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Association between change in body weight after midlife and risk of hip fracture—the Singapore Chinese Health Study

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Abstract

Summary

The relationship between change in body weight and risk of fractures is inconsistent in epidemiologic studies. In this cohort of middle-aged to elderly Chinese in Singapore, compared to stable weight, weight loss ≥10 % over an average of 6 years is associated with nearly 40 % increase in risk of hip fracture.

Introduction

Findings on the relationship between change in body weight and risk of hip fracture are inconsistent. In this study, we examined this association among middle-aged and elderly Chinese in Singapore.

Methods

We used prospective data from the Singapore Chinese Health Study, a population-based cohort of 63,257 Chinese men and women aged 45–74 years at recruitment in 1993–1998. Body weight and height were self-reported at recruitment and reassessed during follow-up interview in 1999–2004. Percent in weight change was computed based on the weight difference over an average of 6 years, and categorized as loss ≥10 %, loss 5 to <10 %, loss or gain <5 % (stable weight), gain 5 to <10 %, and gain ≥10 %. Multivariable Cox proportional hazards regression model was applied with adjustment for risk factors for hip fracture and body mass index (BMI) reported at follow-up interview.

Results

About 12 % experienced weight loss ≥10 %, and another 12 % had weight gain ≥10 %. After a mean follow-up of 9.0 years, we identified 775 incident hip fractures among 42,149 eligible participants. Compared to stable weight, weight loss ≥10 % was associated with 39 % increased risk (hazard ratio 1.39; 95 % confidence interval 1.14, 1.69). Such elevated risk with weight loss ≥10 % was observed in both genders and age groups at follow-up (≤65 and >65 years) and in those with baseline BMI ≥20 kg/m2.There was no significant association with weight gain.

Conclusions

Our findings provide evidence that substantial weight loss is an important risk factor for osteoporotic hip fractures among the middle-aged to elderly Chinese.

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References

  1. Chapman IM (2011) Weight loss in older persons. Med Clin North Am 95(3):579–593, xi

    Article  PubMed  Google Scholar 

  2. McMinn J, Steel C, Bowman A (2011) Investigation and management of unintentional weight loss in older adults. BMJ 342:d1732

    Article  PubMed  Google Scholar 

  3. Seidell JC, Visscher TL (2000) Body weight and weight change and their health implications for the elderly. Eur J Clin Nutr 54(Suppl 3):S33–S39

    Article  PubMed  Google Scholar 

  4. Ensrud KE, Ewing SK, Stone KL, Cauley JA, Bowman PJ, Cummings SR (2003) Intentional and unintentional weight loss increase bone loss and hip fracture risk in older women. J Am Geriatr Soc 51(12):1740–1747

    Article  PubMed  Google Scholar 

  5. Nguyen TV, Sambrook PN, Eisman JA (1998) Bone loss, physical activity, and weight change in elderly women: the Dubbo Osteoporosis Epidemiology Study. J Bone Miner Res 13(9):1458–1467

    Article  CAS  PubMed  Google Scholar 

  6. Ensrud KE, Cauley J, Lipschutz R, Cummings SR (1997) Weight change and fractures in older women. Study of Osteoporotic Fractures Research Group. Arch Intern Med 157(8):857–863

    Article  CAS  PubMed  Google Scholar 

  7. Langlois JA, Harris T, Looker AC, Madans J (1996) Weight change between age 50 years and old age is associated with risk of hip fracture in white women aged 67 years and older. Arch Intern Med 156(9):989–994

    Article  CAS  PubMed  Google Scholar 

  8. Langlois JA, Mussolino ME, Visser M, Looker AC, Harris T, Madans J (2001) Weight loss from maximum body weight among middle-aged and older white women and the risk of hip fracture: the NHANES I epidemiologic follow-up study. Osteoporos Int 12(9):763–768

    Article  CAS  PubMed  Google Scholar 

  9. Langlois JA, Visser M, Davidovic LS, Maggi S, Li G, Harris TB (1998) Hip fracture risk in older white men is associated with change in body weight from age 50 years to old age. Arch Intern Med 158(9):990–996

