Skip to main content
Top
Published in: Archives of Osteoporosis 1/2021

01-12-2021 | Osteoporosis | Original Article

Association between BMI variability and risk of fracture among Korean men and women: a population based study

Authors: Yoosun Cho, Seulggie Choi, Young Ho Yun, Belong Cho, Ji-Yeob Choi, Sang Min Park

Published in: Archives of Osteoporosis | Issue 1/2021

Login to get access

Abstract

Summary

In Korean adults aged 50 years and older, the overall risk of fractures increased with greater BMI variability among both men and women, specifically, spinal fractures for men and both spinal and hip fractures for women.

Purpose

The bone-health-related outcome, such as fractures due to BMI fluctuation, has been understudied within Asian populations. In this large-scale, population-based cohort study in Korea, we aimed to investigate the relationship between variability in body mass index (BMI) and the risk of fractures.

Methods

The study included 166,932 subjects aged ≥ 50 years from the National Health Insurance Service-Health Screening Cohort. The BMI variability value from three follow-up examinations during 2002–2007 was categorized into quartiles. The hazard ratios (HRs) with 95% confidence intervals (CIs) for the effects of BMI variability on the risk of admission from hip, spine, and upper extremity fractures during 2008–2015 were evaluated using a Cox proportional hazards regression analysis.

Results

Compared to those in the lowest BMI variability (1st quartile), men in the highest BMI variability (4th quartile) showed an increased risk of spinal fractures (aHR 1.21, 95% CI 1.07–1.36) with a significant linear trend (P for trend = 0.021). Compared to those in the lowest BMI variability (1st quartile), women in the highest BMI variability (4th quartile) showed an increased risk of hip and spinal fractures (aHR 1.35, 95% CI 1.05–1.69; aHR 1.16, 95% CI 1.05–1.28) with significant linear trends (P for trend = 0.021; P for trend = 0.003, respectively). There was no association between BMI variability and incidents of upper extremity fractures for men or women.

