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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, Tavis J. Reed, Paula Arrowsmith, Lalita Subramanian, Kelly J. Shaffer, Silas P. Norman, Ramnika Gumber, Michael J. Imperiale, James M. Pipas, Olga G. Troyanskaya, Matthias Kretzler, Chandra L. Theesfeld, Abhijit S. Naik
Tess Marvin, Rachel Sealfon, Phillip J. McCown, Fadhl AlAkwaa, Evan A. Farkash, Edgar A. Otto, Felix Eichinger, Ping An, Rajasree Menon, Celine C. Berthier, Tavis J. Reed, Paula Arrowsmith, Lalita Subramanian, Kelly J. Shaffer, Silas P. Norman, Ramnika Gumber, Michael J. Imperiale, James M. Pipas, Olga G. Troyanskaya, Matthias Kretzler, Chandra L. Theesfeld, Abhijit S. Naik
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Clinical Research and Public Health Immunology Nephrology Virology

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

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Abstract

INTRODUCTION BK 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.METHODS In 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).RESULTS Genes 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.CONCLUSION These not previously reported insights into BKV-associated injury may have implications for clinical management and improved allograft outcomes.

Authors

Tess Marvin, Rachel Sealfon, Phillip J. McCown, Fadhl AlAkwaa, Evan A. Farkash, Edgar A. Otto, Felix Eichinger, Ping An, Rajasree Menon, Celine C. Berthier, Tavis J. Reed, Paula Arrowsmith, Lalita Subramanian, Kelly J. Shaffer, Silas P. Norman, Ramnika Gumber, Michael J. Imperiale, James M. Pipas, Olga G. Troyanskaya, Matthias Kretzler, Chandra L. Theesfeld, Abhijit S. Naik

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Figure 6

Expression of TCMR-associated genes in T cell populations of patients with peaking BKV.

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Expression of TCMR-associated genes in T cell populations of patients wi...
(A) Enrichment of DEGs from all T cells and their subtypes in patients with BKVN or peakBKVir against a validated TCMR gene signature derived from bulk RNA-seq of biopsies with TCMR compared with non-TCMR samples that include normal, injury, and antibody mediated rejection biopsies (36). The signature included all differentially expressed genes, up- and downregulated. Enrichment was assessed using Fisher’s exact test, revealing significant overlap across all T cell subsets. T Cell-3 peakBKVir was excluded due to insufficient cells. (B) Heatmap showing expression programs induced across all T cell subsets overlapping with TCMR DEGs, highlighting pathways related to translation, ribosome biogenesis, metabolism, stress, immune signaling, and cytoskeletal regulation. The enrichment of these pathways was more robust in BKVN than in peakBKVir. (C) To investigate the transcriptional differences between peak BKVN and peak BKVir within T cell subsets, we performed an overlap analysis focusing on DEGs that are shared with the TCMR signature. Functional annotations highlight key biological pathways associated with BKVN genes that overlap the TCMR signature. (D) Heatmap depicting the expression of 6 TCMR-associated genes (AKNA, ANXA2R, GIMAP7, RASAL3, TMC6, and TMC8) in T cell populations from BK polyomavirus (BKV) nephropathy patient samples. ANXA2R and GIMAP7 were significantly upregulated, while AKNA and TMC8 were downregulated. The differential expression of these genes may indicate potential overlaps and differences between viral immune responses and alloimmune rejection mechanisms in kidney transplantation. Statistical significance of each fold change is denoted by *Padj < 0.05, **Padj < 0.01, ***Padj < 0.001. Underlying data was obtained from the paper by Zhang et al. (37).

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