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Diet Quality Scores and Prediction of All-Cause, Cardiovascular and Cancer Mortality in a Pan-European Cohort Study
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-ca...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4943719/ https://www.ncbi.nlm.nih.gov/pubmed/27409582 http://dx.doi.org/10.1371/journal.pone.0159025 |
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author | Lassale, Camille Gunter, Marc J. Romaguera, Dora Peelen, Linda M. Van der Schouw, Yvonne T. Beulens, Joline W. J. Freisling, Heinz Muller, David C. Ferrari, Pietro Huybrechts, Inge Fagherazzi, Guy Boutron-Ruault, Marie-Christine Affret, Aurélie Overvad, Kim Dahm, Christina C. Olsen, Anja Roswall, Nina Tsilidis, Konstantinos K. Katzke, Verena A. Kühn, Tilman Buijsse, Brian Quirós, José-Ramón Sánchez-Cantalejo, Emilio Etxezarreta, Nerea Huerta, José María Barricarte, Aurelio Bonet, Catalina Khaw, Kay-Tee Key, Timothy J. Trichopoulou, Antonia Bamia, Christina Lagiou, Pagona Palli, Domenico Agnoli, Claudia Tumino, Rosario Fasanelli, Francesca Panico, Salvatore Bueno-de-Mesquita, H. Bas Boer, Jolanda M. A. Sonestedt, Emily Nilsson, Lena Maria Renström, Frida Weiderpass, Elisabete Skeie, Guri Lund, Eiliv Moons, Karel G. M. Riboli, Elio Tzoulaki, Ioanna |
author_facet | Lassale, Camille Gunter, Marc J. Romaguera, Dora Peelen, Linda M. Van der Schouw, Yvonne T. Beulens, Joline W. J. Freisling, Heinz Muller, David C. Ferrari, Pietro Huybrechts, Inge Fagherazzi, Guy Boutron-Ruault, Marie-Christine Affret, Aurélie Overvad, Kim Dahm, Christina C. Olsen, Anja Roswall, Nina Tsilidis, Konstantinos K. Katzke, Verena A. Kühn, Tilman Buijsse, Brian Quirós, José-Ramón Sánchez-Cantalejo, Emilio Etxezarreta, Nerea Huerta, José María Barricarte, Aurelio Bonet, Catalina Khaw, Kay-Tee Key, Timothy J. Trichopoulou, Antonia Bamia, Christina Lagiou, Pagona Palli, Domenico Agnoli, Claudia Tumino, Rosario Fasanelli, Francesca Panico, Salvatore Bueno-de-Mesquita, H. Bas Boer, Jolanda M. A. Sonestedt, Emily Nilsson, Lena Maria Renström, Frida Weiderpass, Elisabete Skeie, Guri Lund, Eiliv Moons, Karel G. M. Riboli, Elio Tzoulaki, Ioanna |
author_sort | Lassale, Camille |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-4943719 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-49437192016-08-01 Diet Quality Scores and Prediction of All-Cause, Cardiovascular and Cancer Mortality in a Pan-European Cohort Study Lassale, Camille Gunter, Marc J. Romaguera, Dora Peelen, Linda M. Van der Schouw, Yvonne T. Beulens, Joline W. J. Freisling, Heinz Muller, David C. Ferrari, Pietro Huybrechts, Inge Fagherazzi, Guy Boutron-Ruault, Marie-Christine Affret, Aurélie Overvad, Kim Dahm, Christina C. Olsen, Anja Roswall, Nina Tsilidis, Konstantinos K. Katzke, Verena A. Kühn, Tilman Buijsse, Brian Quirós, José-Ramón Sánchez-Cantalejo, Emilio Etxezarreta, Nerea Huerta, José María Barricarte, Aurelio Bonet, Catalina Khaw, Kay-Tee Key, Timothy J. Trichopoulou, Antonia Bamia, Christina Lagiou, Pagona Palli, Domenico Agnoli, Claudia Tumino, Rosario Fasanelli, Francesca Panico, Salvatore Bueno-de-Mesquita, H. Bas Boer, Jolanda M. A. Sonestedt, Emily Nilsson, Lena Maria Renström, Frida Weiderpass, Elisabete Skeie, Guri Lund, Eiliv Moons, Karel G. M. Riboli, Elio Tzoulaki, Ioanna PLoS One Research Article 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. Public Library of Science 2016-07-13 /pmc/articles/PMC4943719/ /pubmed/27409582 http://dx.doi.org/10.1371/journal.pone.0159025 Text en © 2016 Lassale et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Lassale, Camille Gunter, Marc J. Romaguera, Dora Peelen, Linda M. Van der Schouw, Yvonne T. Beulens, Joline W. J. Freisling, Heinz Muller, David C. Ferrari, Pietro Huybrechts, Inge Fagherazzi, Guy Boutron-Ruault, Marie-Christine Affret, Aurélie Overvad, Kim Dahm, Christina C. Olsen, Anja Roswall, Nina Tsilidis, Konstantinos K. Katzke, Verena A. Kühn, Tilman Buijsse, Brian Quirós, José-Ramón Sánchez-Cantalejo, Emilio Etxezarreta, Nerea Huerta, José María Barricarte, Aurelio Bonet, Catalina Khaw, Kay-Tee Key, Timothy J. Trichopoulou, Antonia Bamia, Christina Lagiou, Pagona Palli, Domenico Agnoli, Claudia Tumino, Rosario Fasanelli, Francesca Panico, Salvatore Bueno-de-Mesquita, H. Bas Boer, Jolanda M. A. Sonestedt, Emily Nilsson, Lena Maria Renström, Frida Weiderpass, Elisabete Skeie, Guri Lund, Eiliv Moons, Karel G. M. Riboli, Elio Tzoulaki, Ioanna Diet Quality Scores and Prediction of All-Cause, Cardiovascular and Cancer Mortality in a Pan-European Cohort Study |
title | Diet Quality Scores and Prediction of All-Cause, Cardiovascular and Cancer Mortality in a Pan-European Cohort Study |
title_full | Diet Quality Scores and Prediction of All-Cause, Cardiovascular and Cancer Mortality in a Pan-European Cohort Study |
title_fullStr | Diet Quality Scores and Prediction of All-Cause, Cardiovascular and Cancer Mortality in a Pan-European Cohort Study |
title_full_unstemmed | Diet Quality Scores and Prediction of All-Cause, Cardiovascular and Cancer Mortality in a Pan-European Cohort Study |
title_short | Diet Quality Scores and Prediction of All-Cause, Cardiovascular and Cancer Mortality in a Pan-European Cohort Study |
title_sort | diet quality scores and prediction of all-cause, cardiovascular and cancer mortality in a pan-european cohort study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4943719/ https://www.ncbi.nlm.nih.gov/pubmed/27409582 http://dx.doi.org/10.1371/journal.pone.0159025 |
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