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Research Article| Volume 56, ISSUE 7, P686-693, July 2003

Impact of diabetes on cognitive function among older Latinos

A population-based cohort study

      Abstract

      Background and Objectives: Type 2 diabetes, which is highly prevalent in older Mexican Americans, may influence cognitive functioning. We examined the association of diabetes with decline in global cognitive function and memory function over a 2-year period.
      Methods: Study subjects were derived from an existing cohort of Latinos aged 60 and over in the SALSA project (n = 1,789). Statistical analysis was conducted using logistic regression and a generalized estimating equation (GEE).
      Results: Logistic regression analysis indicated that baseline diabetes was a significant predictor of major cognitive impairment in Modified Mini Mental State Exam (3MSE) (OR = 1.68, 95% CI = 1.21, 2.34) and word-list test (OR = 1.31, 95% CI = 0.99, 1.75). GEE analysis showed that there was no significant difference between diabetic and nondiabetic subjects in change of cognitive scores over 2 years (3MSE, mean = −0.58, 95% CI = −1.48, 0.32; word-list test, mean = −0.10, 95% CI = −0.32, 0.11).
      Conclusions: More diabetic complications were associated with major cognitive decline among diabetic subjects. Research on long-term impact of treatment for type 2 diabetes is warranted.

      Keywords

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      References

        • U.S. Census Bureau
        Population by age, Hispanic origin, race, and sex: March 1999.
        Current Population Survey Internet release. Vol. 8. U.S. Census Bureau, Washington (DC)2000 (p. 99)
        • Hanis C.L.
        • Ferrell R.E.
        • Baron S.A.
        • Aguilar L.
        • Garza-Ibarra A.
        • Tulloch B.R.
        • Garcia C.A.
        • Schull W.J.
        Diabetes among Mexican-Americans in Starr County, Texas.
        Am J Epidemiol. 1983; 118: 649-672
        • Stern M.P.
        • Gaskill S.P.
        • Hazuda H.P.
        • Gardner L.I.
        • Haffner S.M.
        Does obesity explain excess prevalence of diabetes among Mexican Americans? Results of the San Antonio Heart Study.
        Diabetologia. 1983; 24: 272-277
        • Hamman R.F.
        • Marshall J.A.
        • Baxter J.
        • Kahn L.B.
        • Mayer E.J.
        • Orleans M.
        • Murphy J.R.
        • Lezotte D.C.
        Methods and prevalence of non-insulin-dependent diabetes mellitus in a biethnic Colorado population: The San Luis Valley Diabetes Study.
        Am J Epidemiol. 1989; 129: 295-311
        • Flegal K.M.
        • Ezzati T.M.
        • Harris M.I.
        • Haynes S.G.
        • Juarez R.Z.
        • Knowler W.C.
        • Perez-Stable E.J.
        • Stern M.P.
        Prevalence of diabetes in Mexican Americans, Cubans, and Puerto Ricans from the Hispanic Health and Nutrition Examination Survey, 1982–1984.
        Diabetes Care. 1991; 14: 628-638
        • Harris M.I.
        • Flegal K.M.
        • Cowie C.C.
        • Eberhardt M.S.
        • Goldstein D.E.
        • Little R.R.
        • Wiedmeyer H.M.
        • Byrd-Hold D.D.
        Prevalence of diabetes, impaired fasting glucose, and impaired glucose tolerance in US adults: The Third National Health and Nutrition Examination Survey (NHANES), 1988–94.
        Diabetes Care. 1998; 21: 518-524
        • Harris M.I.
        Summary.
        in: 2nd ed. Diabetes in America. Vol. 1. National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda1995: 1-14
        • Carter J.S.
        • Pugh J.A.
        • Monterrosa A.
        Non-insulin-dependent diabetes mellitus in minorities in the United States.
