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Psychosocial determinants of cardiovascular events among black Americans with chronic kidney disease or associated risk factors in the Jackson heart study
BACKGROUND: Individuals with chronic kidney disease (CKD), hypertension (HTN), or diabetes mellitus (DM) are at increased risk for cardiovascular disease (CVD). The extent to which psychosocial factors are associated with increased CVD risk within these individuals is unclear. Black individuals expe...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8582093/ https://www.ncbi.nlm.nih.gov/pubmed/34763649 http://dx.doi.org/10.1186/s12882-021-02594-6 |
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author | Bhavsar, Nrupen A. Davenport, Clemontina A. Yang, Lexie Zidanyue Peskoe, Sarah Scialla, Julia J. Hall, Rasheeda K. Tyson, Crystal C. Strigo, Tara Sims, Mario Pendergast, Jane Curtis, Lesley H. Boulware, L. Ebony Diamantidis, Clarissa J. |
author_facet | Bhavsar, Nrupen A. Davenport, Clemontina A. Yang, Lexie Zidanyue Peskoe, Sarah Scialla, Julia J. Hall, Rasheeda K. Tyson, Crystal C. Strigo, Tara Sims, Mario Pendergast, Jane Curtis, Lesley H. Boulware, L. Ebony Diamantidis, Clarissa J. |
author_sort | Bhavsar, Nrupen A. |
collection | PubMed |
description | BACKGROUND: Individuals with chronic kidney disease (CKD), hypertension (HTN), or diabetes mellitus (DM) are at increased risk for cardiovascular disease (CVD). The extent to which psychosocial factors are associated with increased CVD risk within these individuals is unclear. Black individuals experience a high degree of psychosocial stressors due to socioeconomic factors, environment, racism, and discrimination. We examined the association between psychosocial factors and risk of CVD events among Black men and women with CKD and CKD risk factors in the Jackson Heart Study. METHODS AND RESULTS: We identified 1919 participants with prevalent CKD or CKD risk factors at baseline. We used rotated principal component analysis - a form of unsupervised machine learning that may identify constructs not intuitively identified by a person - to describe five groups of psychosocial components (including negative moods, religiosity, discrimination, negative outlooks, and negative coping resources) based on a battery of questionnaires. Multiple imputation by chained equation (MICE) was used to impute missing covariate data. Cox models were used to quantify the association between psychosocial components and incident CVD, defined as a fatal coronary heart disease event, myocardial infarction, cardiac procedure (angiography or revascularization procedure), or stroke. Of the 929 participants in the analysis, 67% were female, 28% were current/former smokers with mean age of 56 years and mean BMI of 33 kg/m(2). Over a median follow-up of 8 years, 6% had an incident CVD event. In multivariable models, each standard deviation (SD) increase in the religiosity component was associated with an increased hazard for CVD event (hazard ratio [HR] = 1.52, 95% CI: 1.09–2.13). CONCLUSIONS: Religiosity was associated with CVD among participants with prevalent CKD or CKD risk factors. Studies to better understand the mechanisms of this relationship are needed. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12882-021-02594-6. |
format | Online Article Text |
id | pubmed-8582093 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85820932021-11-15 Psychosocial determinants of cardiovascular events among black Americans with chronic kidney disease or associated risk factors in the Jackson heart study Bhavsar, Nrupen A. Davenport, Clemontina A. Yang, Lexie Zidanyue Peskoe, Sarah Scialla, Julia J. Hall, Rasheeda K. Tyson, Crystal C. Strigo, Tara Sims, Mario Pendergast, Jane Curtis, Lesley H. Boulware, L. Ebony Diamantidis, Clarissa J. BMC Nephrol Research BACKGROUND: Individuals with chronic kidney disease (CKD), hypertension (HTN), or diabetes mellitus (DM) are at increased risk for cardiovascular disease (CVD). The extent to which psychosocial factors are associated with increased CVD risk within these individuals is unclear. Black individuals experience a high degree of psychosocial stressors due to socioeconomic factors, environment, racism, and discrimination. We examined the association between psychosocial factors and risk of CVD events among Black men and women with CKD and CKD risk factors in the Jackson Heart Study. METHODS AND RESULTS: We identified 1919 participants with prevalent CKD or CKD risk factors at baseline. We used rotated principal component analysis - a form of unsupervised machine learning that may identify constructs not intuitively identified by a person - to describe five groups of psychosocial components (including negative moods, religiosity, discrimination, negative outlooks, and negative coping resources) based on a battery of questionnaires. Multiple imputation by chained equation (MICE) was used to impute missing covariate data. Cox models were used to quantify the association between psychosocial components and incident CVD, defined as a fatal coronary heart disease event, myocardial infarction, cardiac procedure (angiography or revascularization procedure), or stroke. Of the 929 participants in the analysis, 67% were female, 28% were current/former smokers with mean age of 56 years and mean BMI of 33 kg/m(2). Over a median follow-up of 8 years, 6% had an incident CVD event. In multivariable models, each standard deviation (SD) increase in the religiosity component was associated with an increased hazard for CVD event (hazard ratio [HR] = 1.52, 95% CI: 1.09–2.13). CONCLUSIONS: Religiosity was associated with CVD among participants with prevalent CKD or CKD risk factors. Studies to better understand the mechanisms of this relationship are needed. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12882-021-02594-6. BioMed Central 2021-11-11 /pmc/articles/PMC8582093/ /pubmed/34763649 http://dx.doi.org/10.1186/s12882-021-02594-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Bhavsar, Nrupen A. Davenport, Clemontina A. Yang, Lexie Zidanyue Peskoe, Sarah Scialla, Julia J. Hall, Rasheeda K. Tyson, Crystal C. Strigo, Tara Sims, Mario Pendergast, Jane Curtis, Lesley H. Boulware, L. Ebony Diamantidis, Clarissa J. Psychosocial determinants of cardiovascular events among black Americans with chronic kidney disease or associated risk factors in the Jackson heart study |
title | Psychosocial determinants of cardiovascular events among black Americans with chronic kidney disease or associated risk factors in the Jackson heart study |
title_full | Psychosocial determinants of cardiovascular events among black Americans with chronic kidney disease or associated risk factors in the Jackson heart study |
title_fullStr | Psychosocial determinants of cardiovascular events among black Americans with chronic kidney disease or associated risk factors in the Jackson heart study |
title_full_unstemmed | Psychosocial determinants of cardiovascular events among black Americans with chronic kidney disease or associated risk factors in the Jackson heart study |
title_short | Psychosocial determinants of cardiovascular events among black Americans with chronic kidney disease or associated risk factors in the Jackson heart study |
title_sort | psychosocial determinants of cardiovascular events among black americans with chronic kidney disease or associated risk factors in the jackson heart study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8582093/ https://www.ncbi.nlm.nih.gov/pubmed/34763649 http://dx.doi.org/10.1186/s12882-021-02594-6 |
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