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DuBose SN, Hermann JM, Tamborlane WV, Beck RW, Dost A, DiMeglio LA, Schwab KO, Holl RW, Hofer SE, Maahs DM, Lipman T, Calvano T, Kucheruk O, Minnock P, Nguyen C, Klingensmith G, Banion C, Barker J, Cain C, Chase P, Hoops S, Kelsy M, Klingensmith G, Maahs D, Mowry C, Nadeau K, Raymond J, Rewers M, Rewers A, Slover R, Steck A, Wadwa P, Walravens P, Zeitler P, Haro H, Manseau K, Weinstock R, Izquierdo R, Sheikh U, Conboy P, Bulger J, Bzdick S, Goland R, Gandica R, Weiner L, Cook S, Greenberg E, Kohm K, Pollack S, Lee J, Gregg B, Tan M, Burgh K, Eason A, Garg S, Michels A, Myers L, DiMeglio L, Hannon T, Orr D, Cruz C, Woerner S, Wolfsdorf J, Quinn M, Tawa O, Ahmann A, Castle J, Joarder F, Bogan C, Cady N, Cox J, Pitts A, Fitch R, White B, Wollam B, Bode B, Lindmark K, Hosey R, Bethin K, Quattrin T, Ecker M, Wood J, Chao L, Cheung C, Fisher L, Jeandron D, Kaufman F, Kim M, Miyazaki B, Monzavi R, Patel P, Pitukcheewanont P, Sandstrom A, Cohen M, Ichihara B, Lipton M, Cemeroglu A, Appiagyei-Dankah Y, Daniel M, et alDuBose SN, Hermann JM, Tamborlane WV, Beck RW, Dost A, DiMeglio LA, Schwab KO, Holl RW, Hofer SE, Maahs DM, Lipman T, Calvano T, Kucheruk O, Minnock P, Nguyen C, Klingensmith G, Banion C, Barker J, Cain C, Chase P, Hoops S, Kelsy M, Klingensmith G, Maahs D, Mowry C, Nadeau K, Raymond J, Rewers M, Rewers A, Slover R, Steck A, Wadwa P, Walravens P, Zeitler P, Haro H, Manseau K, Weinstock R, Izquierdo R, Sheikh U, Conboy P, Bulger J, Bzdick S, Goland R, Gandica R, Weiner L, Cook S, Greenberg E, Kohm K, Pollack S, Lee J, Gregg B, Tan M, Burgh K, Eason A, Garg S, Michels A, Myers L, DiMeglio L, Hannon T, Orr D, Cruz C, Woerner S, Wolfsdorf J, Quinn M, Tawa O, Ahmann A, Castle J, Joarder F, Bogan C, Cady N, Cox J, Pitts A, Fitch R, White B, Wollam B, Bode B, Lindmark K, Hosey R, Bethin K, Quattrin T, Ecker M, Wood J, Chao L, Cheung C, Fisher L, Jeandron D, Kaufman F, Kim M, Miyazaki B, Monzavi R, Patel P, Pitukcheewanont P, Sandstrom A, Cohen M, Ichihara B, Lipton M, Cemeroglu A, Appiagyei-Dankah Y, Daniel M, Postellon D, Racine M, Wood M, Kleis L, Hirsch I, DeSantis A, Dugdale D, Failor RA, Gilliam L, Greenbaum C, Janci M, Odegard P, Trence D, Wisse B, Batts E, Dove A, Hefty D, Khakpour D, Klein J, Kuhns K, McCulloch-Olson M, Peterson C, Ramey M, Marie MS, Thomson P, Webber C, Liljenquist D, Sulik M, Vance C, Coughenour T, Brown C, Halford J, Prudent A, Rigby S, Robison B, Starkman H, Berry T, Cerame B, Chin D, Ebner-Lyon L, Guevarra F, Sabanosh K, Silverman L, Wagner C, Fox M, Buckingham B, Shah A, Caswell K, Harris B, Bergenstal R, Criego A, Damberg G, Matfin G, Powers M, Tridgell D, Burt C, Olson B, Thomas L, Mehta S, Katz M, Laffel L, Hathway J, Phillips R, Cengiz E, Tamborlane W, Cappiello D, Steffen A, Zgorski M, Peters A, Ruelas V, Benjamin R, Adkins D, Cuffee J, Spruill A, Bergenstal R, Criego A, Damberg G, Matfin G, Powers M, Tridgell D, Burt C, Olson B, Thomas L, Aleppo-Kacmarek G, Derby T, Massaro E, Webb K, Burt Solorzano C, 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Reifeis E, Haymond M, Bacha F, Caldas-Vasquez M, Klinepeter S, Redondo M, Berlanga R, Falk T, Garnes E, Gonzalez J, Martinez C, Pontifes M, Yulatic R, Arnold K, Evans T, Sellers S, Raman V, Foster C, Murray M, Raman V, Brown T, Slater H, Wheeler K, Harlan D, Lee M, Lock JP, Hartigan C, Hubacz L, Buse J, Calikoglu A, Largay J, Young L, Brown H, Duncan V, Duclos M, Tricome J, Brandenburg V, Blehm J, Hallanger-Johnson J, Hanson D, Miller C, Weiss J, Hoffman R, Chaudhari M, Repaske D, Gilson E, Haines J, Rudolph J, McClave C, Biersdorf D, Tello A, Blehm J, Amundson D, Ward R, Rickels M, Dalton-Bakes C, Markman E, Peleckis A, Rosenfeld N, Dolan L, Corathers S, Kichler J, Baugh H, Standiford D, Hassing J, Jones J, Willis S, Willis S, Wysham C, Davis L, Blackman S, Abel KL, Clark L, Jonas A, Kagan E, Sosenko J, Blashke C, Matheson D, Edelen R, Repas T, Baldwin D, Borgwardt T, Conroy C, DeGrote K, Marchiando R, Wasson M, Fox L, Mauras N, Damaso L, Englert K, Hamaty M, Kennedy L, Schweiger M, Konstantinopoulos P, Mawhorter C, Orasko A, Rose D, Deeb L, Rohrbacher K, Schroeder L, Roark A, Ali O, Kramer J, Whitson-Jones D, Potter A, Black M, Brendle F, Gassner H, Kollipara S, Bills V, Duke J, Harwood K, Prasad V, Brault J. Obesity in Youth with Type 1 Diabetes in Germany, Austria, and the United States. J Pediatr 2015; 167:627-32.e1-4. [PMID: 26164381 DOI: 10.1016/j.jpeds.2015.05.046] [Show More Authors] [Citation(s) in RCA: 133] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2014] [Revised: 04/28/2015] [Accepted: 05/22/2015] [Indexed: 10/23/2022]
Abstract