        Ann Intern Med. 1996; 125: 221-232
        • de Lissovoy G.
        • Ganoczy D.A.
        • Ray N.F.
        Relationship of hemoglobin A1c, age of diabetes diagnosis, and ethnicity to clinical outcomes and medical costs in a computer—simulated cohort of persons with type 2 diabetes.
        Am J Manage Care. 2000; 6: 573-584
        • Black S.A.
        Increased health burden associated with comorbid depression in older diabetic Mexican Americans. Results from the Hispanic Established Population for the Epidemiologic Study of the Elderly survey.
        Diabetes Care. 1999; 22: 56-64
        • Perlmuter L.C.
        • Hakami M.K.
        • Hodgson-Harrington C.
        • Ginsberg J.
        • Katz J.
        • Singer D.E.
        • Nathan D.M.
        Decreased cognitive function in aging non-insulin-dependent diabetic patients.
        Am J Med. 1984; 77: 1043-1048
        • Mooradian A.D.
        • Perryman K.
        • Fitten J.
        • Kavonian G.D.
        • Morley J.E.
        Cortical function in elderly non-insulin dependent diabetic patients. Behavioral and electrophysiologic studies.
        Arch Intern Med. 1988; 148: 2369-2372
        • Worrall G.
        • Moulton N.
        • Briffett E.
        Effect of type II diabetes mellitus on cognitive function.
        J Fam Pract. 1993; 36: 639-643
        • Croxson S.C.
        • Jagger C.
        Diabetes and cognitive impairment: a community-based study of elderly subjects.
        Age Aging. 1995; 24: 421-424
        • Haan M.N.
        • Weldon M.
        The influence of diabetes, hypertension, and stroke on ethnic differences in physical and cognitive functioning in an ethnically diverse older population.
        Annals of Epidemiology. 1996; 6: 392-398
        • Gregg E.W.
        • Yaffe K.
        • Cauley J.A.
        • Rolka D.B.
        • Blackwell T.L.
        • Narayan K.M.
        • Cummings S.R.
        Is diabetes associated with cognitive impairment and cognitive decline among older women? The Study of Osteoporotic Fractures Research Group.
        Arch Intern Med. 2000; 160: 174-180
        • Haan M.N.
        • Shemanski L.
        • Jagust W.J.
        • Manolio T.A.
        • Kuller L.
        The role of APOE epsilon4 in modulating effects of other risk factors for cognitive decline in elderly persons.
        JAMA. 1999; 282: 40-46
        • Strachan M.W.J.
        • Deary I.J.
        • Ewing F.M.
        • Frier B.M.
        Is type II diabetes associated with an increased risk of cognitive dysfunction? A critical review of published studies.
        Diabetes Care. 1997; 20: 438-445
        • Ganguli M.
        • Seaberg E.
        • Belle S.
        • Fischer L.
        • Kuller L.H.
        Cognitive impairment and the use of health services in an elderly rural population: the MOVIES Project.
        J Am Geriatr Soc. 1993; 41: 1065-1070
        • Gale C.R.
        • Martyn C.N.
        • Cooper C.
        Cognitive impairment and mortality in a cohort of elderly people.
        BMJ. 1996; 312: 608-611
        • Fried L.P.
        • Kronmal R.A.
        • Newman A.B.
        • Bild D.E.
        • Mittelmark M.B.
        • Polak J.F.
        • Robbins J.A.
        • Gardin J.M.
        Risk factors for 5-year mortality in older adults: the Cardiovascular Health Study.
        JAMA. 1998; 279: 585-592
        • Ernst R.L.
        • Hay J.W.
        • Fenn C.
        • Tinklenberg J.
        • Yesavage J.A.
        Cognitive function and the costs of Alzheimer disease: an exploratory study.
        Arch Neurol. 1997; 54: 687-693
        • Fox P.J.
        • Kohatsu N.
        • Max W.
        • Arnsberger P.
