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Validation of a risk prediction tool for coronary heart disease in middle-aged women
BACKGROUND: Health risk appraisal tools may be useful for identifying individuals who would benefit from lifestyle changes and increased surveillance. We evaluated the validity of the Your Disease Risk tool (YDR) for estimating relative risk of coronary heart disease (CHD) among middle-aged women. M...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4640388/ https://www.ncbi.nlm.nih.gov/pubmed/26552598 http://dx.doi.org/10.1186/s12905-015-0250-x |
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author | De Vito, Katerina M. Baer, Heather J. Dart, Hank Chiuve, Stephanie E. Rimm, Eric B. Colditz, Graham A. |
author_facet | De Vito, Katerina M. Baer, Heather J. Dart, Hank Chiuve, Stephanie E. Rimm, Eric B. Colditz, Graham A. |
author_sort | De Vito, Katerina M. |
collection | PubMed |
description | BACKGROUND: Health risk appraisal tools may be useful for identifying individuals who would benefit from lifestyle changes and increased surveillance. We evaluated the validity of the Your Disease Risk tool (YDR) for estimating relative risk of coronary heart disease (CHD) among middle-aged women. METHODS: We included 55,802 women in the Nurses’ Health Study who completed a mailed questionnaire about risk factors in 1994 and had no history of heart disease at that time. Participants were followed through 2004 for the occurrence of CHD. We estimated each woman’s 10-year relative risk of CHD using YDR, and we compared the estimated YDR relative risk category (ranging from “very much below average” to “very much above average”) to the observed relative risk for each category using logistic regression. We also examined the discriminatory accuracy of YDR using concordance statistics (c-statistics). RESULTS: There were 1165 CHD events during the 10-year follow-up period. Compared to the “about average” category, the observed age-adjusted relative risk was 0.43 (95 % confidence interval: 0.33, 0.56) for the “very much below average” category and 2.48 (95 % confidence interval: 1.68, 3.67) for the “very much above average” category. The age-adjusted c-statistic for the model including the YDR relative risk category was 0.71 (95 % confidence interval: 0.69, 0.72). The model performed better in younger than older women. CONCLUSION: The YDR tool appears to have moderate validity for estimating 10-year relative risk of CHD in this population of middle-aged women. Further research should aim to improve the tool’s performance and to examine its validity in other populations. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12905-015-0250-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4640388 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-46403882015-11-11 Validation of a risk prediction tool for coronary heart disease in middle-aged women De Vito, Katerina M. Baer, Heather J. Dart, Hank Chiuve, Stephanie E. Rimm, Eric B. Colditz, Graham A. BMC Womens Health Research Article BACKGROUND: Health risk appraisal tools may be useful for identifying individuals who would benefit from lifestyle changes and increased surveillance. We evaluated the validity of the Your Disease Risk tool (YDR) for estimating relative risk of coronary heart disease (CHD) among middle-aged women. METHODS: We included 55,802 women in the Nurses’ Health Study who completed a mailed questionnaire about risk factors in 1994 and had no history of heart disease at that time. Participants were followed through 2004 for the occurrence of CHD. We estimated each woman’s 10-year relative risk of CHD using YDR, and we compared the estimated YDR relative risk category (ranging from “very much below average” to “very much above average”) to the observed relative risk for each category using logistic regression. We also examined the discriminatory accuracy of YDR using concordance statistics (c-statistics). RESULTS: There were 1165 CHD events during the 10-year follow-up period. Compared to the “about average” category, the observed age-adjusted relative risk was 0.43 (95 % confidence interval: 0.33, 0.56) for the “very much below average” category and 2.48 (95 % confidence interval: 1.68, 3.67) for the “very much above average” category. The age-adjusted c-statistic for the model including the YDR relative risk category was 0.71 (95 % confidence interval: 0.69, 0.72). The model performed better in younger than older women. CONCLUSION: The YDR tool appears to have moderate validity for estimating 10-year relative risk of CHD in this population of middle-aged women. Further research should aim to improve the tool’s performance and to examine its validity in other populations. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12905-015-0250-x) contains supplementary material, which is available to authorized users. BioMed Central 2015-11-10 /pmc/articles/PMC4640388/ /pubmed/26552598 http://dx.doi.org/10.1186/s12905-015-0250-x Text en © De Vito et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article De Vito, Katerina M. Baer, Heather J. Dart, Hank Chiuve, Stephanie E. Rimm, Eric B. Colditz, Graham A. Validation of a risk prediction tool for coronary heart disease in middle-aged women |
title | Validation of a risk prediction tool for coronary heart disease in middle-aged women |
title_full | Validation of a risk prediction tool for coronary heart disease in middle-aged women |
title_fullStr | Validation of a risk prediction tool for coronary heart disease in middle-aged women |
title_full_unstemmed | Validation of a risk prediction tool for coronary heart disease in middle-aged women |
title_short | Validation of a risk prediction tool for coronary heart disease in middle-aged women |
title_sort | validation of a risk prediction tool for coronary heart disease in middle-aged women |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4640388/ https://www.ncbi.nlm.nih.gov/pubmed/26552598 http://dx.doi.org/10.1186/s12905-015-0250-x |
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