Conclusion

Association between BMI variability and increased fracture risk depended on sex and fracture types. BMI maintenance, instead of high BMI fluctuation, may be beneficial in terms of lowering the overall fracture risk for Korean adults over 50 years old.
Appendix
Available only for authorised users
Literature
1.
go back to reference Ballane G, Cauley JA, Luckey MM, Fuleihan GEH (2014) Secular trends in hip fractures worldwide: opposing trends East versus West. J Bone Miner Res 29(8):1745–1755PubMedCrossRef Ballane G, Cauley JA, Luckey MM, Fuleihan GEH (2014) Secular trends in hip fractures worldwide: opposing trends East versus West. J Bone Miner Res 29(8):1745–1755PubMedCrossRef
2.
go back to reference Park C, Ha YC, Jang S, Jang S, Yoon HK, Lee YK (2011) The incidence and residual lifetime risk of osteoporosis-related fractures in Korea. J Bone Miner Metab 29(6):744–751PubMedCrossRef Park C, Ha YC, Jang S, Jang S, Yoon HK, Lee YK (2011) The incidence and residual lifetime risk of osteoporosis-related fractures in Korea. J Bone Miner Metab 29(6):744–751PubMedCrossRef
3.
go back to reference Johnell O, Kanis J (2005) Epidemiology of osteoporotic fractures. Osteoporos Int 16(Suppl 2):S3–S7PubMedCrossRef Johnell O, Kanis J (2005) Epidemiology of osteoporotic fractures. Osteoporos Int 16(Suppl 2):S3–S7PubMedCrossRef
4.
go back to reference Kim TY, Jang S, Park CM, Lee A, Lee YK, Kim HY, Cho EH, Ha YC (2016) Trends of incidence, mortality, and future projection of spinal fractures in Korea using nationwide claims data. J Korean Med Sci 31(5):801–805PubMedPubMedCentralCrossRef Kim TY, Jang S, Park CM, Lee A, Lee YK, Kim HY, Cho EH, Ha YC (2016) Trends of incidence, mortality, and future projection of spinal fractures in Korea using nationwide claims data. J Korean Med Sci 31(5):801–805PubMedPubMedCentralCrossRef
5.
go back to reference Lee YK, Jang S, Jang S, Lee HJ, Park C, Ha YC, Kim DY (2012) Mortality after vertebral fracture in Korea: analysis of the National Claim Registry. Osteoporos Int 23(7):1859–1865PubMedCrossRef Lee YK, Jang S, Jang S, Lee HJ, Park C, Ha YC, Kim DY (2012) Mortality after vertebral fracture in Korea: analysis of the National Claim Registry. Osteoporos Int 23(7):1859–1865PubMedCrossRef
6.
go back to reference Chen CW, Huang TL, Su LT, Kuo YC, Wu SC, Li CY, Chen KB, Sung FC (2013) Incidence of subsequent hip fractures is significantly increased within the first month after distal radius fracture in patients older than 60 years. J Trauma Acute Care Surg 74(1):317–321PubMedCrossRef Chen CW, Huang TL, Su LT, Kuo YC, Wu SC, Li CY, Chen KB, Sung FC (2013) Incidence of subsequent hip fractures is significantly increased within the first month after distal radius fracture in patients older than 60 years. J Trauma Acute Care Surg 74(1):317–321PubMedCrossRef
7.
go back to reference De Laet C et al (2005) Body mass index as a predictor of fracture risk: a meta-analysis. Osteoporos Int 16(11):1330–1338PubMedCrossRef De Laet C et al (2005) Body mass index as a predictor of fracture risk: a meta-analysis. Osteoporos Int 16(11):1330–1338PubMedCrossRef
8.
go back to reference Paganini-Hill A, Chao A, Ross RK, Henderson BE (1991) Exercise and other factors in the prevention of hip fracture: the Leisure World study. Epidemiology 2(1):16–25PubMedCrossRef Paganini-Hill A, Chao A, Ross RK, Henderson BE (1991) Exercise and other factors in the prevention of hip fracture: the Leisure World study. Epidemiology 2(1):16–25PubMedCrossRef
9.
