Evidence map›Paper›PMID 41025297›Full record

ArticleZhejiang da xue xue bao. Yi xue ban = Journal of Zhejiang University. Medical sciences2025

[Single-cell transcriptomic analysis reveals immune dysregula-tion and macrophage reprogramming in diabetic foot ulcers].

Chunli Huang, Yu Jiang, Wei Jiao, Ying Sui, Chunlei Wang, Yongtao Su

Abstract readEnglish Abstract
In one paragraph

Article in Zhejiang da xue xue bao. Yi xue ban = Journal of Zhejiang University. Medical sciences, 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

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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. Article
  2. Review
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

6 authors.

Chunli HuangSchool of Clinical Medicine, Shandong Second Medical University, Weifang 261053, Shandong Province, China. sunnyrabbit168@163.com.
Yu JiangSchool of Clinical Medicine, Shandong Second Medical University, Weifang 261053, Shandong Province, China.
Wei JiaoInstitute of Tissue Regeneration and Wound Repair, Shandong University of Traditional Chinese Medicine, Jinan 250355, China.
Ying SuiInstitute of Tissue Regeneration and Wound Repair, Shandong University of Traditional Chinese Medicine, Jinan 250355, China.
Chunlei WangDepartment of Burn Dermatology, PKUCare Luzhong Hospital, Zibo 255400, Shandong Province, China.
Yongtao SuInstitute of Tissue Regeneration and Wound Repair, Shandong University of Traditional Chinese Medicine, Jinan 250355, China. yongtaosu@126.com.

Funding

Tradi-tional Chinese Medicine Science and Technology Project of Shandong Province (M20241812)
6 · The paper itself

Abstract

objectivesTo elucidate the underlying mechanisms of macrophage-mediated inflammation and tissue injury in diabetic foot ulcer (DFU).

methodsSkin tissue samples were collected from patients with DFU and with non-DFU. A total of 79 272 high-quality cell transcriptomes were obtained using single-cell RNA sequencing. An unbiased clustering approach was employed to identify cell subpopulations. Seurat functions were used to identify differentially expressed genes between DFU and non-DFU groups, and gene ontology (GO) enrichment analysis was used to reveal gene function. Furthermore, cell-cell communication network construction and ligand-receptor interaction analysis were performed to reveal the mechanisms underlying cellular interactions and signaling regulation in the DFU microenvironment from multiple perspectives.

resultsThe results revealed a significant expansion of myeloid cells in DFU tissues, alongside a marked reduction in structural cells such as endothelial cells, epithelial cells, and smooth muscle cells. Major cell types underwent functional reprogramming, characterized by immune activation and impaired tissue remodeling. Specifically, macrophages in DFU skin tissues exhibited a shift toward a pro-inflammatory M1 phenotype, with upregulation of genes associated with inflammation and oxidative stress. Cell communication analysis further demonstrated that M1 macrophages served as both primary signal receivers and influencers in the COMPLEMENT pathway mediated communication network, and as key signal senders and mediators in the secreted phosphoprotein 1 (SPP1) pathway mediated communication network, actively shaping the inflammatory microenvironment. Key ligand-receptor interactions driving macrophage signaling were identified, including C3-(ITGAM+ITGB2) and SPP1-CD44.

conclusionsThis study establishes a comprehensive single-cell atlas of DFU, revealing the role of macrophage-driven cellular networks in chronic inflammation and impaired healing. These findings may offer potential novel therapeutic targets for DFU treatment.

Indexed as

Diabetic FootMacrophagesSingle-Cell AnalysisTranscriptomeCell CommunicationCellular ReprogrammingGene Expression ProfilingHumansInflammationSignal TransductionSkinDiabetic foot ulcerImmune activationMacrophageSingle-cell RNA sequencingTissue remodeling

Identifiers

PMID41025297
PMCPMC12571704

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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.