TY - JOUR
T1 - Diet quality scores and prediction of all-cause, cardiovascular and cancer mortality in a pan-european cohort study
AU - Lassale, Camille
AU - Gunter, Marc J.
AU - Romaguera, Dora
AU - Peelen, Linda M.
AU - Van Der Schouw, Yvonne T.
AU - Beulens, Joline W.J.
AU - Freisling, Heinz
AU - Muller, David C.
AU - Ferrari, Pietro
AU - Huybrechts, Inge
AU - Fagherazzi, Guy
AU - Boutron-Ruault, Marie Christine
AU - Affret, Aurélie
AU - Overvad, Kim
AU - Dahm, Christina C.
AU - Olsen, Anja
AU - Roswall, Nina
AU - Tsilidis, Konstantinos K.
AU - Katzke, Verena A.
AU - Kühn, Tilman
AU - Buijsse, Brian
AU - Quirós, José Ramón
AU - Sánchez-Cantalejo, Emilio
AU - Etxezarreta, Nerea
AU - Huerta, José María
AU - Barricarte, Aurelio
AU - Bonet, Catalina
AU - Khaw, Kay Tee
AU - Key, Timothy J.
AU - Trichopoulou, Antonia
AU - Bamia, Christina
AU - Lagiou, Pagona
AU - Palli, Domenico
AU - Agnoli, Claudia
AU - Tumino, Rosario
AU - Fasanelli, Francesca
AU - Panico, Salvatore
AU - Bueno-de-Mesquita, H. Bas
AU - Boer, Jolanda M.A.
AU - Sonestedt, Emily
AU - Nilsson, Lena Maria
AU - Renström, Frida
AU - Weiderpass, Elisabete
AU - Skeie, Guri
AU - Lund, Eiliv
AU - Moons, Karel G.M.
AU - Riboli, Elio
AU - Tzoulaki, Ioanna
N1 - Publisher Copyright:
© 2016 Lassale et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
PY - 2016/7
Y1 - 2016/7
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84978771288&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0159025
DO - 10.1371/journal.pone.0159025
M3 - Article
C2 - 27409582
AN - SCOPUS:84978771288
SN - 1932-6203
VL - 11
JO - PLoS ONE
JF - PLoS ONE
IS - 7
M1 - e0159025
ER -