go back to reference Johansson H, Kanis JA, Odén A, McCloskey E, Chapurlat RD, Christiansen C, Cummings SR, Diez-Perez A, Eisman JA, Fujiwara S, Glüer CC, Goltzman D, Hans D, Khaw KT, Krieg MA, Kröger H, LaCroix AZ, Lau E, Leslie WD, Mellström D, Melton LJ III, O'Neill TW, Pasco JA, Prior JC, Reid DM, Rivadeneira F, van Staa T, Yoshimura N, Zillikens MC (2014) A meta-analysis of the association of fracture risk and body mass index in women. J Bone Miner Res 29(1):223–233PubMedCrossRef Johansson H, Kanis JA, Odén A, McCloskey E, Chapurlat RD, Christiansen C, Cummings SR, Diez-Perez A, Eisman JA, Fujiwara S, Glüer CC, Goltzman D, Hans D, Khaw KT, Krieg MA, Kröger H, LaCroix AZ, Lau E, Leslie WD, Mellström D, Melton LJ III, O'Neill TW, Pasco JA, Prior JC, Reid DM, Rivadeneira F, van Staa T, Yoshimura N, Zillikens MC (2014) A meta-analysis of the association of fracture risk and body mass index in women. J Bone Miner Res 29(1):223–233PubMedCrossRef
10.
go back to reference Prieto-Alhambra D, Premaor MO, Fina Avilés F, Hermosilla E, Martinez-Laguna D, Carbonell-Abella C, Nogués X, Compston JE, Díez-Pérez A (2012) The association between fracture and obesity is site-dependent: a population-based study in postmenopausal women. J Bone Miner Res 27(2):294–300PubMedCrossRef Prieto-Alhambra D, Premaor MO, Fina Avilés F, Hermosilla E, Martinez-Laguna D, Carbonell-Abella C, Nogués X, Compston JE, Díez-Pérez A (2012) The association between fracture and obesity is site-dependent: a population-based study in postmenopausal women. J Bone Miner Res 27(2):294–300PubMedCrossRef
11.
go back to reference Crandall CJ, Yildiz VO, Wactawski-Wende J, Johnson KC, Chen Z, Going SB, Wright NC, Cauley JA (2015) Postmenopausal weight change and incidence of fracture: post hoc findings from Women’s Health Initiative Observational Study and Clinical Trials. BMJ 350:h25PubMedPubMedCentralCrossRef Crandall CJ, Yildiz VO, Wactawski-Wende J, Johnson KC, Chen Z, Going SB, Wright NC, Cauley JA (2015) Postmenopausal weight change and incidence of fracture: post hoc findings from Women’s Health Initiative Observational Study and Clinical Trials. BMJ 350:h25PubMedPubMedCentralCrossRef
12.
go back to reference 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):373–378PubMedCrossRef 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):373–378PubMedCrossRef
13.
go back to reference Gallagher KI, Jakicic JM, Kiel DP, Page ML, Ferguson ES, Marcus BH (2002) Impact of weight-cycling history on bone density in obese women. Obes Res 10(9):896–902PubMedCrossRef Gallagher KI, Jakicic JM, Kiel DP, Page ML, Ferguson ES, Marcus BH (2002) Impact of weight-cycling history on bone density in obese women. Obes Res 10(9):896–902PubMedCrossRef
14.
go back to reference Park SM, Yun YH, Kim YA, Jo M, Won YJ, Back JH, Lee ES (2016) Prediagnosis body mass index and risk of secondary primary cancer in male cancer survivors: a large cohort study. J Clin Oncol 34(34):4116–4124PubMedPubMedCentralCrossRef Park SM, Yun YH, Kim YA, Jo M, Won YJ, Back JH, Lee ES (2016) Prediagnosis body mass index and risk of secondary primary cancer in male cancer survivors: a large cohort study. J Clin Oncol 34(34):4116–4124PubMedPubMedCentralCrossRef
15.
go back to reference Jee SH, Sull JW, Park J, Lee SY, Ohrr H, Guallar E, Samet JM (2006) Body-mass index and mortality in Korean men and women. N Engl J Med 355(8):779–787PubMedCrossRef Jee SH, Sull JW, Park J, Lee SY, Ohrr H, Guallar E, Samet JM (2006) Body-mass index and mortality in Korean men and women. N Engl J Med 355(8):779–787PubMedCrossRef
16.
go back to reference Bangalore S, Fayyad R, Laskey R, DeMicco DA, Messerli FH, Waters DD (2017) Body-weight fluctuations and outcomes in coronary disease. N Engl J Med 376(14):1332–1340PubMedCrossRef Bangalore S, Fayyad R, Laskey R, DeMicco DA, Messerli FH, Waters DD (2017) Body-weight fluctuations and outcomes in coronary disease. N Engl J Med 376(14):1332–1340PubMedCrossRef
