Publications

Recent scientific articles from research and surveillance outcomes from the Division of Diabetes Translation.

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Applied Research and Surveillance
Modeling and Economics
Health Policy and Health Services
Effectiveness Research
Global Projects

Applied Research and Surveillance

Malik FS, Sauder KA, Isom S, Reboussin BA, Dabelea D, Lawrence JM, Roberts A, Mayer-Davis EJ, Marcovina S, Dolan L, Igudesman D, Pihoker C; SEARCH for Diabetes in Youth Study. Trends in glycemic control among youth and young adults with diabetes: the SEARCH for Diabetes in Youth Study.external icon Diabetes Care. 2022 Feb 1;45(2):285–294.
Lawrence JM, Reynolds K, Saydah SH, Mottl A, Pihoker C, Dabelea D, Dolan L, Henkin L, Liese AD, Isom S, Divers J, Wagenknecht L; SEARCH for Diabetes in Youth Study Group. Demographic correlates of short-term mortality among youth and young adults with youth-onset diabetes diagnosed from 2002 to 2015: the SEARCH for Diabetes in Youth Study.external icon Diabetes Care. 2021 Dec;44(12):2691–2698.
Brady RP, Shah AS, Jensen ET, Stafford JM, D’Agostino RB Jr, Dolan LM, Knight L, Imperatore G, Turley CB, Liese AD, Urbina EM, Lawrence JM, Pihoker C, Marcovina S, Dabelea D. Glycemic control is associated with dyslipidemia over time in youth with type 2 diabetes: the SEARCH for Diabetes in Youth Study.external icon Pediatr Diabetes. 2021 Nov;22(7):951–959.
Barrett CE, Koyama AK, Álvarez P, Chow W, Lundeen EA, Perrine CG, Pavkov ME, Rolka DB, Wiltz JL, Bull-Otterson L, Gray S, Boehmer TK, Gundlapalli AV, Siegel DA, Kompaniyets L, Goodman AB, Mahon BE, Tauxe RV, Remley K, Saydah S. Risk for newly diagnosed diabetes >30 days after SARS-CoV-2 infection among persons aged <18 years — United States, March 1, 2020–June 28, 2021. MMWR Morb Mortal Wkly Report. 2022 Jan 14;71(2):59-65.
Czeisler ME, Barrett CE, Siegel KR, Weaver MD, Czeisler CA, Rajaratnam SMW, Howard ME, Bullard KM. Health care access and use among adults with diabetes during the COVID-19 pandemic — United States, February–March 2021. MMWR Morb Mortal Wkly Report. 2021 Nov 19;70(46):1597–1602. View summary.
Lawrence JM, Divers J, Isom S, Saydah S, Imperatore G, Pihoker C, Marcovina SM, Mayer-Davis EJ, Hamman RF, Dolan L, Dabelea D, Pettitt DJ, Liese AD; SEARCH for Diabetes in Youth Study Group. Trends in prevalence of type 1 and type 2 diabetes in children and adolescents in the US, 2001–2017.external icon JAMA. 2021 Aug 24;326(8):717–727.
Hirsch AG, Nordberg CM, Chang A, Poulsen MN, Moon KA, Siegel KR, Rolka DB, Schwartz BS. Association of community socioeconomic deprivation with evidence of reduced kidney function at time of type 2 diabetes diagnosis.external icon Social Science & Medicine — Population Health. 2021 Sep;15:100876.
Shah AS, Isom S, Dabelea D, D’Agostino R Jr, Dolan LM, Wagenknecht L, Imperatore G, Saydah S, Liese AD, Lawrence JM, Pihoker C, Urbina EM; SEARCH for Diabetes in Youth Study Group. A cross sectional study to compare cardiac structure and diastolic function in adolescents and young adults with youth-onset type 1 and type 2 diabetes: The SEARCH for Diabetes in Youth Study.external icon Cardiovasc Diabetol. 2021 Jul 7;20(1):136.
