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Risk factors for type 2 diabetes mellitus preceded by β-cell dysfunction, insulin resistance, or both in older adults: the Cardiovascular Health Study.

TitleRisk factors for type 2 diabetes mellitus preceded by β-cell dysfunction, insulin resistance, or both in older adults: the Cardiovascular Health Study.
Publication TypeJournal Article
Year of Publication2013
AuthorsImamura, F, Mukamal, KJ, Meigs, JB, Luchsinger, JA, Ix, JH, Siscovick, DS, Mozaffarian, D
JournalAm J Epidemiol
Volume177
Issue12
Start Page1418
Pagination1418-29
Date Published2013 Jun 15
ISSN1476-6256
KeywordsAdiposity, Age Factors, Aged, Aged, 80 and over, Aging, Alcohol Drinking, Blood Pressure, Cross-Sectional Studies, Diabetes Mellitus, Type 2, Female, Humans, Incidence, Insulin Resistance, Insulin-Secreting Cells, Lipids, Male, Prospective Studies, Risk Factors, Socioeconomic Factors, United States
Abstract<p>Insulin resistance (IR) and pancreatic β-cell dysfunction lead to type 2 diabetes mellitus (DM). We tested whether risk factors would differ for DM that was preceded predominantly by IR, β-cell dysfunction, or both among 4,384 older adults (mean age, 72.7 (standard deviation, 5.6) years) in the Cardiovascular Health Study, which was conducted in North Carolina, California, Maryland, and Pennsylvania (1989-2007). When evaluating established risk factors, we found older age, greater adiposity, higher systolic blood pressure, a lower high-density lipoprotein cholesterol level, a higher triglyceride level, and a lower alcohol intake to be independently associated with greater IR but, conversely, with better β-cell function (P < 0.001). The prospective associations between some risk factors and incident DM varied significantly depending on whether DM was preceded predominantly by IR, β-cell dysfunction, or both. For example, obesity and lower high-density lipoprotein cholesterol levels were positively associated with DM preceded predominantly by IR (hazard ratio (HR) = 5.02, 95% confidence interval (CI): 2.81, 9.00; and HR = 1.97, 95% CI: 1.32, 2.93, respectively), with a significant association with and an insignificant trend toward a lower risk of DM preceded predominantly by β-cell dysfunction (HR = 0.33, 95% CI: 0.14, 0.80; and HR = 0.78, 95% CI: 0.43, 1.39, respectively). In conclusion, among older adults, DM risk factors were differentially associated with DM preceded predominantly by IR or β-cell dysfunction. Biologic and clinical implications of putative subtypes of DM require further investigation.</p>
DOI10.1093/aje/kws440
Alternate JournalAm. J. Epidemiol.
PubMed ID23707958
PubMed Central IDPMC3707407
Grant ListP30 AG024827 / AG / NIA NIH HHS / United States
R01 HL075366 / HL / NHLBI NIH HHS / United States
R01 AG015928 / AG / NIA NIH HHS / United States
R01 HL085710 / HL / NHLBI NIH HHS / United States
U01 HL080295 / HL / NHLBI NIH HHS / United States
R01-HL085710 / HL / NHLBI NIH HHS / United States
N01 HC015103 / HC / NHLBI NIH HHS / United States
R01-HL-094555 / HL / NHLBI NIH HHS / United States
P30-AG-024827 / AG / NIA NIH HHS / United States
R01-HL-075366 / HL / NHLBI NIH HHS / United States
N01HC55222 / HL / NHLBI NIH HHS / United States
R01 HL094555 / HL / NHLBI NIH HHS / United States
N01-HC-85086 / HC / NHLBI NIH HHS / United States
N01HC85086 / HL / NHLBI NIH HHS / United States
AG-027058 / AG / NIA NIH HHS / United States
N01-HC-55222 / HC / NHLBI NIH HHS / United States
K24 DK080140 / DK / NIDDK NIH HHS / United States
N01-HC-75150 / HC / NHLBI NIH HHS / United States
R01-AG-20098 / AG / NIA NIH HHS / United States
R01 AG020098 / AG / NIA NIH HHS / United States
N01HC75150 / HL / NHLBI NIH HHS / United States
R01-AG-023629 / AG / NIA NIH HHS / United States
N01-HC-85079 / HC / NHLBI NIH HHS / United States
3R01-HL085710-03S1 / HL / NHLBI NIH HHS / United States
N01HC85079 / HL / NHLBI NIH HHS / United States
R01 AG023629 / AG / NIA NIH HHS / United States
R01 AG027058 / AG / NIA NIH HHS / United States
N01 HC045133 / HC / NHLBI NIH HHS / United States
R01-AG-15928 / AG / NIA NIH HHS / United States
N01 HC035129 / HC / NHLBI NIH HHS / United States