KIT SIMPSON, DRPH 3OBJECTIVE -This study ascertained the odds of diagnosed depression in individuals with diabetes and the relation between depression and health care use and expenditures.RESEARCH DESIGN AND METHODS -First, we compared data from 825 adults with diabetes with that from 20,688 adults without diabetes using the 1996 Medical Expenditure Panel Survey (MEPS). Second, in patients with diabetes, we compared depressed and nondepressed individuals to identify differences in health care use and expenditures. Third, we adjusted use and expenditure estimates for differences in age, sex, race/ethnicity, health insurance, and comorbidity with analysis of covariance. Finally, we used the Consumer Price Index to adjust expenditures for inflation and used SAS and SUDAAN software for statistical analyses.RESULTS -Individuals with diabetes were twice as likely as a comparable sample from the general U.S. population to have diagnosed depression (odds ratio 1.9, 95% CI 1.5-2.5). Younger adults (Ͻ65 years), women, and unmarried individuals with diabetes were more likely to have depression. Patients with diabetes and depression had higher ambulatory care use (12 vs. 7, P Ͻ 0.0001) and filled more prescriptions (43 vs. 21, P Ͻ 0.0001) than their counterparts without depression. Finally, among individuals with diabetes, total health care expenditures for individuals with depression was 4.5 times higher than that for individuals without depression ($247,000,000 vs. $55,000,000, P Ͻ 0.0001).CONCLUSIONS -The odds of depression are higher in individuals with diabetes than in those without diabetes. Depression in individuals with diabetes is associated with increased health care use and expenditures, even after adjusting for differences in age, sex, race/ethnicity, health insurance, and comorbidity.
The insulin resistance syndrome (IRS) is associated with dyslipidemia and increased cardiovascular disease risk. A novel method for detailed analyses of lipoprotein subclass sizes and particle concentrations that uses nuclear magnetic resonance (NMR) of whole sera has become available. To define the effects of insulin resistance, we measured dyslipidemia using both NMR lipoprotein subclass analysis and conventional lipid panel, and insulin sensitivity as the maximal glucose disposal rate (GDR) during hyperinsulinemic clamps in 56 insulin sensitive (IS; mean ؎ SD: GDR 15.8 ؎ 2.0 mg ⅐ kg ؊1 ⅐ min ؊1 , fasting blood glucose [FBG] 4.7 ؎ 0.3 mmol/l, BMI 26 ؎ 5), 46 insulin resistant (IR; GDR 10.2 ؎ 1.9, FBG 4.9 ؎ 0.5, BMI 29 ؎ 5), and 46 untreated subjects with type 2 diabetes (GDR 7.4 ؎ 2.8, FBG 10.8 ؎ 3.7, BMI 30 ؎ 5). In the group as a whole, regression analyses with GDR showed that progressive insulin resistance was associated with an increase in VLDL size (r ؍ ؊0.40) and an increase in large VLDL particle concentrations (r ؍ ؊0.42), a decrease in LDL size (r ؍ 0.42) as a result of a marked increase in small LDL particles (r ؍ ؊0.34) and reduced large LDL (r ؍ 0.34), an overall increase in the number of LDL particles (r ؍ ؊0.44), and a decrease in HDL size (r ؍ 0.41) as a result of depletion of large HDL particles (r ؍ 0.38) and a modest increase in small HDL (r ؍ ؊0.21; all P < 0.01). These correlations were also evident when only normoglycemic individuals were included in the analyses (i.e., IS ؉ IR but no diabetes), and persisted in multiple regression analyses adjusting for age, BMI, sex, and race. Discontinuous analyses were also performed. When compared with IS, the IR and diabetes subgroups exhibited a two-to threefold increase in large VLDL particle concentrations (no change in medium or small VLDL), which produced an increase in serum triglycerides; a decrease in LDL size as a result of an increase in small and a reduction in large LDL subclasses, plus an increase in overall LDL particle concentration, which together led to no difference (IS versus IR) or a minimal difference (IS versus diabetes) in LDL cholesterol; and a decrease in large cardioprotective HDL combined with an increase in the small HDL subclass such that there was no net significant difference in HDL cholesterol. We conclude that 1) insulin resistance had profound effects on lipoprotein size and subclass particle concentrations for VLDL, LDL, and HDL when measured by NMR; 2) in type 2 diabetes, the lipoprotein subclass alterations are moderately exacerbated but can be attributed primarily to the underlying insulin resistance; and 3) these insulin resistance-induced changes in the NMR lipoprotein subclass profile predictably increase risk of cardiovascular disease but were not fully apparent in the conventional lipid panel. It will be important to study whether NMR lipoprotein subclass parameters can be used to manage risk more effectively and prevent cardiovascular disease in patients with the IRS. Diabetes 52:453-462, ...
OBJECTIVE -The aim of this study was to evaluate the effect of depression on all-cause and coronary heart disease (CHD) mortality among adults with and without diabetes.RESEARCH DESIGN AND METHODS -We studied 10,025 participants in the population-based National Health and Nutrition Examination Survey I Epidemiologic Follow-up Study who were alive and interviewed in 1982 and had complete data for the Center for Epidemiologic Studies Depression Scale. Four groups were created based on diabetes and depression status in 1982: 1) no diabetes, no depression (reference group); 2) no diabetes, depression present; 3) diabetes present, no depression; and i4) diabetes present, depression present. Cox proportional hazards regression models were used to calculate multivariate-adjusted hazard ratios (HRs) of death for each group compared with the reference group.RESULTS -Over 8 years (83,624 person-years of follow-up), 1,925 deaths were documented, including 522 deaths from CHD. Mortality rate per 1,000 person-years of follow-up was highest in the group with both diabetes and depression. Compared with the reference group, HRs for all-cause mortality were no diabetes, depression present, 1.20 (95% CI 1.03-1.40); diabetes present, no depression 1.88 (1.55-2.27); and diabetes present, depression present, 2.50 (2.04 -3.08). HRs for CHD mortality were no diabetes, depression present, 1.29 (0.96 -1.74); diabetes present, no depression 2.26 (1.60 -3.21); and diabetes present, depression present, 2.43 (1.66 -3.56).CONCLUSIONS -The coexistence of diabetes and depression is associated with a significantly increased risk of death from all causes, beyond that due to having either diabetes or depression alone.
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