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Does adding information on job strain improve risk prediction for coronary heart disease beyond the standard Framingham risk score? The Whitehall II study

Background Guidelines for coronary heart disease (CHD) prevention recommend using multifactorial risk prediction algorithms, particularly the Framingham risk score. We sought to examine whether adding information on job strain to the Framingham model improves its predictive power in a low-risk worki...

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Autores principales: Kivimäki, Mika, Nyberg, Solja T, Batty, G David, Shipley, Martin J, Ferrie, Jane E, Virtanen, Marianna, Marmot, Michael G, Vahtera, Jussi, Singh-Manoux, Archana, Hamer, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3235018/
https://www.ncbi.nlm.nih.gov/pubmed/21558169
http://dx.doi.org/10.1093/ije/dyr078
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author Kivimäki, Mika
Nyberg, Solja T
Batty, G David
Shipley, Martin J
Ferrie, Jane E
Virtanen, Marianna
Marmot, Michael G
Vahtera, Jussi
Singh-Manoux, Archana
Hamer, Mark
author_facet Kivimäki, Mika
Nyberg, Solja T
Batty, G David
Shipley, Martin J
Ferrie, Jane E
Virtanen, Marianna
Marmot, Michael G
Vahtera, Jussi
Singh-Manoux, Archana
Hamer, Mark
author_sort Kivimäki, Mika
collection PubMed
description Background Guidelines for coronary heart disease (CHD) prevention recommend using multifactorial risk prediction algorithms, particularly the Framingham risk score. We sought to examine whether adding information on job strain to the Framingham model improves its predictive power in a low-risk working population. Methods Our analyses are based on data from the prospective Whitehall II cohort study, UK. Job strain among 5533 adults (mean age 48.9 years, 1666 women) was ascertained in Phases 1 (1985–88), 2 (1989–90) and 3 (1991–93). Variables comprising the Framingham score (blood lipids, blood pressure, diabetes and smoking) were measured at Phase 3. In men and women who were CHD free at baseline, CHD mortality and non-fatal myocardial infarction (MI) were ascertained from 5-yearly screenings and linkage to mortality and hospital records until Phase 7 (2002–04). Results A total of 160 coronary deaths and non-fatal MIs occurred during the mean follow-up period of 11.3 years. The addition of indicators of job strain to the Framingham score increased the C-statistics from 0.725 [95% confidence intervals (95% CIs): 0.575–0.854] to only 0.726 (0.577–0.855), corresponding to a net reclassification improvement of 0.7% (95% CIs: −4.2 to 5.6%). The findings were similar after inclusion of definite angina in the CHD outcome (352 total cases) and when using alternative operational definitions for job strain. Conclusion In this middle-aged low-risk working population, job strain was associated with an increased risk of CHD. However, when compared with the Framingham algorithm, adding job strain did not improve the model's predictive performance.
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spelling pubmed-32350182011-12-14 Does adding information on job strain improve risk prediction for coronary heart disease beyond the standard Framingham risk score? The Whitehall II study Kivimäki, Mika Nyberg, Solja T Batty, G David Shipley, Martin J Ferrie, Jane E Virtanen, Marianna Marmot, Michael G Vahtera, Jussi Singh-Manoux, Archana Hamer, Mark Int J Epidemiol Mental Health Background Guidelines for coronary heart disease (CHD) prevention recommend using multifactorial risk prediction algorithms, particularly the Framingham risk score. We sought to examine whether adding information on job strain to the Framingham model improves its predictive power in a low-risk working population. Methods Our analyses are based on data from the prospective Whitehall II cohort study, UK. Job strain among 5533 adults (mean age 48.9 years, 1666 women) was ascertained in Phases 1 (1985–88), 2 (1989–90) and 3 (1991–93). Variables comprising the Framingham score (blood lipids, blood pressure, diabetes and smoking) were measured at Phase 3. In men and women who were CHD free at baseline, CHD mortality and non-fatal myocardial infarction (MI) were ascertained from 5-yearly screenings and linkage to mortality and hospital records until Phase 7 (2002–04). Results A total of 160 coronary deaths and non-fatal MIs occurred during the mean follow-up period of 11.3 years. The addition of indicators of job strain to the Framingham score increased the C-statistics from 0.725 [95% confidence intervals (95% CIs): 0.575–0.854] to only 0.726 (0.577–0.855), corresponding to a net reclassification improvement of 0.7% (95% CIs: −4.2 to 5.6%). The findings were similar after inclusion of definite angina in the CHD outcome (352 total cases) and when using alternative operational definitions for job strain. Conclusion In this middle-aged low-risk working population, job strain was associated with an increased risk of CHD. However, when compared with the Framingham algorithm, adding job strain did not improve the model's predictive performance. Oxford University Press 2011-12 2011-05-09 /pmc/articles/PMC3235018/ /pubmed/21558169 http://dx.doi.org/10.1093/ije/dyr078 Text en Published by Oxford University Press on behalf of the International Epidemiological Association © The Author 2011; all rights reserved. This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.5), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Mental Health
Kivimäki, Mika
Nyberg, Solja T
Batty, G David
Shipley, Martin J
Ferrie, Jane E
Virtanen, Marianna
Marmot, Michael G
Vahtera, Jussi
Singh-Manoux, Archana
Hamer, Mark
Does adding information on job strain improve risk prediction for coronary heart disease beyond the standard Framingham risk score? The Whitehall II study
title Does adding information on job strain improve risk prediction for coronary heart disease beyond the standard Framingham risk score? The Whitehall II study
title_full Does adding information on job strain improve risk prediction for coronary heart disease beyond the standard Framingham risk score? The Whitehall II study
title_fullStr Does adding information on job strain improve risk prediction for coronary heart disease beyond the standard Framingham risk score? The Whitehall II study
title_full_unstemmed Does adding information on job strain improve risk prediction for coronary heart disease beyond the standard Framingham risk score? The Whitehall II study
title_short Does adding information on job strain improve risk prediction for coronary heart disease beyond the standard Framingham risk score? The Whitehall II study
title_sort does adding information on job strain improve risk prediction for coronary heart disease beyond the standard framingham risk score? the whitehall ii study
topic Mental Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3235018/
https://www.ncbi.nlm.nih.gov/pubmed/21558169
http://dx.doi.org/10.1093/ije/dyr078
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