Associations of phospholipid fatty acids with incidence of type 2 diabetes: a CARRS nested case-control study Open Access
Zia ul Haq, Muhammad (Fall 2021)
Abstract
Aims: Higher burden of type 2 diabetes mellitus (T2DM) in South Asians could be explained using biomarkers such as fatty acids (FAs). We aimed to investigate whether certain FA combinations are associated with incidence T2DM in the CARRS study cohorts.
Methods: We employed a nested case-control approach to select participants from CARRS-1 (N diabetes-incident-cases=200, N controls=200 from N=4,017) and CARRS-2 (N diabetes-incident-cases =200, N controls=200 from N=4,802). Participants in both the cohorts were followed up for up to 5-years and incident diabetes cases were ascertained based upon self-report and no-medication use, fasting glucose ≥126mg/dl and HbA1c≥6.5%. Controls were age- and sex-matched individuals who were diabetes-free at baseline and follow-up. In cases and controls, serum phospholipid FAs including polyunsaturated fatty acids (PUFA), monounsaturated fatty acids, total fatty acids, omega-6 FAs, omega-3 FAs, saturated fatty acids (SFA), unsaturated FAs, linoleic acid and docosahexaenoic acid were measured using nuclear magnetic resonance imaging. Principal component (PC) analysis was performed to decompose data from many correlated FA variables into composite variables. First PC with eigen value greater than 1 was chosen to represent and called as FA pattern score which was loaded with PUFA, omega-6 FA, and SFA. The association of FA pattern score was then investigated with incidence of T2DM while adjusting for potential confounders.
Results: We observed a weak protective effect of FA pattern-score in association with incidence of T2DM (OR 0.94, 95% CI 0.88-1.02, p-value: 0.14) after adjusting for potential confounders. This association was strengthened by further adjusting for BMI (OR 0.91, 95% CI 0.83-1.00, p-value: 0.04) and HDL-C and triglycerides (OR 0.88, 95% CI 0.80-0.97, p-value: 0.01). In obesity stratified analysis (BMI < 18.5 kg/m2, BMI 18.5 – 24.9 kg/m2, BMI ≥25 kg/m2), the protective effect of FA pattern-score in association with incident T2DM was only observed among normal weight participants (OR 0.83, 95% CI 0.72 – 0.97, p-value: 0.016).
Conclusions: Our study demonstrated that an FA pattern-score characterized by a combination of PUFA, omega-6 FAs, and SFA was associated with a lower risk of T2DM in South Asians and this association was more pronounced in normal weight individuals.
Table of Contents
Introduction 1
Materials and Methods 4
Results 8
Discussion 11
Ethics approval 14
Tables and Figures 15
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