Cargando…
The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis
BACKGROUND: Although men are more prone to developing cardiovascular disease (CVD) than women, risk factors for CVD, such as nicotine abuse and diabetes mellitus, have been shown to be more detrimental in women than in men. OBJECTIVE: We developed a method to systematically investigate population-wi...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8723790/ https://www.ncbi.nlm.nih.gov/pubmed/34605767 http://dx.doi.org/10.2196/28015 |
_version_ | 1784625795311861760 |
---|---|
author | Dervic, Elma Deischinger, Carola Haug, Nils Leutner, Michael Kautzky-Willer, Alexandra Klimek, Peter |
author_facet | Dervic, Elma Deischinger, Carola Haug, Nils Leutner, Michael Kautzky-Willer, Alexandra Klimek, Peter |
author_sort | Dervic, Elma |
collection | PubMed |
description | BACKGROUND: Although men are more prone to developing cardiovascular disease (CVD) than women, risk factors for CVD, such as nicotine abuse and diabetes mellitus, have been shown to be more detrimental in women than in men. OBJECTIVE: We developed a method to systematically investigate population-wide electronic health records for all possible associations between risk factors for CVD and other diagnoses. The developed structured approach allows an exploratory and comprehensive screening of all possible comorbidities of CVD, which are more connected to CVD in either men or women. METHODS: Based on a population-wide medical claims dataset comprising 44 million records of inpatient stays in Austria from 2003 to 2014, we determined comorbidities of acute myocardial infarction (AMI; International Classification of Diseases, Tenth Revision [ICD-10] code I21) and chronic ischemic heart disease (CHD; ICD-10 code I25) with a significantly different prevalence in men and women. We introduced a measure of sex difference as a measure of differences in logarithmic odds ratios (ORs) between male and female patients in units of pooled standard errors. RESULTS: Except for lipid metabolism disorders (OR for females [ORf]=6.68, 95% confidence interval [CI]=6.57-6.79, OR for males [ORm]=8.31, 95% CI=8.21-8.41), all identified comorbidities were more likely to be associated with AMI and CHD in females than in males: nicotine dependence (ORf=6.16, 95% CI=5.96-6.36, ORm=4.43, 95% CI=4.35-4.5), diabetes mellitus (ORf=3.52, 95% CI=3.45-3.59, ORm=3.13, 95% CI=3.07-3.19), obesity (ORf=3.64, 95% CI=3.56-3.72, ORm=3.33, 95% CI=3.27-3.39), renal disorders (ORf=4.27, 95% CI=4.11-4.44, ORm=3.74, 95% CI=3.67-3.81), asthma (ORf=2.09, 95% CI=1.96-2.23, ORm=1.59, 95% CI=1.5-1.68), and COPD (ORf=2.09, 95% CI 1.96-2.23, ORm=1.59, 95% CI 1.5-1.68). Similar results could be observed for AMI. CONCLUSIONS: Although AMI and CHD are more prevalent in men, women appear to be more affected by certain comorbidities of AMI and CHD in their risk for developing CVD. |
format | Online Article Text |
id | pubmed-8723790 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-87237902022-01-21 The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis Dervic, Elma Deischinger, Carola Haug, Nils Leutner, Michael Kautzky-Willer, Alexandra Klimek, Peter JMIR Cardio Original Paper BACKGROUND: Although men are more prone to developing cardiovascular disease (CVD) than women, risk factors for CVD, such as nicotine abuse and diabetes mellitus, have been shown to be more detrimental in women than in men. OBJECTIVE: We developed a method to systematically investigate population-wide electronic health records for all possible associations between risk factors for CVD and other diagnoses. The developed structured approach allows an exploratory and comprehensive screening of all possible comorbidities of CVD, which are more connected to CVD in either men or women. METHODS: Based on a population-wide medical claims dataset comprising 44 million records of inpatient stays in Austria from 2003 to 2014, we determined