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Clinical covariates that improve surgical risk prediction and guide targeted prehabilitation: an exploratory, retrospective cohort study of major colorectal cancer surgery patients evaluated with preoperative cardiopulmonary exercise testing
BACKGROUND: Preoperative risk stratification is used to derive an optimal treatment plan for patients requiring cancer surgery. Patients with reversible risk factors are candidates for prehabilitation programmes. This pilot study explores the impact of preoperative covariates of comorbid disease (Ch...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9134693/ https://www.ncbi.nlm.nih.gov/pubmed/35614461 http://dx.doi.org/10.1186/s13741-022-00246-3 |
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author | Bolshinsky, Vladimir Ismail, Hilmy Li, Michael Basto, Jarrod Schier, Robert Hagemeier, Anna Ho, Kwok-Ming Heriot, Alexander Riedel, Bernhard |
author_facet | Bolshinsky, Vladimir Ismail, Hilmy Li, Michael Basto, Jarrod Schier, Robert Hagemeier, Anna Ho, Kwok-Ming Heriot, Alexander Riedel, Bernhard |
author_sort | Bolshinsky, Vladimir |
collection | PubMed |
description | BACKGROUND: Preoperative risk stratification is used to derive an optimal treatment plan for patients requiring cancer surgery. Patients with reversible risk factors are candidates for prehabilitation programmes. This pilot study explores the impact of preoperative covariates of comorbid disease (Charlson Co-morbidity Index), preoperative serum biomarkers, and traditional cardiopulmonary exercise testing (CPET)-derived parameters of functional capacity on postoperative outcomes after major colorectal cancer surgery. METHODS: Consecutive patients who underwent CPET prior to colorectal cancer surgery over a 2-year period were identified and a minimum of 2-year postoperative follow-up was performed. Postoperative assessment included: Clavien-Dindo complication score, Comprehensive Complication Index, Days at Home within 90 days (DAH-90) after surgery, and overall survival. RESULTS: The Charlson Co-morbidity Index did not discriminate postoperative complications, or overall survival. In contrast, low preoperative haemoglobin, low albumin, or high neutrophil count were associated with postoperative complications and reduced overall survival. CPET-derived parameters predictive of postoperative complications, DAH-90, and reduced overall survival included measures of VCO(2) kinetics at anaerobic threshold (AT), peakVO(2) (corrected to body surface area), and VO(2) kinetics during the post-exercise recovery phase. Inflammatory parameters and CO(2) kinetics added significant predictive value to peakVO(2) within bi-variable models for postoperative complications and overall survival (P < 0.0001). CONCLUSION: Consideration of modifiable ‘triple low’ preoperative risk (anaemia, malnutrition, deconditioning) factors and inflammation will improve surgical risk prediction and guide prehabilitation. Gas exchange parameters that focus on VCO(2) kinetics at AT and correcting peakVO(2) to body surface area (rather than absolute weight) may improve CPET-derived preoperative risk assessment. |
format | Online Article Text |
id | pubmed-9134693 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-91346932022-05-27 Clinical covariates that improve surgical risk prediction and guide targeted prehabilitation: an exploratory, retrospective cohort study of major colorectal cancer surgery patients evaluated with preoperative cardiopulmonary exercise testing Bolshinsky, Vladimir Ismail, Hilmy Li, Michael Basto, Jarrod Schier, Robert Hagemeier, Anna Ho, Kwok-Ming Heriot, Alexander Riedel, Bernhard Perioper Med (Lond) Research BACKGROUND: Preoperative risk stratification is used to derive an optimal treatment plan for patients requiring cancer surgery. Patients with reversible risk factors are candidates for prehabilitation programmes. This pilot study explores the impact of preoperative covariates of comorbid disease (Charlson Co-morbidity Index), preoperative serum biomarkers, and traditional cardiopulmonary exercise testing (CPET)-derived parameters of functional capacity on postoperative outcomes after major colorectal cancer surgery. METHODS: Consecutive patients who underwent CPET prior to colorectal cancer surgery over a 2-year period were identified and a minimum of 2-year postoperative follow-up was performed. Postoperative assessment included: Clavien-Dindo complication score, Comprehensive Complication Index, Days at Home within 90 days (DAH-90) after surgery, and overall survival. RESULTS: The Charlson Co-morbidity Index did not discriminate postoperative complications, or overall survival. In contrast, low preoperative haemoglobin, low albumin, or high neutrophil count were associated with postoperative complications and reduced overall survival. CPET-derived parameters predictive of postoperative complications, DAH-90, and reduced overall survival included measures of VCO(2) kinetics at anaerobic threshold (AT), peakVO(2) (corrected to body surface area), and VO(2) kinetics during the post-exercise recovery phase. Inflammatory parameters and CO(2) kinetics added significant predictive value to peakVO(2) within bi-variable models for postoperative complications and overall survival (P < 0.0001). CONCLUSION: Consideration of modifiable ‘triple low’ preoperative risk (anaemia, malnutrition, deconditioning) factors and inflammation will improve surgical risk prediction and guide prehabilitation. Gas exchange parameters that focus on VCO(2) kinetics at AT and correcting peakVO(2) to body surface area (rather than absolute weight) may improve CPET-derived preoperative risk assessment. BioMed Central 2022-05-26 /pmc/articles/PMC9134693/ /pubmed/35614461 http://dx.doi.org/10.1186/s13741-022-00246-3 Text en © The Author(s) 2022 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 Bolshinsky, Vladimir Ismail, Hilmy Li, Michael Basto, Jarrod Schier, Robert Hagemeier, Anna Ho, Kwok-Ming Heriot, Alexander Riedel, Bernhard Clinical covariates that improve surgical risk prediction and guide targeted prehabilitation: an exploratory, retrospective cohort study of major colorectal cancer surgery patients evaluated with preoperative cardiopulmonary exercise testing |
title | Clinical covariates that improve surgical risk prediction and guide targeted prehabilitation: an exploratory, retrospective cohort study of major colorectal cancer surgery patients evaluated with preoperative cardiopulmonary exercise testing |
title_full | Clinical covariates that improve surgical risk prediction and guide targeted prehabilitation: an exploratory, retrospective cohort study of major colorectal cancer surgery patients evaluated with preoperative cardiopulmonary exercise testing |
title_fullStr | Clinical covariates that improve surgical risk prediction and guide targeted prehabilitation: an exploratory, retrospective cohort study of major colorectal cancer surgery patients evaluated with preoperative cardiopulmonary exercise testing |
title_full_unstemmed | Clinical covariates that improve surgical risk prediction and guide targeted prehabilitation: an exploratory, retrospective cohort study of major colorectal cancer surgery patients evaluated with preoperative cardiopulmonary exercise testing |
title_short | Clinical covariates that improve surgical risk prediction and guide targeted prehabilitation: an exploratory, retrospective cohort study of major colorectal cancer surgery patients evaluated with preoperative cardiopulmonary exercise testing |
title_sort | clinical covariates that improve surgical risk prediction and guide targeted prehabilitation: an exploratory, retrospective cohort study of major colorectal cancer surgery patients evaluated with preoperative cardiopulmonary exercise testing |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9134693/ https://www.ncbi.nlm.nih.gov/pubmed/35614461 http://dx.doi.org/10.1186/s13741-022-00246-3 |
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