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  • 1
    In: Diabetes, American Diabetes Association, Vol. 72, No. 8 ( 2023-08-01), p. 1161-1172
    Abstract: Genome-wide significant loci for metformin response in type 2 diabetes reported elsewhere have not been replicated in the Diabetes Prevention Program (DPP). To assess pharmacogenetic interactions in prediabetes, we conducted a genome-wide association study (GWAS) in the DPP. Cox proportional hazards models tested associations with diabetes incidence in the metformin (MET; n = 876) and placebo (PBO; n = 887) arms. Multiple linear regression assessed association with 1-year change in metformin-related quantitative traits, adjusted for baseline trait, age, sex, and 10 ancestry principal components. We tested for gene-by-treatment interaction. No significant associations emerged for diabetes incidence. We identified four genome-wide significant variants after correcting for correlated traits (P & lt; 9 × 10−9). In the MET arm, rs144322333 near ENOSF1 (minor allele frequency [MAF]AFR = 0.07; MAFEUR = 0.002) was associated with an increase in percentage of glycated hemoglobin (per minor allele, β = 0.39 [95% CI 0.28, 0.50] ; P = 2.8 × 10−12). rs145591055 near OMSR (MAF = 0.10 in American Indians) was associated with weight loss (kilograms) (per G allele, β = −7.55 [95% CI −9.88, −5.22]; P = 3.2 × 10−10) in the MET arm. Neither variant was significant in PBO; gene-by-treatment interaction was significant for both variants [P(G×T) & lt; 1.0 × 10−4]. Replication in individuals with diabetes did not yield significant findings. A GWAS for metformin response in prediabetes revealed novel ethnic-specific associations that require further investigation but may have implications for tailored therapy.
    Type of Medium: Online Resource
    ISSN: 0012-1797
    Language: English
    Publisher: American Diabetes Association
    Publication Date: 2023
    detail.hit.zdb_id: 1501252-9
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  • 2
    In: Pediatric Diabetes, Hindawi Limited, Vol. 2023 ( 2023-5-24), p. 1-6
    Abstract: Metformin is the first-line treatment for type 2 diabetes (T2D) in youth but with limited sustained glycemic response. To identify common variants associated with metformin response, we used a genome-wide approach in 506 youth from the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) study and examined the relationship between T2D partitioned polygenic scores (pPS), glycemic traits, and metformin response in these youth. Several variants met a suggestive threshold ( P 〈 1 × 10 − 6 ), though none including published adult variants reached genome-wide significance. We pursued replication of top nine variants in three cohorts, and rs76195229 in ATRNL1 was associated with worse metformin response in the Metformin Genetics Consortium (n = 7,812), though statistically not being significant after Bonferroni correction ( P = 0.06 ). A higher β-cell pPS was associated with a lower insulinogenic index ( P = 0.02 ) and C-peptide ( P = 0.047 ) at baseline and higher pPS related to two insulin resistance processes were associated with increased C-peptide at baseline ( P = 0.04 , 0.02 ). Although pPS were not associated with changes in glycemic traits or metformin response, our results indicate a trend in the association of the β-cell pPS with reduced β-cell function over time. Our data show initial evidence for genetic variation associated with metformin response in youth with T2D.