OBJECTIVE To examine the current extent of the obesity problem in 2 large pediatric clinical registries in the US and Europe and to examine the hypotheses that increased body mass index (BMI) z-scores (BMIz) are associated with greater hemoglobin A1c (HbA1c) and increased frequency of severe hypoglycemia in youth with type 1 diabetes (T1D). STUDY DESIGN International (World Health Organization) and national (Centers for Disease Control and Prevention/German Health Interview and Examination Survey for Children and Adolescents) BMI references were used to calculate BMIz in participants (age 2-<18 years and ≥ 1 year duration of T1D) enrolled in the T1D Exchange (n = 11,435) and the Diabetes Prospective Follow-up (n = 21,501). Associations between BMIz and HbA1c and severe hypoglycemia were assessed. RESULTS Participants in both registries had median BMI values that were greater than international and their respective national reference values. BMIz was significantly greater in the T1D Exchange vs the Diabetes Prospective Follow-up (P < .001). After stratification by age-group, no differences in BMI between registries existed for children 2-5 years, but differences were confirmed for 6- to 9-, 10- to 13-, and 14- to 17-year age groups (all P < .001). Greater BMIz were significantly related to greater HbA1c levels and more frequent occurrence of severe hypoglycemia across the registries, although these associations may not be clinically relevant. CONCLUSIONS Excessive weight is a common problem in children with T1D in Germany and Austria and, especially, in the US. Our data suggest that obesity contributes to the challenges in achieving optimal glycemic control in children and adolescents with T1D.
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E, Hayes A, Peggram J, Aisenberg J, Riordan M, Zasa J, Cummings E, Scott K, Pinto T, Mokashi A, McAssey K, Helden E, Hammond P, Dinning L, Rahman S, Ray S, Dimicri C, Guppy S, Nielsen H, Vogel C, Ariza C, Morales L, Chang Y, Gabbay R, Ambrocio L, Manley L, Nemery R, Charlton W, Smith P, Kerr L, Steindel-Kopp B, Alamaguer M, Tabisola-Nuesca E, Pendersen A, Larson N, Cooper-Olviver H, Chan D, Fitz-Patrick D, Carreira T, Park Y, Ruhaak R, Liljenquist D. A Type 1 Diabetes Genetic Risk Score Predicts Progression of Islet Autoimmunity and Development of Type 1 Diabetes in Individuals at Risk. Diabetes Care 2018; 41:1887-1894. [PMID: 30002199 PMCID: PMC6105323 DOI: 10.2337/dc18-0087] [Show More Authors] [Citation(s) in RCA: 113] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 06/06/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE We tested the ability of a type 1 diabetes (T1D) genetic risk score (GRS) to predict progression of islet autoimmunity and T1D in at-risk individuals. RESEARCH DESIGN AND METHODS We studied the 1,244 TrialNet Pathway to Prevention study participants (T1D patients' relatives without diabetes and with one or more positive autoantibodies) who were genotyped with Illumina ImmunoChip (median [range] age at initial autoantibody determination 11.1 years [1.2-51.8], 48% male, 80.5% non-Hispanic white, median follow-up 5.4 years). Of 291 participants with a single positive autoantibody at screening, 157 converted to multiple autoantibody positivity and 55 developed diabetes. Of 953 participants with multiple positive autoantibodies at screening, 419 developed diabetes. We calculated the T1D GRS from 30 T1D-associated single nucleotide polymorphisms. We used multivariable Cox regression models, time-dependent receiver operating characteristic curves, and area under the curve (AUC) measures to evaluate prognostic utility of T1D GRS, age, sex, Diabetes Prevention Trial-Type 1 (DPT-1) Risk Score, positive autoantibody number or type, HLA DR3/DR4-DQ8 status, and race/ethnicity. We used recursive partitioning analyses to identify cut points in continuous variables. RESULTS Higher T1D GRS significantly increased the rate of progression to T1D adjusting for DPT-1 Risk Score, age, number of positive autoantibodies, sex, and ethnicity (hazard ratio [HR] 1.29 for a 0.05 increase, 95% CI 1.06-1.6; P = 0.011). Progression to T1D was best predicted by a combined model with GRS, number of positive autoantibodies, DPT-1 Risk Score, and age (7-year time-integrated AUC = 0.79, 5-year AUC = 0.73). Higher GRS was significantly associated with increased progression rate from single to multiple positive autoantibodies after adjusting for age, autoantibody type, ethnicity, and sex (HR 2.27 for GRS >0.295, 95% CI 1.47-3.51; P = 0.0002). CONCLUSIONS The T1D GRS independently predicts progression to T1D and improves prediction along T1D stages in autoantibody-positive relatives.
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