align="center">33.3<break/>(21.0-48.4)</td>
<td valign="top" align="center">91.3<break/>(85.0-95.1)</td>
</tr>
<tr>
<td valign="top" align="left">High donor anti-BKV-IgG, and low recipient anti-BKV-IgG and BKV-ELISPOT</td>
<td valign="top" align="center">35.7<break/>(12.8-64.9)</td>
<td valign="top" align="center">91.1<break/>(82.6-96.4)</td>
<td valign="top" align="center">41.7<break/>(20.9-65.9)</td>
<td valign="top" align="center">88.9<break/>(84.3-92.2)</td>
</tr>
<tr>
<td valign="top" align="left">High donor anti-BKV-IgG or low recipient BKV-ELISPOT</td>
<td valign="top" align="center">100.0<break/>(76.8-100.0)</td>
<td valign="top" align="center">30.4<break/>(20.5-41.8)</td>
<td valign="top" align="center">20.3<break/>(18.0-22.7)</td>
<td valign="top" align="center">100.0<break/>(-)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>*total BKV-ELISPOT result with spot number &#x2264; 53/3 x 10<sup>5</sup> PBMCs.</p>
</fn>
<fn>
<p>PPV, positive predictive value; NPV, negative predictive value; CI, confidence interval.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Cumulative incidence of posttransplant BK viremia in kidney transplant recipients stratified by donor pretransplant anti-BKV-IgG serostatus (H, high anti-BKV-IgG levels; L, low anti-BKV-IgG levels) and recipient total BKV-ELISPOT result. Recipients who had low BKV-ELISPOT results and received a kidney from high anti-BKV-IgG donors developed posttransplant BK viremia more frequently than the other patient groups.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1243912-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>A model for predicting risk of BKV infection after transplantation in kidney transplant recipients based on pre-transplant BKV-IgG serostatus and BKV-specific ELISPOT results.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1243912-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>The BK polyomavirus is an opportunistic organism that frequently infects immunosuppressed patients after kidney transplantation, with BKVAN being a notable cause of impaired kidney function that may progress to transplant failure in up to 50% of cases (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>). Pretransplant risk factors associated with reactivation of BKV have been reported, including anti-thymoglobulin, administration of enhanced immunosuppressants, history of previous acute rejection, old age, HLA mismatch, HLA-C7 deficiency and anti-BKV IgG positivity (<xref ref-type="bibr" rid="B26">26</xref>). In the present study, pretransplant risk factors were evaluated using donor/recipient anti-BKV IgG levels and recipient BKV ELISPOT results to predict post-transplant BKV infection.</p>
<p>The BK virus, which causes infection in KTRs, could theoretically originate from both kidney donors and recipients (<xref ref-type="bibr" rid="B27">27</xref>). Anti-BKV IgG seropositivity through the manufacturer&#x2019;s suggested cut-off levels was 79.6% in KTR and 72.3% in healthy participants, which are similar to the previous study (<xref ref-type="bibr" rid="B28">28</xref>). Regarding the association between pretransplant anti-BKV IgG results and posttransplant BKV infection, in a previous study, KTRs who were negative for anti-BKV IgG had four-fold greater incidence of posttransplant BKV infection when the donor was positive for anti-BKV IgG, compared with donors that were negative for anti-BKV IgG (<xref ref-type="bibr" rid="B29">29</xref>). Several studies have reported a significantly higher risk of BKV infection in patients transplanted from anti-BKV-IgG-positive donors (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>). However, Hirsch et&#xa0;al. suggested that the D+/R&#x2212; group is not the highest-risk group (<xref ref-type="bibr" rid="B28">28</xref>), and the significance of the donor or the recipient anti-BKV antibody serostatus is still uncertain. In the present study, there was a trend toward a greater percentage of KTRs who received allograft from seropositive donors (D+) developing BK viremia, but the pretransplant serostatus of donor and recipients was not significantly associated with posttransplant BK viremia (p &gt;0.05). However, when anti-BKV IgG levels were examined instead of seropositivity, the D-H/R-L group had the greatest risk of developing BK viremia (p &lt;0.001). These findings are consistent with the those of Sal&#xe1;kov&#xe1; et&#xa0;al. (<xref ref-type="bibr" rid="B16">16</xref>) who established a significant correlation between donor seropositivity and recipient post-transplant BKV infection. A trend toward donor seropositivity and BKVAN was observed in their study, but lacked statistical significance. However, when assessing BKV IgG levels, both post-transplant BKV infection and BKVAN were more prevalent in recipients with higher donor BKV-IgG levels. They also highlighted a significantly increased risk of BKV infection after transplantation in the D+/R- group. In terms of BKVAN, four out of five BKVAN patients received transplants from the D-H group. These results are consistent with previous studies suggesting that the high risk of posttransplant BKV infection is not limited to the D+/R- group and that anti-BKV IgG levels in both donors and recipients may play an important role (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B32">32</xref>). Our data consistent with those of previous studies indicating that