Evidence mapPaperPMID 42299690Full record

ArticleMediators of inflammation2026

Integrating Single-Cell Transcriptomics and Mendelian Randomization to Identify RAC1 as a Causal Metabolic Driver of Pericyte Dysfunction in Systemic Sclerosis.

Xiaoqing Wang, Zheng Zhang, Enze Jiang, Mengdi Zhang, Guanglei Hu

Abstract read
In one paragraph

Article in Mediators of inflammation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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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

5 authors.

Xiaoqing WangDepartment of Dermatology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China, shsmu.edu.cn.ORCID https://orcid.org/0000-0002-4399-2746
Zheng ZhangDepartment of Dermatology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China, shsmu.edu.cn.ORCID https://orcid.org/0009-0003-2498-9693
Enze JiangOrthopedic Department (No.1), Jing'an District Zhabei Central Hospital, Shanghai, China.ORCID https://orcid.org/0000-0001-7145-1456
Mengdi ZhangDepartment of General Practice, Puxing Community Health Service Center, Pudong New Area, Shanghai, China.ORCID https://orcid.org/0000-0002-4703-3796
Guanglei HuSchool of Life Sciences, Westlake University, Hangzhou, China, westlake.edu.cn.ORCID https://orcid.org/0009-0009-2266-5592

Funding

National Natural Science Foundation of China 32400808
6 · The paper itself

Abstract

backgroundSystemic sclerosis (SSc) is an autoimmune disease characterized by vascular injury and progressive fibrosis. Although microvascular injury is an inciting event and pericytes are recognized as a major source of myofibroblasts, the precise phenotypic heterogeneity of pericytes in the SSc microenvironment and the genetic mechanisms driving their pathological transition remain elusive.

methodsThis study systematically explored the cellular and genetic basis of pericyte dysfunction by integrating single-cell RNA sequencing (scRNA-seq) data from SSc patients with genome-wide association study (GWAS) data using bidirectional Mendelian randomization (MR) analysis. Pseudotime trajectory analysis was used to reconstruct developmental lineages, while cell-cell communication and metabolic pathway analyses were conducted to uncover underlying mechanisms. Multiomics validation was performed using external bulk RNA-seq datasets.

resultsSingle-cell analysis revealed significant heterogeneity in pericyte subpopulations, specifically identifying a marked expansion of progenitor-like pericytes, which were positioned at the root of the differentiation trajectory toward fibrotic phenotypes. Bidirectional MR analysis identified RAC1 as a significant causal risk factor for SSc (OR = 2.0756, p  = 0.0046). Mechanistically, RAC1-positive pericytes exhibited enhanced proinflammatory crosstalk with macrophages via the MIF-(CD74 + CD44) signaling axis. Furthermore, these activated pericytes displayed distinct metabolic reprogramming, characterized by the upregulation of riboflavin and thiamine metabolism to support their bioenergetic demands. Transcriptomic validation further confirmed the aberrant overexpression of RAC1 in SSc tissues.

conclusionThis study establishes a mechanistic link between RAC1-mediated activation of progenitor-like pericytes and SSc pathogenesis. RAC1 acts as a causal driver promoting pathological pericyte transition and orchestrates a proinflammatory microenvironment through metabolic reprogramming and immune recruitment, offering a novel therapeutic target for SSc.

Indexed as

Mendelian Randomization AnalysisPericytesrac1 GTP-Binding ProteinScleroderma, SystemicGenome-Wide Association StudyHumansSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisTranscriptomerac1 GTP-Binding Protein

Identifiers

PMID42299690
PMCPMC13270254

What Socratic holds

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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.