Jensen ET, Stafford JM, Saydah S, D’Agostino RB Jr, Dolan LM, Lawrence JM, Marcovina S, Mayer-Davis EJ, Pihoker C, Rewers A, Dabelea D. Increase in prevalence of diabetic ketoacidosis at diagnosis among youth with type 1 diabetes: the SEARCH for Diabetes in Youth Study.external icon Diabetes Care. 2021 Jun 7;44(7):1573–1578.
Shapiro ALB, Dabelea D, Stafford JM, D’Agostino R Jr, Pihoker C, Liese AD, Shah AS, Bellatorre A, Lawrence JM, Henkin L, Saydah S, Wilkening G; SEARCH for Diabetes in Youth Study Group. Cognitive function in adolescents and young adults with youth-onset type 1 versus type 2 diabetes: The SEARCH for Diabetes in Youth Study.external icon Diabetes Care. 2021 Apr 26;44(6):1273–1280.
Westreich KD, Isom S, Divers J, D’Agostino R, Lawrence JM, Kanakatti Shankar R, Dolan LM, Imperatore G, Dabelea D, Mayer-Davis EJ, Mottl AK. Trajectories in estimated glomerular filtration rate in youth-onset type 1 and type 2 diabetes: The SEARCH for Diabetes in Youth Study.external icon J Diabetes Complications. 2021 Feb;35(2):107768.
Poulsen MN, Schwartz BS, Nordberg C, DeWalle J, Pollak J, Imperatore G, Mercado CI, Siegel KR, Hirsch AG. Association of greenness with blood pressure among individuals with type 2 diabetes across rural to urban community types in Pennsylvania, USA.external icon Int J Environ Res Public Health. 2021 Jan 13;18(2):614.
Schwartz BS, Pollak J, Poulsen MN, Bandeen-Roche K, Moon K, DeWalle J, Siegel K, Mercado C, Imperatore G, Hirsch AG. Association of community types and features in a case-control analysis of new onset type 2 diabetes across a diverse geography in Pennsylvania.external icon BMJ Open. 2021 Jan 13;11(1):e043528.
Lawrence JM, Slezak JM, Quesenberry C, Li X, Yu L, Rewers M, Alexander JG, Takhar HS, Sridhar S, Albright A, Rolka DB, Saydah S, Imperatore G, Ferrara A. Incidence and predictors of type 1 diabetes among younger adults aged 20-45 years: The Diabetes in Young Adults (DiYA) Study.external icon Diabetes Res Clin Pract. 2021 Jan;171:108624.
Casagrande SS, Lessem SE, Orchard TJ, Bullard KM, Geiss LS, Saydah SH, Menke A, Imperatore G, Rust KF, Cowie CC. Comparison of several survey-based algorithms to ascertain type 1 diabetes among US adults with self-reported diabetes.external icon BMJ Open Diabetes Res Care. 2020 Dec;8(2):e001917.
Roberts AJ, Taplin CE, Isom S, Divers J, Saydah S, Jensen ET, Mayer-Davis EJ, Reid LA, Liese AD, Dolan LM, Dabelea D, Lawrence JM, Pihoker C. Association between fear of hypoglycemia and physical activity in youth with type 1 diabetes: The SEARCH for diabetes in youth study.external icon Pediatr Diabetes. 2020 Nov;21(7):1277–1284.
Sauder KA, Stafford JM, The NS, Mayer-Davis EJ, Thomas J, Lawrence JM, Kim G, Siegel KR, Jensen ET, Shah AS, D’Agostino RB Jr, Dabelea D; SEARCH for Diabetes in Youth Study Group. Dietary strategies to manage diabetes and glycemic control in youth and young adults with youth-onset type 1 and type 2 diabetes: The SEARCH for diabetes in youth study.external icon Pediatr Diabetes. 2020 Nov;21(7):1093–1101.
