Skip to main content
Top
Published in: European Journal of Epidemiology 7/2017

Open Access 01-07-2017 | NUTRITIONAL EPIDEMIOLOGY

Long-term a posteriori dietary patterns and risk of hip fractures in a cohort of women

Authors: Eva Warensjö Lemming, Liisa Byberg, Håkan Melhus, Alicja Wolk, Karl Michaëlsson

Published in: European Journal of Epidemiology | Issue 7/2017

Login to get access

Abstract

Dietary pattern analysis is a useful tool to study the importance of food components in the context of a diet and how they relate to health and disease. The association between dietary patterns and fractures is at present uncertain. We aimed to study associations between dietary patterns and risk of hip fracture in the Swedish Mammography Cohort, including 56,736 women (median baseline age 52 years). Diet data was collected in food frequency questionnaires at two investigations and dietary patterns were defined by principal component analysis using 31 food groups. Information on hip fractures was collected from the Swedish National Patient Register. Multivariable adjusted hazard ratios (HR) with 95% confidence intervals (CI) were estimated in Cox proportional hazards regression analysis. The two patterns identified—the healthy and Western/convenience dietary patterns—were time-updated and analysed. During a median follow-up time of 25.5 years, 4997 women experienced a hip fracture. Hip fracture rate was 31% lower in the highest compared to the lowest quartile of the healthy dietary pattern [HR (95% CI) 0.69 (0.64; 0.75)]. In contrast, women in the highest compared to the lowest quartile of the Western/convenience dietary pattern had a 50% higher [HR (95% CI) 1.50 (1.38; 1.62)] hip fracture rate. Further, in each stratum of a Western/convenience dietary pattern a higher adherence to a healthy dietary pattern was associated with less hip fractures. The present results suggest that a varied healthy diet may be beneficial for the prevention of fragility fractures in women.
Appendix
Available only for authorised users
Literature
2.
go back to reference Prentice A. Diet, nutrition and the prevention of osteoporosis. Public Health Nutr. 2004;7(1A):227–43.CrossRefPubMed Prentice A. Diet, nutrition and the prevention of osteoporosis. Public Health Nutr. 2004;7(1A):227–43.CrossRefPubMed
4.
go back to reference Cashman KD. Diet, nutrition, and bone health. J Nutr. 2007;137(11 Suppl):2507S–12S.PubMed Cashman KD. Diet, nutrition, and bone health. J Nutr. 2007;137(11 Suppl):2507S–12S.PubMed
5.
go back to reference Office of the Surgeon G. Reports of the surgeon general. Bone health and osteoporosis: a report of the surgeon general. Rockville: Office of the Surgeon General (US); 2004. Office of the Surgeon G. Reports of the surgeon general. Bone health and osteoporosis: a report of the surgeon general. Rockville: Office of the Surgeon General (US); 2004.
6.
go back to reference Byberg L, Bellavia A, Orsini N, Wolk A, Michaelsson K. Fruit and vegetable intake and risk of hip fracture: a cohort study of Swedish men and women. J Bone Miner Res. 2015;30(6):976–84. doi:10.1002/jbmr.2384.CrossRefPubMed Byberg L, Bellavia A, Orsini N, Wolk A, Michaelsson K. Fruit and vegetable intake and risk of hip fracture: a cohort study of Swedish men and women. J Bone Miner Res. 2015;30(6):976–84. doi:10.​1002/​jbmr.​2384.CrossRefPubMed
12.
go back to reference Jacobs DR Jr, Tapsell LC. Food, not nutrients, is the fundamental unit in nutrition. Nutr Rev. 2007;65(10):439–50.PubMed Jacobs DR Jr, Tapsell LC. Food, not nutrients, is the fundamental unit in nutrition. Nutr Rev. 2007;65(10):439–50.PubMed
15.
17.
go back to reference Langsetmo L, Hanley DA, Prior JC, et al. Dietary patterns and incident low-trauma fractures in postmenopausal women and men aged >/=50 y: a population-based cohort study. Am J Clin Nutr. 2011;93(1):192–9. doi:10.3945/ajcn.110.002956.CrossRefPubMed Langsetmo L, Hanley DA, Prior JC, et al. Dietary patterns and incident low-trauma fractures in postmenopausal women and men aged >/=50 y: a population-based cohort study. Am J Clin Nutr. 2011;93(1):192–9. doi:10.​3945/​ajcn.​110.​002956.CrossRefPubMed
21.
