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Construction and validation of a nomogram for predicting cancer-specific survival in hepatocellular carcinoma patients
The prognosis of patients with hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC) is a research hotspot. This study aimed to incorporate important factors obtained from SEER database to construct and validate a nomogram for predicting the cancer-specific survival (CSS) of patie...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7721744/ https://www.ncbi.nlm.nih.gov/pubmed/33288828 http://dx.doi.org/10.1038/s41598-020-78545-2 |
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author | Liu, Kang Huang, Gaobo Chang, Pengkang Zhang, Wei Li, Tao Dai, Zhijun Lv, Yi |
author_facet | Liu, Kang Huang, Gaobo Chang, Pengkang Zhang, Wei Li, Tao Dai, Zhijun Lv, Yi |
author_sort | Liu, Kang |
collection | PubMed |
description | The prognosis of patients with hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC) is a research hotspot. This study aimed to incorporate important factors obtained from SEER database to construct and validate a nomogram for predicting the cancer-specific survival (CSS) of patients with HCC and ICC. We obtained patient data from SEER database. The nomogram was constructed base on six prognostic factors for predicting CSS rates in HCC patients. The nomogram was validated by concordance index (C-index), the receiver operating characteristic (ROC) curve and calibration curves. A total of 3227 patients diagnosed with HCC (3038) and ICC (189) between 2010 and 2015 were included in this study. The C-index of the nomogram for HCC patients was 0.790 in the training cohort and 0.806 in the validation cohort. The 3- and 5-year AUCs were 0.811 and 0.793 in the training cohort. The calibration plots indicated that there was good agreement between the actual observations and predictions. In conclusion, we constructed and validated a nomogram for predicting the 3- and 5-year CSS in HCC patients. We have confirmed the precise calibration and excellent discrimination power of our nomogram. |
format | Online Article Text |
id | pubmed-7721744 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-77217442020-12-08 Construction and validation of a nomogram for predicting cancer-specific survival in hepatocellular carcinoma patients Liu, Kang Huang, Gaobo Chang, Pengkang Zhang, Wei Li, Tao Dai, Zhijun Lv, Yi Sci Rep Article The prognosis of patients with hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC) is a research hotspot. This study aimed to incorporate important factors obtained from SEER database to construct and validate a nomogram for predicting the cancer-specific survival (CSS) of patients with HCC and ICC. We obtained patient data from SEER database. The nomogram was constructed base on six prognostic factors for predicting CSS rates in HCC patients. The nomogram was validated by concordance index (C-index), the receiver operating characteristic (ROC) curve and calibration curves. A total of 3227 patients diagnosed with HCC (3038) and ICC (189) between 2010 and 2015 were included in this study. The C-index of the nomogram for HCC patients was 0.790 in the training cohort and 0.806 in the validation cohort. The 3- and 5-year AUCs were 0.811 and 0.793 in the training cohort. The calibration plots indicated that there was good agreement between the actual observations and predictions. In conclusion, we constructed and validated a nomogram for predicting the 3- and 5-year CSS in HCC patients. We have confirmed the precise calibration and excellent discrimination power of our nomogram. Nature Publishing Group UK 2020-12-07 /pmc/articles/PMC7721744/ /pubmed/33288828 http://dx.doi.org/10.1038/s41598-020-78545-2 Text en © The Author(s) 2020 Open Access This 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/. |
spellingShingle | Article Liu, Kang Huang, Gaobo Chang, Pengkang Zhang, Wei Li, Tao Dai, Zhijun Lv, Yi Construction and validation of a nomogram for predicting cancer-specific survival in hepatocellular carcinoma patients |
title | Construction and validation of a nomogram for predicting cancer-specific survival in hepatocellular carcinoma patients |
title_full | Construction and validation of a nomogram for predicting cancer-specific survival in hepatocellular carcinoma patients |
title_fullStr | Construction and validation of a nomogram for predicting cancer-specific survival in hepatocellular carcinoma patients |
title_full_unstemmed | Construction and validation of a nomogram for predicting cancer-specific survival in hepatocellular carcinoma patients |
title_short | Construction and validation of a nomogram for predicting cancer-specific survival in hepatocellular carcinoma patients |
title_sort | construction and validation of a nomogram for predicting cancer-specific survival in hepatocellular carcinoma patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7721744/ https://www.ncbi.nlm.nih.gov/pubmed/33288828 http://dx.doi.org/10.1038/s41598-020-78545-2 |
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