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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 2

Banff lesion scores in kidney allograft biopsies and BKVN-VP1 mRNA copy numbers in biopsy-matched urines.

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Banff lesion scores in kidney allograft biopsies and BKVN-VP1 mRNA copy ...
(A) Heatmap showing Banff acute lesion scores — glomerulitis (g), peritubular capillaritis (ptc), interstitial infiltration (i), tubulitis (t), intimal arteritis (v) — and chronic lesion scores — chronic glomerulopathy based on glomerular basement double contours (cg), tubular atrophy (ct), interstitial fibrosis (ci), and vascular intimal thickening (cv) — in biopsies classified as BKVN-N (n = 4), BKVN-P (n = 6), TCMR (n = 21), or NR (n = 26). Lesion scores, 0 to 3, are color-coded as indicated. SV40/BK polyomavirus large T antigen immunostaining using PAb416 monoclonal antibody is shown. Red indicates positive staining; green, negative staining. (B) Box-and-whisker plots of summed acute Banff lesion scores (g + ptc + i + t + v) across diagnostic categories. Each point represents the summed score in an individual biopsy. Boxes indicate the interquartile range (IQR), with the horizontal line representing the median; whiskers denote the 10th and 90th percentiles. Statistical comparisons were performed using the Kruskal-Wallis test, followed by Dunn’s post hoc test. P values from Dunn’s test are shown at the top (Supplemental Table 1D). (C) Box-and-whisker plots of BK polyomavirus VP1 mRNA copy numbers in biopsy-matched urine samples, quantified by a customized RT-qPCR assay. Plot structure and statistical analysis are the same as in B. BK polyomavirus VP1 mRNA copies in urines matched to BKVN-N and BKVN-P biopsies exceeded the BKVN diagnostic threshold in every instance, while BK polyomavirus VP1 mRNA copies in urines matched to NR or TCMR biopsies did not exceed the diagnostic threshold for BKVN. P values from Dunn’s post hoc test are shown at the top (Supplemental Table 1E).

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