| Title: | Discrepancy Between Genetically Predicted and Observed BMI Predicts Incident Type 2 Diabetes. |
| Journal: | Diabetes Care |
| Published: | 13 Aug 2024 |
| Pubmed: | https://pubmed.ncbi.nlm.nih.gov/39137145/ |
| DOI: | https://doi.org/10.2337/dc24-0879 |
Publication 13008
WARNING: the interactive features of this website use CSS3, which your browser does not support. To use the full features of this website, please update your browser.
Abstract
OBJECTIVE: Obesity is a key predictor of type 2 diabetes (T2D). However, metabolic complications are not solely due to increased BMI. We hypothesized that differences between genetically predicted BMI and observed BMI (BMI-diff) could reflect deviation from individual set point and may predict incident T2D.</p>
RESEARCH DESIGN AND METHODS: From the UK Biobank cohort, we selected participants of European ancestry without T2D (n = 332,154). The polygenic risk score for BMI was calculated via Bayesian regression and continuous shrinkage priors (PRS-CS). According to the BMI-diff, the 10-year risk of T2D was assessed using multivariable Cox proportional hazards model. Independent data from the Korean Genome and Epidemiology Study (KoGES) cohort from South Korea (n = 7,430) were used for replication.</p>
RESULTS: Participants from the UK Biobank were divided into train (n = 268,041) and test set (n = 115,119) to establish genetically predicted BMI. In the test set, the genetically predicted BMI explained 7.1% of the variance of BMI, and there were 3,599 T2D cases (3.1%) during a 10-year follow-up. Participants in the higher quintiles of BMI-diff (more obese than genetically predicted) had significantly higher risk of T2D than those in the lowest quintile after adjusting for observed BMI: the adjusted hazard ratio of the 1st quintile (vs. 5th quintile) was 1.61 (95% CI, 1.26-2.05, P < 0.001). Results were consistent among individuals in the KoGES study. Moreover, higher BMI than predicted was associated with impaired insulin sensitivity.</p>
CONCLUSIONS: Having a higher BMI than genetically predicted is associated with an increased risk of T2D. These findings underscore the potential to reassess T2D risk based on individual levels of obesity using genetic thresholds for BMI.</p>
10 Keywords
- Adult
- Aged
- Body Mass Index
- Diabetes Mellitus, Type 2
- Female
- Humans
- Male
- Middle Aged
- Obesity
- United Kingdom
6 Authors
- Tae-Min Rhee
- Jaewon Choi
- Hyunsuk Lee
- Jordi Merino
- Jun-Bean Park
- Soo Heon Kwak
1 Application
| Application ID | Title |
|---|---|
| 44196 | The role of genetic, environmental factors and their interactions in the development of diabetes and its related health conditions under different ethnicity: comparison of East Asians and Europeans |
Enabling scientific discoveries that improve human health