    Article  CAS  PubMed  Google Scholar 

  10. Meyer HE, Tverdal A, Falch JA (1995) Changes in body weight and incidence of hip fracture among middle aged Norwegians. BMJ 311(6997):91–92

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  11. Meyer HE, Tverdal A, Selmer R (1998) Weight variability, weight change and the incidence of hip fracture: a prospective study of 39,000 middle-aged Norwegians. Osteoporos Int 8(4):373–378

    Article  CAS  PubMed  Google Scholar 

  12. Omsland TK, Schei B, Gronskag AB, Langhammer A, Forsen L, Gjesdal CG, Meyer HE (2009) Weight loss and distal forearm fractures in postmenopausal women: the Nord-Trondelag health study, Norway. Osteoporos Int 20(12):2009–2016

    Article  CAS  PubMed  Google Scholar 

  13. Wilsgaard T, Jacobsen BK, Ahmed LA, Joakimsen RM, Stormer J, Jorgensen L (2011) BMI change is associated with fracture incidence, but only in non-smokers. The Tromso Study. Osteoporos Int 22(4):1237–1245

    Article  CAS  PubMed  Google Scholar 

  14. De Laet C, Kanis JA, Oden A, Johanson H, Johnell O, Delmas P, Eisman JA, Kroger H, Fujiwara S, Garnero P, McCloskey EV, Mellstrom D, Melton LJ 3rd, Meunier PJ, Pols HA, Reeve J, Silman A, Tenenhouse A (2005) Body mass index as a predictor of fracture risk: a meta-analysis. Osteoporos Int 16(11):1330–1338

    Article  PubMed  Google Scholar 

  15. Dai Z, Wang R, Ang LW, Low YL, Yuan JM, Koh WP (2014) Protective effects of dietary carotenoids on risk of hip fracture in men: the Singapore Chinese Health Study. J Bone Miner Res 29(2):408–417

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  16. Hankin JH, Stram DO, Arakawa K, Park S, Low SH, Lee HP, Yu MC (2001) Singapore Chinese Health Study: development, validation, and calibration of the quantitative food frequency questionnaire. Nutr Cancer 39(2):187–195

    Article  CAS  PubMed  Google Scholar 

  17. Lim SH, Tai BC, Yuan JM, Yu MC, Koh WP (2013) Smoking cessation and mortality among middle-aged and elderly Chinese in Singapore: the Singapore Chinese Health Study. Tob Control 22(4):235–240

    Article  PubMed  Google Scholar 

  18. Christian JG, Tsai AG, Bessesen DH (2010) Interpreting weight losses from lifestyle modification trials: using categorical data. Int J Obes 34(1):207–209

    Article  CAS  Google Scholar 

  19. World Health Organization (1997) Preventing and managing the global epidemic. Report on a WHO Consultation on Obesity. WHO, Geneva

    Google Scholar 

  20. Meyer HE, Sogaard AJ, Falch JA, Jorgensen L, Emaus N (2008) Weight change over three decades and the risk of osteoporosis in men: the Norwegian Epidemiological Osteoporosis Studies (NOREPOS). Am J Epidemiol 168(4):454–460

    Article  PubMed  Google Scholar 

  21. Lindle RS, Metter EJ, Lynch NA, Fleg JL, Fozard JL, Tobin J, Roy TA, Hurley BF (1997) Age and gender comparisons of muscle strength in 654 women and men aged 20-93 yr. J Appl Physiol 83(5):1581–1587

    CAS  PubMed  Google Scholar 

  22. Pocock N, Eisman J, Gwinn T, Sambrook P, Kelly P, Freund J, Yeates M (1989) Muscle strength, physical fitness, and weight but not age predict femoral neck bone mass. J Bone Miner Res 4(3):441–448

    Article  CAS  PubMed  Google Scholar 

  23. Newman AB, Lee JS, Visser M, Goodpaster BH, Kritchevsky SB, Tylavsky FA, Nevitt M, Harris TB (2005) Weight change and the conservation of lean mass in old age: the Health, Aging and Body Composition Study. Am J Clin Nutr 82(4):872–878

