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Predictors of frailty in old age–results of a longitudinal study

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The journal of nutrition, health & aging

Abstract

Objectives

To investigate time-dependent predictors of frailty in old age longitudinally.

Design

Population-based prospective cohort study.

Setting

Elderly individuals were recruited via GP offices at six study centers in Germany. The course of frailty was observed over 1.5 years (follow up wave 4 and follow up wave 5).

Participants

1,602 individuals aged 80 years and older (mean age 85.4 years SD 3.2, with mean CSHA CFS 3.5 SD 1.6) at follow up wave 4.

Measurements

Frailty was assessed by using the Canadian Study of Health and Aging Clinical Frailty Scale (CSHA CFS), ranging from 1 (very fit) to 7 (severely frail).

Results

Fixed effects regressions revealed that frailty increased significantly with increasing age (ß=.2) as well as the occurrence of depression (ß=.5) and dementia (ß=.8) in the total sample. Changes in marital status and comorbidity did not affect frailty. While the effects of depression and dementia were significant in women, these effects did not achieve statistical significance in men.

Conclusion

Our findings highlight the role of aging as well as the occurrence of dementia and depression for frailty. Specifically, in order to delay frailty in old age, developing interventional strategies to prevent depression might be a fruitful approach.

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References

  1. Bergman H, Ferrucci L, Guralnik J et al. Frailty: an emerging research and clinical paradigm—issues and controversies. J Gerontol A Biol Sci Med Sci 2207;62(7): 731–737

    Article  Google Scholar 

  2. Oubaya N, Mahmoudi R, Jolly D et al. Screening for frailty in elderly subjects living at home: Validation of the modified Short Emergency Geriatric Assessment (SEGAm) instrument. J Nutr Health Aging 2014;18(8): 757–764

    Article  CAS  PubMed  Google Scholar 

  3. Ahmed N, Mandel R, Fain MJ. Frailty: an emerging geriatric syndrome. Am J Med 2007;120(9): 748–753

    Article  PubMed  Google Scholar 

  4. Fuchs J, Scheidt-Nave C, Hinrichs T et al. Indicators for healthy ageing—a debate. Int J Environ Res Public Health 2013;10(12): 6630–6644. doi: 10.3390/ijerph10126630

    Article  PubMed  PubMed Central  Google Scholar 

  5. Wallis SJ, Wall J, Biram, R W S et al. Association of the clinical frailty scale with hospital outcomes. QJM, 2015. doi: 10.1093/qjmed/hcv066

    Google Scholar 

  6. Luppa M, Luck T, Weyerer S et al. Prediction of institutionalization in the elderly. A systematic review. Age Ageing 2010;39(1): 31–38. doi: 10.1093/ageing/afp202

    Article  PubMed  Google Scholar 

  7. Fried LP, Xue Q, Cappola AR et al. Nonlinear multisystem physiological dysregulation associated with frailty in older women: implications for etiology and treatment. J Gerontol A Biol Sci Med Sci, 2009: glp076

    Google Scholar 

  8. Bandeen-Roche K, Xue Q, Ferrucci L et al. Phenotype of frailty: characterization in the women’s health and aging studies. J Gerontol A Biol Sci Med Sci 2006;61(3): 262–266

    Article  PubMed  Google Scholar 

  9. Mitnitski AB, Graham JE, Mogilner AJ et al. Frailty, fitness and late-life mortality in relation to chronological and biological age. BMC Geriatr 2002;2(1): 1

    Article  PubMed  PubMed Central  Google Scholar 

  10. Fugate Woods N, La Croix AZ, Gray SL et al. Frailty: emergence and consequences in women aged 65 and older in the Women’s Health Initiative Observational Study. J Am Geriatr Soc 2005;53(8): 1321–1330

    Article  Google Scholar 

  11. Gill TM, Gahbauer EA, Han L et al. Trajectories of disability in the last year of life. N Engl J Med 2010;362(13): 1173–1180