comorbidities of acute myocardial infarction (AMI; International Classification of Diseases, Tenth Revision [ICD-10] code I21) and chronic ischemic heart disease (CHD; ICD-10 code I25) with a significantly different prevalence in men and women. We introduced a measure of sex difference as a measure of differences in logarithmic odds ratios (ORs) between male and female patients in units of pooled standard errors. RESULTS: Except for lipid metabolism disorders (OR for females [ORf]=6.68, 95% confidence interval [CI]=6.57-6.79, OR for males [ORm]=8.31, 95% CI=8.21-8.41), all identified comorbidities were more likely to be associated with AMI and CHD in females than in males: nicotine dependence (ORf=6.16, 95% CI=5.96-6.36, ORm=4.43, 95% CI=4.35-4.5), diabetes mellitus (ORf=3.52, 95% CI=3.45-3.59, ORm=3.13, 95% CI=3.07-3.19), obesity (ORf=3.64, 95% CI=3.56-3.72, ORm=3.33, 95% CI=3.27-3.39), renal disorders (ORf=4.27, 95% CI=4.11-4.44, ORm=3.74, 95% CI=3.67-3.81), asthma (ORf=2.09, 95% CI=1.96-2.23, ORm=1.59, 95% CI=1.5-1.68), and COPD (ORf=2.09, 95% CI 1.96-2.23, ORm=1.59, 95% CI 1.5-1.68). Similar results could be observed for AMI. CONCLUSIONS: Although AMI and CHD are more prevalent in men, women appear to be more affected by certain comorbidities of AMI and CHD in their risk for developing CVD. JMIR Publications 2021-10-04 /pmc/articles/PMC8723790/ /pubmed/34605767 http://dx.doi.org/10.2196/28015 Text en ©Elma Dervic, Carola Deischinger, Nils Haug, Michael Leutner, Alexandra Kautzky-Willer, Peter Klimek. Originally published in JMIR Cardio (https://cardio.jmir.org), 04.10.2021. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Cardio, is properly cited. The complete bibliographic information, a link to the original publication on https://cardio.jmir.org, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Dervic, Elma Deischinger, Carola Haug, Nils Leutner, Michael Kautzky-Willer, Alexandra Klimek, Peter The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis |
title | The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis |
title_full | The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis |
title_fullStr | The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis |
title_full_unstemmed | The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis |
title_short | The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis |
title_sort | effect of cardiovascular comorbidities on women compared to men: longitudinal retrospective analysis |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8723790/ https://www.ncbi.nlm.nih.gov/pubmed/34605767 http://dx.doi.org/10.2196/28015 |
work_keys_str_mv | AT dervicelma theeffectofcardiovascularcomorbiditiesonwomencomparedtomenlongitudinalretrospectiveanalysis AT deischingercarola theeffectofcardiovascularcomorbiditiesonwomencomparedtomenlongitudinalretrospectiveanalysis AT haugnils theeffectofcardiovascularcomorbiditiesonwomencomparedtomenlongitudinalretrospectiveanalysis AT leutnermichael theeffectofcardiovascularcomorbiditiesonwomencomparedtomenlongitudinalretrospectiveanalysis AT kautzkywilleralexandra theeffectofcardiovascularcomorbiditiesonwomencomparedtomenlongitudinalretrospectiveanalysis AT klimekpeter theeffectofcardiovascularcomorbiditiesonwomencomparedtomenlongitudinalretrospectiveanalysis AT dervicelma effectofcardiovascularcomorbiditiesonwomencomparedtomenlongitudinalretrospectiveanalysis AT deischingercarola effectofcardiovascularcomorbiditiesonwomencomparedtomenlongitudinalretrospectiveanalysis AT haugnils effectofcardiovascularcomorbiditiesonwomencomparedtomenlongitudinalretrospectiveanalysis AT leutnermichael effectofcardiovascularcomorbiditiesonwomencomparedtomenlongitudinalretrospectiveanalysis AT kautzkywilleralexandra effectofcardiovascularcomorbiditiesonwomencomparedtomenlongitudinalretrospectiveanalysis AT klimekpeter effectofcardiovascularcomorbiditiesonwomencomparedtomenlongitudinalretrospectiveanalysis |