Cargando…
Sex-related differences in functional capacity and its implications in risk stratification before major non-cardiac surgery: a post hoc analysis of the international METS study
BACKGROUND: Poor functional capacity has been identified as an important modifiable risk factor for postoperative complications. Cardiopulmonary exercise testing (CPET) provides objective parameters of functional capacity (e.g., oxygen consumption at peak exercise, peak VO(2)), with significant prog...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10556582/ https://www.ncbi.nlm.nih.gov/pubmed/37811489 http://dx.doi.org/10.1016/j.eclinm.2023.102223 |
_version_ | 1785116901422137344 |
---|---|
author | Alfitian, Jonas Riedel, Bernhard Ismail, Hilmy Ho, Kwok M. Xie, Sophia Zimmer, Philipp Kammerer, Tobias Wijeysundera, Duminda N. Cuthbertson, Brian H. Schier, Robert |
author_facet | Alfitian, Jonas Riedel, Bernhard Ismail, Hilmy Ho, Kwok M. Xie, Sophia Zimmer, Philipp Kammerer, Tobias Wijeysundera, Duminda N. Cuthbertson, Brian H. Schier, Robert |
author_sort | Alfitian, Jonas |
collection | PubMed |
description | BACKGROUND: Poor functional capacity has been identified as an important modifiable risk factor for postoperative complications. Cardiopulmonary exercise testing (CPET) provides objective parameters of functional capacity (e.g., oxygen consumption at peak exercise, peak VO(2)), with significant prognostication for postoperative complications. However, sex-specific thresholds for functional capacity to predict surgical risk are yet to be established. Therefore, we performed a post hoc analysis of the international, multicentre, prospective observational METS (Measurement of Exercise Tolerance before Surgery) study to evaluate if sex-specific thresholds of peak VO(2) improve risk prediction of postoperative complications. METHODS: We undertook a post hoc analysis (HREC/71824/PMCC) of the METS study, which was performed between March 2013 and March 2016. We investigated whether sex-specific differences exist for CPET-derived parameters and associated thresholds for predicting postoperative complications in this large cohort of patients that had major non-cardiac surgery (n = 1266). Logistic regression models were analyzed for the association of low peak VO(2) with moderate-to-severe in-hospital postoperative complications. Optimal sex-specific peak VO(2) thresholds were obtained by maximizing the Youden index of receiver operating characteristic (ROC) curves. Finally, multivariable logistic regression models tested the resulting sex-specific thresholds against the established non-sex-specific peak VO(2) threshold (14 mL kg(−1) min(−1)) adjusted for clinically relevant features such as comorbidities and surgical complexity. Models were evaluated by bootstrapping optimism-corrected area under the ROC curve and the net reclassification improvement index (NRI). FINDINGS: Female patients (n = 480) had a lower mean (SD) peak VO(2) than males (16.7 (4.9) mL kg(−1) min(−1) versus 21.2 (6.5) mL kg(−1) min(−1), p < 0.001) and a lower postoperative complication rate (10.4% versus 15.3%; p = 0.018) than males (n = 786). The optimal peak VO(2) threshold for predicting postoperative complications was 12.4 mL kg(−1) min(−1) for females and 22.3 mL kg(−1) min(−1) for males, respectively. In the multivariable regression model, low non-sex-specific peak VO(2) did not independently predict postoperative complications. In contrast, low sex-specific peak VO(2) was an independent predictor of postoperative complications (OR 2.29; 95% CI: 1.60, 3.30; p < 0.001). The optimism-corrected AUC-ROC of the sex-specific model was higher compared with the non-sex-specific model (0.73 versus 0.7; DeLong’s test: p = 0.021). The sex-specific model classified 39% of the patients more correctly than the baseline model (NRI = 0.39; 95% CI: 0.24, 0.55). In contrast, the non-sex-specific model only classified 9% of the patients more correctly when compared against the baseline model (NRI = 0.09; 95% CI: −0.04, 0.22). INTERPRETATION: Our data report sex-specific differences in preoperative CPET-derived functional capacity parameters. Sex-specific peak VO(2) thresholds identify patients at increased risk for postoperative complications with a higher discriminatory ability than a sex-unspecific threshold. As such, sex-specific threshold values should be considered in preoperative CPET to potentially improve risk stratification and to guide