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December 1, 2024Nature Medicine122 citationsOpen Access

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

OJOveis JamialahmadiAVAntonio De VincentisFTFederica Tavaglione

Structured PICO

Do partitioned polygenic risk scores identify distinct types of MASLD with differing risks for liver and cardiometabolic disease?

P
Population
Individuals assessed for genetic loci associated with metabolic dysfunction-associated steatotic liver disease (MASLD), including a discovery cohort (n=36,394) and four independent replication cohorts (n=3,903).
I
Intervention
Partitioned polygenic risk scores based on the presence of lipoprotein retention in the liver
O
Outcome
Identification of distinct types of MASLD and their association with liver disease severity and cardiometabolic disease risksurrogate

Partitioned polygenic risk scores can differentiate between MASLD subtypes that are either confined to the liver or systemic with higher cardiometabolic risk, potentially informing precision medicine approaches.

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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Cite This Study

Jamialahmadi et al. (2024) studied this question.

synapsesocial.com/papers/6a045e66a1e0da39c47e826fhttps://doi.org/10.1038/s41591-024-03284-0
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