transplantation from donors with high anti-BKV IgG levels (D-H) into recipients with low anti-BKV IgG levels (R-L) is an independent risk factor for BKV infection after transplantation by Dakroub et&#xa0;al. (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Smith et&#xa0;al. (<xref ref-type="bibr" rid="B18">18</xref>) also reported that BKV seronegative in 173 pediatric kidney transplant recipients was strongly associated with the incidence of BKVAN after transplantation. These findings suggest the importance of standardized anti-BKV-IgG testing and of clear guidelines for evaluation of anti-BKV-specific IgG levels and the definition of seropositivity. Currently, pretransplant screening of anti-BKV serostatus in kidney donors and recipients is neither mandatory nor routinely performed. Further studies are required to investigate the relationships between posttransplant BK viremia and pretransplant anti-BKV IgG antibody levels measured using standardized assays.</p>
<p>In terms of cellular immunity, BKV-specific T cells play an important role in the control of BKV infection by maintaining a persistent memory T cell response to the virus (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>). A prior meta-analysis reported that ELISPOT assays could be an effective tool to assess BKV-specific cellular immunity (<xref ref-type="bibr" rid="B7">7</xref>). In previous studies, posttransplant monitoring of BKV-specific cellular immune responses were conducted to investigate their associations with posttransplant reactivation of BKV (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>). However, there have been few studies assessing whether pretransplant BKV-specific immunity levels can predict posttransplant BKV reactivation. Mutlu et&#xa0;al. (<xref ref-type="bibr" rid="B8">8</xref>) analyzed BKV-specific CD4+ T-cell responses of KTRs before transplantation and did not show any association between pre-transplant response and BKV reactivation, like the other two previous studies (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B38">38</xref>). However, they confirmed that clearance of BK viremia or decrease of viral load corresponds with an increase in BKV-specificCD4+T-cellresponse. Other reports have also suggested that the absence of or low response of BKV-specific T cells may be a risk factor for BKV reactivation, while others have found no clear association (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B39">39</xref>). Dekeyser et&#xa0;al. found a gradual loss of BKV-specific T-cell polyfunctionality with BKV reactivation, particularly in patients with BKVAN. This exhaustion of BKV-specific T-cell responses is linked to impaired control of viral replication in the kidney (<xref ref-type="bibr" rid="B23">23</xref>). In present study, KTRs tended to have greater and broader BKV-ELISPOT results before transplantation compared to healthy controls, with a statistically significant difference for VP2-ELISPOT. Next, we investigated whether the pretransplant BKV-ELISPOT results could predict the development of posttransplant BK viremia. In our study, the 14 BK viremia (+) patients tended to have lower pretransplant ELISPOT responses to all 5 BKV peptides than BK viremia (-) patients. Among the five peptide-specific ELISPOTs, significant differences were observed for the St, VP3 and total BKV-ELISPOT results. The ROC analysis of total BKV-ELISPOT results showed an AUC of 0.686 and sensitivity of 71.4% and specificity of 54.4% using the cut-off value of &#x2264;53 spots/300,000 cells. Also, four of five BKVAN patients had decreased pretransplant BKV-ELISPOT results. Our data are consistent with those of a previous report suggesting that specific T-cells control BKV latency before transplantation, and in this way may influence BKV reactivation after transplantation (<xref ref-type="bibr" rid="B40">40</xref>). These results suggest that low BKV-specific cellular responses before transplantation can be used as a risk factor to predict the development of BK viremia after transplantation. Regarding the target antigens of BKV-specific cellular immunity, our data did not identify the dominant target antigen. This finding confirms previous reports that it is not clear whether certain BKV peptides have a more dominant antigenicity (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B41">41</xref>).</p>
<p>Given both BKV-IgG levels and BKV-ELISPOT results were correlated with BK viremia (&gt; 10<sup>4</sup> copies/mL of BKV-DNA detected during the follow-up period), we analyzed the diagnostic performance of a combination of these biomarkers. Among KTRs who exhibited low levels of anti-BKV-IgG and low total BKV-ELISPOT results, and who received a kidney from the D-H group, the PPV and NPV for BKV viremia after transplantation were found to be 41.7% and 88.9% respectively. The relationship between impairment of BKV-specific cellular immunity and increased BKV replication in BK viremia remains uncertain (<xref ref-type="bibr" rid="B39">39</xref>). In a previous study, impaired functionality of cytomegalovirus (CMV) or BKV-specific T cells was evident in some transplant recipients for a prolonged period even after virus control (<xref ref-type="bibr" rid="B42">42</xref>&#x2013;<xref ref-type="bibr" rid="B44">44</xref>). In present study, we used threshold of 10<sup>4</sup> copies/mL for BK viremia and initiation of therapeutic intervention. However, several