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Lunney JR, Lynn J, Foley DJ et al. Patterns of functional decline at the end of life. JAMA 2003;289(18): 2387–2392

    Article  PubMed  Google Scholar 

  13. Shimada H, Makizako H, Doi T et al. Combined prevalence of frailty and mild cognitive impairment in a population of elderly Japanese people. J Am Med Dir Assoc 2013;14(7): 518–524. doi: 10.1016/j.jamda.2013.03.010

    Article  PubMed  Google Scholar 

  14. Solfrizzi V, Scafato E, Frisardi V et al. Frailty syndrome and the risk of vascular dementia: the Italian Longitudinal Study on Aging. Alzheimers Dement 2013;9(2): 113–122. doi: 10.1016/j.jalz.2011.09.223

    Article  PubMed  Google Scholar 

  15. Clegg A, Young J, Iliffe S et al. Frailty in elderly people. The Lancet 2013;381(9868): 752–762

    Article  Google Scholar 

  16. Mitnitski A, Fallah N, Rockwood MR et al. Transitions in cognitive status in relation to frailty in older adults: a comparison of three frailty measures. J Nutr Health Aging 2011;15(10): 863–867

    Article  CAS  PubMed  Google Scholar 

  17. Ng T, Niti M, Chiam P et al. Prevalence and correlates of functional disability in multiethnic elderly Singaporeans. J Am Geriatr Soc 2006;54(1): 21–29

    Article  PubMed  Google Scholar 

  18. Santos-Eggimann B, Cuénoud P, Spagnoli J et al. Prevalence of frailty in middleaged and older community-dwelling Europeans living in 10 countries. J. Gerontol. A Biol. Sci. Med. Sci. 2009;64(6): 675–681. doi: 10.1093/gerona/glp012

    Article  PubMed  Google Scholar 

  19. Blaum CS, Xue QL, Michelon E et al. The association between obesity and the frailty syndrome in older women: the Women’s Health and Aging Studies. J Am Geriatr Soc 2005;53(6): 927–934. doi: 10.1111/j.1532-5415.2005.53300.x

    Article  PubMed  Google Scholar 

  20. Romero-Ortuno R. Frailty Index in Europeans: association with determinants of health. Geriatr Gerontol Int 2014;14(2): 420–429. doi: 10.1111/ggi.12122

    Article  PubMed  Google Scholar 

  21. Espinoza SE, Hazuda HP. Frailty prevalence and neighborhood residence in older Mexican Americans: the San Antonio longitudinal study of aging. J Am Geriatr Soc 2015;63(1): 106–111. doi: 10.1111/jgs.13202

    Article  PubMed  PubMed Central  Google Scholar 

  22. Kim S, Park JL, Hwang HS et al. Correlation between Frailty and Cognitive Function in Non-Demented Community Dwelling Older Koreans. Korean J Fam Med 2014;35(6): 309–320. doi: 10.4082/kjfm.2014.35.6.309

    Article  PubMed  PubMed Central  Google Scholar 

  23. Parentoni AN, Mendonça VA, Dos Santos KD et al. Gait speed as a predictor of respiratory muscle function, strength, and frailty syndrome in community-dwelling elderly people. J Frailty Aging 2015(2): 64–68. doi: 10.14283/jfa.2015.41

    Google Scholar 

  24. Woo J, Goggins W, Sham A et al. Public health significance of the frailty index. Disabil Rehabil 2006;28(8): 515–521

    Article  CAS  PubMed  Google Scholar 

  25. Lakey SL, La Croix AZ, Gray SL et al. Antidepressant use, depressive symptoms, and incident frailty in women aged 65 and older from the Women’s Health Initiative Observational Study. J Am Geriatr Soc 2012;60(5): 854–861

    Article  PubMed  PubMed Central  Google Scholar 

  26. Ottenbacher KJ, Graham JE, Al Snih S et al. Mexican Americans and frailty: findings from the Hispanic established populations epidemiologic studies of the elderly. Am J Public Health 2009;99(4): 673–679. doi: 10.2105/AJPH.2008.143958

