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Investigation of the impact of gynoid fat on steatotic and advanced liver diseases–Genomic and clinical perspectives from a large-scale population cohort

Liu, Zhengye ; Chen, Haotian ; Du, Hanze ; Lin, Guang ; Tu, Tian ; Wan, Ziqi ; Zhao, Nan ; Li, Guanqiao ; Tang, Bowen and Wu, Huilin , et al. (2025) In Clinical Nutrition 55. p.231-241
Abstract

Background and aims: Gynoid fat (hip-thigh subcutaneous adiposity) is metabolically favorable, yet its genetic architecture and impact on liver diseases are unknown. We aimed to identify genetic determinants of gynoid tissue fat percentage (GTFP) and explore their clinical implications to liver disease. Methods: We conducted a genome-wide association study (GWAS) in 37,385 European individuals from the UK Biobank to identify genetic variants associated with GTFP. A polygenic risk score (PRS) was then derived for GTFP. Post-GWAS analyses, including colocalization, transcriptome-wide association studies (TWAS), logistic regression models, and interaction analyses, were employed to assess the impact of GTFP indicated by PRS on alcoholic... (More)

Background and aims: Gynoid fat (hip-thigh subcutaneous adiposity) is metabolically favorable, yet its genetic architecture and impact on liver diseases are unknown. We aimed to identify genetic determinants of gynoid tissue fat percentage (GTFP) and explore their clinical implications to liver disease. Methods: We conducted a genome-wide association study (GWAS) in 37,385 European individuals from the UK Biobank to identify genetic variants associated with GTFP. A polygenic risk score (PRS) was then derived for GTFP. Post-GWAS analyses, including colocalization, transcriptome-wide association studies (TWAS), logistic regression models, and interaction analyses, were employed to assess the impact of GTFP indicated by PRS on alcoholic and non-alcoholic fatty liver disease (NAFLD), metabolic dysfunction associated steatotic liver disease (MASLD), liver fibrosis and liver cancer. Results: Our GWAS identified 18 significant genetic variants that were associated with GTFP. Colocalization and TWAS highlighted shared signals with adipose gene expression at RSPO3, CCND1, and MYEOVet al.Integrative single-cell analysis revealed that candidate genes were mostly enriched in adipogenic progenitors, macrophages, myeloid cells and mature adipocytes. GTFP PRS showed negative correlation with metabolic traits that are crucial for steatotic liver disease development. GTFP PRS was associated with a reduced risk of NAFLD (OR = 0.97 [95 % CI 0.95–0.99], p = 0.017), liver fibrosis (OR = 0.97 [95 % CI 0.94–1.00], p = 0.029) and MASLD defined by either fatty liver index (OR = 0.94 [95 % CI 0.91–0.97], p < 0.001) or liver proton density fat fraction (OR = 0.95 [95 % CI 0.947–0.953], p < 0.001) and the decline of indices reflecting hepatic steatosis in MASLD population. No significant associations were observed for alcoholic liver disease and liver cancer. The restricted cubic spline regression suggested a linear relationship between GTFP PRS and MASLD risk, but not for other liver diseases. GTFP PRS plays stronger effects among individuals with healthier metabolic status and higher physical activity, but were independent of PNPLA3-rs738409 and TM6SF2-rs58542926. Conclusions: We delineate the genetic landscape of gynoid fat and provide evidence that higher GTFP, proxied by PRS, protects against NAFLD, MASLD and liver fibrosis, supporting adipose-targeted strategies for prevention and risk stratification.