Chen Y, Rolka D, Xie H, Saydah S. Imputed state-level prevalence of achieving goals to prevent complications of diabetes in adults with self-reported diabetes — United States, 2017–2018. MMWR Morb Mortal Wkly Rep. 2020 Nov;69(45):1665–1670. View summary.
Crume TL, Hamman RF, Isom S, Divers J, Mayer-Davis EJ, Liese AD, Saydah S, Lawrence JM, Pihoker C, Dabelea D; SEARCH for Diabetes in Youth Study Group. The accuracy of provider diagnosed diabetes type in youth compared to an etiologic criteria in the SEARCH for Diabetes in Youth Study.external icon Pediatr Diabetes. 2020 Dec;21(8):1403–1411.
Fishbein HA, Birch RJ, Mathew SM, Sawyer HL, Pulver G, Poling J, Kaelber D, Mardon R, Johnson MC, Pace W, Umbel KD, Zhang X, Siegel KR, Imperatore G, Shrestha S, Proia K, Cheng Y, McKeever Bullard K, Gregg EW, Rolka D, Pavkov ME. The Longitudinal Epidemiologic Assessment of Diabetes Risk (LEADR): unique 1.4 M patient electronic health record cohort.external icon HealthCare. 2020 Dec;8(4):100458.
Hirsch AG, Carson AP, Lee NL, McAlexander T, Mercado C, Siegel K, Black NC, Elbel B, Long DL, Lopez P, McClure LA, Poulsen MN, Schwartz BS, Thorpe LE. The Diabetes Location, Environmental Attributes, and Disparities Network: protocol for nested case control and cohort studies, rationale, and baseline characteristics.external icon JMIR Res Protoc. 2020 Oct 19;9(10):e21377.
Wells BJ, Lenoir KM, Wagenknecht LE, Mayer-Davis EJ, Lawrence JM, Dabelea D, Pihoker C, Saydah S, Casanova R, Turley C, Liese AD, Standiford D, Kahn MG, Hamman R, Divers J. Detection of diabetes status and type in youth using electronic health records: The SEARCH for Diabetes in Youth Study.external icon Diabetes Care. 2020 Oct;43(10):2418–2425.
Nooney JG, Kirkman MS, Bullard KM, White Z, Meadows K, Campione JR, Mardon R, Rivero G, Benoit SR, Pfaff E, Rolka D, Saydah S. Identifying optimal survey-based algorithms to distinguish diabetes type among adults with diabetes.external icon J Clin Transl Endocrinol. 2020 Sep;21:100231.
Koebnick C, Imperatore G, Jensen ET, Stafford JM, Shah AS, Mottl AK, Bell RA, Dabelea D, Liese AD, Marcovina SM, D’Agostino RB Jr, Urbina EM, Lawrence JM. Progression to hypertension in youth and young adults with type 1 or type 2 diabetes: The SEARCH for Diabetes in Youth Study.external icon J Clin Hypertens (Greenwich). 2020 May;22(5):888‒896.
Malik FS, Stafford JM, Reboussin BA, Klingensmith GJ, Dabelea D, Lawrence JM, Mayer-Davis E, Saydah S, Corathers S, Pihoker C; SEARCH for Diabetes in Youth Study. Receipt of recommended complications and comorbidities screening in youth and young adults with type 1 diabetes: Associations with metabolic status and satisfaction with care.external icon Pediatr Diabetes. 2020 Mar;21(2):349‒357.
Divers J, Mayer-Davis EJ, Lawrence JM, Isom S, Dabelea D, Dolan L, Imperatore G, Marcovina S, Pettitt DJ, Pihoker C, Hamman RF, Saydah S, Wagenknecht LE. Trends in incidence of type 1 and type 2 diabetes among youths—selected counties and Indian reservations, United States, 2002–2015. MMWR Morb Mortal Wkly Rep. 2020 Feb;69(6):161–165. View summary.

