Single-Locus, Interaction, and Functional Pathway Analyses of Acne Severity in a 60-SNP Panel

Acne vulgaris is a multifactorial disease with high heritability, but the genetic determinants of severity remain incompletely defined. This study evaluated 650 individuals genotyped with a 60-single-nucleotide polymorphism (SNP) panel covering immune, lipid, endocrine, and barrier pathways. Acne severity was graded as 1 (n = 193), 2–3 (n = 383), or 4 (n = 74). Single-SNP analysis highlighted associations in loci such as LHCGR (rs13405728), TGF-β2 (rs1159268), FST (rs38055), WNT10A (rs74333950), PIK3R1 (rs10515088), and THADA (rs13429458) and barrier-related variants (FLG, FLG-AS1). Epistasis analysis of 44 quality-controlled SNPs revealed 190 significant interactions (false discovery rate, FDR ≤ 0.10), with TLR4 as the main hub (degree = 22), bridging immune (IL10, TNF), lipid (PNPLA3, APOE), and barrier (FLG-AS1, OVOL1) genes. Polygenic risk scoring (PRS) showed a monotonic increase across severity grades, with Grade 4 displaying higher median scores (0.319) compared to Grade 1 (−0.129) and Grades 2–3 (0.034). Discrimination was modest but consistent (AUC: 0.661 for Grade 4 vs. 1; 0.662 vs. 2–3; 0.679 vs. all others). These results support a framework where microbial sensing, lipid metabolism, and barrier function converge to drive severe acne, underscoring the potential of genetic profiling for risk stratification and precision therapy.

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Publication Details

Journal
Cosmetics
Published
2025-10-02
DOI
https://doi.org/10.3390/cosmetics12050217
Primary Topic
Acne and Rosacea Treatments and Effects
Type
article
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article

Single-Locus, Interaction, and Functional Pathway Analyses of Acne Severity in a 60-SNP Panel

Laura Vila-Vecilla, Valentina Russo, Caroline Brandão Chiovatto, Ana Guerrero et al.
Cosmetics
Acne and Rosacea Treatments and Effects
article

Single-Locus, Interaction, and Functional Pathway Analyses of Acne Severity in a 60-SNP Panel

Laura Vila-Vecilla, Valentina Russo, Caroline Brandão Chiovatto, Ana Guerrero, Gustavo Torres de Souza, Lorena Madrigal
article en

Abstract

Acne vulgaris is a multifactorial disease with high heritability, but the genetic determinants of severity remain incompletely defined. This study evaluated 650 individuals genotyped with a 60-single-nucleotide polymorphism (SNP) panel covering immune, lipid, endocrine, and barrier pathways. Acne severity was graded as 1 (n = 193), 2–3 (n = 383), or 4 (n = 74). Single-SNP analysis highlighted associations in loci such as LHCGR (rs13405728), TGF-β2 (rs1159268), FST (rs38055), WNT10A (rs74333950), PIK3R1 (rs10515088), and THADA (rs13429458) and barrier-related variants (FLG, FLG-AS1). Epistasis analysis of 44 quality-controlled SNPs revealed 190 significant interactions (false discovery rate, FDR ≤ 0.10), with TLR4 as the main hub (degree = 22), bridging immune (IL10, TNF), lipid (PNPLA3, APOE), and barrier (FLG-AS1, OVOL1) genes. Polygenic risk scoring (PRS) showed a monotonic increase across severity grades, with Grade 4 displaying higher median scores (0.319) compared to Grade 1 (−0.129) and Grades 2–3 (0.034). Discrimination was modest but consistent (AUC: 0.661 for Grade 4 vs. 1; 0.662 vs. 2–3; 0.679 vs. all others). These results support a framework where microbial sensing, lipid metabolism, and barrier function converge to drive severe acne, underscoring the potential of genetic profiling for risk stratification and precision therapy.

CosmeticsVol. 12(5)
Universidade de São Paulo (BR), São Paulo State Technological College (BR), Oryzon Genomics (Spain) (ES)
Openalex Percentile: Top 53%
Acne and Rosacea Treatments and Effects
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Single-Locus, Interaction, and Functional Pathway Analyses of Acne Severity in a 60-SNP Panel — Laura Vila-Vecilla, Valentina Russo, et al. · Cosmetics (2025) | TGRS Research Map | TGRS