Long He, Yan Zhang, Kun Dong, Liang Ying, Guosheng Du, Hongliang Wang, Zhangfei Shou, Xuchun Chen, Hongwei Yang
{"title":"Digital spatial profiling reveals the molecular signatures of BK virus infection in renal transplant recipients.","authors":"Long He, Yan Zhang, Kun Dong, Liang Ying, Guosheng Du, Hongliang Wang, Zhangfei Shou, Xuchun Chen, Hongwei Yang","doi":"10.21037/tau-2025-451","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>BK polyomavirus-associated nephropathy (BKVAN) is a major cause of graft dysfunction in kidney transplant recipients, and is often triggered by BK virus reactivation due to immunosuppression. This study used GeoMx digital spatial profiling (DSP) to investigate molecular changes during BK virus infection.</p><p><strong>Methods: </strong>Eight formalin-fixed and paraffin-embedded (FFPE) kidney samples from the following three groups were analyzed: the normal function (n=3), BK polyomavirus viremia (BKV) (n=2), and BKVAN (n=3) groups. Transcriptional changes in epithelial cells, immune cells, and fibroblasts were assessed. Immune microenvironment alterations were analyzed through cellular deconvolution.</p><p><strong>Results: </strong>Distinct molecular signatures were observed across the infection stages and cell types, of which, epithelial cells showed significant dysregulation and unique involvement in ribosomal protein synthesis. The pathway analysis revealed that the pathways associated with viral infection, allogeneic rejection, and immunity (antigen presentation, chemokines, and inflammation) were significantly enriched during BKVAN progression. The key genes associated with BK polyomavirus (BKPyV) infection (<i>RPL4</i>, <i>RPS8</i>, <i>RPL30</i>, <i>CD74</i>, <i>B2M</i>, <i>CD4</i>, <i>HLA-DRA</i>, and <i>HLA-DRA1</i>), progression (<i>HLA-DPA1</i>, <i>LYZ</i>, <i>HLA-DQA2</i>, and <i>IGHM</i>), and BKVAN specificity (<i>PLTP</i>, <i>TNFAIP2</i>, <i>IRF7</i>, and <i>APOC1</i>) were identified. The CD74 major histocompatibility complex (MHC) class II axis may serve as a key immunoregulatory pathway. Cellular deconvolution revealed increased macrophages, dendritic cells (DCs), and CD4<sup>+</sup>/CD8<sup>+</sup> memory T cells, and reduced natural killer (NK) cells and neutrophils in BKVAN.</p><p><strong>Conclusions: </strong>DSP highlighted inter- and intra-patient heterogeneity, offering insights into the molecular mechanisms underlying BKVAN and potential targets for therapeutic intervention.</p>","PeriodicalId":23270,"journal":{"name":"Translational andrology and urology","volume":"14 7","pages":"2089-2105"},"PeriodicalIF":1.7000,"publicationDate":"2025-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12336724/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Translational andrology and urology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.21037/tau-2025-451","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/7/28 0:00:00","PubModel":"Epub","JCR":"Q4","JCRName":"ANDROLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: BK polyomavirus-associated nephropathy (BKVAN) is a major cause of graft dysfunction in kidney transplant recipients, and is often triggered by BK virus reactivation due to immunosuppression. This study used GeoMx digital spatial profiling (DSP) to investigate molecular changes during BK virus infection.
Methods: Eight formalin-fixed and paraffin-embedded (FFPE) kidney samples from the following three groups were analyzed: the normal function (n=3), BK polyomavirus viremia (BKV) (n=2), and BKVAN (n=3) groups. Transcriptional changes in epithelial cells, immune cells, and fibroblasts were assessed. Immune microenvironment alterations were analyzed through cellular deconvolution.
Results: Distinct molecular signatures were observed across the infection stages and cell types, of which, epithelial cells showed significant dysregulation and unique involvement in ribosomal protein synthesis. The pathway analysis revealed that the pathways associated with viral infection, allogeneic rejection, and immunity (antigen presentation, chemokines, and inflammation) were significantly enriched during BKVAN progression. The key genes associated with BK polyomavirus (BKPyV) infection (RPL4, RPS8, RPL30, CD74, B2M, CD4, HLA-DRA, and HLA-DRA1), progression (HLA-DPA1, LYZ, HLA-DQA2, and IGHM), and BKVAN specificity (PLTP, TNFAIP2, IRF7, and APOC1) were identified. The CD74 major histocompatibility complex (MHC) class II axis may serve as a key immunoregulatory pathway. Cellular deconvolution revealed increased macrophages, dendritic cells (DCs), and CD4+/CD8+ memory T cells, and reduced natural killer (NK) cells and neutrophils in BKVAN.
Conclusions: DSP highlighted inter- and intra-patient heterogeneity, offering insights into the molecular mechanisms underlying BKVAN and potential targets for therapeutic intervention.
期刊介绍:
ranslational Andrology and Urology (Print ISSN 2223-4683; Online ISSN 2223-4691; Transl Androl Urol; TAU) is an open access, peer-reviewed, bi-monthly journal (quarterly published from Mar.2012 - Dec. 2014). The main focus of the journal is to describe new findings in the field of translational research of Andrology and Urology, provides current and practical information on basic research and clinical investigations of Andrology and Urology. Specific areas of interest include, but not limited to, molecular study, pathology, biology and technical advances related to andrology and urology. Topics cover range from evaluation, prevention, diagnosis, therapy, prognosis, rehabilitation and future challenges to urology and andrology. Contributions pertinent to urology and andrology are also included from related fields such as public health, basic sciences, education, sociology, and nursing.