17.
go back to reference Oh TJ, Moon JH, Choi SH, Lim S, Park KS, Cho NH, Jang HC (2019) Body-weight fluctuation and incident diabetes mellitus, cardiovascular disease, and mortality: a 16-year prospective cohort study. J Clin Endocrinol Metab 104(3):639–646PubMedCrossRef Oh TJ, Moon JH, Choi SH, Lim S, Park KS, Cho NH, Jang HC (2019) Body-weight fluctuation and incident diabetes mellitus, cardiovascular disease, and mortality: a 16-year prospective cohort study. J Clin Endocrinol Metab 104(3):639–646PubMedCrossRef
18.
go back to reference Osteoporosis and Osteoporotic Fracture Fact Sheet. 2017, Korean Society for Bone and Mineral Research National Health Insurance Service Joint research Osteoporosis and Osteoporotic Fracture Fact Sheet. 2017, Korean Society for Bone and Mineral Research National Health Insurance Service Joint research
19.
go back to reference Sung JH, Kim K, Cho Y, Choi S, Chang J, Kim SM, Kim SR, Lee G, Son JS, Park SM (2020) Association of air pollution with osteoporotic fracture risk among women over 50 years of age. J Bone Miner Metab 38(6):839–847PubMedCrossRef Sung JH, Kim K, Cho Y, Choi S, Chang J, Kim SM, Kim SR, Lee G, Son JS, Park SM (2020) Association of air pollution with osteoporotic fracture risk among women over 50 years of age. J Bone Miner Metab 38(6):839–847PubMedCrossRef
20.
go back to reference Kwon GD, Jang S, Lee A, Park CM, Lee YK, Kim TY, Kim HY, Park EJ, Ha YC (2016) Incidence and mortality after distal radius fractures in adults aged 50 years and older in Korea. J Korean Med Sci 31(4):630–634PubMedPubMedCentralCrossRef Kwon GD, Jang S, Lee A, Park CM, Lee YK, Kim TY, Kim HY, Park EJ, Ha YC (2016) Incidence and mortality after distal radius fractures in adults aged 50 years and older in Korea. J Korean Med Sci 31(4):630–634PubMedPubMedCentralCrossRef
21.
go back to reference Ha YC, Kim TY, Lee A, Lee YK, Kim HY, Kim JH, Park CM, Jang S (2016) Current trends and future projections of hip fracture in South Korea using nationwide claims data. Osteoporos Int 27(8):2603–2609PubMedCrossRef Ha YC, Kim TY, Lee A, Lee YK, Kim HY, Kim JH, Park CM, Jang S (2016) Current trends and future projections of hip fracture in South Korea using nationwide claims data. Osteoporos Int 27(8):2603–2609PubMedCrossRef
22.
go back to reference Cheol Seong S, Kim YY, Khang YH, Heon Park J, Kang HJ, Lee H, Do CH, Song JS, Hyon Bang J, Ha S, Lee EJ, Ae Shin S (2017) Data resource profile: the National Health Information Database of the National Health Insurance Service in South Korea. Int J Epidemiol 46(3):799–800PubMed Cheol Seong S, Kim YY, Khang YH, Heon Park J, Kang HJ, Lee H, Do CH, Song JS, Hyon Bang J, Ha S, Lee EJ, Ae Shin S (2017) Data resource profile: the National Health Information Database of the National Health Insurance Service in South Korea. Int J Epidemiol 46(3):799–800PubMed
23.
go back to reference Cho H, Byun JH, Song I, Kim HY, Ha YC, Kim TY, Lee YK, Jang S (2018) Effect of improved medication adherence on health care costs in osteoporosis patients. Medicine (Baltimore) 97(30):e11470CrossRef Cho H, Byun JH, Song I, Kim HY, Ha YC, Kim TY, Lee YK, Jang S (2018) Effect of improved medication adherence on health care costs in osteoporosis patients. Medicine (Baltimore) 97(30):e11470CrossRef
24.
go back to reference Choi HJ, Shin CS, Ha YC, Jang SM, Jang SH, Park CM, Yoon HK, Lee SS (2012) Burden of osteoporosis in adults in Korea: a national health insurance database study. J Bone Miner Metab 30(1):54–58PubMedCrossRef Choi HJ, Shin CS, Ha YC, Jang SM, Jang SH, Park CM, Yoon HK, Lee SS (2012) Burden of osteoporosis in adults in Korea: a national health insurance database study. J Bone Miner Metab 30(1):54–58PubMedCrossRef
