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Research Design and Methods: Up to 4,761 offspring from the Avon Longitudinal Study of Parents and Children were studied. Linear models were used to examine effects of a genetic risk score (162 variants) for adult type 2 diabetes on 229 metabolomic traits (lipoproteinsubclass-specific cholesterol and triglycerides, amino acids, glycoprotein acetyls, others) measured at age 8y, 16y, 18y, and 25y. Two-sample Mendelian randomization (MR) was also conducted using genome-wide association study data on metabolomic traits in an independent
sample of 24,925 adults.
Results: At age 8y, associations were most evident for type 2 diabetes liability (per SDhigher) with lower lipids in high-density lipoprotein (HDL) subtypes, e.g. -0.03 SD (95% CI=-0.06, -0.003) for total lipids in very-large HDL. At 16y, associations were stronger with pre-glycemic traits including citrate and with glycoprotein acetyls (0.05 SD, 95% CI=0.01, 0.08), and at 18y, associations were stronger with branched chain amino acids. At 25y, associations had strengthened with VLDL lipids and remained consistent with previously altered traits including HDL lipids. Two-sample MR estimates among adults indicated persistent patterns of effect of disease liability.
Conclusions: Our results support perturbed HDL lipid metabolism as one of the earliest features of type 2 diabetes liability, alongside higher branched chain amino acid and inflammatory levels. Several features are apparent in childhood as early as age 8y, decades before the clinical onset of disease.
- type 2 diabetes
- Mendelian randomization
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Gaunt, L. F. & Davey Smith, G.
1/04/18 → 31/03/23