Evidence map›Paper›PMID 41350567›Full record

ArticleScientific reports2025

Single‑cell RNA sequencing reveals fibroblast heterogeneity and identifies CLOCK as a key regulator in fibrotic skin diseases.

Yue Li, Changmin Li, Wei Liu, Tianbao Gao, Qin Liu, Ling Yang, Songtao Li, Rui Tang, Lei Yang

Abstract read
In one paragraph

Article in Scientific reports, 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. Article
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.

Yue Li *Institute of Burn Research, PLA, State Key Laboratory of Trauma, Burn and Combined Injury, The First Affiliated Hospital of Third Military Medical University (Army Medical University), Chongqing, People's Republic of China.
Changmin Li *Institute of Burn Research, PLA, State Key Laboratory of Trauma, Burn and Combined Injury, The First Affiliated Hospital of Third Military Medical University (Army Medical University), Chongqing, People's Republic of China.
Wei Liu *Institute of Burn Research, PLA, State Key Laboratory of Trauma, Burn and Combined Injury, The First Affiliated Hospital of Third Military Medical University (Army Medical University), Chongqing, People's Republic of China.
Tianbao GaoAnalysis Center, College of Basic Medical Sciences, Third Military Medical University (Army Medical University), Chongqing, People's Republic of China.
Qin LiuAnalysis Center, College of Basic Medical Sciences, Third Military Medical University (Army Medical University), Chongqing, People's Republic of China.
Ling YangInstitute of Burn Research, PLA, State Key Laboratory of Trauma, Burn and Combined Injury, The First Affiliated Hospital of Third Military Medical University (Army Medical University), Chongqing, People's Republic of China.
Songtao LiOsteopaedic department, No.924 Hospital of PLA, Guilin, Guangxi, People's Republic of China. thoughtli@sina.com.
Rui TangOutpatient department, The First Affiliated Hospital of Third Military Medical University (Army Medical University), Chongqing, People's Republic of China. 609687407@qq.com.
Lei YangInstitute of Burn Research, PLA, State Key Laboratory of Trauma, Burn and Combined Injury, The First Affiliated Hospital of Third Military Medical University (Army Medical University), Chongqing, People's Republic of China. yanglei1206@tmmu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Fibrosis, characterized by excessive extracellular matrix (ECM) accumulation and fibroblast proliferation, significantly contributes to global morbidity and mortality, affecting millions worldwide. Despite its prevalence, the mechanisms underlying fibrotic skin diseases remain poorly understood, and effective treatments are scarce. This study leverages single-cell RNA sequencing (scRNA-seq) to unravel the heterogeneity of fibroblasts in fibrotic skin diseases, including normal skin, scar, keloid, and scleroderma. Through comprehensive analysis of scRNA-seq data from public repositories, we identified distinct fibroblast subpopulations specific to each fibrotic condition. Notably, pivotal regulators for each sub-fibroblast cluster were discovered: IRF4 for scar, CLOCK for keloid, RUNX3 for scleroderma, and HOXC4 for normal skin. Further, CLOCK was found to be predominantly expressed in keloid tissues, with its upregulation enhancing fibroblast proliferation and migration in vitro. Analysis of The Cancer Genome Atlas (TCGA) data revealed that CLOCK and its regulon genes were upregulated in skin cutaneous melanoma and even more so in metastatic tumors. Our findings underscore the utility of scRNA-seq in dissecting the cellular complexity of fibrotic skin diseases and highlight potential therapeutic targets. This study not only advances our understanding of fibroblast heterogeneity in fibrosis but also opens avenues for targeted therapeutic strategies, moving closer to personalized medicine for fibrotic diseases.

Indexed as

CLOCK ProteinsFibroblastsSingle-Cell AnalysisSkin DiseasesCell ProliferationFibrosisHumansKeloidSequence Analysis, RNASkinCLOCK ProteinsClockFibroblast heterogeneityFibrosisMigrationSingle-cell RNA sequencing

Identifiers

PMID41350567
PMCPMC12779643

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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 OpenQuestion graph.