Shared genetic architecture between PMOS and MASLD: a transcriptome-wide association study prioritizes candidate hepatic genes

Polyendocrine metabolic ovarian syndrome (PMOS) and metabolic dysfunction-associated steatotic liver disease (MASLD) are highly prevalent metabolic disorders that frequently co-occur, yet their shared genetic underpinnings remain poorly understood. We integrated genome-wide association study summary statistics to explore the genetic architecture among PMOS, testosterone (T), free androgen index (FAI), and MASLD. Liver-based transcriptome-wide association studies (TWAS) were performed to identify genes whose genetically predicted expression was associated with androgen-related traits, followed by co-localisation analysis to prioritise candidate genes sharing genetic signals with MASLD. Functional annotation and pathway enrichment analyses were conducted to characterise relevant biological processes, and a prenatal androgen (PNA)-induced mouse model was used to evaluate the candidate gene in vivo. Genetic correlation analysis revealed significant shared heritability between MASLD and androgen-related traits, while conditional Q-Q plots demonstrated non-random enrichment of MASLD-associated variants among androgen-associated loci. We also identified a novel FAI-associated locus on chromosome 5, further supporting shared genetic architecture of between androgen-related traits and MASLD. Liver-based TWAS followed by colocalisation analysis prioritised nine genes, among which integrative analyses highlighted KPNB1 as the leading candidate, supported by in vivo evidence that hepatic Kpnb1 upregulation accompanied steatosis and dyslipidaemia in PNA mice. Our findings advance understanding of the shared genetic architecture between PMOS and MASLD and prioritise KPNB1 as a biologically supported candidate linking androgen dysregulation to hepatic lipid metabolism. These results reinforce PMOS as a multisystem metabolic disorder and provide new molecular insights into the increased burden of MASLD among affected women.

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Publication Details

Journal
Human Genomics
Published
2026-09-15
DOI
https://doi.org/10.1186/s40246-026-01028-4
Primary Topic
Ovarian function and disorders
Type
article
Field-Weighted Citation Impact
0.00

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article

Shared genetic architecture between PMOS and MASLD: a transcriptome-wide association study prioritizes candidate hepatic genes

Hongxia Ma, Guowei Xue, Shuting Ning, Juan Li et al.
Human Genomics
Ovarian function and disorders
article

Shared genetic architecture between PMOS and MASLD: a transcriptome-wide association study prioritizes candidate hepatic genes

Hongxia Ma, Guowei Xue, Shuting Ning, Juan Li, Ze Wang, Min Hu, Shumin Li, Enting Ji, Yao Lu
article en

Abstract

Polyendocrine metabolic ovarian syndrome (PMOS) and metabolic dysfunction-associated steatotic liver disease (MASLD) are highly prevalent metabolic disorders that frequently co-occur, yet their shared genetic underpinnings remain poorly understood. We integrated genome-wide association study summary statistics to explore the genetic architecture among PMOS, testosterone (T), free androgen index (FAI), and MASLD. Liver-based transcriptome-wide association studies (TWAS) were performed to identify genes whose genetically predicted expression was associated with androgen-related traits, followed by co-localisation analysis to prioritise candidate genes sharing genetic signals with MASLD. Functional annotation and pathway enrichment analyses were conducted to characterise relevant biological processes, and a prenatal androgen (PNA)-induced mouse model was used to evaluate the candidate gene in vivo. Genetic correlation analysis revealed significant shared heritability between MASLD and androgen-related traits, while conditional Q-Q plots demonstrated non-random enrichment of MASLD-associated variants among androgen-associated loci. We also identified a novel FAI-associated locus on chromosome 5, further supporting shared genetic architecture of between androgen-related traits and MASLD. Liver-based TWAS followed by colocalisation analysis prioritised nine genes, among which integrative analyses highlighted KPNB1 as the leading candidate, supported by in vivo evidence that hepatic Kpnb1 upregulation accompanied steatosis and dyslipidaemia in PNA mice. Our findings advance understanding of the shared genetic architecture between PMOS and MASLD and prioritise KPNB1 as a biologically supported candidate linking androgen dysregulation to hepatic lipid metabolism. These results reinforce PMOS as a multisystem metabolic disorder and provide new molecular insights into the increased burden of MASLD among affected women.

Human Genomics
Guangzhou University of Chinese Medicine (CN), Sun Yat-sen University (CN), Guangzhou University (CN), Third Affiliated Hospital of Guangzhou Medical University (CN), First Affiliated Hospital of Guangzhou Medical University (CN), Institut de Médecine de la Reproduction (FR), Sun Yat-sen University Cancer Center (CN), Traditional Chinese Medicine Bureau of Guangdong Province (CN), Guangzhou Medical University (CN)
National Natural Science Foundation of China
Good health and well-being
Openalex Percentile: Top 9%
Ovarian function and disorders
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