Cargando…
The aMAP Score is an Independent Risk Factor for Intermediate-stage Hepatocellular Carcinoma: A Large Retrospective Cohort Study
Background: A less effective nomogram for patients with intermediate-stage hepatocellular carcinoma (HCC) to predict overall survival (OS) is available. This study aimed to investigate the role of age-male-albumin-bilirubin-platelet (aMAP) scores in the prognosis of patients with intermediate-stage...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10240665/ https://www.ncbi.nlm.nih.gov/pubmed/37283795 http://dx.doi.org/10.7150/jca.79377 |
_version_ | 1785053820596781056 |
---|---|
author | Chen, Yaying Shi, Yanhong Lu, Linbin Wang, Xuewen Lin, Qin Lin, Yihong Wang, Ruiqi Zhu, Hongwu Zheng, Peichan Chen, Xiong |
author_facet | Chen, Yaying Shi, Yanhong Lu, Linbin Wang, Xuewen Lin, Qin Lin, Yihong Wang, Ruiqi Zhu, Hongwu Zheng, Peichan Chen, Xiong |
author_sort | Chen, Yaying |
collection | PubMed |
description | Background: A less effective nomogram for patients with intermediate-stage hepatocellular carcinoma (HCC) to predict overall survival (OS) is available. This study aimed to investigate the role of age-male-albumin-bilirubin-platelet (aMAP) scores in the prognosis of patients with intermediate-stage HCC and develop an aMAP score-based nomogram to predict OS. Methods: Data on newly diagnosed intermediate-stage patients with HCC at Sun Yat-sen University Cancer Center between January 2007 and May 2012 were retrospectively collected. Independent risk factors affecting prognosis were selected by multivariate analyses. The optimal cut-off value for the aMAP score was determined using X-tile. The survival prognostic models were presented by the nomogram. Results: For the 875 patients with intermediate-stage HCC included, the median OS was 22.2 months (95% CI 19.6-25.1). Patients were classified into three groups by X-tile plots (aMAP score < 49.42; 49.42 ≤ aMAP score < 56; aMAP score ≥ 56). Alpha-fetoprotein, lactate dehydrogenase, aMAP score, diameter of main tumor, number of intrahepatic lesions, and treatment regimen were independent risk factors for prognosis. A predicted model was constructed with a C-index of 0.70 (95% CI: 0.68-0.72) in the training goup, and its 1-, 3-, and 5-year area under the receiver operating curve were: 0.75, 0.73, and 0.72. The validation group of the C-index is 0.82. Calibration graphs showed good consistency between the actual and predicted survival rates. The decision curve analysis suggested the clinical utility of the model, which may help clinicians guide clinical decision-making. Conclusion: The aMAP score was an independent risk factor for intermediate-stage HCC. The aMAP score-based nomogram has good discrimination, calibration, and clinical utility. |
format | Online Article Text |
id | pubmed-10240665 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-102406652023-06-06 The aMAP Score is an Independent Risk Factor for Intermediate-stage Hepatocellular Carcinoma: A Large Retrospective Cohort Study Chen, Yaying Shi, Yanhong Lu, Linbin Wang, Xuewen Lin, Qin Lin, Yihong Wang, Ruiqi Zhu, Hongwu Zheng, Peichan Chen, Xiong J Cancer Research Paper Background: A less effective nomogram for patients with intermediate-stage hepatocellular carcinoma (HCC) to predict overall survival (OS) is available. This study aimed to investigate the role of age-male-albumin-bilirubin-platelet (aMAP) scores in the prognosis of patients with intermediate-stage HCC and develop an aMAP score-based nomogram to predict OS. Methods: Data on newly diagnosed intermediate-stage patients with HCC at Sun Yat-sen University Cancer Center between January 2007 and May 2012 were retrospectively collected. Independent risk factors affecting prognosis were selected by multivariate analyses. The optimal cut-off value for the aMAP score was determined using X-tile. The survival prognostic models were presented by the nomogram. Results: For the 875 patients with intermediate-stage HCC included, the median OS was 22.2 months (95% CI 19.6-25.1). Patients were classified into three groups by X-tile plots (aMAP score < 49.42; 49.42 ≤ aMAP score < 56; aMAP score ≥ 56). Alpha-fetoprotein, lactate dehydrogenase, aMAP score, diameter of main tumor, number of intrahepatic lesions, and treatment regimen were independent risk factors for prognosis. A predicted model was constructed with a C-index of 0.70 (95% CI: 0.68-0.72) in the training goup, and its 1-, 3-, and 5-year area under the receiver operating curve were: 0.75, 0.73, and 0.72. The validation group of the C-index is 0.82. Calibration graphs showed good consistency between the actual and predicted survival rates. The decision curve analysis suggested the clinical utility of the model, which may help clinicians guide clinical decision-making. Conclusion: The aMAP score was an independent risk factor for intermediate-stage HCC. The aMAP score-based nomogram has good discrimination, calibration, and clinical utility. Ivyspring International Publisher 2023-05-08 /pmc/articles/PMC10240665/ /pubmed/37283795 http://dx.doi.org/10.7150/jca.79377 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Chen, Yaying Shi, Yanhong Lu, Linbin Wang, Xuewen Lin, Qin Lin, Yihong Wang, Ruiqi Zhu, Hongwu Zheng, Peichan Chen, Xiong The aMAP Score is an Independent Risk Factor for Intermediate-stage Hepatocellular Carcinoma: A Large Retrospective Cohort Study |
title | The aMAP Score is an Independent Risk Factor for Intermediate-stage Hepatocellular Carcinoma: A Large Retrospective Cohort Study |
title_full | The aMAP Score is an Independent Risk Factor for Intermediate-stage Hepatocellular Carcinoma: A Large Retrospective Cohort Study |
title_fullStr | The aMAP Score is an Independent Risk Factor for Intermediate-stage Hepatocellular Carcinoma: A Large Retrospective Cohort Study |
title_full_unstemmed | The aMAP Score is an Independent Risk Factor for Intermediate-stage Hepatocellular Carcinoma: A Large Retrospective Cohort Study |
title_short | The aMAP Score is an Independent Risk Factor for Intermediate-stage Hepatocellular Carcinoma: A Large Retrospective Cohort Study |
title_sort | amap score is an independent risk factor for intermediate-stage hepatocellular carcinoma: a large retrospective cohort study |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10240665/ https://www.ncbi.nlm.nih.gov/pubmed/37283795 http://dx.doi.org/10.7150/jca.79377 |
work_keys_str_mv | AT chenyaying theamapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT shiyanhong theamapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT lulinbin theamapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT wangxuewen theamapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT linqin theamapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT linyihong theamapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT wangruiqi theamapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT zhuhongwu theamapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT zhengpeichan theamapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT chenxiong theamapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT chenyaying amapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT shiyanhong amapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT lulinbin amapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT wangxuewen amapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT linqin amapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT linyihong amapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT wangruiqi amapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT zhuhongwu amapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT zhengpeichan amapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy AT chenxiong amapscoreisanindependentriskfactorforintermediatestagehepatocellularcarcinomaalargeretrospectivecohortstudy |