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Development of a preoperative risk score on admission in surgical intermediate care unit in gastrointestinal cancer surgery
BACKGROUND: Gastrointestinal cancer surgery continues to be a significant cause of postoperative complications and mortality in high-risk patients. It is crucial to identify these patients. Our study aimed to evaluate the accuracy of specific perioperative risk assessment tools to predict postoperat...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7409477/ https://www.ncbi.nlm.nih.gov/pubmed/32774846 http://dx.doi.org/10.1186/s13741-020-00151-7 |
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author | Fernandes, Antero Rodrigues, Jéssica Antunes, Luís Lages, Patrícia Santos, Carla Salomé Moreira-Gonçalves, Daniel Costa, Rafael S. Sousa, Joaquim Abreu Dinis-Ribeiro, Mário Santos, Lúcio Lara |
author_facet | Fernandes, Antero Rodrigues, Jéssica Antunes, Luís Lages, Patrícia Santos, Carla Salomé Moreira-Gonçalves, Daniel Costa, Rafael S. Sousa, Joaquim Abreu Dinis-Ribeiro, Mário Santos, Lúcio Lara |
author_sort | Fernandes, Antero |
collection | PubMed |
description | BACKGROUND: Gastrointestinal cancer surgery continues to be a significant cause of postoperative complications and mortality in high-risk patients. It is crucial to identify these patients. Our study aimed to evaluate the accuracy of specific perioperative risk assessment tools to predict postoperative complications, identifying the most informative variables and combining them to test their prediction ability as a new score. METHODS: A prospective cohort study of digestive cancer surgical patients admitted to the surgical intermediate care unit of the Portuguese Oncology Institute of Porto, Portugal was conducted during the period January 2016 to April 2018. Demographic and medical information including sex, age, date from hospital admission, diagnosis, emergency or elective admission, and type of surgery, were collected. We analyzed and compared a set of measurements of surgical risk using the risk assessment instruments P-POSSUM Scoring, ACS NSQIP Surgical Risk Calculator, and ARISCAT Risk Score according to the outcomes classified by the Clavien-Dindo score. According to each risk score system, we studied the expected and observed post-operative complications. We performed a multivariable regression model retaining only the significant variables of these tools (age, gender, physiological P-Possum, and ACS NSQIP serious complication rate) and created a new score (MyIPOrisk-score). The predictive ability of each continuous score and the final panel obtained was evaluated using ROC curves and estimating the area under the curve (AUC). RESULTS: We studied 341 patients. Our results showed that the predictive accuracy and agreement of P-POSSUM Scoring, ACS NSQIP Surgical Risk Calculator, and ARISCAT Risk Score were limited. The MyIPOrisk-score, shows to have greater discrimination ability than the one obtained with the other risk tools when evaluated individually (AUC = 0.808; 95% CI: 0.755–0.862). The expected and observed complication rates were similar to the new risk tool as opposed to the other risk calculators. CONCLUSIONS: The feasibility and usefulness of the MyIPOrisk-score have been demonstrated for the evaluation of patients undergoing digestive oncologic surgery. However, it requires further testing through a multicenter prospective study to validate the predictive accuracy of the proposed risk score. |
format | Online Article Text |
id | pubmed-7409477 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-74094772020-08-07 Development of a preoperative risk score on admission in surgical intermediate care unit in gastrointestinal cancer surgery Fernandes, Antero Rodrigues, Jéssica Antunes, Luís Lages, Patrícia Santos, Carla Salomé Moreira-Gonçalves, Daniel Costa, Rafael S. Sousa, Joaquim Abreu Dinis-Ribeiro, Mário Santos, Lúcio Lara Perioper Med (Lond) Research BACKGROUND: Gastrointestinal cancer surgery continues to be a significant cause of postoperative complications and mortality in high-risk patients. It is crucial to identify these patients. Our study aimed to evaluate the accuracy of specific perioperative risk assessment tools to predict postoperative complications, identifying the most informative variables and combining them to test their prediction ability as a new score. METHODS: A prospective cohort study of digestive cancer surgical patients admitted to the surgical intermediate care unit of the Portuguese Oncology Institute of Porto, Portugal was conducted during the period January 2016 to April 2018. Demographic and medical information including sex, age, date from hospital admission, diagnosis, emergency or elective admission, and type of surgery, were collected. We analyzed and compared a set of measurements of surgical risk using the risk assessment instruments P-POSSUM Scoring, ACS NSQIP Surgical Risk Calculator, and ARISCAT Risk Score according to the outcomes classified by the Clavien-Dindo score. According to each risk score system, we studied the expected and observed post-operative complications. We performed a multivariable regression model retaining only the significant variables of these tools (age, gender, physiological P-Possum, and ACS NSQIP serious complication rate) and created a new score (MyIPOrisk-score). The predictive ability of each continuous score and the final panel obtained was evaluated using ROC curves and estimating the area under the curve (AUC). RESULTS: We studied 341 patients. Our results showed that the predictive accuracy and agreement of P-POSSUM Scoring, ACS NSQIP Surgical Risk Calculator, and ARISCAT Risk Score were limited. The MyIPOrisk-score, shows to have greater discrimination ability than the one obtained with the other risk tools when evaluated individually (AUC = 0.808; 95% CI: 0.755–0.862). The expected and observed complication rates were similar to the new risk tool as opposed to the other risk calculators. CONCLUSIONS: The feasibility and usefulness of the MyIPOrisk-score have been demonstrated for the evaluation of patients undergoing digestive oncologic surgery. However, it requires further testing through a multicenter prospective study to validate the predictive accuracy of the proposed risk score. BioMed Central 2020-08-06 /pmc/articles/PMC7409477/ /pubmed/32774846 http://dx.doi.org/10.1186/s13741-020-00151-7 Text en © The Author(s) 2020 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/. The Creative Commons Public Domain Dedication waiver (http://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 Fernandes, Antero Rodrigues, Jéssica Antunes, Luís Lages, Patrícia Santos, Carla Salomé Moreira-Gonçalves, Daniel Costa, Rafael S. Sousa, Joaquim Abreu Dinis-Ribeiro, Mário Santos, Lúcio Lara Development of a preoperative risk score on admission in surgical intermediate care unit in gastrointestinal cancer surgery |
title | Development of a preoperative risk score on admission in surgical intermediate care unit in gastrointestinal cancer surgery |
title_full | Development of a preoperative risk score on admission in surgical intermediate care unit in gastrointestinal cancer surgery |
title_fullStr | Development of a preoperative risk score on admission in surgical intermediate care unit in gastrointestinal cancer surgery |
title_full_unstemmed | Development of a preoperative risk score on admission in surgical intermediate care unit in gastrointestinal cancer surgery |
title_short | Development of a preoperative risk score on admission in surgical intermediate care unit in gastrointestinal cancer surgery |
title_sort | development of a preoperative risk score on admission in surgical intermediate care unit in gastrointestinal cancer surgery |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7409477/ https://www.ncbi.nlm.nih.gov/pubmed/32774846 http://dx.doi.org/10.1186/s13741-020-00151-7 |
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