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Benchmarking urinary cell transcriptomes for noninvasive differentiation of BK polyomavirus–associated nephropathy from T cell–mediated rejection
Franco B. Mueller, Carol Li, Darshana M. Dadhania, Surya V. Seshan, Thalia Salinas, Vijay K. Sharma, Jenny Z. Xiang, Hans H. Hirsch, Thangamani Muthukumar, Manikkam Suthanthiran
Franco B. Mueller, Carol Li, Darshana M. Dadhania, Surya V. Seshan, Thalia Salinas, Vijay K. Sharma, Jenny Z. Xiang, Hans H. Hirsch, Thangamani Muthukumar, Manikkam Suthanthiran
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Research Article Immunology Nephrology

Benchmarking urinary cell transcriptomes for noninvasive differentiation of BK polyomavirus–associated nephropathy from T cell–mediated rejection

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Abstract

BK polyomavirus–associated nephropathy (BKVN) adversely impacts kidney allograft survival and often mimics acute T cell–mediated rejection (TCMR), confounding diagnosis and management. To address this conundrum, we performed unbiased RNA sequencing of urinary cells matched to biopsies classified as BKVN with intragraft inflammation (BKVN-P), BKVN without inflammation (BKVN-N), TCMR, or no rejection (NR). BKVN-N displayed dominant host DNA replication, cell cycle, and repair programs, while BKVN-P samples exhibited expansive innate immune activation, antigen presentation, chemokine upregulation, and epithelial injury. Both BKVN subtypes shared signatures of T cell exhaustion and mature and tolerogenic dendritic cell activation but differed in immune orientation — Th1 predominance in BKVN-N versus Treg and CD8 enrichment in BKVN-P. Compared with TCMR samples, BKVN-P lacked robust TCR/CD28 signaling and was enriched for viral and innate modules; BKVN-N lacked alloimmune activation. B cell exhaustion characterized BKVN-N, while BKVN-P displayed robust B cell activation with metabolic downregulation. A ratiometric urinary cell biomarker, CXCL10 mRNA/CD3E mRNA, distinguished both BKVN subtypes from TCMR with diagnostic accuracy, replicated by quantitative reverse transcription PCR for clinical translation, and confirmed in an independent cohort. These findings demonstrate the utility of urinary cell transcriptomics for resolving viral injury from alloimmunity, enabling precision diagnostics and targeted immunomodulation in kidney transplantation.

Authors

Franco B. Mueller, Carol Li, Darshana M. Dadhania, Surya V. Seshan, Thalia Salinas, Vijay K. Sharma, Jenny Z. Xiang, Hans H. Hirsch, Thangamani Muthukumar, Manikkam Suthanthiran

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Figure 5

IL4I1 mRNA abundance in urinary cells.

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IL4I1 mRNA abundance in urinary cells.
(A) Box-and-whisker plots display...
(A) Box-and-whisker plots display IL-4–induced gene 1 (IL4I1) mRNA abundance (log2 TPM) in urine samples matched to kidney allograft biopsies: 26 NR, 21 TCMR, 4 BKVN-N, and 7 urines matched to 6 BKVN-P biopsies. Each point represents IL4I1 mRNA abundance in individual samples. Boxes denote the 25th–75th percentiles, the horizontal line marks the median, and the whiskers represent the 10th–90th percentiles. Fold change values and adjusted P values are shown. Multigroup comparison used Kruskal-Wallis test followed by pairwise Dunn’s test, with Dunn’s test P values displayed at the top. (B) Schema for IL4I1 immunosuppressive activity. IL4I1, secreted at the immune synapse between activated dendritic cells and T cells, downregulates TCR signaling and T cell effector function by cleaving aromatic amino acids into keto acids and generating H2O2 and NH3. Through binding to TMPRSS13, IL4I1 also exerts non-enzymatic effects, including promoting Treg differentiation and reducing antibody production via T follicular helper cell–germinal B cell interactions (76).

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