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Depression trajectories and obesity among the elderly in Taiwan

Published online by Cambridge University Press:  05 January 2011

S.-Y. Kuo
Affiliation:
Department of Nursing, Ching Kuo Institute of Management and Health, Keelung, Taiwan
K.-M. Lin
Affiliation:
Division of Mental Health and Addiction Medicine,Institute of Population Health Sciences, National Health Research Institutes, Zhunan, Miaoli County, Taiwan
C.-Y. Chen
Affiliation:
Division of Mental Health and Addiction Medicine,Institute of Population Health Sciences, National Health Research Institutes, Zhunan, Miaoli County, Taiwan Institute of Public Health, National Yang-Ming University, Taipei, Taiwan
Y.-L. Chuang
Affiliation:
Center for Population and Health Survey Research, Bureau of Health Promotion, Department of Health, Taichung, Taiwan
W. J. Chen*
Affiliation:
Institute of Epidemiology, College of Public Health, National Taiwan University, Taipei, Taiwan Departments of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan
*
*Address for correspondence: W. J. Chen, M.D., Sc.D., Institute of Epidemiology, College of Public Health, National Taiwan University, 17 Xu-Zhou Road, Taipei 100, Taiwan. (Email: wjchen@ntu.edu.tw)

Abstract

Background

The present study aimed to (a) characterize 10-year trajectory patterns of depressive symptoms and (b) investigate the association between depressive trajectory and subsequent obesity, metabolic function and cortisol level.

Method

In a prospective study of Taiwanese adults aged ⩾60 years (n=3922) between 1989 and 1999, depression was assessed using a 10-item short-form of the Center for Epidemiologic Studies Depression Scale and information on body mass index (BMI) was collected by self-report. A subsample (n=445) of the original cohort in 1989 was drawn to assess metabolic variables and cortisol levels in a 2000 follow-up. After trajectory analyses were performed, multinomial logistic regression analyses were used to estimate the association estimates.

Results

We identified four distinctive trajectories of depressive symptoms: class 1 (persistent low, 41.8%); class 2 (persistent mild, 46.8%); class 3 (late peak, 4.2%); and class 4 (high-chronic, 7.2%). The results from both complete cases and multiple imputation analyses indicated that the odds of obesity were lower in the class 2, 3 or 4 elderly, as compared with those in class 1, while the odds of underweight were higher. The classes of older adults with more and persistent depressive symptoms showed a trend toward having both a lower BMI (p=0.01) and a higher cortisol level (p=0.04) compared with those with low depressive symptoms.

Conclusions

Incremental increases in depressive symptoms over time were associated with reduced risk of obesity and higher cortisol levels.