    Type of Medium: Online Resource
    ISSN: 1399-5448 , 1399-543X
    Language: English
    Publisher: Hindawi Limited
    Publication Date: 2023
    detail.hit.zdb_id: 2025536-6
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  • 3
    In: Journal of Diabetes Science and Technology, SAGE Publications
    Abstract: Real-time continuous glucose monitoring (CGM) is effective for diabetes management in cases of type 1 diabetes and adults with type 2 diabetes (T2D) but has not been assessed in adolescents and young adults (AYAs) with T2D. The objective of this pilot interventional study was to assess the feasibility and acceptability of real-time CGM use in AYAs with T2D. Methods: Adolescents and young adults (13-21 years old) with T2D for six months or more and hemoglobin A1c (A1c) greater than 7%, on any Food and Drug Administration–approved treatment regimen, were included. After a blinded run-in period, participants were given access to a real-time CGM system for 12 weeks. The use and acceptability of the real-time CGM were evaluated by sensor usage, surveys, and focus group qualitative data. Results: Participants’ (n = 9) median age was 19.1 (interquartile range [IQR] 16.8-20.5) years, 78% were female, 100% were people of color, and 67% were publicly insured. Baseline A1c was 11.9% (standard deviation ±2.8%), with median diabetes duration of 2.5 (IQR 1.4-6) years, and 67% were using insulin. Seven participants completed the study and demonstrated statistically significant improvement in diabetes-related quality of life, with the mean Pediatric Quality of Life inventory (PedsQL) diabetes score increasing from 70 to 75 after using CGM ( P = .026). Focus group results supported survey results that CGM use among AYAs with T2D is feasible, can improve quality of life, and has the potential to modify behavior. Conclusion: Real-time CGM is feasible and acceptable for AYAs with T2D and may improve the quality of life of patients with diabetes. Larger randomized controlled trials are needed to assess the effects on glycemic control and healthy lifestyle changes.
    Type of Medium: Online Resource
    ISSN: 1932-2968 , 1932-2968
    Language: English
    Publisher: SAGE Publications
    Publication Date: 2022
    detail.hit.zdb_id: 2467312-2
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  • 4
    Online Resource
    Online Resource
    Elsevier BV ; 2023
    In:  The Lancet Diabetes & Endocrinology Vol. 11, No. 10 ( 2023-10), p. 768-782
    In: The Lancet Diabetes & Endocrinology, Elsevier BV, Vol. 11, No. 10 ( 2023-10), p. 768-782
    Type of Medium: Online Resource
    ISSN: 2213-8587
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2023
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  • 5
    In: Diabetes, American Diabetes Association, Vol. 68, No. Supplement_1 ( 2019-06-01)
    Abstract: Type 2 diabetes (T2D) in youth is associated with a pro-atherogenic lipid profile characterized by high triglycerides (TG), high low-density lipoprotein cholesterol (LDL-c), and low high-density lipoprotein cholesterol (HDL-c). Genome wide association studies (GWAS) in adults have discovered more than 100 variants associated with lipid traits, but the association of genetic variants to dyslipidemia in youth with T2D remains unknown. Therefore, we genotyped 206,928 variants and imputed 17,642,824 variants in 1,076 youth with T2D from the Treatment Options for type 2 diabetes in Adolescents and Youth (TODAY) and SEARCH for Diabetes in Youth (SEARCH) as part of ProDiGY, a collaboration with type 2 diabetes Genetic Exploration by Next-generation sequencing in multi-Ethnic Samples (T2D-GENES). Using a linear mixed model, we performed association testing for TG, LDL-c and HDL-c adjusted for age, sex, body mass index (BMI) Z-score, HbA1c, and genetic relationship matrix within each sub-study followed by meta-analyses for each lipid trait. We identified a novel variant between a deletion on chromosome 3 (3:67817380_AT/A_Deletion:RP11-81N13.1) that was associated with TG levels at genome wide level of significance (P-value=2.26×10-8, β=0.21±0.09). We also identified a genome-wide significant