BMI inadequately mediates the relationship between polygenic risk of adiposity and early onset type 2 diabetes in south Asians
Orazumbekova, B.; Zollner, J.; Hodgson, S.; Bigossi, M.; Samuel, M.; Finer, S.; Mathur, R.; K Siddiqui, M.
Show abstract
AimsWe investigated the relationship between polygenic score (PGS) for BMI and other adiposity PGS with age at type 2 diabetes onset in white European (EUR) and south Asian (SAS) ancestries, and the mediating role of BMI. MethodsIn this retrospective study, using polygenic score (PGS) for BMI, clinically measured BMI and age at type 2 diabetes onset, we conducted mediation analysis separately for SAS (n=3,901, Genes & Health) and EUR (n=729, UK Biobank) aged 40 years or older. For SAS, we also used multivariable linear regression with backward selection to identify the best adiposity PGS (waist circumference (WC), waist-to-hip ratio (WHR), visceral adipose tissue (VAT), body fat (BF), trunk fat (TF) and gluteofemoral fat (GFAT), hand-grip strength (HGS)) predicting age at type 2 diabetes onset. ResultsA one SD increment in BMI-PGS was associated with earlier type 2 diabetes onset by -0.73 years (95%CI -1.01; -0.45) in SAS and -0.57 years (95%CI -1.05; -0.08) in EUR. BMI fully mediated the PGS effect in EUR (100%) and only partially in SAS (28%). Alongside BMI-PGS, WC-PGS and TF-PGS were good at discriminating measured BMI, WC and WHTR in SAS and were correlated with BMI-PGS. Other best predictors of early onset type 2 diabetes in SAS were WC-PGS, WHR-PGS, BF-PGS and GFAT-PGS, which differed between SAS subgroups and by sex. ConclusionsThese findings underscore the importance of incorporating adiposity-related genetics in predicting type 2 diabetes onset among SAS and demonstrate the limitations of using BMI alone to capture associated risk, particularly in diverse populations with typically lower BMI. Research in contextWhat is already known about this subject? O_LISouth Asians develop type 2 diabetes, on average, a decade earlier than white Europeans and at lower BMI levels. C_LIO_LIThe well-established association between BMI and type 2 diabetes risk in white Europeans is more complex in south Asians, who have different patterns of adipose tissue distribution that are not well reflected in BMI. C_LIO_LIThe contribution of adiposity-related polygenic scores (PGS) to type 2 diabetes onset has not been examined across ancestries. C_LI What is the key question? O_LIWhat is the association between adiposity PGS and type 2 diabetes onset across ancestries, what how much of this effect is mediated by BMI? C_LI What are the new findings? O_LIHigher BMI-PGS is associated with earlier type 2 diabetes onset in both south Asians and white Europeans; this relationship is fully mediated by BMI in white Europeans but only partially in south Asians. C_LIO_LIOther PGS for central adiposity are significant predictors of early type 2 diabetes onset and central adiposity anthropometrics in south Asians. C_LI How might this impact on clinical practice in the foreseeable future? O_LIThese findings highlight the importance of incorporating adiposity-related genetics in predicting type 2 diabetes onset in diverse populations and underscore the need to move beyond BMI when assessing metabolic risk and potentially evaluating the effectiveness of interventions. C_LI
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Birth weight, BMI in adulthood and latent autoimmune diabetes in adults: A Mendelian randomization study 97%
- Young onset diabetes in Asian Indians is associated with lower measured and genetically determined beta-cell function: an INSPIRED study 96%
- Role of Weight Loss Induced Prediabetes Remission in the Prevention of Type 2 Diabetes – Time to Improve Diabetes Prevention 95%
Similar papers in this journal
- Early metabolic features of genetic liability to type 2 diabetes: cohort study with repeated metabolomics across early life 97%
- Poor in-utero growth, reduced beta cell secretion and high plasma glucose in childhood are harbingers of glucose intolerance in young Indians 96%
- Relation of incident Type 1 diabetes to recent COVID-19 infection: cohort study using e-health record linkage in Scotland 94%
Similar papers in this journal
- Associations of genetic scores for birth weight with newborn size and later Anthropometric traits and cardiometabolic risk markers in South Asians 94%
- Genome-Wide Association Meta-Analysis Using a Recessive Model Illuminates Genetic Architecture of Type 2 Diabetes 93%
- Plasma proteomic signatures of adiposity are associated with cardiovascular risk factors and type 2 diabetes risk in a multi-ethnic Asian population 93%
Similar papers in this journal
Similar papers in this journal
- CREBRF missense variant rs373863828 has both direct and indirect effects on type 2 diabetes and fasting glucose in Polynesians living in Samoa and Aotearoa New Zealand 97%
- A plasma metabolite score of three eicosanoids predicts incident type 2 diabetes – a prospective study in three independent cohorts 95%
- Ethnic differences in the manifestation of early-onset type 2 diabetes 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.