Abstract
Purpose
The aim of this study was to examine how transition between normal glucose tolerance, prediabetes and diabetes over a 7 year period is associated with change in health-related quality of life (HRQL) in an elder German population-based cohort.
Methods
We used data from 1,046 participants of the KORA S4/F4 cohort study aged 55–74 years at baseline. Based on an oral glucose tolerance test, prediabetes was defined as impaired fasting glucose and/or impaired glucose tolerance. HRQL was assessed with the SF-12 questionnaire. Using linear regression, we estimated mean change in HRQL over time, depending on glucose status at baseline and follow-up, adjusted by demographic and lifestyle variables.
Results
Individuals progressing to prediabetes or diabetes experienced a greater loss in the physical component score than patients with persistent normal glucose tolerance (−2.31 and −7.44 vs. −1.08), but the difference was only significant for subjects converting to diabetes. Subjects with prediabetes at baseline and diabetes at follow-up had a significant loss in mental health compared to subjects with persistent prediabetes.
Conclusions
There is first evidence that worsening of glucose metabolism over time is associated with deteriorating HRQL, however, further and larger longitudinal studies are needed to confirm these findings.
References
Janssen, M. F., Lubetkin, E. I., Sekhobo, J. P., & Pickard, A. S. (2011). The use of the EQ-5D preference-based health status measure in adults with Type 2 diabetes mellitus. Diabetic Medicine, 28(4), 395–413. doi:10.1111/j.1464-5491.2010.03136.x.
Schunk, M., Reitmeir, P., Schipf, S., Volzke, H., Meisinger, C., Thorand, B., et al. (2012). Health-related quality of life in subjects with and without type 2 diabetes: pooled analysis of five population-based surveys in Germany. Diabetic Medicine, 29(5), 646–653. doi:10.1111/j.1464-5491.2011.03465.x.
Chittleborough, C. R., Baldock, K. L., Taylor, A. W., Phillips, P. J., & North West Adelaide Health Study, T. (2006). Health status assessed by the SF-36 along the diabetes continuum in an Australian population. Quality of Life Research, 15(4), 687–694. doi:10.1007/s11136-005-3570-8.
Marcuello, C., Calle-Pascual, A. L., Fuentes, M., Runkle, I., Soriguer, F., Goday, A., et al. (2012). Evaluation of health-related quality of life according to carbohydrate metabolism status: a Spanish population-based study (Di@bet.es Study). International Journal of Endocrinology, 2012, 872305. doi:10.1155/2012/872305.
Seppala, T., Saxen, U., Kautiainen, H., Jarvenpaa, S., & Korhonen, P. E. (2013). Impaired glucose metabolism and health related quality of life. Prim Care Diabetes,. doi:10.1016/j.pcd.2013.03.001.
Tapp, R. J., Dunstan, D. W., Phillips, P., Tonkin, A., Zimmet, P. Z., Shaw, J. E., et al. (2006). Association between impaired glucose metabolism and quality of life: Results from the Australian diabetes obesity and lifestyle study. Diabetes Research and Clinical Practice, 74(2), 154–161. doi:10.1016/j.diabres.2006.03.012.
Tapp, R. J., O’Neil, A., Shaw, J. E., Zimmet, P. Z., Oldenburg, B. F., & AusDiab Study, G. (2010). Is there a link between components of health-related functioning and incident impaired glucose metabolism and type 2 diabetes? The Australian diabetes obesity and lifestyle (AusDiab) study. Diabetes Care, 33(4), 757–762. doi:10.2337/dc09-1107.
Kowall, B., Rathmann, W., Heier, M., Holle, R., Peters, A., Thorand, B., et al. (2012). Impact of weight and weight change on normalization of prediabetes and on persistence of normal glucose tolerance in an older population: the KORA S4/F4 study. International Journal of Obesity (Lond), 36(6), 826–833. doi:10.1038/ijo.2011.161.
Rathmann, W., Haastert, B., Icks, A., Lowel, H., Meisinger, C., Holle, R., et al. (2003). High prevalence of undiagnosed diabetes mellitus in Southern Germany: target populations for efficient screening. The KORA survey 2000. Diabetologia, 46(2), 182–189. doi:10.1007/s00125-002-1025-0.
Genuth, S., Alberti, K. G., Bennett, P., Buse, J., Defronzo, R., Kahn, R., et al. (2003). Follow-up report on the diagnosis of diabetes mellitus. Diabetes Care, 26(11), 3160–3167.
Ford, E. S., Zhao, G., & Li, C. (2010). Pre-diabetes and the risk for cardiovascular disease: a systematic review of the evidence. Journal of the American College of Cardiology, 55(13), 1310–1317. doi:10.1016/j.jacc.2009.10.060.
