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Type 2 Diabetes and Adiposity Induce Different Lipid Profile Disorders: A Mendelian Randomization Analysis
Ningjian Wang1, Jing Cheng1, Zhiyuan Ning1
1Institute and Department of Endocrinology and Metabolism, Shanghai Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China.
Type 2 diabetes and obesity causally influence lipid profiles. Genetically determined diabetes increases total cholesterol and LDL cholesterol, while higher BMI reduces HDL cholesterol and increases triglycerides.
Area of Science:
- Genetics and Epidemiology
- Metabolic Diseases
- Cardiovascular Health
Background:
- Type 2 diabetes and obesity frequently coexist, creating challenges in determining their independent effects on hyperlipidemia.
- Reverse causation and confounding factors complicate the understanding of diabetes and obesity's impact on lipid profiles.
Purpose of the Study:
- To investigate the causal relationships between type 2 diabetes, adiposity (measured by BMI), and various lipid profiles.
- To utilize Mendelian randomization to disentangle the independent effects of diabetes and obesity on lipid levels.
Main Methods:
- Employed Mendelian randomization analyses with genetic risk scores as instrumental variables.
- Analyzed data from 9798 participants across 23 sites in East China (2014-2016).
- Assessed causal effects on total cholesterol, HDL-C, LDL-C, and triglycerides (TGs).
Main Results:
- Genetically determined type 2 diabetes showed a significant positive causal effect on total cholesterol (βIV=0.130) and LDL-C (βIV=0.125).
- A 10 kg/m² increase in genetically determined BMI had a significant negative causal effect on HDL-C (βIV=-0.409) and a positive effect on TGs (βIV=0.227).
- No significant causal effects were observed for diabetes on HDL-C or TGs, nor for BMI on LDL-C.
Conclusions:
- This Mendelian randomization study provides evidence for biologically plausible causal links between type 2 diabetes and specific lipid components.
- Adiposity, as indicated by BMI, demonstrates causal effects on HDL-C and triglycerides, independent of diabetes.
- The findings support distinct causal pathways through which diabetes and obesity impact lipid metabolism.
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