Modeling and Economics

ShaoH, LiP, GuoJ, FonsecaV, ShiL, ZhangP. Socioeconomic factors play a more important role than clinical needs in the use of SGLT2 inhibitors and GLP-1 receptor agonists in people with type 2 diabetesexternal icon. Diabetes Care. 2022 Feb 1;45(2):e32–e33.
Wang Y, Park J, Li R, Luman E, Zhang P. National trends in out-of-pocket costs among U.S. adults with diabetes aged 18–64 years: 2001–2017.external icon Diabetes Care. 2021 Nov;44(11):2510–2517.
Park J, Zhang P, Wang Y, Zhou X, Look KA, Bigman ET. High out-of-pocket health care cost burden among Medicare beneficiaries with diabetes, 1999–2017.external icon Diabetes Care. 2021 Aug;44(8):1797–1804. View summary.
Shao H, Laxy M, Benoit SR, Cheng YJ, Gregg EW, Zhang P. Trends in total and out-of-pocket payments for noninsulin glucose-lowering drugs among U.S. adults with large-employer private health insurance from 2005 to 2018.external icon Diabetes Care. 2021 Apr;44(4):925-934.
Chen Y, Zhang P, Luman ET, Griffin SO, Rolka DB. Incremental dental expenditures associated with diabetes among noninstitutionalized U.S. adults aged ≥ 18 years old in 2016-2017.external icon Diabetes Care. 2021 Apr 26;44(6):1317–1323.
Ng BP, Wang G, Laxy M, Park C, Ritchey MD, Fang J, Soler RE, Smith BD, Zhang P. Medicaid medical costs associated with hypertension by diabetes status among women in Alabama.external icon J Health Care Poor Underserved. 2021;32(1):523-536.
Ng BP, Laxy M, Shrestha SS, Soler RE, Cannon MJ, Smith BD, Zhang P. Prevalence and medical expenditures of diabetes-related complications among adult Medicaid enrollees with diabetes in eight US states.external icon J Diabetes Complications. 2021 Mar;35(3):107814.
Shao H, Laxy M, Gregg EW, Albright A, Zhang P. Cost-effectiveness of the new 2018 American College of Physicians glycemic control guidance statements among US adults with type 2 diabetes.external icon Value Health. 2021 Feb;24(2):227–235.
Hutton DW, McCullough JS, Prosser L, Ye W, Herman WH, Zhang P, Pilishvili T, Pike J. Costs implications of pneumococcal vaccination of adults aged 30-60 with a recent diagnosis of diabetes.external icon Vaccine. 2021 Feb 22;39(8):1333–1338.
Yang W, Cintina I, Hoerger T, Neuwahl SJ, Shao H, Laxy M, Zhang P. Estimating costs of diabetes complications in people <65 years in the U.S. using panel data.external icon J Diabetes Complications. 2020 Dec;34(12):107735.
Ng BP, Cheng YJ, Rutledge S, Cannon MJ, Zhang P, Smith BD. Estimated number of eligible Part B beneficiaries for the Medicare Diabetes Prevention Program at the county level and by urban-rural classification.external icon PLoS One. 2020 Nov 10;15(11):e0241757.
Laxy M, Zhang P, Ng BP, Shao H, Ali MK, Albright A, Gregg EW. Implementing lifestyle change interventions to prevent type 2 diabetes in US Medicaid programs: cost effectiveness, and cost, health, and health equity impact.external icon Appl Health Econ Health Policy. 2020 Oct;18(5):713–726.
Zhou X, Shrestha SS, Shao H, Zhang P. Factors contributing to the rising national cost of glucose-lowering medicines for diabetes during 2005–2007 and 2015–2017.external icon Diabetes Care. 2020 Oct;43(10):2396–2402.
Si L, Willis MS, Asseburg C, Nilsson A, Tew M, Clarke PM, Lamotte M, Ramos M, Shao H, Shi L, Zhang P, McEwan P, Ye W, Herman WH, Kuo S, Isaman DJ, Schramm W, Sailer F, Brennan A, Pollard D, Smolen HJ, Leal J, Gray A, Patel R, Feenstra T, Palmer AJ. Evaluating the ability of economic models of diabetes to simulate new cardiovascular outcomes trials: a report on the Ninth Mount Hood Diabetes Challenge.external icon Value Health. 2020 Sep;23(9):1163-1170.
Siegel KR, Ali MK, Zhou X, Ng BP, Jawanda S, Proia K, Zhang X, Gregg EW, Albright AL, Zhang P. Cost-effectiveness of interventions to manage diabetes: has the evidence changed since 2008?external icon Diabetes Care. 2020 July;43(7):1557‒1592.
Zhou X, Siegel KR, Ng BP, Jawanda S, Proia KK, Zhang X, Albright AL, Zhang P. Cost-effectiveness of diabetes prevention interventions targeting high-risk individuals and whole populations: a systematic reviewexternal icon. Diabetes Care. 2020 July;43(7):1593‒1616.
Mühlenbruch K, Zhuo X, Bardenheier B, Shao H, Laxy M, Icks A, Zhang P, Gregg EW, Schulze MB. Selecting the optimal risk threshold of diabetes risk scores to identify high-risk individuals for diabetes prevention: a cost-effectiveness analysis.external icon Acta Diabetol. 2020 Apr;57(4):447-454.