    Article  PubMed  PubMed Central  Google Scholar 

  27. Gale CR, Cooper C, Deary IJ et al. Psychological well-being and incident frailty in men and women: the English Longitudinal Study of Ageing. Psychol Med 2014;44(4): 697–706. doi: 10.1017/S0033291713001384

    Article  CAS  PubMed  Google Scholar 

  28. Gale CR, Cooper C, Sayer AA. Framingham cardiovascular disease risk scores and incident frailty: the English longitudinal study of ageing. Age (Dordr) 2014;36(4):9692. doi: 10.1007/s11357-014-9692-6

    Article  Google Scholar 

  29. Alencar MA, João Marcos Domingues, Figueiredo LC et al. Transitions in Frailty Status in Community-Dwelling Older Adults. Top Geriatr Rehabil 2015;31(2): 105–112. doi: 10.1097/TGR.0000000000000055

    Article  Google Scholar 

  30. Espinoza SE, Jung I, Hazuda H. Frailty transitions in the San Antonio Longitudinal Study of Aging. J Am Geriatr Soc 2012;60(4): 652–660. doi: 10.1111/j.1532-5415.2011.03882.x

    Article  PubMed  PubMed Central  Google Scholar 

  31. Guilley E, Ghisletta P, Armi F et al. Dynamics of Frailty and ADL Dependence in a Five-Year Longitudinal Study of Octogenarians. Res Aging 2008;30(3): 299–317. doi: 10.1177/0164027507312115

    Article  Google Scholar 

  32. Raji MA, Al Snih S, Ostir GV et al. Cognitive status and future risk of frailty in older Mexican Americans. J Gerontol A Biol Sci Med Sci 2010;65(11): 1228–1234

    Article  PubMed  Google Scholar 

  33. Fallah N, Mitnitski A, Searle SD et al. Transitions in frailty status in older adults in relation to mobility: a multistate modeling approach employing a deficit count. J Am Geriatr Soc 2011;59(3): 524–529. doi: 10.1111/j.1532-5415.2011.03300.x

    Article  PubMed  PubMed Central  Google Scholar 

  34. Xue Q, Fried LP, Glass TA et al. Life-space constriction, development of frailty, and the competing risk of mortality: the Women’s Health And Aging Study I. Am. J. Epidemiol. 2008;167(2): 240–248. doi: 10.1093/aje/kwm270

    Article  PubMed  Google Scholar 

  35. Lee JSW, Auyeung T, Leung J et al. Transitions in frailty states among communityliving older adults and their associated factors. J Am Med Dir Assoc 2014;15(4): 281–286

    Article  PubMed  Google Scholar 

  36. Luck T, Riedel-Heller SG, Luppa M et al. Risk factors for incident mild cognitive impairment—results from the German Study on Ageing, Cognition and Dementia in Primary Care Patients (AgeCoDe). Acta Psychiatr Scand 2010;121(4): 260–272. doi: 10.1111/j.1600-0447.2009.01481.x

    Article  CAS  PubMed  Google Scholar 

  37. Rockwood K, Song X, Mac Knight C et al. A global clinical measure of fitness and frailty in elderly people. Can Med Assoc J 2005;173(5): 489–495

    Article  Google Scholar 

  38. Brauns H, Steinmann S. Educational Reform in France, West-Germany and the United Kingdom. Updating the CASMIN Educational Classification. ZUMANachrichten 1999;44: 7–44

    Google Scholar 

  39. Yesavage JA, Sheikh JI. Geriatric Depression Scale (GDS) Recent Evidence and Development of a Shorter Version. Clin Gerontol 1986;5(1-2): 165–173

    Article  Google Scholar 

  40. Reisberg B, Ferris SH, de Leon, Mony J et al. The Global Deterioration Scale for assessment of primary degenerative dementia. Am J Psych 1982;139(9): 1136–1139

