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

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 inf...

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Main Authors: Linda Zhou, Thomas H. Leung
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:JID Innovations
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Online Access:http://www.sciencedirect.com/science/article/pii/S2667026725000025
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author Linda Zhou
Thomas H. Leung
author_facet Linda Zhou
Thomas H. Leung
author_sort Linda Zhou
collection DOAJ
description 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.
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spelling doaj-art-9aa20ca7a5fe4741b7e8467033288b552025-02-12T05:33:01ZengElsevierJID Innovations2667-02672025-05-0153100348Detection by Single-Cell RNA Sequencing of Virally Mediated Skin DiseasesLinda Zhou0Thomas H. Leung1Department of Dermatology, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USADepartment of Dermatology, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA; Corporal Michael Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania, USA; Correspondence: Thomas H. Leung, Department of Dermatology, University of Pennsylvania School of Medicine, 421 Curie Boulevard, 1006 BRB, Philadelphia, Pennsylvania 19104, USA.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.http://www.sciencedirect.com/science/article/pii/S2667026725000025Human papillomavirusMerkel cell carcinomaRubella granulomascRNA-seqVirome
spellingShingle Linda Zhou
Thomas H. Leung
Detection by Single-Cell RNA Sequencing of Virally Mediated Skin Diseases
JID Innovations
Human papillomavirus
Merkel cell carcinoma
Rubella granuloma
scRNA-seq
Virome
title Detection by Single-Cell RNA Sequencing of Virally Mediated Skin Diseases
title_full Detection by Single-Cell RNA Sequencing of Virally Mediated Skin Diseases
title_fullStr Detection by Single-Cell RNA Sequencing of Virally Mediated Skin Diseases
title_full_unstemmed Detection by Single-Cell RNA Sequencing of Virally Mediated Skin Diseases
title_short Detection by Single-Cell RNA Sequencing of Virally Mediated Skin Diseases
title_sort detection by single cell rna sequencing of virally mediated skin diseases
topic Human papillomavirus
Merkel cell carcinoma
Rubella granuloma
scRNA-seq
Virome
url http://www.sciencedirect.com/science/article/pii/S2667026725000025
work_keys_str_mv AT lindazhou detectionbysinglecellrnasequencingofvirallymediatedskindiseases
AT thomashleung detectionbysinglecellrnasequencingofvirallymediatedskindiseases