Type
Original Articles
Copyright
Copyright © Cambridge University Press 2011

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References

Allison, DB (2000). Multiple imputation for missing data: a cautionary tale. Social Methods and Research 28, 301309.CrossRefGoogle Scholar
Amore, M, Tagariello, P, Laterza, C, Savoia, EM (2007). Beyond nosography of depression in elderly. Archives of Gerontology and Geriatrics 44, 1322.CrossRefGoogle ScholarPubMed
Arterburn, DE, Crane, PK, Sullivan, SD (2004). The coming epidemic of obesity in elderly Americans. Journal of the American Geriatrics Society 52, 19071912.CrossRefGoogle ScholarPubMed
Beekman, AT, Geerlings, SW, Deeg, DJ, Smit, JH, Schoevers, RS, de Beurs, E, Braam, AW, Penninx, BW, van Tilburg, W (2002). The natural history of late-life depression: a 6-year prospective study in the community. Archives of General Psychiatry 59, 605611.CrossRefGoogle ScholarPubMed
Blazer, DG (2003). Depression in late life: review and commentary. Journals of Gerontology Series A – Biological Sciences and Medical Sciences 58, 249265.CrossRefGoogle Scholar
Boey, KW (1999). Cross-validation of a short form of the CES-D in Chinese elderly. International Journal of Geriatric Psychiatry 14, 608617.3.0.CO;2-Z>CrossRefGoogle Scholar
Bornstein, SR, Schuppenies, A, Wong, ML, Licinio, J (2006). Approaching the shared biology of obesity and depression: the stress axis as the locus of gene–environment interactions. Molecular Psychiatry 11, 892902.CrossRefGoogle ScholarPubMed
Bremmer, MA, Deeg, DJ, Beekman, AT, Penninx, BW, Lips, P, Hoogendijk, WJ (2007). Major depression in late life is associated with both hypo- and hypercortisolemia. Biological Psychiatry 62, 479486.CrossRefGoogle ScholarPubMed
Chapman, IM (2007). The anorexia of aging. Clinics in Geriatric Medicine 23, 735756.CrossRefGoogle ScholarPubMed
Chi, I, Yip, PSF, Chiu, HFK, Chou, KL, Chan, KS, Kwan, CW, Conwell, Y, Caine, E (2005). Prevalence of depression and its correlates in Hong Kong's Chinese older adults. American Journal of Geriatric Psychiatry 13, 409416.CrossRefGoogle Scholar
Cohen, J (1987). Statistical Power Analysis for the Behavioral Sciences, revised edn. Lawrence Erlbaum Associates: Hillsdale, NJ.Google Scholar
Cornman, JC, Goldman, N, Glei, DA, Weinstein, M, Chang, MC (2003). Social ties and perceived support: two dimensions of social relationships and health among the elderly in Taiwan. Journal of Aging and Health 15, 616644.CrossRefGoogle ScholarPubMed
Cote, S, Tremblay, RE, Nagin, D, Zoccolillo, M, Vitaro, F (2002). The development of impulsivity, fearfulness, and helpfulness during childhood: patterns of consistency and change in the trajectories of boys and girls. Journal of Child Psychology and Psychiatry and Allied Disciplines 43, 609618.CrossRefGoogle ScholarPubMed
Crisp, AH, McGuiness, B (1976). Jolly fat: relation between obesity and psychoneurosis in general population. British Medical Journal 1, 79.CrossRefGoogle ScholarPubMed
Djernes, JK (2006). Prevalence and predictors of depression in populations of elderly: a review. Acta Psychiatrica Scandinavica 113, 372387.CrossRefGoogle ScholarPubMed
Faith, MS, Matz, PE, Jorge, MA (2002). Obesity–depression associations in the population. Journal of Psychosomatic Research 53, 935942.CrossRefGoogle ScholarPubMed
Forman-Hoffman, VL, Yankey, JW, Hillis, SL, Wallace, RB, Wolinsky, FD (2007). Weight and depressive symptoms in older adults: direction of influence? The Journals of Gerontology Series B: Psychological Sciences and Social Sciences 62, S43S51.CrossRefGoogle ScholarPubMed
Glei, DA, Landau, DA, Goldman, N, Chuang, YL, Rodriguez, G, Weinstein, M (2005). Participating in social activities helps preserve cognitive function: an analysis of a longitudinal, population-based study of the elderly. International Journal of Epidemiology 34, 864871.CrossRefGoogle ScholarPubMed