variant rs247617 (P-value=5.12×10-9, β=2.52±0.43) between HERFUD1 and CETP for association with HDL-c. This variant has been previously reported to be associated with HDL-c in adults in the Global Lipids Genetics Consortium (GLGC). We did not find any genome-wide significant variants in the LDL-c analysis. In summary, our genetic analyses of lipid traits in youth with T2D identified one novel and one previously known locus. Further multi-phenotype analysis may uncover additional loci associated with lipid traits in youth with T2D. Disclosure L. Chen: None. S. Srinivasan: None. N. Santoro: None. J. Todd: None. J. Divers: None. A.S. Shah: None. S. Gidding: Research Support; Self; Color Genomics. B.K. Burke: None. M.W. Haymond: Advisory Panel; Self; Daiichi Sankyo Company, Limited, Zealand Pharma A/S. Stock/Shareholder; Self; Xeris Pharmaceuticals, Inc. Other Relationship; Self; AstraZeneca. L. Lange: None. S.M. Marcovina: None. A. Chait: Consultant; Self; MedImmune. J. Flannick: Consultant; Self; Decibel Therapeutics. S. Caprio: None. J.C. Florez: None. Funding National Institutes of Health
    Type of Medium: Online Resource
    ISSN: 0012-1797 , 1939-327X
    Language: English
    Publisher: American Diabetes Association
    Publication Date: 2019
    detail.hit.zdb_id: 1501252-9
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  • 6
    In: Diabetes, American Diabetes Association, Vol. 72, No. Supplement_1 ( 2023-06-20)
    Abstract: In youth with type 2 diabetes (T2D), glycemic response to metformin varies by racial and ethnic group. In the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) study metformin failure rates were lower in non-Hispanic White (NHW) youth by self-report compared with non-Hispanic Black (NHB) and Hispanic youth. Understanding and addressing the mechanisms for differences in response are critical to reducing health disparities. We aimed to examine the association between genetic ancestry and risk for metformin treatment failure and evaluate whether individual global ancestry proportions predict metformin response in TODAY participants. Global ancestry proportions were estimated using FastStructure. Cox-proportional hazards analysis with genetic ancestry as a covariate was performed with the primary outcome the need for insulin or A1C ≥ 8%. Age, sex, BMI Z score, baseline A1C, and treatment arms were the other covariates. After quality control, 506 participants of mean age 14±2 y, 65% female, mean BMI Z score 2.2±0.5 kg/m2 and mean baseline A1C 6.0±0.7% were analyzed. Similar to by self-report, when stratified by genetic ancestry NHB youth had significantly higher treatment failure rates compared with other groups (P=0.02). The proportion of European ancestry in self-reported ethnic strata of admixed participants was associated with improved metformin response in the NHB (n=185) and Hispanic (n=208) groups (HR 0.4, 95% CI 0.16-0.98, P=0.04). Proportion of Native American ancestry was associated with worse response (HR 1.5, 95% CI 1.02-2.2, P=0.04) across all participants and associations with proportion African ancestry were not significant. In sum, genetic ancestry influences metformin response with greater proportion of European and Native American ancestry associated with improved and worse glycemic response respectively in TODAY. These differences could be related to biological, social or cultural factors and should be examined to reduce health disparities in T2D. Disclosure S.Srinivasan: None. T.I.Pollin: None. A.Manning: None. J.C.Florez: Consultant; AstraZeneca, Novo Nordisk, Other Relationship; AstraZeneca, Merck & Co., Inc. L.Chen: None. M.M.Kelsey: Other Relationship; Boehringer Ingelheim Inc., Janssen Pharmaceuticals, Inc., Rhythm Pharmaceuticals, Inc., Lilly. J.Todd: None. S.A.Arslanian: Advisory Panel; Novo Nordisk, Eli Lilly and Company, Consultant; Société des Produits Nestlé SA,, Other Relationship; Eli Lilly and Company, AstraZeneca, Research Support; Novo Nordisk, Eli Lilly and Company. N.T.Chang: None. L.M.Laffel: Advisory Panel; Medtronic, Lilly Diabetes, Novo Nordisk, Vertex Pharmaceuticals Incorporated, Roche Diagnostics, Provention Bio, Inc., Consultant; Dexcom, Inc., Janssen Pharmaceuticals, Inc., Medscape. L.L.Levitsky: None. J.E.Sprague: Research Support; Eli Lilly and Company, Rhythm Pharmaceuticals, Inc. Funding National Institutes of Health (K23DK120932)
