Evidence map›Paper›PMID 41476262›Full record

ArticleScientific reports2025

Single-cell transcriptomics and spatial validation reveal dysfunction of keratinocytes and NK cells driving acne development.

Xinheng Wang, Changzhao Gao, Dandan Yang, Jiahui Pan, Rihua Jiang

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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. 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

5 authors.

Xinheng WangDepartment of Dermatology, China-Japan Union Hospital of Jilin University, Changchun, China.
Changzhao GaoDepartment of Radiotherapy, China-Japan Union Hospital of Jilin University, Changchun, China.
Dandan YangExperimental Center of Pathogenobiology Immunology Cytobiology and Genetics, College of Basic Medical Sciences, Jilin University, Changchun, China.
Jiahui PanDepartment of Cell Biology, Harbin Medical University, Harbin, 150081, Heilongjiang, China.
Rihua JiangDepartment of Dermatology, China-Japan Union Hospital of Jilin University, Changchun, China. jiangrh@jlu.edu.cn.

Funding

Natural Science Foundation of Jilin Province YDZJ202301ZYTS506
6 · The paper itself

Abstract

Acne, the most prevalent inflammatory skin condition globally, lacks comprehensive understanding of its cellular and molecular mechanisms. This research integrates single-cell transcriptomics with spatial immunofluorescence to detail cellular composition and functional states in healthy skin, mild acne, and severe acne. Findings indicate that keratinocytes in mild acne secrete antimicrobial peptides and maintain barrier defense, but transition to abnormal differentiation and pathological keratinization in severe acne. Natural killer (NK) cells initially amplify inflammation and activate the immune response, but later become exhausted and apoptotic. This interaction creates a "dual immune-barrier imbalance," driving acne progression. Functional enrichment and pseudo-time analyses demonstrated a strong association between disease severity and TNF, and chemokine signaling pathways, as well as NK cell-mediated cytotoxicity and Wnt/p53-apoptosis pathways. These findings were corroborated by immunofluorescence validation. This study introduces an innovative pathological model that establishes theoretical foundations for early diagnosis and precision interventions, while also outlining future therapeutic strategies centered on "immune-barrier co-regulation." The findings provide essential insights into the pathogenesis of acne and open avenues for investigating novel intervention targets.

Indexed as

Acne VulgarisKeratinocytesKiller Cells, NaturalSingle-Cell AnalysisTranscriptomeAdolescentAdultApoptosisFemaleGene Expression ProfilingHumansMaleSkinYoung AdultAcneImmunofluorescenceSingle-cell transcriptomics

Identifiers

PMID41476262
PMCPMC12858883

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.