Health Policy and Health Services

Siegel KR, Gregg EW, Duru OK, Shi L, Mangione CM, Thornton PL, Clauser S, Ali MK. Time to start addressing (and not just describing) the social determinants of diabetes: results from the NEXT-D 2.0 network.external icon BMJ Open Diabetes Res Care. 2021 Dec;9(Suppl 1external icon):e002524.
Garabedian LF, Zhang F, LeCates R, Wallace J, Ross-Degnan D, Wharam JF. Trends in high deductible health plan enrolment and spending among commercially insured members with and without chronic conditions: a Natural Experiment for Translation in Diabetes (NEXT-D2) Study.external icon BMJ Open. 2021 Sep 13;11(9):e044198.
Furmanchuk A, Liu M, Song X, Waitman LR, Meurer JR, Osinski K, Stoddard A, Chrischilles E, McClay JC, Cowell LG, Tachinardi U, Embi PJ, Mosa ASM, Mandhadi V, Shah RC, Garcia D, Angulo F, Patino A, Trick WE, Markossian TW, Rasmussen-Torvik LJ, Kho AN, Black BS. Effect of the Affordable Care Act on diabetes care at major health centers: newly detected diabetes and diabetes medication management.external icon BMJ Open Diabetes Res Care. 2021 Jun;9(1):e002205.
Gregg EW, Duru OK, Shi L, Mangione CM, Siegel KR, Ramsay A, Thornton PL, Clauser S, Ali MK. Filling the public health science gaps for diabetes with natural experiments.external icon Medical Care. 2020 Jun;58(6) Suppl 1external icon:S1‒S3.
Ross-Degnan D, Wallace J, Zhang F, Soumerai SB,Garabedian Laura, Wharam JF. Reduced cost-sharing for preventive drugs preferentially benefits low-income patients with diabetes in high deductible health plans with health savings accountsexternal icon. Medical Care. 2020 Jun;58(6) Suppl1:S4‒S13.
Marino M, Angier H, Fankhauser K, Valenzuela S, Hoopes M, Heintzman J, DeVoe J, Moreno L, Huguet N. Disparities in biomarkers for patients with diabetes after the Affordable Care Actexternal icon. Medical Care. 2020 Jun;58(6) Suppl 1:S31‒S39.
Ogilvie D, Adams J, Bauman A, Gregg EW, Panter J, Siegel KR, Wareham NJ, White M. Using natural experimental studies to guide public health action: turning the evidence-based medicine paradigm on its head.external icon J Epidemiol Community Health. 2020 Feb;74(2):203–208.