    Type of Medium: Online Resource
    ISSN: 0012-1797
    Language: English
    Publisher: American Diabetes Association
    Publication Date: 2023
    detail.hit.zdb_id: 1501252-9
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  • 7
    In: Journal of the Endocrine Society, The Endocrine Society, Vol. 5, No. 11 ( 2021-11-01)
    Abstract: Dyslipidemia is highly prevalent in youth with type 2 diabetes (T2D), yet the pathogenic components of dyslipidemia in youth with T2D are poorly understood. Objective To evaluate the genetic determinants of lipid traits in youth with T2D through a genome-wide association study. Design, Participants, and Main Outcome Measures We genotyped 206 928 variants and imputed 17 642 824 variants in 1076 youth (mean age 15.0 ± 2.48 years) with T2D from the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) and SEARCH for Diabetes in Youth (SEARCH) studies as part of the Progress in Diabetes Genetics in Youth (ProDiGY) consortium. We performed association testing for triglyceride and low-density lipoprotein cholesterol and high-density lipoprotein cholesterol (HDL-c) concentrations adjusted for the genetic relationship matrix within each substudy followed by meta-analyses for each trait. Results We identified a novel association between a deletion on chromosome 3 (3:67817380_AT/A_Deletion:RP11-81N13.1) and triglyceride levels at genome-wide level of significance (P = 2.3 × 10−8) with each risk allele increasing triglycerides by 20%. We also identified a genome-wide significant signal at rs247617 (P = 5.1 × 10−9) between HERFUD1 and CETP associated with HDL-c, with carriers of 1 copy of the risk allele having twice higher HDL-c. Conclusions Our genetic analyses of lipid traits in youth with T2D have identified 1 novel and 1 previously known locus. Additional studies are needed to further characterize the genetic architecture of dyslipidemia in youth with T2D.
    Type of Medium: Online Resource
    ISSN: 2472-1972
    Language: English
    Publisher: The Endocrine Society
    Publication Date: 2021
    detail.hit.zdb_id: 2881023-5
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  • 8
    In: Diabetes, American Diabetes Association, Vol. 70, No. Supplement_1 ( 2021-06-01)
    Abstract: Genome-wide significant (GWS) loci for glycemic response to MET in type 2 diabetes (T2D) reported elsewhere have not replicated in the DPP. Thus, to assess whether pharmacogenetic interactions may differ in impaired glucose tolerance (IGT), we conducted a GWAS in the DPP for MET response, defined by diabetes incidence and change in quantitative traits (fasting glucose, 2-hour glucose on oral glucose tolerance test, hemoglobin A1c [HbA1c], fasting insulin, insulin sensitivity index, and weight). Samples were genotyped on the Illumina HumanCore Exome array and imputed on the 1000 Genomes Phase3 panel. Cox proportional hazards models tested associations with diabetes incidence in MET (n=876) and placebo (PBO, n=887) arms. Multiple linear regression using an additive model evaluated for association with 1-year change in quantitative traits, adjusted for baseline trait, age, sex, and 10 ancestry principal components. We tested for gene-by-environment (G×E) interaction between MET and PBO. Results were filtered to minor allele frequency (MAF) & gt;1% and imputation score & gt;0.7. We identified 3 GWS variants after correcting for correlated traits (P & lt;9×10-9). In MET, a variant near ENOSF1 was associated with an increase in % HbA1c (rs144322333, β=0.39 [95% CI 0.28, 0.50], P=2.8×10-12) and was mainly found in African ancestry participants (MAFAFR=0.07, MAFEUR=0.002). A variant near OMSR was associated with greater weight loss (kg) in MET (rs145591055, β=-7.55 [95% CI -9.88, -5.22] , P=3.2×10-10) and found in 10% of Native Americans. Neither variant had an impact in PBO; the interaction with treatment arm was significant for rs144322333 (G×E