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The Singapore Liver Cancer Recurrence (SLICER) Score for Relapse Prediction in Patients with Surgically Resected Hepatocellular Carcinoma

BACKGROUND AND AIMS: Surgery is the primary curative option in patients with hepatocellular carcinoma (HCC). Current prognostic models for HCC are developed on datasets of primarily patients with advanced cancer, and may be less relevant to resectable HCC. We developed a postoperative nomogram, the...

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Autores principales: Ang, Soo Fan, Ng, Elizabeth Shu-Hui, Li, Huihua, Ong, Yu-Han, Choo, Su Pin, Ngeow, Joanne, Toh, Han Chong, Lim, Kiat Hon, Yap, Hao Yun, Tan, Chee Kiat, Ooi, London Lucien Peng Jin, Chung, Alexander Yaw Fui, Chow, Pierce Kah Hoe, Foo, Kian Fong, Tan, Min-Han, Cheow, Peng Chung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4382157/
https://www.ncbi.nlm.nih.gov/pubmed/25830231
http://dx.doi.org/10.1371/journal.pone.0118658
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author Ang, Soo Fan
Ng, Elizabeth Shu-Hui
Li, Huihua
Ong, Yu-Han
Choo, Su Pin
Ngeow, Joanne
Toh, Han Chong
Lim, Kiat Hon
Yap, Hao Yun
Tan, Chee Kiat
Ooi, London Lucien Peng Jin
Chung, Alexander Yaw Fui
Chow, Pierce Kah Hoe
Foo, Kian Fong
Tan, Min-Han
Cheow, Peng Chung
author_facet Ang, Soo Fan
Ng, Elizabeth Shu-Hui
Li, Huihua
Ong, Yu-Han
Choo, Su Pin
Ngeow, Joanne
Toh, Han Chong
Lim, Kiat Hon
Yap, Hao Yun
Tan, Chee Kiat
Ooi, London Lucien Peng Jin
Chung, Alexander Yaw Fui
Chow, Pierce Kah Hoe
Foo, Kian Fong
Tan, Min-Han
Cheow, Peng Chung
author_sort Ang, Soo Fan
collection PubMed
description BACKGROUND AND AIMS: Surgery is the primary curative option in patients with hepatocellular carcinoma (HCC). Current prognostic models for HCC are developed on datasets of primarily patients with advanced cancer, and may be less relevant to resectable HCC. We developed a postoperative nomogram, the Singapore Liver Cancer Recurrence (SLICER) Score, to predict outcomes of HCC patients who have undergone surgical resection. METHODS: Records for 544 consecutive patients undergoing first-line curative surgery for HCC in one institution from 1992–2007 were reviewed, with 405 local patients selected for analysis. Freedom from relapse (FFR) was the primary outcome measure. An outcome-blinded modeling strategy including clustering, data reduction and transformation was used. We compared the performance of SLICER in estimating FFR with other HCC prognostic models using concordance-indices and likelihood analysis. RESULTS: A nomogram predicting FFR was developed, incorporating non-neoplastic liver cirrhosis, multifocality, preoperative alpha-fetoprotein level, Child-Pugh score, vascular invasion, tumor size, surgical margin and symptoms at presentation. Our nomogram outperformed other HCC prognostic models in predicting FFR by means of log-likelihood ratio statistics with good calibration demonstrated at 3 and 5 years post-resection and a concordance index of 0.69. Using decision curve analysis, SLICER also demonstrated superior net benefit at higher threshold probabilities. CONCLUSION: The SLICER score enables well-calibrated individualized predictions of relapse following curative HCC resection, and may represent a novel tool for biomarker research and individual counseling.
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spelling pubmed-43821572015-04-09 The Singapore Liver Cancer Recurrence (SLICER) Score for Relapse Prediction in Patients with Surgically Resected Hepatocellular Carcinoma Ang, Soo Fan Ng, Elizabeth Shu-Hui Li, Huihua Ong, Yu-Han Choo, Su Pin Ngeow, Joanne Toh, Han Chong Lim, Kiat Hon Yap, Hao Yun Tan, Chee Kiat Ooi, London Lucien Peng Jin Chung, Alexander Yaw Fui Chow, Pierce Kah Hoe Foo, Kian Fong Tan, Min-Han Cheow, Peng Chung PLoS One Research Article BACKGROUND AND AIMS: Surgery is the primary curative option in patients with hepatocellular carcinoma (HCC). Current prognostic models for HCC are developed on datasets of primarily patients with advanced cancer, and may be less relevant to resectable HCC. We developed a postoperative nomogram, the Singapore Liver Cancer Recurrence (SLICER) Score, to predict outcomes of HCC patients who have undergone surgical resection. METHODS: Records for 544 consecutive patients undergoing first-line curative surgery for HCC in one institution from 1992–2007 were reviewed, with 405 local patients selected for analysis. Freedom from relapse (FFR) was the primary outcome measure. An outcome-blinded modeling strategy including clustering, data reduction and transformation was used. We compared the performance of SLICER in estimating FFR with other HCC prognostic models using concordance-indices and likelihood analysis. RESULTS: A nomogram predicting FFR was developed, incorporating non-neoplastic liver cirrhosis, multifocality, preoperative alpha-fetoprotein level, Child-Pugh score, vascular invasion, tumor size, surgical margin and symptoms at presentation. Our nomogram outperformed other HCC prognostic models in predicting FFR by means of log-likelihood ratio statistics with good calibration demonstrated at 3 and 5 years post-resection and a concordance index of 0.69. Using decision curve analysis, SLICER also demonstrated superior net benefit at higher threshold probabilities. CONCLUSION: The SLICER score enables well-calibrated individualized predictions of relapse following curative HCC resection, and may represent a novel tool for biomarker research and individual counseling. Public Library of Science 2015-04-01 /pmc/articles/PMC4382157/ /pubmed/25830231 http://dx.doi.org/10.1371/journal.pone.0118658 Text en © 2015 Ang et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Ang, Soo Fan
Ng, Elizabeth Shu-Hui
Li, Huihua
Ong, Yu-Han
Choo, Su Pin
Ngeow, Joanne
Toh, Han Chong
Lim, Kiat Hon
Yap, Hao Yun
Tan, Chee Kiat
Ooi, London Lucien Peng Jin
Chung, Alexander Yaw Fui
Chow, Pierce Kah Hoe
Foo, Kian Fong
Tan, Min-Han
Cheow, Peng Chung
The Singapore Liver Cancer Recurrence (SLICER) Score for Relapse Prediction in Patients with Surgically Resected Hepatocellular Carcinoma
title The Singapore Liver Cancer Recurrence (SLICER) Score for Relapse Prediction in Patients with Surgically Resected Hepatocellular Carcinoma
title_full The Singapore Liver Cancer Recurrence (SLICER) Score for Relapse Prediction in Patients with Surgically Resected Hepatocellular Carcinoma
title_fullStr The Singapore Liver Cancer Recurrence (SLICER) Score for Relapse Prediction in Patients with Surgically Resected Hepatocellular Carcinoma
title_full_unstemmed The Singapore Liver Cancer Recurrence (SLICER) Score for Relapse Prediction in Patients with Surgically Resected Hepatocellular Carcinoma
title_short The Singapore Liver Cancer Recurrence (SLICER) Score for Relapse Prediction in Patients with Surgically Resected Hepatocellular Carcinoma
title_sort singapore liver cancer recurrence (slicer) score for relapse prediction in patients with surgically resected hepatocellular carcinoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4382157/
https://www.ncbi.nlm.nih.gov/pubmed/25830231
http://dx.doi.org/10.1371/journal.pone.0118658
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