Effectiveness Research

Chao AM, Wadden TA, Clark JM, Hayden KM, Howard MJ, Johnson KC, Laferrère B, McCaffery JM, Wing RR, Yanovski SZ, Wagenknecht LE; Look AHEAD Research Group. Changes in the prevalence of symptoms of depression, loneliness, and insomnia in U.S. older adults with type 2 diabetes during the COVID-19 pandemic: the Look AHEAD Study.external icon Diabetes Care. 2022 Jan 1;45(1):74–82.
Lee CG, Heckman-Stoddard B, Dabelea D, Gadde KM, Ehrmann D, Ford L, Prorok P, Boyko EJ, Pi-Sunyer X, Wallia A, Knowler WC, Crandall JP, Temprosa M; Diabetes Prevention Program Research Group. Effect of metformin and lifestyle interventions on mortality in the Diabetes Prevention Program and Diabetes Prevention Program Outcomes Study.external icon Diabetes Care. 2021 Dec;44(12):2775–2782.
Gong Q, Zhang P, Wang J, Gregg EW, Cheng YJ, Li G, Bennett PH; Da Qing Diabetes Prevention Outcome Study Group. Efficacy of lifestyle intervention in adults with impaired glucose tolerance with and without impaired fasting plasma glucose: a post hoc analysis of Da Qing Diabetes Prevention Outcome Study.external icon Diabetes Obes Metab. 2021 Oct;23(10):2385–2394.
Look AHEAD Research Group, Wadden TA, Chao AM, Anderson H, Annis K, Atkinson K, Bolin P, Brantley P, Clark JM, Coday M, Dutton G, Foreyt JP, Gregg EW, Hazuda HP, Hill JO, Hubbard VS, Jakicic JM, Jeffery RW, Johnson KC, Kahn SE, Knowler WC, Korytkowski M, Lewis CE, Laferrère B, Middelbeek RJ, Munshi MN, Nathan DM, Neiberg RH, Pilla SJ, Peters A, Pi-Sunyer X, Rejeski JW, Redmon B, Stewart T, Vaughan E, Wagenknecht LE, Walkup MP, Wing RR, Wyatt H, Yanovski SZ, Zhang P. Changes in mood and health-related quality of life in Look AHEAD 6 years after termination of the lifestyle intervention.external icon Obesity (Silver Spring). 2021 Aug;29(8):1294–1308.
Chen Y, Zhang P, Wang J, Gong Q, An Y, Qian X, Zhang B, Li H, Gregg EW, Bennett PH, Li G. Associations of progression to diabetes and regression to normal glucose tolerance with development of cardiovascular and microvascular disease among people with impaired glucose tolerance: a secondary analysis of the 30 year Da Qing Diabetes Prevention Outcome Study.external icon Diabetologia. 2021 Jun;64(6):1279–1287.
Neuwahl SJ, Zhang P, Chen H, Shao H, Laxy M, Anderson AM, Craven TE, Hoerger TJ; Look AHEAD Research Group. Patient health utility equations for a type 2 diabetes model.external icon Diabetes Care. 2021 Feb;44(2):381–389.
Zhang P, Atkinson KM, Bray GA, Chen H, Clark JM, Coday M, Dutton GR, Egan C, Espeland MA, Evans M, Foreyt JP, Greenway FL, Gregg EW, Hazuda HP, Hill JO, Horton ES, Hubbard VS, Huckfeldt PJ, Jackson SD, Jakicic JM, Jeffery RW, Johnson KC, Kahn SE, Killean T, Knowler WC, Korytkowski M, Lewis CE, Maruthur NM, Michaels S, Montez MG, Nathan DM, Patricio J, Peters A, Pi-Sunyer X, Pownall H, Redmon B, Rushing JT, Steinburg H, Wadden TA, Wing RR, Wyatt H, Yanovski SZ; Look AHEAD Research Group. Within-trial cost-effectiveness of a structured lifestyle intervention in adults with overweight/obesity and type 2 diabetes: results from the Action for Health in Diabetes (Look AHEAD) Study.external icon Diabetes Care. 2021 Jan;44(1):67–74.
Look AHEAD Research Group, Chao AM, Wadden TA, Berkowitz RI, Blackburn G, Bolin P, Clark JM, Coday M, Curtis JM, Delahanty LM, Dutton GR, Evans M, Ewing LJ, Foreyt JP, Gay LJ, Gregg EW, Hazuda HP, Hill JO, Horton ES, Houston DK, Jakicic JM, Jeffery RW, Johnson KC, Kahn SE, Knowler WC, Kure A, Michalski KL, Montez MG, Neiberg RH, Patricio J, Peters A, Pi-Sunyer X, Pownall H, Reboussin D, Redmon B, Rejeski WJ, Steinburg H, Walker M, Williamson DA, Wing RR, Wyatt H, Yanovski SZ, Zhang P. Weight change 2 years after termination of the intensive lifestyle intervention in the Look AHEAD Study.external icon Obesity (Silver Spring). 2020 May;28(5):893-901.