P=1.4×10-6) and rs145591055 (G×E P=1.5×10-5). No GWS associations emerged for diabetes incidence. In summary, a GWAS for MET response in participants with IGT revealed novel associations that require validation in ancestry-specific populations and may have implications for tailored therapy. Disclosure J. H. Li: None. R. L. Hanson: None. S. E. Kahn: Advisory Panel; Self; Bayer AG, Boehringer Ingelheim International GmbH, Eli Lilly and Company, Merck & Co., Inc., Novo Nordisk, Pfizer Inc. W. C. Knowler: None. T. I. Pollin: None. J. C. Florez: Consultant; Self; Goldfinch Bio, Inc., Other Relationship; Self; Novo Nordisk. D. Research group: None. J. A. Perry: None. K. A. Jablonski: None. L. Chen: None. S. Srinivasan: None. J. N. Todd: None. M. Harden: None. J. M. Mercader: None. P. W. Franks: Advisory Panel; Self; Zoe Global Limited, Consultant; Self; Eli Lilly and Company, Novo Nordisk. Funding National Institute of Diabetes and Digestive and Kidney Diseases (U01DK048489)
    Type of Medium: Online Resource
    ISSN: 0012-1797 , 1939-327X
    Language: English
    Publisher: American Diabetes Association
    Publication Date: 2021
    detail.hit.zdb_id: 1501252-9
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  • 9
    In: Diabetes, American Diabetes Association, Vol. 72, No. Supplement_1 ( 2023-06-20)
    Abstract: The safe use of metformin in the elderly population and in patients with impaired renal function has not been clearly defined. Metformin has side effects that limit use particularly in vulnerable populations. In this pilot study, we aimed to investigate the interplay between metformin pharmacokinetics, pharmacogenetics of metformin transporters and metformin-related side effects. Participants were recruited based on age ≥ 65 years or eGFR=30-59 mL/min. Two sample PK sampling was performed; lactic acid, vitamin B12 and creatinine levels were measured. Participants completed a survey on GI side effects. Metformin clearance (Cl) and area under the curve (AUC) were calculated using previously described limited sampling strategy by Chen et al. Participants were genotyped for variants in the following transporters affecting metformin clearance: OCT1, OCT2, OCT3, OCTN1, MATE1, MATE2-K and PMAT. Nineteen participants with T2D and mean age 72y (range: 56-86y) completed the study. Mean eGFR was 79±27mL/min and median morning dose of metformin was 1000mg (range: 500-1500mg). Mean metformin Cl was 302 ±227ml/min, consistent with previous reports based on age and renal function. Those with GI side effects had lower Cl (389ml/min vs 191ml/min, P = 0.03). There was a positive correlation between metformin AUC and baseline lactic acid levels (R2 = 0.46, P & lt;0.01). There was no relationship between metformin Cl or AUC and vitamin B12 levels. Individuals homozygous for rs272893 in OCTN1 had lower metformin Cl based on a univariate generalized linear model (β: -181 per allele, SE=62, P = 0.003) We confirm that metformin Cl is lower in older adults with T2D and show that lower Cl is associated with increased GI side effects. Genetic variation in metformin transporter OCTN1 was associated with reduced Cl. Larger studies are needed to examine the impact of metformin dose modification in patients with reduced clearance based on pharmacogenetics to minimize side effects. Disclosure K.Yen: None. S.Srinivasan: None. L.A.Dapkus: None. B.Tamraz: Advisory Panel; Codex Genetics. U.Masharani: Research Support; Clementia Pharmaceuticals. S.E.Mccabe: None. L.Kroon: None.
    Type of Medium: Online Resource
    ISSN: 0012-1797
    Language: English
    Publisher: American Diabetes Association
    Publication Date: 2023
    detail.hit.zdb_id: 1501252-9
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  • 10
    Online Resource
    Online Resource
    Elsevier BV ; 2022
    In:  The Journal of Pediatrics Vol. 247 ( 2022-08), p. 17-21
    In: The Journal of Pediatrics, Elsevier BV, Vol. 247 ( 2022-08), p. 17-21
    Type of Medium: Online Resource
    ISSN: 0022-3476
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2022
    detail.hit.zdb_id: 2005245-5
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