surgical decision-making, including eligibility for surgery, preoperative optimization strategies (prehabilitation) or seeking non-surgical options. FUNDING: There was no funding for the present study. The original METS study was funded by 10.13039/501100000024Canadian Institutes of Health Research, Heart and Stroke Foundation of Canada, 10.13039/501100000226Ontario Ministry of Health and Long-Term Care, 10.13039/501100003400Ontario Ministry of Research, Innovation and Science, UK National Institute of Academic Anaesthesia, 10.13039/100011417UK Clinical Research Collaboration, 10.13039/501100001136Australian and New Zealand College of Anaesthetists, and 10.13039/501100001779Monash University. |
format | Online Article Text |
id | pubmed-10556582 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-105565822023-10-07 Sex-related differences in functional capacity and its implications in risk stratification before major non-cardiac surgery: a post hoc analysis of the international METS study Alfitian, Jonas Riedel, Bernhard Ismail, Hilmy Ho, Kwok M. Xie, Sophia Zimmer, Philipp Kammerer, Tobias Wijeysundera, Duminda N. Cuthbertson, Brian H. Schier, Robert eClinicalMedicine Articles BACKGROUND: Poor functional capacity has been identified as an important modifiable risk factor for postoperative complications. Cardiopulmonary exercise testing (CPET) provides objective parameters of functional capacity (e.g., oxygen consumption at peak exercise, peak VO(2)), with significant prognostication for postoperative complications. However, sex-specific thresholds for functional capacity to predict surgical risk are yet to be established. Therefore, we performed a post hoc analysis of the international, multicentre, prospective observational METS (Measurement of Exercise Tolerance before Surgery) study to evaluate if sex-specific thresholds of peak VO(2) improve risk prediction of postoperative complications. METHODS: We undertook a post hoc analysis (HREC/71824/PMCC) of the METS study, which was performed between March 2013 and March 2016. We investigated whether sex-specific differences exist for CPET-derived parameters and associated thresholds for predicting postoperative complications in this large cohort of patients that had major non-cardiac surgery (n = 1266). Logistic regression models were analyzed for the association of low peak VO(2) with moderate-to-severe in-hospital postoperative complications. Optimal sex-specific peak VO(2) thresholds were obtained by maximizing the Youden index of receiver operating characteristic (ROC) curves. Finally, multivariable logistic regression models tested the resulting sex-specific thresholds against the established non-sex-specific peak VO(2) threshold (14 mL kg(−1) min(−1)) adjusted for clinically relevant features such as comorbidities and surgical complexity. Models were evaluated by bootstrapping optimism-corrected area under the ROC curve and the net reclassification improvement index (NRI). FINDINGS: Female patients (n = 480) had a lower mean (SD) peak VO(2) than males (16.7 (4.9) mL kg(−1) min(−1) versus 21.2 (6.5) mL kg(−1) min(−1), p < 0.001) and a lower postoperative complication rate (10.4% versus 15.3%; p = 0.018) than males (n = 786). The optimal peak VO(2) threshold for predicting postoperative complications was 12.4 mL kg(−1) min(−1) for females and 22.3 mL kg(−1) min(−1) for males, respectively. In the multivariable regression model, low non-sex-specific peak VO(2) did not independently predict postoperative complications. In contrast, low sex-specific peak VO(2) was an independent predictor of postoperative complications (OR 2.29; 95% CI: 1.60, 3.30; p < 0.001). The optimism-corrected AUC-ROC of the sex-specific model was higher compared with the non-sex-specific model (0.73 versus 0.7; DeLong’s test: p = 0.021). The sex-specific model classified 39% of the patients more correctly than the baseline model (NRI = 0.39; 95% CI: 0.24, 0.55). In contrast, the non-sex-specific model only classified 9% of the patients more correctly when compared against the baseline model (NRI = 0.09; 95% CI: −0.04, 0.22). INTERPRETATION: Our data report sex-specific differences in preoperative CPET-derived functional capacity parameters. Sex-specific peak VO(2) thresholds identify patients at increased risk for postoperative complications with a higher discriminatory ability than a sex-unspecific threshold. As such, sex-specific threshold values should be considered