go back to reference Byberg L, Bellavia A, Larsson SC, Orsini N, Wolk A, Michaelsson K. Mediterranean diet and hip fracture in Swedish men and women. J Bone Miner Res. 2016;. doi:10.1002/jbmr.2896.PubMed Byberg L, Bellavia A, Larsson SC, Orsini N, Wolk A, Michaelsson K. Mediterranean diet and hip fracture in Swedish men and women. J Bone Miner Res. 2016;. doi:10.​1002/​jbmr.​2896.PubMed
22.
go back to reference Benetou V, Orfanos P, Feskanich D, et al. Fruit and vegetable intake and hip fracture incidence in older men and women: the CHANCES project. J Bone Miner Res. 2016;. doi:10.1002/jbmr.2850.PubMed Benetou V, Orfanos P, Feskanich D, et al. Fruit and vegetable intake and hip fracture incidence in older men and women: the CHANCES project. J Bone Miner Res. 2016;. doi:10.​1002/​jbmr.​2850.PubMed
25.
go back to reference Greenland S. Quantifying biases in causal models: classical confounding vs collider-stratification bias. Epidemiology. 2003;14(3):300–6.PubMed Greenland S. Quantifying biases in causal models: classical confounding vs collider-stratification bias. Epidemiology. 2003;14(3):300–6.PubMed
27.
go back to reference Willett WC, Howe GR, Kushi LH. Adjustment for total energy intake in epidemiologic studies. Am J Clin Nut. 1997;65(4 Suppl):1220S–8S discussion 9S–31S. Willett WC, Howe GR, Kushi LH. Adjustment for total energy intake in epidemiologic studies. Am J Clin Nut. 1997;65(4 Suppl):1220S–8S discussion 9S–31S.
28.
29.
go back to reference Gedeborg R, Engquist H, Berglund L, Michaelsson K. Identification of incident injuries in hospital discharge registers. Epidemiology. 2008;19(6):860–7.CrossRefPubMed Gedeborg R, Engquist H, Berglund L, Michaelsson K. Identification of incident injuries in hospital discharge registers. Epidemiology. 2008;19(6):860–7.CrossRefPubMed
32.
go back to reference Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373–83.CrossRefPubMed Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373–83.CrossRefPubMed
33.
go back to reference Quan H, Sundararajan V, Halfon P, et al. Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care. 2005;43(11):1130–9.CrossRefPubMed Quan H, Sundararajan V, Halfon P, et al. Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care. 2005;43(11):1130–9.CrossRefPubMed
34.
go back to reference Hu FB, Stampfer MJ, Rimm E, et al. Dietary fat and coronary heart disease: a comparison of approaches for adjusting for total energy intake and modeling repeated dietary measurements. Am J Epidemiol. 1999;149(6):531–40.CrossRefPubMed Hu FB, Stampfer MJ, Rimm E, et al. Dietary fat and coronary heart disease: a comparison of approaches for adjusting for total energy intake and modeling repeated dietary measurements. Am J Epidemiol. 1999;149(6):531–40.CrossRefPubMed
36.
go back to reference Nordic Nutrition Recommendations 2012. 5 ed. Copenhagen: Nordic Council of Ministers, Nordic Council of Ministers; 2014. Nordic Nutrition Recommendations 2012. 5 ed. Copenhagen: Nordic Council of Ministers, Nordic Council of Ministers; 2014.
37.
go back to reference 2015–2020 Dietary Guidelines for Americans. In: U.S. Department of health and human services and U.S. Department of Agriculture, 8th ed, 2015. 2015–2020 Dietary Guidelines for Americans. In: U.S. Department of health and human services and U.S. Department of Agriculture, 8th ed, 2015.
38.
43.
go back to reference Cederholm T, Cruz-Jentoft AJ, Maggi S. Sarcopenia and fragility fractures. Eur J Phys Rehabil Med. 2013;49(1):111–7.PubMed Cederholm T, Cruz-Jentoft AJ, Maggi S. Sarcopenia and fragility fractures. Eur J Phys Rehabil Med. 2013;49(1):111–7.PubMed
44.
go back to reference Finck H, Hart AR, Jennings A, Welch AA. Is there a role for vitamin C in preventing osteoporosis and fractures? A review of the potential underlying mechanisms and current epidemiological evidence. Nutr Res Rev. 2014;27(2):268–83. doi:10.1017/s0954422414000195.CrossRefPubMed Finck H, Hart AR, Jennings A, Welch AA. Is there a role for vitamin C in preventing osteoporosis and fractures? A review of the potential underlying mechanisms and current epidemiological evidence. Nutr Res Rev. 2014;27(2):268–83. doi:10.​1017/​s095442241400019​5.CrossRefPubMed
46.
go back to reference Michaëlsson K, Wolk A, Byberg L, Ärnlöv J, Melhus H. Intake and serum levels of α-tocopherol in relation to fractures in elderly women and men: two cohort studies. Am J Clin Nutr. 2014;99(1):107–14. doi:10.3945/ajcn Michaëlsson K, Wolk A, Byberg L, Ärnlöv J, Melhus H. Intake and serum levels of α-tocopherol in relation to fractures in elderly women and men: two cohort studies. Am J Clin Nutr. 2014;99(1):107–14. doi:10.​3945/​ajcn