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organization
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Contribution to journal
publication status
published
subject
keywords
Genome-wide association study, Gynoid tissue fat percentage, Metabolic dysfunction-associated steatotic liver disease, Polygenic risk score, Post-GWAS, Steatotic liver disease
in
Clinical Nutrition
volume
55
pages
11 pages
publisher
Elsevier
external identifiers
  • pmid:41314110
  • scopus:105024818470
ISSN
0261-5614
DOI
10.1016/j.clnu.2025.11.012
language
English
LU publication?
yes
id
7d3fff06-ddbc-427b-a830-d116b7bad74a
date added to LUP
2026-02-13 09:49:47
date last changed
2026-05-23 00:19:33
@article{7d3fff06-ddbc-427b-a830-d116b7bad74a,
  abstract     = {{<p>Background and aims: Gynoid fat (hip-thigh subcutaneous adiposity) is metabolically favorable, yet its genetic architecture and impact on liver diseases are unknown. We aimed to identify genetic determinants of gynoid tissue fat percentage (GTFP) and explore their clinical implications to liver disease. Methods: We conducted a genome-wide association study (GWAS) in 37,385 European individuals from the UK Biobank to identify genetic variants associated with GTFP. A polygenic risk score (PRS) was then derived for GTFP. Post-GWAS analyses, including colocalization, transcriptome-wide association studies (TWAS), logistic regression models, and interaction analyses, were employed to assess the impact of GTFP indicated by PRS on alcoholic and non-alcoholic fatty liver disease (NAFLD), metabolic dysfunction associated steatotic liver disease (MASLD), liver fibrosis and liver cancer. Results: Our GWAS identified 18 significant genetic variants that were associated with GTFP. Colocalization and TWAS highlighted shared signals with adipose gene expression at RSPO3, CCND1, and MYEOVet al.Integrative single-cell analysis revealed that candidate genes were mostly enriched in adipogenic progenitors, macrophages, myeloid cells and mature adipocytes. GTFP PRS showed negative correlation with metabolic traits that are crucial for steatotic liver disease development. GTFP PRS was associated with a reduced risk of NAFLD (OR = 0.97 [95 % CI 0.95–0.99], p = 0.017), liver fibrosis (OR = 0.97 [95 % CI 0.94–1.00], p = 0.029) and MASLD defined by either fatty liver index (OR = 0.94 [95 % CI 0.91–0.97], p &lt; 0.001) or liver proton density fat fraction (OR = 0.95 [95 % CI 0.947–0.953], p &lt; 0.001) and the decline of indices reflecting hepatic steatosis in MASLD population. No significant associations were observed for alcoholic liver disease and liver cancer. The restricted cubic spline regression suggested a linear relationship between GTFP PRS and MASLD risk, but not for other liver diseases. GTFP PRS plays stronger effects among individuals with healthier metabolic status and higher physical activity, but were independent of PNPLA3-rs738409 and TM6SF2-rs58542926. Conclusions: We delineate the genetic landscape of gynoid fat and provide evidence that higher GTFP, proxied by PRS, protects against NAFLD, MASLD and liver fibrosis, supporting adipose-targeted strategies for prevention and risk stratification.</p>}},
  author       = {{Liu, Zhengye and Chen, Haotian and Du, Hanze and Lin, Guang and Tu, Tian and Wan, Ziqi and Zhao, Nan and Li, Guanqiao and Tang, Bowen and Wu, Huilin and Bai, Xiaoyin and Wang, Qiao Li and Mi, Jiarui}},
  issn         = {{0261-5614}},
  keywords     = {{Genome-wide association study; Gynoid tissue fat percentage; Metabolic dysfunction-associated steatotic liver disease; Polygenic risk score; Post-GWAS; Steatotic liver disease}},
  language     = {{eng}},
  pages        = {{231--241}},
  publisher    = {{Elsevier}},
  series       = {{Clinical Nutrition}},
  title        = {{Investigation of the impact of gynoid fat on steatotic and advanced liver diseases–Genomic and clinical perspectives from a large-scale population cohort}},
  url          = {{http://dx.doi.org/10.1016/j.clnu.2025.11.012}},
  doi          = {{10.1016/j.clnu.2025.11.012}},
  volume       = {{55}},
  year         = {{2025}},
}