Evidence map›Paper›PMID 40800081›Full record

ArticleTranslational andrology and urology2025

Digital spatial profiling reveals the molecular signatures of BK virus infection in renal transplant recipients.

Long He, Yan Zhang, Kun Dong, Liang Ying, Guosheng Du, Hongliang Wang, Zhangfei Shou, Xuchun Chen, Hongwei Yang

Abstract read
In one paragraph

Article in Translational andrology and urology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Long He *Organ Transplantation Center, General Hospital of Northern Theater Command, Shenyang, China.
Yan Zhang *Organ Transplantation Center, General Hospital of Northern Theater Command, Shenyang, China.
Kun DongOrgan Transplantation Center, The First Affiliated Hospital of Guangxi Medical University, Nanning, China.
Liang YingDepartment of Urology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China.
Guosheng DuOrgan Transplantation Center, General Hospital of Northern Theater Command, Shenyang, China.
Hongliang WangDepartment of Organ Transplantation, 923th Hospital of PLA Joint Logistic Support Force, Nanning, China.
Zhangfei ShouNephrology Division, Shulan (Hangzhou) Hospital, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China.
Xuchun ChenDepartment of Organ Transplantation and Hepatobiliary Surgery, First Affiliated Hospital, China Medical University, Shenyang, China.
Hongwei YangOrgan Transplantation Center, General Hospital of Northern Theater Command, Shenyang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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 ( Conclusions: DSP highlighted inter- and intra-patient heterogeneity, offering insights into the molecular mechanisms underlying BKVAN and potential targets for therapeutic intervention.

Indexed as

BK polyomavirus-associated nephropathy (BKVAN)BK polyomavirus (BKPyV)digital spatial profiling (DSP)molecular signatures

Identifiers

PMID40800081
PMCPMC12336724

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.