Diet-wide association study of foods and nutrients with hip fracture risk: a prospective cohort study of 27,318 incident cases among 541,887 postmenopausal women
Tao, Y.; Key, T. J.; Reeves, G. K.; Floud, S.; Papier, K.; Tong, T. Y.
Show abstract
BackgroundPrevious research on diet and hip fracture risk focused on selected foods and nutrients. ObjectiveTo conduct a diet-wide association study of hip fracture risk. MethodsThe study population comprised 541,887 postmenopausal women in the Million Women Study. Dietary information was assessed using a validated food frequency questionnaire in 2000-2004, and calibrated using a 24-hour dietary recall from a subset 10 years later. Cox regression was used to estimate hazard ratios (HR) and 95% confidence intervals (CI) for associations between 99 dietary factors and risk of incident hip fracture, ascertained through linkage to hospital admission data. ResultsAfter an average of 19.7 years of follow-up, 27,318 incident hip fractures occurred. In multivariable-adjusted models, 60 dietary factors were associated with hip fracture risk after correction for multiple testing (False Discovery Rate p-value <0.05). The five foods most significantly associated with hip fracture risk (based on p-value) were chicken (HR and 95% CI = 0.84, 0.80-0.87 per 20 g/day), vegetables (0.88, 0.85-0.91 per 100 g/day), pasta (0.87, 0.83-0.91 per 20 g/day), chips (1.14, 1.10-1.18 per 25 g/day), and fizzy drinks (1.18, 1.12-1.24 per 50 g/day). The five nutrients with the strongest associations were protein (0.79, 0.75-0.84 per 15 g/day), zinc (0.81, 0.77-0.86 per 2 mg/day), carotene (0.91, 0.88-0.94 per 1000 {micro}g/day), fiber (0.89, 0.85-0.92 per 5 g/day), and niacin (0.82, 0.77-0.87 per 10 mg/day). The results were consistent across subgroups of body mass index, smoking, alcohol consumption, health status, physical activity, menopausal hormone use, deprivation status, and in analyses excluding the first five years of follow-up. ConclusionsMany "healthy" foods were associated with lower risk of hip fracture, and "unhealthy" foods with higher risk. Further research is needed to assess whether these associations reflect causal relationships, are indicators of a healthier overall diet, or represent confounding from other lifestyle factors.
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
Similar papers in this journal
- Metabolomics insights into osteoporosis through association with bone mineral density 96%
- The gSOS Polygenic Score is Associated with Bone Density and Fracture Risk in Childhood 95%
- The effect of plasma lipids and lipid lowering interventions on bone mineral density: a Mendelian randomization study 95%
Similar papers in this journal
- Evaluating the relationship between glycemic control and bone fragility within the UK biobank: Observational and one-sample Mendelian randomization analyses 93%
- Thermoneutral Housing has Limited Effects on Social Isolation-Induced Bone Loss in Male C57BL/6J Mice 93%
- The cortical bone metabolome of C57BL/6J mice is sexually dimorphic 92%
Similar papers in this journal
- The relationships between women’s reproductive factors: a Mendelian randomization analysis 92%
- Risk of cancer in regular and low meat-eaters, fish-eaters, and vegetarians: a prospective analysis of UK Biobank participants 91%
- Identifying molecular mediators of the relationship between body mass index and endometrial cancer risk: a Mendelian randomization analysis 91%
Similar papers in this journal
- Environment-wide and epigenome-wide association study of adiposity in "Children of 1997" birth cohort 93%
- Bias in nutrition-health associations is not eliminated by excluding extreme reporters in empirical or simulation studies 93%
- The effect of calcium supplementation in people under 35 years old: A systematic review and meta-analysis of randomized controlled trials 92%
Similar papers in this journal
- Shatavari Supplementation in Postmenopausal Women Improves Handgrip Strength and Increases Vastus Lateralis Myosin Regulatory Light Chain Phosphorylation But Does Not Alter Markers of Bone Turnover: A Randomised Controlled Trial 93%
- Methodological quality of recommendations on vitamin D and calcium – a systematic review of bone health guidelines 92%
- The effects of time-restricted eating vs. standard dietary advice on weight, metabolic health and the consumption of processed food: A pragmatic randomised controlled trial in community-based adults 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.