Evidence map›Paper›PMID 40026481›Full record

ArticleJID innovations : skin science from molecules to population health2025

Detection by Single-Cell RNA Sequencing of Virally Mediated Skin Diseases.

Linda Zhou, Thomas H Leung

Abstract read
In one paragraph

Article in JID innovations : skin science from molecules to population health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Review
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

2 authors.

Linda ZhouDepartment of Dermatology, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA.
Thomas H LeungDepartment of Dermatology, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA.

Funding

Neuroimmune Control of Scarless Skin RegenerationR01AR079483 · NIAMS · UNIVERSITY OF PENNSYLVANIA · PI LEUNG, THOMAS H. · 2021 to 2025
$1.9M
NIAMS NIH HHS R01 AR079483RRD VA I01 RX002701
6 · The paper itself

Abstract

Viruses are well-documented agents of specific skin diseases. However, their role and precise mechanism of action in other skin diseases remain unknown. We describe a single-cell RNA-sequencing-based strategy to interrogate human skin biopsies for viral transcripts, permitting detection of viral infection within a sample, single-cell resolution of virally infected cells and identification of subsequent transcriptomic perturbations. We validate our pipeline with 100% sensitivity and specificity by (i) detecting Merkel cell polyomavirus in Merkel cell carcinoma samples, (ii) detecting specific human papillomavirus strains in known human papillomavirus-positive tumors, and (iii) detecting rubella virus transcripts in patients with known rubella-associated granulomas. We identify infection of known and previously unreported cell types and elucidate viral-mediated transcriptional perturbations. In rubella virus-infected cells, we discover macrophage-specific evolution of the rubella virus E1 capsid protein. Finally, we interrogate skin biopsies from many established nonvirally mediated inflammatory skin diseases and do not find consistent evidence of viral infection in any condition. Combining single-cell RNA-sequencing data with virome detection strategies represents a potentially powerful approach to investigate and elucidate virus-mediated gene regulation in health and disease.

Indexed as

Human papillomavirusMerkel cell carcinomaRubella granulomascRNA-seqVirome

Identifiers

PMID40026481
PMCPMC11869500

What Socratic 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 Socratic graph.