    CAS  PubMed  Google Scholar 

  24. Kyle UG, Genton L, Hans D, Karsegard VL, Michel JP, Slosman DO, Pichard C (2001) Total body mass, fat mass, fat-free mass, and skeletal muscle in older people: cross-sectional differences in 60-year-old persons. J Am Geriatr Soc 49(12):1633–1640

    Article  CAS  PubMed  Google Scholar 

  25. Segal NA, Torner JC, Yang M, Curtis JR, Felson DT, Nevitt MC (2008) Muscle mass is more strongly related to hip bone mineral density than is quadriceps strength or lower activity level in adults over age 50 year. J Clin Densitom 11(4):503–510

    Article  PubMed Central  PubMed  Google Scholar 

  26. Taaffe DR, Cauley JA, Danielson M, Nevitt MC, Lang TF, Bauer DC, Harris TB (2001) Race and sex effects on the association between muscle strength, soft tissue, and bone mineral density in healthy elders: the Health, Aging, and Body Composition Study. J Bone Miner Res 16(7):1343–1352

    Article  CAS  PubMed  Google Scholar 

  27. Baumgartner RN, Stauber PM, Koehler KM, Romero L, Garry PJ (1996) Associations of fat and muscle masses with bone mineral in elderly men and women. Am J Clin Nutr 63(3):365–372

    CAS  PubMed  Google Scholar 

  28. van den Beld AW, de Jong FH, Grobbee DE, Pols HA, Lamberts SW (2000) Measures of bioavailable serum testosterone and estradiol and their relationships with muscle strength, bone density, and body composition in elderly men. J Clin Endocrinol Metab 85(9):3276–3282

    PubMed  Google Scholar 

  29. Gates MA, Mekary RA, Chiu GR, Ding EL, Wittert GA, Araujo AB (2013) Sex steroid hormone levels and body composition in men. J Clin Endocrinol Metab 98(6):2442–2450

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  30. Hui SL, Perkins AJ, Zhou L, Longcope C, Econs MJ, Peacock M, McClintock C, Johnston CC Jr (2002) Bone loss at the femoral neck in premenopausal white women: effects of weight change and sex-hormone levels. J Clin Endocrinol Metab 87(4):1539–1543

    Article  CAS  PubMed  Google Scholar 

  31. O'Dea JP, Wieland RG, Hallberg MC, Llerena LA, Zorn EM, Genuth SM (1979) Effect of dietery weight loss on sex steroid binding sex steroids, and gonadotropins in obese postmenopausal women. J Lab Clin Med 93(6):1004–1008

    PubMed  Google Scholar 

  32. Eriksen EF, Colvard DS, Berg NJ, Graham ML, Mann KG, Spelsberg TC, Riggs BL (1988) Evidence of estrogen receptors in normal human osteoblast-like cells. Science (New York, NY) 241(4861):84–86

    Article  CAS  Google Scholar 

  33. Chen FP, Wang KC, Huang JD (2009) Effect of estrogen on the activity and growth of human osteoclasts in vitro. Taiwan J Obstet Gynecol 48(4):350–355

    Article  PubMed  Google Scholar 

  34. Zallone A (2006) Direct and indirect estrogen actions on osteoblasts and osteoclasts. Ann N Y Acad Sci 1068:173–179

    Article  CAS  PubMed  Google Scholar 

  35. Dawson-Hughes B, Shipp C, Sadowski L, Dallal G (1987) Bone density of the radius, spine, and hip in relation to percent of ideal body weight in postmenopausal women. Calcif Tissue Int 40(6):310–314

    Article  CAS  PubMed  Google Scholar 

  36. Wei TS, Hu CH, Wang SH, Hwang KL (2001) Fall characteristics, functional mobility and bone mineral density as risk factors of hip fracture in the community-dwelling ambulatory elderly. Osteoporos Int 12(12):1050–1055