Goldman, N, Glei, DA, Seplaki, C, Liu, IW, Weinstein, M (2005). Perceived stress and physiological dysregulation in older adults. Stress 8, 95105.CrossRefGoogle ScholarPubMed
Goldman, N, Lin, IF, Weinstein, M, Lin, Y-H (2003). Evaluating the quality of self-reports of hypertension and diabetes. Journal of Clinical Epidemiology 56, 148154.CrossRefGoogle ScholarPubMed
Graham, K, Schmidt, G (1999). Alcohol use and psychosocial well-being among older adults. Journal of Studies on Alcohol 60, 345351.CrossRefGoogle ScholarPubMed
Heo, M, Pietrobelli, A, Fontaine, KR, Sirey, JA, Faith, MS (2006). Depressive mood and obesity in US adults: comparison and moderation by sex, age, and race. International Journal of Obesity 30, 513519.CrossRefGoogle ScholarPubMed
Hermalin, AI, Liang, J, Chang, M-C (1989). Survey of Health and Living Status of the Elderly in Taiwan: Questionnaire and Survey Design, Comparative Study of the Elderly in Asia Research Report 89-1. University of Michigan, PSC Publications: Ann Arbor, MI.Google Scholar
Ho, RC, Niti, M, Kua, EH, Ng, TP (2008). Body mass index, waist circumference, waist-hip ratio and depressive symptoms in Chinese elderly: a population-based study. International Journal of Geriatric Psychiatry 23, 401408.CrossRefGoogle ScholarPubMed
Hybels, CF, Blazer, DG, Pieper, CF, Landerman, LR, Steffens, DC (2009). Profiles of depressive symptoms in older adults diagnosed with major depression: latent cluster analysis. American Journal of Geriatric Psychiatry 17, 387396.CrossRefGoogle ScholarPubMed
Idler, EL, Benyamini, Y (1997). Self-rated health and mortality: a review of twenty-seven community studies. Journal of Health and Social Behavior 38, 2137.CrossRefGoogle ScholarPubMed
Jones, BL, Nagin, DS, Roeder, K (2001). A SAS procedure based on mixture models for estimating developmental trajectories. Sociological Methods Research 29, 374393.CrossRefGoogle Scholar
Kohout, FJ, Berkman, LF, Evans, DA, Cornoni-Huntley, J (1993). Two shorter forms of the CES-D depression symptoms index. Journal of Aging and Health 5, 179193.CrossRefGoogle ScholarPubMed
Krause, N, Liang, J (1992). Cross-cultural variations in depressive symptoms in later life. International Psychogeriatrics 4 (Suppl. 2), 185202.CrossRefGoogle ScholarPubMed
Kuriyama, S, Koizumi, Y, Matsuda-Ohmori, K, Seki, T, Shimazu, T, Hozawa, A, Awata, S, Tsuji, I (2006). Obesity and depressive symptoms in elderly Japanese: The Tsurugaya Project. Journal of Psychosomatic Research 60, 229235.CrossRefGoogle ScholarPubMed
Li, ZB, Ho, SY, Chan, WM, Ho, KS, Li, MP, Leung, GM, Lam, TH (2004). Obesity and depressive symptoms in Chinese elderly. International Journal of Geriatric Psychiatry 19, 6874.Google ScholarPubMed
Luppino, FS, de Wit, LM, Bouvy, PF, Stijnen, T, Cuijpers, P, Penninx, BWJH, Zitman, FG (2010). Overweight, obesity, and depression: a systematic review and meta-analysis of longitudinal studies. Archives of General Psychiatry 67, 220229.CrossRefGoogle ScholarPubMed
Markowitz, S, Friedman, MA, Arent, SM (2008). Understanding the relation between obesity and depression: causal mechanisms and implications for treatment. Clinical Psychology: Science and Practice 15, 120.Google Scholar
McCaffery, JM, Niaura, R, Todaro, JF, Swan, GE, Carmelli, D (2003). Depressive symptoms and metabolic risk in adult male twins enrolled in the National Heart, Lung, and Blood Institute Twin Study. Psychosomatic Medicine 65, 490497.CrossRefGoogle ScholarPubMed
McTigue, KM, Hess, R, Ziouras, J (2006). Obesity in older adults: a systematic review of the evidence for diagnosis and treatment. Obesity 14, 14851497.CrossRefGoogle ScholarPubMed
