Spatial Transcriptomics Identifies Cellular and Molecular Characteristics of Scleroderma Skin Lesions: Pilot Study in Juvenile Scleroderma.


Journal

International journal of molecular sciences
ISSN: 1422-0067
Titre abrégé: Int J Mol Sci
Pays: Switzerland
ID NLM: 101092791

Informations de publication

Date de publication:
23 Aug 2024
Historique:
received: 12 07 2024
revised: 11 08 2024
accepted: 13 08 2024
medline: 14 9 2024
pubmed: 14 9 2024
entrez: 14 9 2024
Statut: epublish

Résumé

Juvenile localized and systemic scleroderma are rare autoimmune diseases which cause significant disability and morbidity in children. The mechanisms driving juvenile scleroderma remain unclear, necessitating further cellular and molecular level studies. The Visium CytAssist spatial transcriptomics (ST) platform, which preserves the spatial location of cells and simultaneously sequences the whole transcriptome, was employed to profile the histopathological slides from skin lesions of juvenile scleroderma patients. (1) Spatial domains were identified from ST data and exhibited strong concordance with the pathologist's annotations of anatomical structures. (2) The integration of paired ST data and single-cell RNA sequencing (scRNA-seq) from the same patients validated the comparable accuracy of the two platforms and facilitated the estimation of cell type composition in ST data. (3) The pathologist-annotated immune infiltrates, such as perivascular immune infiltrates, were clearly delineated by the ST analysis, underscoring the biological relevance of the findings. This is the first study utilizing spatial transcriptomics to investigate skin lesions in juvenile scleroderma patients. The validity of the ST data was corroborated by gene expression analyses and the pathologist's assessments. Integration with scRNA-seq data facilitated the cell type-level analysis and validation. Analyses of immune infiltrates through combined ST data and pathological review enhances our understanding of the pathogenesis of juvenile scleroderma.

Identifiants

pubmed: 39273131
pii: ijms25179182
doi: 10.3390/ijms25179182
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : NIH HHS
ID : 1R01AR073516-21A1
Pays : United States
Organisme : NIH HHS
ID : 1R01AR078560-21A1
Pays : United States
Organisme : Scleroderma Research Foundation
ID : Spatial Transcriptomics
Organisme : National Scleroderma Foundation
ID : scRNA sequencing localized scleroderma
Organisme : The Nancy Taylor Foundation for Chronic Diseases Inc.
ID : Cytokine profiles in localized scleroderma

Auteurs

Tianhao Liu (T)

Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, 4401 Penn Ave., Pittsburgh, PA 15224, USA.
School of Medicine, Tsinghua University, Beijing 100084, China.

Deren Esencan (D)

Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, 4401 Penn Ave., Pittsburgh, PA 15224, USA.
UPMC Scleroderma Center, University of Pittsburgh, Pittsburgh, PA 15224, USA.

Claudia M Salgado (CM)

Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, 4401 Penn Ave., Pittsburgh, PA 15224, USA.
UMMG Department of Pathology, Miller School of Medicine, Medical Campus, University of Miami, 1550 NW 10th Ave. #118, Miami, FL 33136, USA.

Chongyue Zhao (C)

Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, 4401 Penn Ave., Pittsburgh, PA 15224, USA.

Ying-Ju Lai (YJ)

Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA 15224, USA.

Theresa Hutchins (T)

Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, 4401 Penn Ave., Pittsburgh, PA 15224, USA.
UPMC Scleroderma Center, University of Pittsburgh, Pittsburgh, PA 15224, USA.

Anwesha Sanyal (A)

Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, 4401 Penn Ave., Pittsburgh, PA 15224, USA.
UPMC Scleroderma Center, University of Pittsburgh, Pittsburgh, PA 15224, USA.

Wei Chen (W)

Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, 4401 Penn Ave., Pittsburgh, PA 15224, USA.
Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA 15224, USA.

Kathryn S Torok (KS)

Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, 4401 Penn Ave., Pittsburgh, PA 15224, USA.
UPMC Scleroderma Center, University of Pittsburgh, Pittsburgh, PA 15224, USA.

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Classifications MeSH