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Development of a warning score for early detection of colorectal anastomotic leakage: Hype or hope?
BACKGROUND: Colorectal anastomotic leakage (CAL), a severe postoperative complication, is associated with high morbidity, hospital readmission, and overall healthcare costs. Early detection of CAL remains a challenge in clinical practice. However, some decision models have been developed to increase...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Baishideng Publishing Group Inc
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9727571/ https://www.ncbi.nlm.nih.gov/pubmed/36504511 http://dx.doi.org/10.4240/wjgs.v14.i11.1297 |
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author | Rama, Nuno J G Lourenço, Óscar Motta Lima, Patrícia C Guarino, Maria Pedro S Parente, Diana Castro, Ricardo Bento, Ana Rocha, Anabela Castro-Poças, Fernando Pimentel, João |
author_facet | Rama, Nuno J G Lourenço, Óscar Motta Lima, Patrícia C Guarino, Maria Pedro S Parente, Diana Castro, Ricardo Bento, Ana Rocha, Anabela Castro-Poças, Fernando Pimentel, João |
author_sort | Rama, Nuno J G |
collection | PubMed |
description | BACKGROUND: Colorectal anastomotic leakage (CAL), a severe postoperative complication, is associated with high morbidity, hospital readmission, and overall healthcare costs. Early detection of CAL remains a challenge in clinical practice. However, some decision models have been developed to increase the diagnostic accuracy of this event. AIM: To develop a score based on easily accessible variables to detect CAL early. METHODS: Based on the least absolute shrinkage and selection operator method, a predictive classification system was developed [Early ColoRectAL Leakage (E-CRALL) score] from a prospective observational, single center cohort, carried out in a colorectal division from a non-academic hospital. The score performance and CAL threshold from postoperative day (POD) 3 to POD5 were estimated. Based on a precise analytical decision model, the standard clinical practice was compared with the E-CRALL adoption on POD3, POD4, or POD5. A cost-minimization analysis was conducted, on the assumption that all alternatives delivered similar health-related effects. RESULTS: In this study, 396 patients who underwent colorectal resection surgery with anastomosis, and 6.3% (n = 25) developed CAL. Most of the patients who developed CAL (n = 23; 92%) were diagnosed during the first hospital admission, with a median time of diagnosis of 9.0 ± 6.8 d. From POD3 to POD5, the area under the receiver operating characteristic curve of the E-CRALL score was 0.82, 0.84, and 0.95, respectively. On POD5, if a threshold of 8.29 was chosen, 87.4% of anastomotic failures were identified with E-CRALL adoption. Additionally, score usage could anticipate CAL diagnosis in an average of 5.2 d and 4.1 d, if used on POD3 and POD5, respectively. Regardless of score adoption, episode comprehensive costs were markedly greater (up to four times) in patients who developed CAL in comparison with patients who did not develop CAL. Nonetheless, the use of the E-CRALL warning score was associated with cost savings of €421442.20, with most (92.9%) of the savings from patients who did not develop CAL. CONCLUSION: The E-CRALL score is an accessible tool to predict CAL at an early timepoint. Additionally, E-CRALL can reduce overall healthcare costs, mainly in the reduction of hospital costs, independent of whether a patient developed CAL. |
format | Online Article Text |
id | pubmed-9727571 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Baishideng Publishing Group Inc |
record_format | MEDLINE/PubMed |
spelling | pubmed-97275712022-12-08 Development of a warning score for early detection of colorectal anastomotic leakage: Hype or hope? Rama, Nuno J G Lourenço, Óscar Motta Lima, Patrícia C Guarino, Maria Pedro S Parente, Diana Castro, Ricardo Bento, Ana Rocha, Anabela Castro-Poças, Fernando Pimentel, João World J Gastrointest Surg Observational Study BACKGROUND: Colorectal anastomotic leakage (CAL), a severe postoperative complication, is associated with high morbidity, hospital readmission, and overall healthcare costs. Early detection of CAL remains a challenge in clinical practice. However, some decision models have been developed to increase the diagnostic accuracy of this event. AIM: To develop a score based on easily accessible variables to detect CAL early. METHODS: Based on the least absolute shrinkage and selection operator method, a predictive classification system was developed [Early ColoRectAL Leakage (E-CRALL) score] from a prospective observational, single center cohort, carried out in a colorectal division from a non-academic hospital. The score performance and CAL threshold from postoperative day (POD) 3 to POD5 were estimated. Based on a precise analytical decision model, the standard clinical practice was compared with the E-CRALL adoption on POD3, POD4, or POD5. A cost-minimization analysis was conducted, on the assumption that all alternatives delivered similar health-related effects. RESULTS: In this study, 396 patients who underwent colorectal resection surgery with anastomosis, and 6.3% (n = 25) developed CAL. Most of the patients who developed CAL (n = 23; 92%) were diagnosed during the first hospital admission, with a median time of diagnosis of 9.0 ± 6.8 d. From POD3 to POD5, the area under the receiver operating characteristic curve of the E-CRALL score was 0.82, 0.84, and 0.95, respectively. On POD5, if a threshold of 8.29 was chosen, 87.4% of anastomotic failures were identified with E-CRALL adoption. Additionally, score usage could anticipate CAL diagnosis in an average of 5.2 d and 4.1 d, if used on POD3 and POD5, respectively. Regardless of score adoption, episode comprehensive costs were markedly greater (up to four times) in patients who developed CAL in comparison with patients who did not develop CAL. Nonetheless, the use of the E-CRALL warning score was associated with cost savings of €421442.20, with most (92.9%) of the savings from patients who did not develop CAL. CONCLUSION: The E-CRALL score is an accessible tool to predict CAL at an early timepoint. Additionally, E-CRALL can reduce overall healthcare costs, mainly in the reduction of hospital costs, independent of whether a patient developed CAL. Baishideng Publishing Group Inc 2022-11-27 2022-11-27 /pmc/articles/PMC9727571/ /pubmed/36504511 http://dx.doi.org/10.4240/wjgs.v14.i11.1297 Text en ©The Author(s) 2022. Published by Baishideng Publishing Group Inc. All rights reserved. https://creativecommons.org/licenses/by-nc/4.0/This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: https://creativecommons.org/Licenses/by-nc/4.0/ |
spellingShingle | Observational Study Rama, Nuno J G Lourenço, Óscar Motta Lima, Patrícia C Guarino, Maria Pedro S Parente, Diana Castro, Ricardo Bento, Ana Rocha, Anabela Castro-Poças, Fernando Pimentel, João Development of a warning score for early detection of colorectal anastomotic leakage: Hype or hope? |
title | Development of a warning score for early detection of colorectal anastomotic leakage: Hype or hope? |
title_full | Development of a warning score for early detection of colorectal anastomotic leakage: Hype or hope? |
title_fullStr | Development of a warning score for early detection of colorectal anastomotic leakage: Hype or hope? |
title_full_unstemmed | Development of a warning score for early detection of colorectal anastomotic leakage: Hype or hope? |
title_short | Development of a warning score for early detection of colorectal anastomotic leakage: Hype or hope? |
title_sort | development of a warning score for early detection of colorectal anastomotic leakage: hype or hope? |
topic | Observational Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9727571/ https://www.ncbi.nlm.nih.gov/pubmed/36504511 http://dx.doi.org/10.4240/wjgs.v14.i11.1297 |
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