Mojtabai, R, Olfson, M (2004). Major depression in community-dwelling middle-aged and older adults: prevalence and 2- and 4-year follow-up symptoms. Psychological Medicine 34, 623634.CrossRefGoogle ScholarPubMed
Nagin, DS, Tremblay, RE (2001). Analyzing developmental trajectories of distinct but related behaviors: a group-based method. Psychological Methods 6, 1834.CrossRefGoogle ScholarPubMed
Nelson, ME, Rejeski, WJ, Blair, S, Duncan, PW, Judge, JO, King, A, Macera, CA, Castaneda-Sceppa, C (2007). Physical activity and public health in older adults: recommendation from the American College of Sports Medicine and the American Heart Association. Circulation 116, 10941105.Google Scholar
Perreira, KM, Sloan, FA (2002). Excess alcohol consumption and health outcomes: a 6-year follow-up of men over age 50 from the Health and Retirement Study. Addiction 97, 301310.CrossRefGoogle ScholarPubMed
Radloff, LS (1977). The CES-D scale: a self-report depression scale for research in the general population. Applied Psychological Measurement 1, 385401.CrossRefGoogle Scholar
Roberts, RE, Deleger, S, Strawbridge, WJ, Kaplan, GA (2003). Prospective association between obesity and depression: evidence from the Alameda County Study. International Journal of Obesity and Related Metabolic Disorders 27, 514521.CrossRefGoogle ScholarPubMed
Roberts, RE, Kaplan, GA, Shema, SJ, Strawbridge, WJ (2000). Are the obese at greater risk for depression? American Journal of Epidemiology 152, 163170.CrossRefGoogle ScholarPubMed
Skilton, MR, Moulin, P, Terra, J-L, Bonnet, F (2007). Associations between anxiety, depression, and the metabolic syndrome. Biological Psychiatry 62, 12511257.CrossRefGoogle ScholarPubMed
Strawbridge, WJ, Deleger, S, Roberts, RE, Kaplan, GA (2002). Physical activity reduces the risk of subsequent depression for older adults. American Journal of Epidemiology 156, 328334.CrossRefGoogle ScholarPubMed
Stunkard, AJ, Faith, MS, Allison, KC (2003). Depression and obesity. Biological Psychiatry 54, 330337.CrossRefGoogle ScholarPubMed
Thompson Martin, C, Kayser-Jones, J, Stotts, N, Porter, C, Froelicher, ES (2006). Nutritional risk and low weight in community-living older adults: a review of the literature (1995–2005). The Journals of Gerontology Series A: Biological Sciences and Medical Sciences 61, 927934.CrossRefGoogle ScholarPubMed
Vogelzangs, N, Beekman, ATF, Dik, MG, Bremmer, MA, Comijs, HC, Hoogendijk, WJG, Deeg, DJH, Penninx, BWJH (2009). Late-life depression, cortisol, and the metabolic syndrome. American Journal of Geriatric Psychiatry 17, 716721.CrossRefGoogle ScholarPubMed
Weber-Hamann, B, Hentschel, F, Kniest, A, Deuschle, M, Colla, M, Lederbogen, F, Heuser, I (2002). Hypercortisolemic depression is associated with increased intra-abdominal fat. Psychosomatic Medicine 64, 274277.CrossRefGoogle ScholarPubMed
Weinstein, M, Glei, DA, Yamazaki, A, Ming-Cheng, C (2004). The role of intergenerational relations in the association between life stressors and depressive symptoms. Research on Aging 26, 511530.CrossRefGoogle Scholar
World Health Organization, International Association for the Study of Obesity, International Obesity Taskforce (2000). The Asia-Pacific Perspective: Redefining Obesity and Its Treatment. Health Communications Australia Pty Limited: Sydney.Google Scholar
Yuan, YC (2000). multiple imputation for missing data: concepts and new development. In Proceedings of the Twenty-Fifth Annual SAS Users Group International Conference, Indianapolis, IN. SAS Institute Inc.: Rockville, MD.Google Scholar
Zamboni, M, Mazzali, G, Zoico, E, Harris, TB, Meigs, JB, Di Francesco, V, Fantin, F, Bissoli, L, Bosello, O (2005). Health consequences of obesity in the elderly: a review of four unresolved questions. International Journal of Obesity 29, 10111029.CrossRefGoogle ScholarPubMed
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