25.
go back to reference Sundararajan V, Henderson T, Perry C, Muggivan A, Quan H, Ghali WA (2004) New ICD-10 version of the Charlson comorbidity index predicted in-hospital mortality. J Clin Epidemiol 57(12):1288–1294PubMedCrossRef Sundararajan V, Henderson T, Perry C, Muggivan A, Quan H, Ghali WA (2004) New ICD-10 version of the Charlson comorbidity index predicted in-hospital mortality. J Clin Epidemiol 57(12):1288–1294PubMedCrossRef
26.
go back to reference Vatcheva KP et al (2015) The effect of ignoring statistical interactions in regression analyses conducted in epidemiologic studies: an example with survival analysis using cox proportional hazards regression model. Epidemiology (Sunnyvale) 6(1) Vatcheva KP et al (2015) The effect of ignoring statistical interactions in regression analyses conducted in epidemiologic studies: an example with survival analysis using cox proportional hazards regression model. Epidemiology (Sunnyvale) 6(1)
27.
go back to reference Elfhag K, Rossner S (2005) Who succeeds in maintaining weight loss? A conceptual review of factors associated with weight loss maintenance and weight regain. Obes Rev 6(1):67–85PubMedCrossRef Elfhag K, Rossner S (2005) Who succeeds in maintaining weight loss? A conceptual review of factors associated with weight loss maintenance and weight regain. Obes Rev 6(1):67–85PubMedCrossRef
28.
go back to reference Strohacker K, Carpenter KC, McFarlin BK (2009) Consequences of weight cycling: an increase in disease risk? Int J Exerc Sci 2(3):191–201PubMedPubMedCentral Strohacker K, Carpenter KC, McFarlin BK (2009) Consequences of weight cycling: an increase in disease risk? Int J Exerc Sci 2(3):191–201PubMedPubMedCentral
29.
go back to reference Kroke A, Liese AD, Schulz M, Bergmann MM, Klipstein-Grobusch K, Hoffmann K, Boeing H (2002) Recent weight changes and weight cycling as predictors of subsequent two year weight change in a middle-aged cohort. Int J Obes Relat Metab Disord 26(3):403–409PubMedCrossRef Kroke A, Liese AD, Schulz M, Bergmann MM, Klipstein-Grobusch K, Hoffmann K, Boeing H (2002) Recent weight changes and weight cycling as predictors of subsequent two year weight change in a middle-aged cohort. Int J Obes Relat Metab Disord 26(3):403–409PubMedCrossRef
30.
go back to reference Kataja-Tuomola M, Sundell J, Männistö S, Virtanen MJ, Kontto J, Albanes D, Virtamo J (2010) Short-term weight change and fluctuation as risk factors for type 2 diabetes in Finnish male smokers. Eur J Epidemiol 25(5):333–339PubMedCrossRef Kataja-Tuomola M, Sundell J, Männistö S, Virtanen MJ, Kontto J, Albanes D, Virtamo J (2010) Short-term weight change and fluctuation as risk factors for type 2 diabetes in Finnish male smokers. Eur J Epidemiol 25(5):333–339PubMedCrossRef
31.
go back to reference Rhee EJ, Cho JH, Kwon H, Park SE, Park CY, Oh KW, Park SW, Lee WY (2018) Increased risk of diabetes development in individuals with weight cycling over 4years: the Kangbuk Samsung Health study. Diabetes Res Clin Pract 139:230–238PubMedCrossRef Rhee EJ, Cho JH, Kwon H, Park SE, Park CY, Oh KW, Park SW, Lee WY (2018) Increased risk of diabetes development in individuals with weight cycling over 4years: the Kangbuk Samsung Health study. Diabetes Res Clin Pract 139:230–238PubMedCrossRef
32.
go back to reference Diaz VA, Mainous AG 3rd, Everett CJ (2005) The association between weight fluctuation and mortality: results from a population-based cohort study. J Community Health 30(3):153–165PubMedCrossRef Diaz VA, Mainous AG 3rd, Everett CJ (2005) The association between weight fluctuation and mortality: results from a population-based cohort study. J Community Health 30(3):153–165PubMedCrossRef
