ArticleScientific reports2025
Single-cell transcriptomics and spatial validation reveal dysfunction of keratinocytes and NK cells driving acne development.
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.
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.
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.
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Who cites it
3 citing papers in PubMed.
- The CCT6A paradigm: biomarker potential and therapeutic challenges in oncology and beyond.Molecular biology reports · 2026Review
- The journey of bioactive peptides in vivo: cutting-edge advances in absorption, transport, and bioavailability.Bioprocess and biosystems engineering · 2026Review
- Deep learning-driven discovery of anti-metastatic phytochemicals targeting MMP-1 in breast cancer via advanced contrastive learning and structural attention.Molecular diversity · 2026Article
Corrections and comments
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Authors and funding
5 authors.
Funding
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.
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Registered trials
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.