        Estimating the costs of caring for people with Alzheimer disease in California: 2000–2040.
        J Public Health Policy. 2001; 22: 88-97
        • Taylor Jr., D.H.
        • Sloan F.A.
        How much do persons with Alzheimer's disease cost Medicare?.
        J Am Geriatr Soc. 2000; 48: 639-646
        • Jagusch W.
        • Cramon D.Y.V.
        • Renner R.
        • Hepp K.D.
        Cognitive function and metabolic state in elderly diabetic patients.
        Diabetes Nutr Metab. 1992; 5: 265-274
        • Ryu N.
        • Chin K.
        Insurin hiizon-gata tounyoubyou kanja ni okeru no kino shogai no kento.
        No To Shinkei. 1995; 47: 543-548
        • Ciotti G.
        • Bonati P.A.
        • Pedrazzoni M.
        • Butturini L.
        • Mantovani M.
        • Cucinotta D.
        Deterioramento mentale in soggetti anziani con diabete tipo II.
        G Clin Med. 1986; 67: 21-23
        • Folstein M.F.
        • Folstein S.E.
        • McHigh P.R.
        “Mini-Mental State”: a practical method of grading the cognitive function of patients for the clinician.
        J Psychiatr Res. 1978; 12: 189-198
        • Harris M.I.
        Racial and ethnic differences in health care access and health outcomes for adults with type 2 diabetes.
        Diabetes Care. 2001; 24: 454-459
        • Lipton R.
        • Losey L.
        • Giachello A.L.
        • Corral M.
        • Girotti M.H.
        • Mendez J.J.
        Factors affecting diabetes treatment and patient education among Latinos: results of a preliminary study in Chicago.
        J Med Syst. 1996; 20: 267-276
        • McMillan D.E.
        The role of blood flow in diabetic vascular disease.
        in: Rifkin H. Porte D. Diabetes mellitus theory and practice. 4th ed. Elsevier, New York1990
        • Haan M.N.
        • Mungas D.M.
        • Conzalez H.M.
        • Ortiz T.A.
        • Acharya A.
        • Miller J.W.
        • Ramos M.I.
        • Jagust W.J.
        Prevalence of dementia in older Mexican Americans.
        J Am Geriatr Soc. 2003; 51: 169-177
        • Teng E.L.
        • Chui H.C.
        The Modified Mini-Mental State (3MS) examination.
        J Clin Psychiatry. 1987; 48: 314-318
        • Mungas D.
        • Reed B.R.
        • Marshall S.C.
        • Gonzalez H.M.
        Development of psychometrically matched English and Spanish language neuropsychological tests for older persons.
        Neuropsychology. 2000; 14: 209-223
        • Gonzalez H.M.
        • Mungas D.
        • Reed B.R.
        • Marshall S.
        • Haan M.N.
        A new verbal learning and memory test for English- and Spanish-speaking older people.
        J Int Neuropsychol Soc. 2001; 7: 544-555
        • Radloff L.S.
        The Ces-D scale: a self-report depression scale for research in the general population.
        Applied Psychological Measurement. 1977; 1: 385-401
        • Cuellar I.
        • Arnold B.
        • Maldonado R.
        Acculturation rating scale for Mexican Americans-II: a revision of the original ARSMA Scale.
        Hispanic J Behav Sci. 1995; 17: 275-304
        • Schafer J.L.
        • Olsen M.K.
        Multiple imputation for multivariate missing-data problems: a data analyst's perspective.
        Multivar Behav Res. 1998; 33: 545-571
        • Schafer J.L.
        Analytics of incomplete multivariate data. Chapman & Hall, London1997
        • Rubin D.B.
        Multiple imputation for nonresponse in surveys. J. Wiley & Sons, New York1987
        • Nguyen H.T.
        • Black S.A.
        • Ray L.A.
        • Espino D.V.
        • Markides K.S.
        Predictors of decline in MMSE scores among older Mexican Americans.
        J Gerontol Med Sci. 2002; 57A: M181-M185