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Updated: Jun 7, 2025

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Published on: April 19, 2013
Sequence variants associated with BMI affect disease risk through BMI itself.
Gudmundur Einarsson1, Gudmar Thorleifsson1, Valgerdur Steinthorsdottir1
1deCODE genetics/Amgen, Inc., Reykjavik, 102, Iceland.
Mendelian Randomization studies show body mass index (BMI) genetic risk influences disease. This study reveals most disease risks linked to BMI variants are mediated through BMI itself, not other pathways.
Area of Science:
- Genetics
- Epidemiology
- Metabolic Diseases
Background:
- Mendelian Randomization (MR) studies link Body Mass Index (BMI) to numerous diseases.
- The precise mediating pathways for these associations remain incompletely understood.
Purpose of the Study:
- To investigate whether genetic predisposition to higher BMI increases disease risk solely through BMI or via other biological mechanisms.
- To differentiate direct genetic effects on disease from those mediated by BMI.
Main Methods:
- Utilized MR with genetic risk scores for BMI in large population datasets (Icelandic and UK Biobank).
- Examined associations between BMI genetic risk score and various disease outcomes, both unadjusted and conditioned on measured BMI.
- Assessed attenuation of disease risk associations after accounting for BMI's effect.
Main Results:
- Associations between BMI genetic risk score and diseases including fatty liver disease, glucose intolerance, and knee replacement were fully attenuated when conditioned on BMI.
- Significant attenuation was also observed for type 2 diabetes, heart failure, myocardial infarction, atrial fibrillation, and hip replacement.
- Partial attenuation was noted for chronic kidney disease and stroke, with some variability.
Conclusions:
- The findings strongly suggest that the majority of disease risks associated with BMI-related genetic variants are mediated through BMI itself.
- This highlights the potential of BMI reduction as a therapeutic strategy for a wide range of obesity-related conditions.
- Residual effects warrant further investigation into potential pleiotropy, temporal changes in BMI, or other confounding factors.
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