33.
go back to reference Rzehak P, Meisinger C, Woelke G, Brasche S, Strube G, Heinrich J (2007) Weight change, weight cycling and mortality in the ERFORT Male Cohort Study. Eur J Epidemiol 22(10):665–673PubMedCrossRef Rzehak P, Meisinger C, Woelke G, Brasche S, Strube G, Heinrich J (2007) Weight change, weight cycling and mortality in the ERFORT Male Cohort Study. Eur J Epidemiol 22(10):665–673PubMedCrossRef
34.
35.
go back to reference Chung S et al (2005) Korean and Caucasian overweight premenopausal women have different relationship of body mass index to percent body fat with age. J Appl Physiol (1985) 99(1):103–107CrossRef Chung S et al (2005) Korean and Caucasian overweight premenopausal women have different relationship of body mass index to percent body fat with age. J Appl Physiol (1985) 99(1):103–107CrossRef
36.
go back to reference Beavers KM, Lyles MF, Davis CC, Wang X, Beavers DP, Nicklas BJ (2011) Is lost lean mass from intentional weight loss recovered during weight regain in postmenopausal women? Am J Clin Nutr 94(3):767–774PubMedPubMedCentralCrossRef Beavers KM, Lyles MF, Davis CC, Wang X, Beavers DP, Nicklas BJ (2011) Is lost lean mass from intentional weight loss recovered during weight regain in postmenopausal women? Am J Clin Nutr 94(3):767–774PubMedPubMedCentralCrossRef
37.
go back to reference Lee JS et al (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):78–83PubMedCrossRef Lee JS et al (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):78–83PubMedCrossRef
38.
go back to reference Fu X, Ma X, Lu H, He W, Wang Z, Zhu S (2011) Associations of fat mass and fat distribution with bone mineral density in pre- and postmenopausal Chinese women. Osteoporos Int 22(1):113–119PubMedCrossRef Fu X, Ma X, Lu H, He W, Wang Z, Zhu S (2011) Associations of fat mass and fat distribution with bone mineral density in pre- and postmenopausal Chinese women. Osteoporos Int 22(1):113–119PubMedCrossRef
39.
go back to reference Zhao LJ, Liu YJ, Liu PY, Hamilton J, Recker RR, Deng HW (2007) Relationship of obesity with osteoporosis. J Clin Endocrinol Metab 92(5):1640–1646PubMedCrossRef Zhao LJ, Liu YJ, Liu PY, Hamilton J, Recker RR, Deng HW (2007) Relationship of obesity with osteoporosis. J Clin Endocrinol Metab 92(5):1640–1646PubMedCrossRef
40.
go back to reference Fogelholm M, Sievänen H, Heinonen A, Virtanen M, Uusi-Rasi K, Pasanen M, Vuori I (1997) Association between weight cycling history and bone mineral density in premenopausal women. Osteoporos Int 7(4):354–358PubMedCrossRef Fogelholm M, Sievänen H, Heinonen A, Virtanen M, Uusi-Rasi K, Pasanen M, Vuori I (1997) Association between weight cycling history and bone mineral density in premenopausal women. Osteoporos Int 7(4):354–358PubMedCrossRef
41.
go back to reference Strohacker K, McFarlin BK (2010) Influence of obesity, physical inactivity, and weight cycling on chronic inflammation. Front Biosci (Elite Ed) 2:98–104 Strohacker K, McFarlin BK (2010) Influence of obesity, physical inactivity, and weight cycling on chronic inflammation. Front Biosci (Elite Ed) 2:98–104
42.
go back to reference Cirmanova V et al (2008) The effect of leptin on bone: an evolving concept of action. Physiol Res 57(Suppl 1):S143–S151PubMedCrossRef Cirmanova V et al (2008) The effect of leptin on bone: an evolving concept of action. Physiol Res 57(Suppl 1):S143–S151PubMedCrossRef
43.
go back to reference Thomas T, Gori F, Khosla S, Jensen MD, Burguera B, Riggs BL (1999) Leptin acts on human marrow stromal cells to enhance differentiation to osteoblasts and to inhibit differentiation to adipocytes. Endocrinology 140(4):1630–1638PubMedCrossRef Thomas T, Gori F, Khosla S, Jensen MD, Burguera B, Riggs BL (1999) Leptin acts on human marrow stromal cells to enhance differentiation to osteoblasts and to inhibit differentiation to adipocytes. Endocrinology 140(4):1630–1638PubMedCrossRef
