{"title":"Cross-ancestry discovery of genetic risk variants for lean metabolic dysfunction-associated steatotic liver disease.","authors":"Shan-Wei Hsu, Min-Rou Lin, Wan-Hsuan Chou, Yu-Jui Yvonne Wan, Wei-Yu Kao, Wei-Chiao Chang","doi":"10.1186/s13578-025-01469-9","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The presence of metabolic dysfunction-associated steatotic liver disease (MASLD) in lean patients challenges the traditional association between fatty liver and obesity. While genome-wide association studies (GWAS) have identified key genetic variants linked to hepatic steatosis, most have focused on Western obese populations and were based on the former non-alcoholic fatty liver disease (NAFLD) criteria. Genetic studies targeting lean MASLD, particularly among the Taiwan Han Chinese population, remain limited. This study addresses this knowledge gap by investigating the genetic architecture of lean MASLD in a Taiwan Han Chinese cohort.</p><p><strong>Methods: </strong>We analyzed data from the Taiwan Biobank, integrating genomic data with abdominal ultrasound findings to define lean MASLD cases with BMI less than 23. A total of 1,720 lean MASLD individuals and 5,331 lean controls were included. A metabolic risk score ranging from 1 to 5 was calculated for each participant, reflecting the number of metabolic criteria met for MASLD classification. GWAS was conducted using logistic regression, adjusting for age, sex, and top 10 principal components. Conditional analyses were used to identify independent signals. Significant variants were replicated using data in the All of Us Research Program (1,017 lean MASLD and 1,553 lean healthy).</p><p><strong>Results: </strong>Lean MASLD patients exhibited significantly worse metabolic profiles than lean controls. GWAS identified 47 genome-wide significant variants, predominantly in PNPLA3 and SAMM50, with rs9625962 in PNPLA3 emerging as the most significant and independent variant. These associations were replicated in the All of Us lean MASLD cohort, affirming their cross-population relevance. Notably, the C allele of rs9625962 increased the risk of MASLD in both lean and non-lean individuals. In the lean MASLD group, fibrosis risk scores (FIB-4 and NFS) positively correlated with the metabolic risk scores.</p><p><strong>Conclusion: </strong>This study identified significant associations between genetic variants in PNPLA3 and SAMM50 and lean MASLD in the Taiwan Han Chinese population. The variant rs9625962 exhibited pleiotropic effects, contributing to MASLD regardless of BMI category, triglyceride levels, and liver function profiles. The replication of all significant variants in the All of Us dataset underscores the robustness and generalizability of our findings. These results highlight the importance of genetic factors in lean MASLD pathogenesis and support further investigation into gene-environment interactions.</p>","PeriodicalId":49095,"journal":{"name":"Cell and Bioscience","volume":"15 1","pages":"131"},"PeriodicalIF":6.2000,"publicationDate":"2025-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12492509/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cell and Bioscience","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1186/s13578-025-01469-9","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: The presence of metabolic dysfunction-associated steatotic liver disease (MASLD) in lean patients challenges the traditional association between fatty liver and obesity. While genome-wide association studies (GWAS) have identified key genetic variants linked to hepatic steatosis, most have focused on Western obese populations and were based on the former non-alcoholic fatty liver disease (NAFLD) criteria. Genetic studies targeting lean MASLD, particularly among the Taiwan Han Chinese population, remain limited. This study addresses this knowledge gap by investigating the genetic architecture of lean MASLD in a Taiwan Han Chinese cohort.
Methods: We analyzed data from the Taiwan Biobank, integrating genomic data with abdominal ultrasound findings to define lean MASLD cases with BMI less than 23. A total of 1,720 lean MASLD individuals and 5,331 lean controls were included. A metabolic risk score ranging from 1 to 5 was calculated for each participant, reflecting the number of metabolic criteria met for MASLD classification. GWAS was conducted using logistic regression, adjusting for age, sex, and top 10 principal components. Conditional analyses were used to identify independent signals. Significant variants were replicated using data in the All of Us Research Program (1,017 lean MASLD and 1,553 lean healthy).
Results: Lean MASLD patients exhibited significantly worse metabolic profiles than lean controls. GWAS identified 47 genome-wide significant variants, predominantly in PNPLA3 and SAMM50, with rs9625962 in PNPLA3 emerging as the most significant and independent variant. These associations were replicated in the All of Us lean MASLD cohort, affirming their cross-population relevance. Notably, the C allele of rs9625962 increased the risk of MASLD in both lean and non-lean individuals. In the lean MASLD group, fibrosis risk scores (FIB-4 and NFS) positively correlated with the metabolic risk scores.
Conclusion: This study identified significant associations between genetic variants in PNPLA3 and SAMM50 and lean MASLD in the Taiwan Han Chinese population. The variant rs9625962 exhibited pleiotropic effects, contributing to MASLD regardless of BMI category, triglyceride levels, and liver function profiles. The replication of all significant variants in the All of Us dataset underscores the robustness and generalizability of our findings. These results highlight the importance of genetic factors in lean MASLD pathogenesis and support further investigation into gene-environment interactions.
背景:瘦人代谢功能障碍相关脂肪变性肝病(MASLD)的存在挑战了传统的脂肪肝和肥胖之间的联系。虽然全基因组关联研究(GWAS)已经确定了与肝脂肪变性相关的关键遗传变异,但大多数研究都集中在西方肥胖人群身上,并且是基于以前的非酒精性脂肪性肝病(NAFLD)标准。针对瘦型MASLD的遗传学研究,特别是在台湾汉族人群中,仍然有限。本研究通过调查台湾汉族群体的精益MASLD遗传结构来解决这一知识缺口。方法:我们分析了台湾生物银行的数据,结合基因组数据和腹部超声检查结果来定义BMI小于23的瘦弱MASLD病例。总共包括1720名精益MASLD个体和5331名精益对照组。计算每位参与者的代谢风险评分,评分范围从1到5,反映了符合MASLD分类的代谢标准的数量。GWAS采用logistic回归,调整了年龄、性别和前10位主成分。条件分析用于识别独立信号。使用我们所有人研究计划(1017名精益MASLD和1553名精益健康)的数据复制了显著的变异。结果:瘦弱MASLD患者的代谢谱明显比瘦弱对照组差。GWAS鉴定出47个全基因组显著变异,主要在PNPLA3和SAMM50中,其中PNPLA3中的rs9625962是最显著和最独立的变异。这些关联在All of Us lean MASLD队列中得到了重复,证实了它们的跨人群相关性。值得注意的是,rs9625962的C等位基因增加了精瘦和非精瘦个体的MASLD风险。在消瘦MASLD组中,纤维化风险评分(FIB-4和NFS)与代谢风险评分呈正相关。结论:本研究确定了台湾汉族人群PNPLA3和SAMM50基因变异与轻度MASLD之间的显著相关性。变异rs9625962表现出多效性,无论BMI类别、甘油三酯水平和肝功能谱如何,都可能导致MASLD。我们所有人数据集中所有重要变异的复制强调了我们研究结果的稳健性和普遍性。这些结果强调了遗传因素在精益MASLD发病机制中的重要性,并支持进一步研究基因与环境的相互作用。
期刊介绍:
Cell and Bioscience, the official journal of the Society of Chinese Bioscientists in America, is an open access, peer-reviewed journal that encompasses all areas of life science research.