Abstract P215: Common Beta-cell-associated Genetic Variants and Hypertension or Anti-hypertensive Drugs do not Interact in Their Positive Associations With Risk for Rising Fasting Glucose or Incident Type 2 Diabetes in Framingham

Circulation ◽  
2012 ◽  
Vol 125 (suppl_10) ◽  
Author(s):  
Jose M de Miguel-Yanes ◽  
Bianca Porneala ◽  
Michael J Pencina ◽  
Caroline S Fox ◽  
Jose C Florez ◽  
...  

Background: Hypertension (HTN) and some anti-HTN drugs raise fasting glucose (FG) levels and type 2 diabetes (T2D) risk. We hypothesized that common single nucleotide polymorphisms (SNPs) associated with FG or T2D that influence beta-cell function will interact with hypertension (HTN) or anti-HTN drugs in their positive associations with change over time in FG (ΔFG) or incident T2D. Methods: We studied 3,471 Framingham Offspring Study participants comprising 18,786 person-exams (mean age 49 yr; 54% women), in pooled (7 ∼4-yr periods) age-, sex-adjusted logistic regression models predicting T2D incidence, or age-, sex-, baseline FG-adjusted mixed linear models testing ΔFG (FG end minus beginning of period). T2D cases were excluded at baseline of each period, and people who started T2D treatment within a given period were removed for ΔFG analyses. We defined three HTN exposures: 1) HTN (SBP≥140/DBP≥90 mmHg) vs. no-HTN; 2) treated vs. untreated HTN; 3) five mutually-exclusive anti-HTN drug categories (beta-blockers, thiazides, renin-angiotensin system agents, combination, other) vs. untreated HTN, and two genetic exposures reflecting total beta-cell genetic risk burden: 16 FG-SNP and 33 T2D-SNP (only 8 overlap) additive genetic risk scores. We tested ∼4-year mean ΔFG and odds of T2D by HTN category and per-risk allele change in SNP scores, seeking first-order HTNxSNP significant interaction (P<0.05). Results: Versus no HTN, HTN (n=5,372 p-e) was associated with higher ∼4-year ΔFG (0.14 vs. 0.03 mmol/l; P<0.0001) and ∼3-fold increased odds of T2D (OR 3.3; P<0.0001). Versus untreated HTN, treated HTN (n=2,832 p-e) conferred higher ΔFG (0.18 vs. 0.12 mmol/l; P<0.0001) and 1.5-fold increased odds of T2D (P=0.0006). Versus untreated HTN, beta-blockers (n=676 p-e; OR=1.58), combined (n=499 p-e; OR=1.57) and other (n=569 p-e; OR=1.94) were associated with increased odds of T2D (all P<0.03). Per-SNP score risk allele, ΔFG increased by 0.03 mmol/l (P=2.2x10 −16 ) and odds of T2D increased 17% (P=3.1x10 −08 ). In joint models with interaction terms, all HTN-treatment category-by-SNP score interaction terms were non-significant. In joint models without interaction, HTN (P<0.0001) and HTN treatment (P<0.02), but no specific drugs (all but one P>0.02), and per FG-SNP or T2D-SNP risk allele (highest P value=0.0005), all independently predicted ΔFG or incident T2D. Conclusion: HTN, HTN treatment and common FG- and T2D-SNP genetic scores were independently associated with ΔFG and T2D incidence, but did not modify each other's association with ΔFG or T2D risk. Next, larger samples and individual SNP-by-specific drug category interaction tests might disclose some biological basis for T2D risk associated with anti-HTN therapy.

2021 ◽  
Vol 16 (1) ◽  
Author(s):  
Weiqi Wang ◽  
Haiyang Jiang ◽  
Ziwei Zhang ◽  
Wei Duan ◽  
Tianshu Han ◽  
...  

Abstract Background and objectives Previous studies have found the important gene-diet interactions on type 2 diabetes (T2D) incident but have not followed branched-chain amino acids (BCAAs), even though they have shown heterogeneous effectiveness in diabetes-related factors. So in this study, we aim to investigate whether dietary BCAAs interact with the genetic predisposition in relation to T2D risk and fasting glucose in Chinese adults. Methods In a case-control study nested in the Harbin Cohort Study on Diet, Nutrition and Chronic Non-Communicable Diseases, we obtained data for 434 incident T2D cases and 434 controls matched by age and sex. An unweighted genetic risk score (GRS) was calculated for 25 T2D-related single nucleotide polymorphisms by summation of the number of risk alleles for T2D. Multivariate logistic regression models and general linear regression models were used to assess the interaction between dietary BCAAs and GRS on T2D risk and fasting glucose. Results Significant interactions were found between GRS and dietary BCAAs on T2D risk and fasting glucose (p for interaction = 0.001 and 0.004, respectively). Comparing with low GRS, the odds ratio of T2D in high GRS were 2.98 (95% CI 1.54–5.76) among those with the highest tertile of total BCAA intake but were non-significant among those with the lowest intake, corresponding to 0.39 (0.12) mmol/L versus − 0.07 (0.10) mmol/L fasting glucose elevation per tertile. Viewed differently, comparing extreme tertiles of dietary BCAAs, the odds ratio (95% CIs) of T2D risk were 0.46 (0.22–0.95), 2.22 (1.15–4.31), and 2.90 (1.54–5.47) (fasting glucose elevation per tertile: − 0.23 (0.10), 0.18 (0.10), and 0.26 (0.13) mmol/L) among participants with low, intermediate, and high genetic risk, respectively. Conclusions This study indicated that dietary BCAAs could amplify the genetic association with T2D risk and fasting glucose. Moreover, higher BCAA intake showed positive association with T2D when genetic predisposition was also high but changed to negative when genetic predisposition was low.