44.
go back to reference Li X, Jiang L, Yang M, Wu YW, Sun JZ (2018) Impact of weight cycling on CTRP3 expression, adipose tissue inflammation and insulin sensitivity in C57BL/6J mice. Exp Ther Med 16(3):2052–2059PubMedPubMedCentral Li X, Jiang L, Yang M, Wu YW, Sun JZ (2018) Impact of weight cycling on CTRP3 expression, adipose tissue inflammation and insulin sensitivity in C57BL/6J mice. Exp Ther Med 16(3):2052–2059PubMedPubMedCentral
45.
go back to reference Choo MS, Choi SR, Han JH, Lee SH, Shim YS (2017) Association of insulin resistance with near peak bone mass in the femur and lumbar spine of Korean adults aged 25-35: the Korean National Health and Nutrition Examination Survey 2008-2010. PLoS One 12(7):e0177311PubMedPubMedCentralCrossRef Choo MS, Choi SR, Han JH, Lee SH, Shim YS (2017) Association of insulin resistance with near peak bone mass in the femur and lumbar spine of Korean adults aged 25-35: the Korean National Health and Nutrition Examination Survey 2008-2010. PLoS One 12(7):e0177311PubMedPubMedCentralCrossRef
46.
go back to reference Sroga GE, Wu PC, Vashishth D (2015) Insulin-like growth factor 1, glycation and bone fragility: implications for fracture resistance of bone. PLoS One 10(1):e0117046PubMedPubMedCentralCrossRef Sroga GE, Wu PC, Vashishth D (2015) Insulin-like growth factor 1, glycation and bone fragility: implications for fracture resistance of bone. PLoS One 10(1):e0117046PubMedPubMedCentralCrossRef
47.
go back to reference Wildner M, Peters A, Raghuvanshi VS, Hohnloser J, Siebert U (2003) Superiority of age and weight as variables in predicting osteoporosis in postmenopausal white women. Osteoporos Int 14(11):950–956PubMedCrossRef Wildner M, Peters A, Raghuvanshi VS, Hohnloser J, Siebert U (2003) Superiority of age and weight as variables in predicting osteoporosis in postmenopausal white women. Osteoporos Int 14(11):950–956PubMedCrossRef
48.
go back to reference Beck TJ, Petit MA, Wu G, LeBoff MS, Cauley JA, Chen Z (2009) Does obesity really make the femur stronger? BMD, geometry, and fracture incidence in the women’s health initiative-observational study. J Bone Miner Res 24(8):1369–1379PubMedPubMedCentralCrossRef Beck TJ, Petit MA, Wu G, LeBoff MS, Cauley JA, Chen Z (2009) Does obesity really make the femur stronger? BMD, geometry, and fracture incidence in the women’s health initiative-observational study. J Bone Miner Res 24(8):1369–1379PubMedPubMedCentralCrossRef
49.
go back to reference Khatib R, Santesso N, Pickard L, Osman O, Giangregorio L, Skidmore C, Papaioannou A (2014) Fracture risk in long term care: a systematic review and meta-analysis of prospective observational studies. BMC Geriatr 14:130PubMedPubMedCentralCrossRef Khatib R, Santesso N, Pickard L, Osman O, Giangregorio L, Skidmore C, Papaioannou A (2014) Fracture risk in long term care: a systematic review and meta-analysis of prospective observational studies. BMC Geriatr 14:130PubMedPubMedCentralCrossRef
50.
go back to reference Kanis JA, Johansson H, Oden A, Johnell O, de Laet C, Eisman JA, McCloskey EV, Mellstrom D, Melton LJ III, Pols HAP, Reeve J, Silman AJ, Tenenhouse A (2004) A family history of fracture and fracture risk: a meta-analysis. Bone 35(5):1029–1037PubMedCrossRef Kanis JA, Johansson H, Oden A, Johnell O, de Laet C, Eisman JA, McCloskey EV, Mellstrom D, Melton LJ III, Pols HAP, Reeve J, Silman AJ, Tenenhouse A (2004) A family history of fracture and fracture risk: a meta-analysis. Bone 35(5):1029–1037PubMedCrossRef
