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Proposal of Two Prognostic Models for the Prediction of 10-Year Survival after Liver Resection for Colorectal Metastases
BACKGROUND: One-third of 5-year survivors after liver resection for colorectal liver metastases (CLM) develop recurrence or tumor-related death. Therefore 10-year survival appears more adequate in defining permanent cure. The aim of this study was to develop prognostic models for the prediction of 1...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6215566/ https://www.ncbi.nlm.nih.gov/pubmed/30420795 http://dx.doi.org/10.1155/2018/5618581 |
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author | Kulik, Ulf Plohmann-Meyer, Mareike Gwiasda, Jill Kolb, Joline Meyer, Daniel Kaltenborn, Alexander Lehner, Frank Klempnauer, Jürgen Schrem, Harald |
author_facet | Kulik, Ulf Plohmann-Meyer, Mareike Gwiasda, Jill Kolb, Joline Meyer, Daniel Kaltenborn, Alexander Lehner, Frank Klempnauer, Jürgen Schrem, Harald |
author_sort | Kulik, Ulf |
collection | PubMed |
description | BACKGROUND: One-third of 5-year survivors after liver resection for colorectal liver metastases (CLM) develop recurrence or tumor-related death. Therefore 10-year survival appears more adequate in defining permanent cure. The aim of this study was to develop prognostic models for the prediction of 10-year survival after liver resection for colorectal liver metastases. METHODS: N=965 cases of liver resection for CLM were retrospectively analyzed using univariable and multivariable regression analyses. Receiver operating curve analyses were used to assess the sensitivity and specificity of developed prognostic models and their potential clinical usefulness. RESULTS: The 10-year survival rate was 15.2%. Age at liver resection, application of chemotherapies of the primary tumor, preoperative Quick's value, hemoglobin level, and grading of the primary colorectal tumor were independent significant predictors for 10-year patient survival. The generated formula to predict 10-year survival based on these preoperative factors displayed an area under the receiver operating curve (AUROC) of 0.716. In regard to perioperative variables, the distance of resection margins and performance of right segmental liver resection were additional independent predictors for 10-year survival. The logit link formula generated with pre- and perioperative variables showed an AUROC of 0.761. CONCLUSION: Both prognostic models are potentially clinically useful (AUROCs >0.700) for the prediction of 10-year survival. External validation is required prior to the introduction of these models in clinical patient counselling. |
format | Online Article Text |
id | pubmed-6215566 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-62155662018-11-12 Proposal of Two Prognostic Models for the Prediction of 10-Year Survival after Liver Resection for Colorectal Metastases Kulik, Ulf Plohmann-Meyer, Mareike Gwiasda, Jill Kolb, Joline Meyer, Daniel Kaltenborn, Alexander Lehner, Frank Klempnauer, Jürgen Schrem, Harald HPB Surg Research Article BACKGROUND: One-third of 5-year survivors after liver resection for colorectal liver metastases (CLM) develop recurrence or tumor-related death. Therefore 10-year survival appears more adequate in defining permanent cure. The aim of this study was to develop prognostic models for the prediction of 10-year survival after liver resection for colorectal liver metastases. METHODS: N=965 cases of liver resection for CLM were retrospectively analyzed using univariable and multivariable regression analyses. Receiver operating curve analyses were used to assess the sensitivity and specificity of developed prognostic models and their potential clinical usefulness. RESULTS: The 10-year survival rate was 15.2%. Age at liver resection, application of chemotherapies of the primary tumor, preoperative Quick's value, hemoglobin level, and grading of the primary colorectal tumor were independent significant predictors for 10-year patient survival. The generated formula to predict 10-year survival based on these preoperative factors displayed an area under the receiver operating curve (AUROC) of 0.716. In regard to perioperative variables, the distance of resection margins and performance of right segmental liver resection were additional independent predictors for 10-year survival. The logit link formula generated with pre- and perioperative variables showed an AUROC of 0.761. CONCLUSION: Both prognostic models are potentially clinically useful (AUROCs >0.700) for the prediction of 10-year survival. External validation is required prior to the introduction of these models in clinical patient counselling. Hindawi 2018-10-21 /pmc/articles/PMC6215566/ /pubmed/30420795 http://dx.doi.org/10.1155/2018/5618581 Text en Copyright © 2018 Ulf Kulik et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Kulik, Ulf Plohmann-Meyer, Mareike Gwiasda, Jill Kolb, Joline Meyer, Daniel Kaltenborn, Alexander Lehner, Frank Klempnauer, Jürgen Schrem, Harald Proposal of Two Prognostic Models for the Prediction of 10-Year Survival after Liver Resection for Colorectal Metastases |
title | Proposal of Two Prognostic Models for the Prediction of 10-Year Survival after Liver Resection for Colorectal Metastases |
title_full | Proposal of Two Prognostic Models for the Prediction of 10-Year Survival after Liver Resection for Colorectal Metastases |
title_fullStr | Proposal of Two Prognostic Models for the Prediction of 10-Year Survival after Liver Resection for Colorectal Metastases |
title_full_unstemmed | Proposal of Two Prognostic Models for the Prediction of 10-Year Survival after Liver Resection for Colorectal Metastases |
title_short | Proposal of Two Prognostic Models for the Prediction of 10-Year Survival after Liver Resection for Colorectal Metastases |
title_sort | proposal of two prognostic models for the prediction of 10-year survival after liver resection for colorectal metastases |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6215566/ https://www.ncbi.nlm.nih.gov/pubmed/30420795 http://dx.doi.org/10.1155/2018/5618581 |
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