Evidence map›Paper›PMID 41818285›Full record

ArticleJCI insight2026

Single-cell profiling reveals epithelial and immune responses in BK polyomavirus-infected human kidney biopsies.

Tess Marvin, Rachel Sealfon, Phillip J McCown, Fadhl AlAkwaa, Evan A Farkash, Edgar A Otto, Felix Eichinger, Ping An, Rajasree Menon, Celine C Berthier and 12 more

Abstract read
In one paragraph

Article in JCI insight, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

22 authors.

Tess MarvinLewis-Sigler Institute for Integrative Genomics and.
Rachel SealfonCenter for Computational Biology, Flatiron Institute, New York, New York, USA.
Phillip J McCownDepartment of Internal Medicine, Division of Nephrology, and.
Fadhl AlAkwaaDepartment of Internal Medicine, Division of Nephrology, and.
Evan A FarkashDepartment of Pathology, University of Michigan, Ann Arbor, Michigan, USA.
Edgar A OttoDepartment of Internal Medicine, Division of Nephrology, and.
Felix EichingerDepartment of Internal Medicine, Division of Nephrology, and.
Ping AnDepartment of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Rajasree MenonDepartment of Computational Medicine and Bioinformatics and.
Celine C BerthierDepartment of Internal Medicine, Division of Nephrology, and.
Tavis J ReedLewis-Sigler Institute for Integrative Genomics and.
Paula ArrowsmithDepartment of Pathology, University of Michigan, Ann Arbor, Michigan, USA.
Lalita SubramanianDepartment of Internal Medicine, Division of Nephrology, and.
Kelly J ShafferDepartment of Internal Medicine, Division of Nephrology, and.
Silas P NormanDepartment of Internal Medicine, Division of Nephrology, and.
Ramnika GumberDepartment of Internal Medicine, Division of Nephrology, and.
Michael J ImperialeDepartment of Microbiology and Immunology and Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, USA.
James M PipasDepartment of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Olga G TroyanskayaLewis-Sigler Institute for Integrative Genomics and.
Matthias KretzlerDepartment of Internal Medicine, Division of Nephrology, and.
Chandra L TheesfeldLewis-Sigler Institute for Integrative Genomics and.
Abhijit S NaikDepartment of Internal Medicine, Division of Nephrology, and.

Funding

Michigan Institute for Clinical and Health Research (MICHR)UL1TR002240 · NCATS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LUMENG, JULIE C, MASHOUR, GEORGE ALEXANDER · 2017 to 2022
$54.9M
CureGNU24DK100845 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CRYSTAL A. GADEGBEKU, Laura H Mariani · 2019 to 2026
$12.1M
KPMP Kidney Mapping and Atlas Project (KMAP)U01DK133090 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Jonathan Himmelfarb, Matthias Kretzler · 2022 to 2026
$10.4M
Quantitavie and Computational Biology Graduate ProgramT32HG003284 · NHGRI · PRINCETON UNIVERSITY · PI Joshua Michael Akey, Stanislav Y. Shvartsman · 2004 to 2026
$9.9M
lntegration and Visualization of Diverse Biological DataR01GM071966 · NIGMS · PRINCETON UNIVERSITY · PI TROYANSKAYA, OLGA G · 2005 to 2022
$6.4M
Parameters Governing Kidney Cell Infection with BKVR01AI060584 · NIAID · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI IMPERIALE, MICHAEL J. · 2004 to 2020
$4.8M
University of Michigan O'Brien Kidney Translational Resource Center (MKTC)U54DK137314 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Salim Hayek · 2023 to 2026
$4.7M
PREcision Medicine through IntErrogation of Rna in the kidnEy (PREMIERE)U01DK114907 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Nir Hacohen, Jeffrey Benton Hodgin · 2022 to 2026
$3.2M
Manipulation of innate immunity by Polyomavirus T antigensR01AI153156 · NIAID · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI PIPAS, JAMES M · 2020 to 2024
$2.0M
Defining the molecular landscape of hyperfiltration-mediated glomerular injury using kidney allografts as a model systemK23DK125529 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI NAIK, ABHIJIT S · 2021 to 2025
$962k
NCATS NIH HHS UL1 TR002240NHGRI NIH HHS T32 HG003284NIAID NIH HHS R01 AI060584NIAID NIH HHS R01 AI153156NIDDK NIH HHS K23 DK125529NIDDK NIH HHS U01 DK114907NIDDK NIH HHS U01 DK133090NIDDK NIH HHS U24 DK100845NIDDK NIH HHS U54 DK137314NIGMS NIH HHS R01 GM071966
6 · The paper itself

Abstract

INTRODUCTIONBK polyomavirus (BKV) infection is associated with injury and subsequent graft loss due to the extent of injury or rejection. However, the molecular mechanisms driving injury and subsequent adverse outcomes remain poorly understood.METHODSIn a cross-sectional study, single-cell RNA-seq from kidney allograft biopsies was used to assess cell type-specific responses between uninfected controls and 2 distinct phases of BKV infection: peaking (increasing viral blood titers) and resolving (decreasing viral titers following immunosuppression reduction).RESULTSGenes upregulated in BK viral nephropathy (BKVN) were enriched for polyomavirus infection hallmarks, including ribosome biogenesis, translation, and energy restructuring. Additionally, enriched pathways included wound healing, cellular stress, antigen presentation and immune signaling. Even without BKVN (peaking BK viremia alone), epithelial cells expressed signatures for wound healing, cellular stress, and extracellular matrix remodeling. In vivo tubular cell responses at single-cell resolution were validated against single cell transcriptomic data of BKV-infected cells in a cell culture model. Despite similarities, in vivo tubular cells underwent metabolic adaptation favoring fatty acid oxidation and proinflammatory responses not observed in culture models, likely due to an absent innate and adaptive immune system. Despite lymphopenia and immunosuppressive therapies, the proportion of recipient-derived intrarenal adaptive immune cells was increased in biopsies associated with peaking viremia alongside activation of innate immune responses. Adaptive immune cells exhibited persistent inflammatory signaling and remodeling of energy metabolism during the resolving phase of infection.CONCLUSIONThese not previously reported insights into BKV-associated injury may have implications for clinical management and improved allograft outcomes.

Indexed as

BK VirusKidneyKidney DiseasesPolyomavirus InfectionsTumor Virus InfectionsAdultBiopsyCross-Sectional StudiesEpithelial CellsFemaleHumansKidney TransplantationMaleMiddle AgedSingle-Cell AnalysisImmunologyNephrologyOrgan transplantationTranscriptomicsVirology

Identifiers

PMID41818285
PMCPMC13135396

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.