50.
52.
go back to reference McEvoy CT, Cardwell CR, Woodside JV, Young IS, Hunter SJ, McKinley MC. A posteriori dietary patterns are related to risk of type 2 diabetes: findings from a systematic review and meta-analysis. J Acad Nutr Diet. 2014;114(11):1759.e4–1775.e4. doi:10.1016/j.jand.2014.05.001.CrossRef McEvoy CT, Cardwell CR, Woodside JV, Young IS, Hunter SJ, McKinley MC. A posteriori dietary patterns are related to risk of type 2 diabetes: findings from a systematic review and meta-analysis. J Acad Nutr Diet. 2014;114(11):1759.e4–1775.e4. doi:10.​1016/​j.​jand.​2014.​05.​001.CrossRef
53.
go back to reference Medina-RemOn A, Kirwan R, Lamuela-Raventos RM, Estruch R. Dietary patterns and the risk of obesity, type 2 diabetes mellitus, cardiovascular diseases, asthma, and mental health problems. Crit Rev Food Sci Nutr. 2016;. doi:10.1080/10408398.2016.1158690.PubMed Medina-RemOn A, Kirwan R, Lamuela-Raventos RM, Estruch R. Dietary patterns and the risk of obesity, type 2 diabetes mellitus, cardiovascular diseases, asthma, and mental health problems. Crit Rev Food Sci Nutr. 2016;. doi:10.​1080/​10408398.​2016.​1158690.PubMed
57.
go back to reference Okubo H, Sasaki S, Horiguchi H, et al. Dietary patterns associated with bone mineral density in premenopausal Japanese farmwomen. Am J Clin Nutr. 2006;83(5):1185–92.PubMed Okubo H, Sasaki S, Horiguchi H, et al. Dietary patterns associated with bone mineral density in premenopausal Japanese farmwomen. Am J Clin Nutr. 2006;83(5):1185–92.PubMed
58.
go back to reference Tucker KL, Chen H, Hannan MT, et al. Bone mineral density and dietary patterns in older adults: the Framingham Osteoporosis Study. Am J Clin Nutr. 2002;76(1):245–52.PubMed Tucker KL, Chen H, Hannan MT, et al. Bone mineral density and dietary patterns in older adults: the Framingham Osteoporosis Study. Am J Clin Nutr. 2002;76(1):245–52.PubMed
59.
go back to reference Lopez-Garcia E, Schulze MB, Fung TT, et al. Major dietary patterns are related to plasma concentrations of markers of inflammation and endothelial dysfunction. Am J Clin Nutr. 2004;80(4):1029–35.PubMed Lopez-Garcia E, Schulze MB, Fung TT, et al. Major dietary patterns are related to plasma concentrations of markers of inflammation and endothelial dysfunction. Am J Clin Nutr. 2004;80(4):1029–35.PubMed
63.
go back to reference Bischoff-Ferrari HA, Dawson-Hughes B, Baron JA, et al. Milk intake and risk of hip fracture in men and women: a meta-analysis of prospective cohort studies. J Bone Miner Res. 2011;26(4):833–9. doi:10.1002/jbmr.279.CrossRefPubMed Bischoff-Ferrari HA, Dawson-Hughes B, Baron JA, et al. Milk intake and risk of hip fracture in men and women: a meta-analysis of prospective cohort studies. J Bone Miner Res. 2011;26(4):833–9. doi:10.​1002/​jbmr.​279.CrossRefPubMed
66.
go back to reference Khani BR, Ye W, Terry P, Wolk A. Reproducibility and validity of major dietary patterns among Swedish women assessed with a food-frequency questionnaire. J Nutr. 2004;134(6):1541–5.PubMed Khani BR, Ye W, Terry P, Wolk A. Reproducibility and validity of major dietary patterns among Swedish women assessed with a food-frequency questionnaire. J Nutr. 2004;134(6):1541–5.PubMed
67.
go back to reference Newby PK, Weismayer C, Akesson A, Tucker KL, Wolk A. Long-term stability of food patterns identified by use of factor analysis among Swedish women. J Nutr. 2006;136(3):626–33.PubMed Newby PK, Weismayer C, Akesson A, Tucker KL, Wolk A. Long-term stability of food patterns identified by use of factor analysis among Swedish women. J Nutr. 2006;136(3):626–33.PubMed
Metadata
Title
Long-term a posteriori dietary patterns and risk of hip fractures in a cohort of women
Authors
Eva Warensjö Lemming
Liisa Byberg
Håkan Melhus
Alicja Wolk
Karl Michaëlsson
Publication date
01-07-2017
Publisher
Springer Netherlands
Published in
European Journal of Epidemiology / Issue 7/2017
Print ISSN: 0393-2990
Electronic ISSN: 1573-7284
DOI
https://doi.org/10.1007/s10654-017-0267-6

Other articles of this Issue 7/2017

European Journal of Epidemiology 7/2017 Go to the issue