Grundy, S. M. (2012). Pre-diabetes, metabolic syndrome and cardiovascular risk. Journal of the American College of Cardiology, 59(7), 635–643. doi:10.1016/j.jacc.2011.08.080.
Rajabally, Y. A. (2011). Neuropathy and impaired glucose tolerance: an updated review of the evidence. Acta Neurologica Scandinavica, 124(1), 1–8. doi:10.1111/j.1600-0404.2010.01425.x.
Ziegler, D., Rathmann, W., Dickhaus, T., Meisinger, C., Mielck, A., & Group, K. S. (2008). Prevalence of polyneuropathy in pre-diabetes and diabetes is associated with abdominal obesity and macroangiopathy: the MONICA/KORA Augsburg Surveys S2 and S3. Diabetes Care, 31(3), 464–469. doi:10.2337/dc07-1796.
Handler, J. (2005). Quality of life and antihypertensive drug therapy. The Journal of Clinical Hypertension (Greenwich), 7(5), 274–285.
Maatouk, I., Wild, B., Herzog, W., Wesche, D., Schellberg, D., Schottker, B., et al. (2012). Longitudinal predictors of health-related quality of life in middle-aged and older adults with hypertension: results of a population-based study. Journal of Hypertension, 30(7), 1364–1372. doi:10.1097/HJH.0b013e328353d81b.
Hunger, M., Thorand, B., Schunk, M., Doring, A., Menn, P., Peters, A., et al. (2011). Multimorbidity and health-related quality of life in the older population: results from the German KORA-age study. Health Qual Life Outcomes, 9, 53. doi:10.1186/1477-7525-9-53.
Maatouk, I., Wild, B., Wesche, D., Herzog, W., Raum, E., Muller, H., et al. (2012). Temporal predictors of health-related quality of life in elderly people with diabetes: results of a German cohort study. PLoS ONE, 7(1), e31088. doi:10.1371/journal.pone.0031088.
Ali, S., Stone, M. A., Peters, J. L., Davies, M. J., & Khunti, K. (2006). The prevalence of co-morbid depression in adults with type 2 diabetes: a systematic review and meta-analysis. Diabetic Medicine, 23(11), 1165–1173. doi:10.1111/j.1464-5491.2006.01943.x.
Golden, S. H., Lazo, M., Carnethon, M., Bertoni, A. G., Schreiner, P. J., Diez Roux, A. V., et al. (2008). Examining a bidirectional association between depressive symptoms and diabetes. JAMA, 299(23), 2751–2759. doi:10.1001/jama.299.23.2751.
Adriaanse, M. C., Dekker, J. M., Heine, R. J., Snoek, F. J., Beekman, A. J., Stehouwer, C. D., et al. (2008). Symptoms of depression in people with impaired glucose metabolism or type 2 diabetes mellitus: The Hoorn Study. Diabetic Medicine, 25(7), 843–849. doi:10.1111/j.1464-5491.2008.02464.x.
Nouwen, A., Nefs, G., Caramlau, I., Connock, M., Winkley, K., Lloyd, C. E., et al. (2011). Prevalence of depression in individuals with impaired glucose metabolism or undiagnosed diabetes: a systematic review and meta-analysis of the European Depression in Diabetes (EDID) Research Consortium. Diabetes Care, 34(3), 752–762. doi:10.2337/dc10-1414.
Eriksson, A. K., Ekbom, A., Granath, F., Hilding, A., Efendic, S., & Ostenson, C. G. (2008). Psychological distress and risk of pre-diabetes and type 2 diabetes in a prospective study of Swedish middle-aged men and women. Diabetic Medicine, 25(7), 834–842. doi:10.1111/j.1464-5491.2008.02463.x.
Silva, N., Atlantis, E., & Ismail, K. (2012). A review of the association between depression and insulin resistance: pitfalls of secondary analyses or a promising new approach to prevention of type 2 diabetes? Current psychiatry reports, 14(1), 8–14. doi:10.1007/s11920-011-0245-8.
Acknowledgments
The KORA research platform (KORA, Cooperative Research in the Region of Augsburg) was initiated and financed by the Helmholtz Zentrum München-German Research Center for Environmental Health, which is funded by the German Federal Ministry of Education and Research and by the State of Bavaria.
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Hunger, M., Holle, R., Meisinger, C. et al. Longitudinal changes in health-related quality of life in normal glucose tolerance, prediabetes and type 2 diabetes: results from the KORA S4/F4 cohort study. Qual Life Res 23, 2515–2520 (2014). https://doi.org/10.1007/s11136-014-0689-5
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DOI: https://doi.org/10.1007/s11136-014-0689-5