    Article  CAS  Google Scholar 

  41. Morris JC. The Clinical Dementia Rating (CDR): current version and scoring rules. Neurology 1993;43(11): 2412–2414

    Article  CAS  PubMed  Google Scholar 

  42. Folstein MF, Folstein SE, McHugh PR. “Mini-mental state”: a practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 1975;12(3): 189–198

    Article  CAS  PubMed  Google Scholar 

  43. Cameron AC, Trivedi PK. Microeconometrics: Methods and Applications. Cambridge University Press, New York, 2005.

    Book  Google Scholar 

  44. Stock JH, Watson MW. Heteroskedasticity-robust standard errors for fixed effects panel data regression. Econometrica 2008;76(1): 155–174

    Article  Google Scholar 

  45. Houles M, Canevelli M, Abellan van Kan, G et al. Frailty and cognition. J Frailty Aging 2012;1(2): 56–63

    CAS  PubMed  Google Scholar 

  46. Malmstrom TK, Morley JE. Frailty and cognition: Linking two common syndromes in older persons. J Nutr Health Aging 2013;17(9): 723–725

    Article  CAS  PubMed  Google Scholar 

  47. Penninx BW, Leveille S, Ferrucci L et al. Exploring the effect of depression on physical disability: longitudinal evidence from the established populations for epidemiologic studies of the elderly. Am J Public Health 1999;89(9): 1346–1352

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. White HK, McConnell ES, Bales CW et al. A 6-month observational study of the relationship between weight loss and behavioral symptoms in institutionalized Alzheimer’s disease subjects. J Am Med Dir Assoc 2004;5(2): 89–97

    Article  PubMed  Google Scholar 

  49. Wang P, Yang C, Lin K et al. Weight loss, nutritional status and physical activity in patients with Alzheimer’s disease. J Neurol 2004;251(3): 314–320

    Article  PubMed  Google Scholar 

  50. Linden M, Gilberg R, Horgas AL et al. Die Inanspruchnahme medizinischer und pflegerischer Hilfe im hohen Alter. Die Berliner Altersstudie. Berlin: Akademie Verlag: 1996;475–495

    Google Scholar 

  51. Buigues C, Padilla-Sánchez C, Fernández Garrido J et al. The relationship between depression and frailty syndrome: a systematic review. Aging Ment Health(ahead-ofprint): 2014;1–11

    Google Scholar 

  52. Feng L, Ma Shwe Zin, Feng L et al. Frailty predicts new and persistent depressive symptoms among community-dwelling older adults: Findings from Singapore longitudinal aging study. J Am Med Dir Assoc 2014;15(1): 76. e7-76. e12

    Article  PubMed  Google Scholar 

  53. Makizako H, Shimada H, Doi T et al. Physical frailty predicts incident depressive symptoms in elderly people: prospective findings from the Obu Study of Health Promotion for the Elderly. J Am Med Dir Assoc 2015;16(3): 194–199. doi: 10.1016/j.jamda.2014.08.017

    Article  PubMed  Google Scholar 

  54. Gühne U, Luppa M, Stein J et al. „Die vergessenen Patienten“–Barrieren und Chancen einer optimierten Behandlung depressiver Erkrankungen im Alter (Barriers and Opportunities for Optimized Treatment of Late Life Depression). Psychiat Prax(EFirst). doi: 10.1055/s-0035-1552639

  55. Bickel H. Epidemiologie und Gesundheitsökonomie. In: Wallesch C (ed) Demenzen, 2., überarbeitete und erweiterte Auflage. Thieme, Stuttgart, 2012;pp 18–35

    Google Scholar 

  56. Moussavi S, Chatterji S, Verdes E et al. Depression, chronic diseases, and decrements in health: results from the World Health Surveys. Lancet 2007;370(9590): 851–858

    Article  PubMed  Google Scholar 

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Hajek, A., Brettschneider, C., Posselt, T. et al. Predictors of frailty in old age–results of a longitudinal study. J Nutr Health Aging 20, 952–957 (2016). https://doi.org/10.1007/s12603-015-0634-5

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  • DOI: https://doi.org/10.1007/s12603-015-0634-5

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