Partitioned polygenic risk scores identify distinct types of metabolic dysfunction-associated steatotic liver disease

疾病 肝硬化 肝病 代谢综合征 医学 多基因风险评分 流行病学 动脉粥样硬化性心血管疾病 维加维斯 脂肪肝 生物信息学 生物 内科学 遗传学 肥胖 基因 基因型 单核苷酸多态性
作者
Oveis Jamialahmadi,Antonio De Vincentis,Federica Tavaglione,Francesco Malvestiti,Ruifang Li‐Gao,Rosellina Margherita Mancina,Marcus Alvarez,Kyla Gelev,Samantha Maurotti,Umberto Vespasiani‐Gentilucci,Frits R. Rosendaal,Julia Kozlitina,Päivi Pajukanta,François Pattou,Luca Valenti,Stefano Romeo
出处
期刊:Nature Medicine [Nature Portfolio]
被引量:10
标识
DOI:10.1038/s41591-024-03284-0
摘要

Abstract Metabolic dysfunction-associated steatotic liver disease (MASLD) is characterized by an excess of lipids, mainly triglycerides, in the liver and components of the metabolic syndrome, which can lead to cirrhosis and liver cancer. While there is solid epidemiological evidence that MASLD clusters with cardiometabolic disease, several leading genetic risk factors for MASLD do not increase the risk of cardiovascular disease, suggesting no causal relationship between MASLD and cardiometabolic derangement. In this work, we leveraged measurements of visceral adiposity identifying 27 previously unknown genetic loci associated with MASLD ( n = 36,394), six replicated in four independent cohorts ( n = 3,903). Next, we generated two partitioned polygenic risk scores based on the presence of lipoprotein retention in the liver. The two polygenic risk scores suggest the presence of at least two distinct types of MASLD, one confined to the liver resulting in a more aggressive liver disease and one that is systemic and results in a higher risk of cardiometabolic disease. These findings shed light on the heterogeneity of MASLD and have the potential to improve the prediction of clinical trajectories and inform precision medicine approaches.
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