Diet quality scores and prediction of all-cause, cardiovascular and cancer mortality in a pan-european cohort study
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2016-07-01
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Abstract
Scores of overall diet quality have received increasing attention in relation to disease aetiology; however, their value in risk prediction has been little examined. The objective was to assess and compare the association and predictive performance of 10 diet quality scores on 10-year risk of all-cause, CVD and cancer mortality in 451,256 healthy participants to the European Prospective Investigation into Cancer and Nutrition, followed-up for a median of 12.8y. All dietary scores studied showed significant inverse associations with all outcomes. The range of HRs (95% CI) in the top vs. lowest quartile of dietary scores in a composite model including non-invasive factors (age, sex, smoking, body mass index, education, physical activity and study centre) was 0.75 (0.72-0.79) to 0.88 (0.84-0.92) for all-cause, 0.76 (0.69-0.83) to 0.84 (0.76-0.92) for CVD and 0.78 (0.73-0.83) to 0.91 (0.85-0.97) for cancer mortality. Models with dietary scores alone showed low discrimination, but composite models also including age, sex and other non-invasive factors showed good discrimination and calibration, which varied little between different diet scores examined. Mean C-statistic of full models was 0.73, 0.80 and 0.71 for all-cause, CVD and cancer mortality. Dietary scores have poor predictive performance for 10-year mortality risk when used in isolation but display good predictive ability in combination with other non-invasive common risk factors.
Keywords
General Agricultural and Biological Sciences, General Biochemistry,Genetics and Molecular Biology, General Medicine, Journal Article
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Lassale, C, Gunter, M J, Romaguera, D, Peelen, L M, Van Der Schouw, Y T, Beulens, J W J, Freisling, H, Muller, D C, Ferrari, P, Huybrechts, I, Fagherazzi, G, Boutron-Ruault, M C, Affret, A, Overvad, K, Dahm, C C, Olsen, A, Roswall, N, Tsilidis, K K, Katzke, V A, Kühn, T, Buijsse, B, Quirós, J R, Sánchez-Cantalejo, E, Etxezarreta, N, Huerta, J M, Barricarte, A, Bonet, C, Khaw, K T, Key, T J, Trichopoulou, A, Bamia, C, Lagiou, P, Palli, D, Agnoli, C, Tumino, R, Fasanelli, F, Panico, S, Bueno-de-Mesquita, H B, Boer, J M A, Sonestedt, E, Nilsson, L M, Renström, F, Weiderpass, E, Skeie, G, Lund, E, Moons, K G M, Riboli, E & Tzoulaki, I 2016, 'Diet quality scores and prediction of all-cause, cardiovascular and cancer mortality in a pan-european cohort study', PLoS ONE [E], vol. 11, no. 7, e0159025. https://doi.org/10.1371/journal.pone.0159025