51.
go back to reference Kim K, Park SM, Lee K (2018) Weight gain after smoking cessation does not modify its protective effect on myocardial infarction and stroke: evidence from a cohort study of men. Eur Heart J 39(17):1523–1531PubMedPubMedCentralCrossRef Kim K, Park SM, Lee K (2018) Weight gain after smoking cessation does not modify its protective effect on myocardial infarction and stroke: evidence from a cohort study of men. Eur Heart J 39(17):1523–1531PubMedPubMedCentralCrossRef
52.
go back to reference Lee JS, Kawakubo K, Kobayashi Y, Mori K, Kasihara H, Tamura M (2001) Effects of ten year body weight variability on cardiovascular risk factors in Japanese middle-aged men and women. Int J Obes Relat Metab Disord 25(7):1063–1067PubMedCrossRef Lee JS, Kawakubo K, Kobayashi Y, Mori K, Kasihara H, Tamura M (2001) Effects of ten year body weight variability on cardiovascular risk factors in Japanese middle-aged men and women. Int J Obes Relat Metab Disord 25(7):1063–1067PubMedCrossRef
53.
go back to reference Gray DS, Fujioka K (1991) Use of relative weight and body mass index for the determination of adiposity. J Clin Epidemiol 44(6):545–550PubMedCrossRef Gray DS, Fujioka K (1991) Use of relative weight and body mass index for the determination of adiposity. J Clin Epidemiol 44(6):545–550PubMedCrossRef
54.
go back to reference Johnson KC, Bray GA, Cheskin LJ, Clark JM, Egan CM, Foreyt JP, Garcia KR, Glasser S, Greenway FL, Gregg EW, Hazuda HP, Hergenroeder A, Hill JO, Horton ES, Jakicic JM, Jeffery RW, Kahn SE, Knowler WC, Lewis CE, Miller M, Montez MG, Nathan DM, Patricio JL, Peters AL, Pi-Sunyer X, Pownall HJ, Reboussin D, Redmon JB, Steinberg H, Wadden TA, Wagenknecht LE, Wing RR, Womack CR, Yanovski SZ, Zhang P, Schwartz AV, for the Look AHEAD Study Group (2017) The effect of intentional weight loss on fracture risk in persons with diabetes: results from the look AHEAD randomized clinical trial. J Bone Miner Res 32(11):2278–2287PubMedCrossRef Johnson KC, Bray GA, Cheskin LJ, Clark JM, Egan CM, Foreyt JP, Garcia KR, Glasser S, Greenway FL, Gregg EW, Hazuda HP, Hergenroeder A, Hill JO, Horton ES, Jakicic JM, Jeffery RW, Kahn SE, Knowler WC, Lewis CE, Miller M, Montez MG, Nathan DM, Patricio JL, Peters AL, Pi-Sunyer X, Pownall HJ, Reboussin D, Redmon JB, Steinberg H, Wadden TA, Wagenknecht LE, Wing RR, Womack CR, Yanovski SZ, Zhang P, Schwartz AV, for the Look AHEAD Study Group (2017) The effect of intentional weight loss on fracture risk in persons with diabetes: results from the look AHEAD randomized clinical trial. J Bone Miner Res 32(11):2278–2287PubMedCrossRef
55.
go back to reference Ensrud KE, Ewing SK, Stone KL, Cauley JA, Bowman PJ, Cummings SR, for the Study of Osteoporotic Fractures Research Group (2003) Intentional and unintentional weight loss increase bone loss and hip fracture risk in older women. J Am Geriatr Soc 51(12):1740–1747PubMedCrossRef Ensrud KE, Ewing SK, Stone KL, Cauley JA, Bowman PJ, Cummings SR, for the Study of Osteoporotic Fractures Research Group (2003) Intentional and unintentional weight loss increase bone loss and hip fracture risk in older women. J Am Geriatr Soc 51(12):1740–1747PubMedCrossRef
Metadata
Title
Association between BMI variability and risk of fracture among Korean men and women: a population based study
Authors
Yoosun Cho
Seulggie Choi
Young Ho Yun
Belong Cho
Ji-Yeob Choi
Sang Min Park
Publication date
01-12-2021
Publisher
Springer London
Published in
Archives of Osteoporosis / Issue 1/2021
Print ISSN: 1862-3522
Electronic ISSN: 1862-3514
DOI
https://doi.org/10.1007/s11657-021-00918-5

Other articles of this Issue 1/2021

Archives of Osteoporosis 1/2021 Go to the issue