Diabetologia ◽  
2010 ◽  
Vol 53 (10) ◽  
pp. 2155-2162 ◽  
Author(s):  
B. Fontaine-Bisson ◽  
◽  
F. Renström ◽  
O. Rolandsson ◽  
F. Payne ◽  
...  

Genes ◽  
2019 ◽  
Vol 10 (11) ◽  
pp. 942 ◽  
Author(s):  
Nardos Abebe Werissa ◽  
Peter Piko ◽  
Szilvia Fiatal ◽  
Zsigmond Kosa ◽  
Janos Sandor ◽  
...  

Background: In a previous survey, an elevated fasting glucose level (FG) and/or known type 2 diabetes mellitus (T2DM) were significantly more frequent in the Roma population than in the Hungarian general population. We assessed whether the distribution of 16 single nucleotide polymorphisms (SNPs) with unequivocal effects on the development of T2DM contributes to this higher prevalence. Methods: Genetic risk scores, unweighted (GRS) and weighted (wGRS), were computed and compared between the study populations. Associations between GRSs and FG levels and T2DM status were investigated in separate and combined study populations. Results: The Hungarian general population carried a greater genetic risk for the development of T2DM (GRSGeneral = 15.38 ± 2.70 vs. GRSRoma = 14.80 ± 2.68, p < 0.001; wGRSGeneral = 1.41 ± 0.32 vs. wGRSRoma = 1.36 ± 0.31, p < 0.001). In the combined population models, GRSs and wGRSs showed significant associations with elevated FG (p < 0.001) and T2DM (p < 0.001) after adjusting for ethnicity, age, sex, body mass index (BMI), high-density Lipoprotein Cholesterol (HDL-C), and triglyceride (TG). In these models, the effect of ethnicity was relatively strong on both outcomes (FG levels: βethnicity = 0.918, p < 0.001; T2DM status: ORethnicity = 2.484, p < 0.001). Conclusions: The higher prevalence of elevated FG and/or T2DM among Roma does not seem to be directly linked to their increased genetic load but rather to their environmental/cultural attributes. Interventions targeting T2DM prevention among Roma should focus on harmful environmental exposures related to their unhealthy lifestyle.


2018 ◽  
Vol 13 (1) ◽  
Author(s):  
Ulrika Ericson ◽  
George Hindy ◽  
Isabel Drake ◽  
Christina-Alexandra Schulz ◽  
Louise Brunkwall ◽  
...  

2021 ◽  
Author(s):  
Maggie A. Stanislawski ◽  
Elizabeth Litkowski ◽  
Sridharan Raghavan ◽  
Kylie K. Harrall ◽  
Jessica Shaw ◽  
...  

<em>Objective</em>: The metabolic phenotype of youth-onset type 2 diabetes (T2D) differs from that of adult-onset T2D, but little is known about genetic contributions. We aimed to evaluate the association between a T2D genetic risk score (GRS) and traits related to glucose-insulin homeostasis among healthy youth. <em>Research Design and Methods</em>: We used data from 356 youth (mean age 16.7 years, 50% female) in the EPOCH cohort to calculate a standardized weighted GRS based on 271 single nucleotide polymorphisms (SNPs) associated with T2D in adults. We used linear regression to assess associations of the GRS with log-transformed fasting glucose, 2-hour glucose, homeostasis model of insulin resistance (HOMA-IR), oral disposition index, and insulinogenic index adjusted for age, sex, body mass index (BMI) z-score, <i>in utero</i> exposure to maternal diabetes, and genetic principal components. We also evaluated effect modification by BMI z-score,<i> in utero </i>exposure to maternal diabetes and ethnicity. <em>Results</em>: Higher weighted GRS was associated with lower oral disposition index (b=-0.11; 95% CI: -0.19, -0.02) and insulinogenic index (b=-0.08; 95% CI: -0.17, -0.001), but not with fasting glucose (b=0.01; 95% CI: -0.01, 0.02), 2-hour glucose (b=0.03; 95% CI: -0.0004, 0.06), or HOMA-IR (b=0.02; 95% CI: -0.04, 0.07). BMI z-score and <i>in utero</i> exposure to maternal diabetes increased the effect of the GRS on glucose levels. <em>Conclusions</em>: Our results suggest that T2D genetic risk factors established in adults are relevant to glucose-insulin homeostasis in youth and that maintaining a healthy weight may be particularly important for youth with high genetic risk for T2D. <br> <p> </p>


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