studies have explored alternative thresholds for initiating therapy to prevent the progression to BKVAN. For instance, Hassan et&#xa0;al. reported that the currently suggested plasma viral load cutoff of 10<sup>4</sup> copies/mL for BK virus tends to underestimate the diagnosis of BKVAN (<xref ref-type="bibr" rid="B45">45</xref>). Another study by Hirsch et&#xa0;al. also indicated that viral nephropathy was linked to plasma viral loads of 7.7&#xd7;10<sup>3</sup> copies/mL or higher (<xref ref-type="bibr" rid="B28">28</xref>). Randhawa et&#xa0;al. emphasized customized thresholds for medical centers, given their significant impact on predictive BKV infection outcomes (<xref ref-type="bibr" rid="B46">46</xref>). When we reexamined the dataset using a threshold of 10<sup>3</sup> copies/mL for BK viremia, two additional patients were reclassified into the BK viremia group. Consequently, the association between donor BKV-IgG levels and BK viremia (&gt; 10<sup>3</sup> copies/mL) after KT was also significant (P value = 0.001). Similarly, BKV-specific ELISPOT results showed comparable diagnostic performances between data using thresholds of 10<sup>3</sup> copies/mL and 10<sup>4</sup> copies/mL (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Table&#xa0;1</bold>
</xref>). It is very important to establish risk factors for BKV infection after transplantation and application of proper BKV viral load cutoff, because careful monitoring of serum BKV and early reduction of immunosuppressants can resolve BK viremia and prevent transplant failure due to BKVAN in transplanted kidneys (<xref ref-type="bibr" rid="B47">47</xref>). Close monitoring after transplantation is necessary for patients whose donors showed high absorbance before kidney transplantation. Our results indicate anti-BKV-antibody-negative patients with a low ELISPOT results are expected to be at greater risk of BKV reactivation, so thorough monitoring is required. Thus, the application of pretransplant screening tests using anti-BKV-IgG and ELISPOT assays in conjunction with assessment of posttransplant blood BKV-DNA viral load may provide more accurate guidance for therapeutic intervention in KTRs with BKV infection.</p>
<p>This study had some limitations. First, a prospective cohort analysis was conducted at a single center including relatively small number of patients. Second, only five of 14 BK viremia (+) patients developed BKVAN. Therefore, our study could not determine whether pretransplant anti-BKV-IgG and BK-ELISPOT results can identify KTRs who will develop BKVAN. Finally, anti-BKV-IgG levels were not validated in this study. For clinical application, cut-off values should be investigated with standard methods to stratify individual risk of BKV infection. In addition, our study used a commercially available anti-BKV IgG kit targeting the BKV serotype I and IV genotypes. Therefore, applying our results to other BKV serotypes could potentially introduce variability. Follow-up investigations focusing on all BKV serotypes are essential to comprehensively assess clinical significance of BKV serostatus. Well-designed prospective studies controlling for relevant confounding factors are needed before using anti-BKV-IgG and BKV-ELISPOT assays clinically to predict posttransplant BKV infection. Despite these limitations, our study focused on BKV serostatus and BKV-ELISPOT results before transplantation and demonstrated the diagnostic value of combining these tests. In conclusion, pretransplant donor and recipient anti-BKV-IgG levels and BKV-ELISPOT assay results may be used to identify patients at risk of BKV infection. Further studies are needed to confirm our results and validate the anti-BKV-IgG cut-off levels and BKV-ELISPOT assays as tools to predict post-kidney-transplant BKV infection.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Institutional Review Board at Seoul St. Mary&#x2019;s Hospital (KC19TESI0043). The studies were conducted in accordance with the local legislation and institutional requirements. The human samples used in this study were acquired from a by- product of routine care or industry. 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.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>HB performed the experiments and wrote the paper. HB and SJ analyzed the data. E-JO designed the study and edited the paper. BC and CY supervised specimen selection and the collection of clinical information. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (NRF-2020R1A2B5B01001859), Republic of Korea. This work was also supported by the Institute of Civil Military Technology Cooperation funded by the Defense Acquisition Program Administration and Ministry of Trade, Industry and Energy of Korean government under grant No. 22-CM-EC-18.</p>
</sec>
<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>
</sec>
<sec id="s11" sec-type="supplementary-material">
<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.frontiersin.org/articles/10.3389/fimmu.2023.1243912/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2023.1243912/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image_1.tif" id="SM1" mimetype="image/tiff"/>
<supplementary-material xlink:href="Image_2.tif" id="SM2" mimetype="image/tiff"/>
<supplementary-material xlink:href="Table_1.docx" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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