in preoperative CPET to potentially improve risk stratification and to guide surgical decision-making, including eligibility for surgery, preoperative optimization strategies (prehabilitation) or seeking non-surgical options. FUNDING: There was no funding for the present study. The original METS study was funded by 10.13039/501100000024Canadian Institutes of Health Research, Heart and Stroke Foundation of Canada, 10.13039/501100000226Ontario Ministry of Health and Long-Term Care, 10.13039/501100003400Ontario Ministry of Research, Innovation and Science, UK National Institute of Academic Anaesthesia, 10.13039/100011417UK Clinical Research Collaboration, 10.13039/501100001136Australian and New Zealand College of Anaesthetists, and 10.13039/501100001779Monash University. Elsevier 2023-09-28 /pmc/articles/PMC10556582/ /pubmed/37811489 http://dx.doi.org/10.1016/j.eclinm.2023.102223 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Articles Alfitian, Jonas Riedel, Bernhard Ismail, Hilmy Ho, Kwok M. Xie, Sophia Zimmer, Philipp Kammerer, Tobias Wijeysundera, Duminda N. Cuthbertson, Brian H. Schier, Robert Sex-related differences in functional capacity and its implications in risk stratification before major non-cardiac surgery: a post hoc analysis of the international METS study |
title | Sex-related differences in functional capacity and its implications in risk stratification before major non-cardiac surgery: a post hoc analysis of the international METS study |
title_full | Sex-related differences in functional capacity and its implications in risk stratification before major non-cardiac surgery: a post hoc analysis of the international METS study |
title_fullStr | Sex-related differences in functional capacity and its implications in risk stratification before major non-cardiac surgery: a post hoc analysis of the international METS study |
title_full_unstemmed | Sex-related differences in functional capacity and its implications in risk stratification before major non-cardiac surgery: a post hoc analysis of the international METS study |
title_short | Sex-related differences in functional capacity and its implications in risk stratification before major non-cardiac surgery: a post hoc analysis of the international METS study |
title_sort | sex-related differences in functional capacity and its implications in risk stratification before major non-cardiac surgery: a post hoc analysis of the international mets study |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10556582/ https://www.ncbi.nlm.nih.gov/pubmed/37811489 http://dx.doi.org/10.1016/j.eclinm.2023.102223 |
work_keys_str_mv | AT alfitianjonas sexrelateddifferencesinfunctionalcapacityanditsimplicationsinriskstratificationbeforemajornoncardiacsurgeryaposthocanalysisoftheinternationalmetsstudy AT riedelbernhard sexrelateddifferencesinfunctionalcapacityanditsimplicationsinriskstratificationbeforemajornoncardiacsurgeryaposthocanalysisoftheinternationalmetsstudy AT ismailhilmy sexrelateddifferencesinfunctionalcapacityanditsimplicationsinriskstratificationbeforemajornoncardiacsurgeryaposthocanalysisoftheinternationalmetsstudy AT hokwokm sexrelateddifferencesinfunctionalcapacityanditsimplicationsinriskstratificationbeforemajornoncardiacsurgeryaposthocanalysisoftheinternationalmetsstudy AT xiesophia sexrelateddifferencesinfunctionalcapacityanditsimplicationsinriskstratificationbeforemajornoncardiacsurgeryaposthocanalysisoftheinternationalmetsstudy AT zimmerphilipp sexrelateddifferencesinfunctionalcapacityanditsimplicationsinriskstratificationbeforemajornoncardiacsurgeryaposthocanalysisoftheinternationalmetsstudy AT kammerertobias sexrelateddifferencesinfunctionalcapacityanditsimplicationsinriskstratificationbeforemajornoncardiacsurgeryaposthocanalysisoftheinternationalmetsstudy AT wijeysunderadumindan sexrelateddifferencesinfunctionalcapacityanditsimplicationsinriskstratificationbeforemajornoncardiacsurgeryaposthocanalysisoftheinternationalmetsstudy AT cuthbertsonbrianh sexrelateddifferencesinfunctionalcapacityanditsimplicationsinriskstratificationbeforemajornoncardiacsurgeryaposthocanalysisoftheinternationalmetsstudy AT schierrobert sexrelateddifferencesinfunctionalcapacityanditsimplicationsinriskstratificationbeforemajornoncardiacsurgeryaposthocanalysisoftheinternationalmetsstudy AT sexrelateddifferencesinfunctionalcapacityanditsimplicationsinriskstratificationbeforemajornoncardiacsurgeryaposthocanalysisoftheinternationalmetsstudy |