    Article  CAS  PubMed  Google Scholar 

  37. Lee JS, Visser M, Tylavsky FA, Kritchevsky SB, Schwartz AV, Sahyoun N, Harris TB, Newman AB (2010) Weight loss and regain and effects on body composition: the Health, Aging, and Body Composition Study. J Gerontol A Biol Sci Med Sci 65(1):78–83

    Article  PubMed  Google Scholar 

  38. Lebovitz HE (2006) Insulin resistance—a common link between type 2 diabetes and cardiovascular disease. Diabetes Obes Metab 8(3):237–249

    Article  CAS  PubMed  Google Scholar 

  39. Lebovitz HE (2001) Insulin resistance: definition and consequences. Exp Clin Endocrinol Diabetes 109(Suppl 2):S135–S148

    Article  CAS  PubMed  Google Scholar 

  40. Sennerby U, Melhus H, Gedeborg R, Byberg L, Garmo H, Ahlbom A, Pedersen NL, Michaelsson K (2009) Cardiovascular diseases and risk of hip fracture. JAMA 302(15):1666–1673

    Article  CAS  PubMed  Google Scholar 

  41. Koh WP, Wang R, Ang LW, Heng D, Yuan JM, Yu MC (2010) Diabetes and risk of hip fracture in the Singapore Chinese Health Study. Diabetes Care 33(8):1766–1770

    Article  PubMed Central  PubMed  Google Scholar 

  42. Cheng S, Massaro JM, Fox CS, Larson MG, Keyes MJ, McCabe EL, Robins SJ, O’Donnell CJ, Hoffmann U, Jacques PF, Booth SL, Vasan RS, Wolf M, Wang TJ (2010) Adiposity, cardiometabolic risk, and vitamin D status: the Framingham Heart Study. Diabetes 59(1):242–248

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  43. Mason C, Xiao L, Imayama I, Duggan CR, Bain C, Foster-Schubert KE, Kong A, Campbell KL, Wang CY, Neuhouser ML, Li L, Jeffery RW, Robien K, Alfano CM, Blackburn GL, McTiernan A (2011) Effects of weight loss on serum vitamin D in postmenopausal women. Am J Clin Nutr 94(1):95–103

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  44. Cifuentes M, Riedt CS, Brolin RE, Field MP, Sherrell RM, Shapses SA (2004) Weight loss and calcium intake influence calcium absorption in overweight postmenopausal women. Am J Clin Nutr 80(1):123–130

    CAS  PubMed Central  PubMed  Google Scholar 

  45. Connor Gorber S, Tremblay M, Moher D, Gorber B (2007) A comparison of direct vs. self-report measures for assessing height, weight and body mass index: a systematic review. Obes Rev 8(4):307–326

    Article  CAS  PubMed  Google Scholar 

  46. Ng SP, Korda R, Clements M, Latz I, Bauman A, Bambrick H, Liu B, Rogers K, Herbert N, Banks E (2011) Validity of self-reported height and weight and derived body mass index in middle-aged and elderly individuals in Australia. Aust N Z J Public Health 35(6):557–563

    Article  PubMed  Google Scholar 

  47. Hu FB (2008) Obesity epidemiology, vol 1. Oxford University Press, New York

    Book  Google Scholar 

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Acknowledgments

We thank Siew-Hong Low of the National University of Singapore for supervising the fieldwork and Renwei Wang for the maintenance of the database in the Singapore Chinese Health Study. We also thank the Ministry of Health in Singapore for assistance with the identification of hip fracture cases and mortality via database linkages. Finally, we acknowledge the founding Principal Investigator of the Singapore Chinese Health Study, Mimi C. Yu.

Funding

This study was supported by the National Medical Research Council, Singapore (NMRC/EDG/0011/2007) and National Institutes of Health, USA (RO1 CA144034 and UM1 CA182876).

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None

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Correspondence to Z. Dai.

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Dai, Z., Ang, LW., Yuan, JM. et al. Association between change in body weight after midlife and risk of hip fracture—the Singapore Chinese Health Study. Osteoporos Int 26, 1939–1947 (2015). https://doi.org/10.1007/s00198-015-3099-9

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  • DOI: https://doi.org/10.1007/s00198-015-3099-9

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