Global Projects

Green A, Hede SM, Patterson CC, Wild SH, Imperatore G, Roglic G, Beran D. Type 1 diabetes in 2017: global estimates of incident and prevalent cases in children and adults.external icon Diabetologia. 2021 Dec;64(12):2741–2750.
Bracco PA, Gregg EW, Rolka DB, Schmidt MI, Barreto SM, Lotufo PA, Bensenor I, Duncan BB. Lifetime risk of developing diabetes and years of life lost among those with diabetes in Brazil.external icon J Glob Health. 2021 Jul 3;11:04041.
Siegel KR, Albright AL. Population-level approaches to preventing type 2 diabetes globally.external icon Endocrinol Metab Clin North Am. 2021 Sep;50(3):401–414.
Magliano DJ, Chen L, Islam RM, Carstensen B, Gregg EW, Pavkov ME, Andes LJ, Balicer R, Baviera M, Boersma-van Dam E, Booth GL, Chan JCN, Chua YX, Fosse-Edorh S, Fuentes S, Gulseth HL, Gurevicius R, Ha KH, Hird TR, Jermendy G, Khalangot MD, Kim DJ, Kiss Z, Kravchenko VI, Leventer-Roberts M, Lin CY, Luk AOY, Mata-Cases M, Mauricio D, Nichols GA, Nielen MM, Pang D, Paul SK, Pelletier C, Pildava S, Porath A, Read SH, Roncaglioni MC, Lopez-Doriga Ruiz P, Shestakova M, Vikulova O, Wang KL, Wild SH, Yekutiel N, Shaw JE. Trends in the incidence of diagnosed diabetes: a multicountry analysis of aggregate data from 22 million diagnoses in high-income and middle-income settings.external icon Lancet Diabetes Endocrinol. 2021 Apr;9(4):203-211.
Nanayakkara N, Curtis AJ, Heritier S, Gadowski AM, Pavkov ME, Kenealy T, Owens DR, Thomas RL, Song S, Wong J, Chan JC, Luk AO, Penno G, Ji L, Mohan V, Amutha A, Romero-Aroca P, Gasevic D, Magliano DJ, Teede HJ, Chalmers J, Zoungas S. Impact of age at type 2 diabetes mellitus diagnosis on mortality and vascular complications: systematic review and meta-analyses.external icon Diabetologia. 2021 Feb;64(2):275–287.
Chan JCN, Lim LL, Wareham NJ, Shaw JE, Orchard TJ, Zhang P, Lau ESH, Eliasson B, Kong APS, Ezzati M, Aguilar-Salinas CA, McGill M, Levitt NS, Ning G, So WY, Adams J, Bracco P, Forouhi NG, Gregory GA, Guo J, Hua X, Klatman EL, Magliano DJ, Ng BP, Ogilvie D, Panter J, Pavkov M, Shao H, Unwin N, White M, Wou C, Ma RCW, Schmidt MI, Ramachandran A, Seino Y, Bennett PH, Oldenburg B, Gagliardino JJ, Luk AOY, Clarke PM, Ogle GD, Davies MJ, Holman RR, Gregg EW. The Lancet Commission on diabetes: using data to transform diabetes care and patient lives.external icon Lancet. 2020 Dec 19;396(10267):2019–2082.
Chen L, Islam RM, Wang J, Hird TR, Pavkov ME, Gregg EW, Salim A, Tabesh M, Koye DN, Harding JL, Sacre JW, Barr ELM, Magliano DJ, Shaw JE. A systematic review of trends in all-cause mortality among people with diabetesexternal icon. Diabetologia. 2020 Sep;63(9):1718‒1735.
Bracco PA, Gregg EW, Rolka DB, Schmidt MI, Barreto SM, Lotufo PA, Bensenor I, Chor D, Duncan BB. A nationwide analysis of the excess death attributable to diabetes in Brazil.external icon J Glob Health. 2020 Jun;10(1):010401.
Williams R, Karuranga S, Malanda B, Saeedi P, Basit A, Besançon S, Bommer C, Esteghamati A, Ogurtsova K, Zhang P, Colagiuri S. Global and regional estimates and projections of diabetes-related health expenditure: results from the International Diabetes Federation Diabetes Atlas, 9th edition.external icon Diabetes Res Clin Pract. 2020 Apr;162:108072.

All DDT Articles and Publications

Page last reviewed: January 28, 2022

Content source: Centers for Disease Control and Prevention