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A novel nomogram predicting the early recurrence of hepatocellular carcinoma patients after R0 resection
BACKGROUND: Early tumor recurrence is one of the most significant poor prognostic factors for patients with HCC after R0 resection. The aim of this study is to identify risk factors of early recurrence, in addition, to develop a nomogram model predicting early recurrence of HCC patients. METHODS: A...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10063973/ https://www.ncbi.nlm.nih.gov/pubmed/37007138 http://dx.doi.org/10.3389/fonc.2023.1133807 |
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author | Wang, Huanhuan Liu, Runkun Mo, Huanye Li, Runtian Lian, Jie Liu, Qingguang Han, Shaoshan |
author_facet | Wang, Huanhuan Liu, Runkun Mo, Huanye Li, Runtian Lian, Jie Liu, Qingguang Han, Shaoshan |
author_sort | Wang, Huanhuan |
collection | PubMed |
description | BACKGROUND: Early tumor recurrence is one of the most significant poor prognostic factors for patients with HCC after R0 resection. The aim of this study is to identify risk factors of early recurrence, in addition, to develop a nomogram model predicting early recurrence of HCC patients. METHODS: A total of 481 HCC patients after R0 resection were enrolled and divided into a training cohort (n = 337) and a validation cohort (n = 144). Risk factors for early recurrence were determined based on Cox regression analysis in the training cohort. A nomogram incorporating independent risk predictors was established and validated. RESULTS: Early recurrence occurred in 37.8% of the 481 patients who underwent curative liver resection of HCC. AFP ≥ 400 ng/mL (HR: 1.662; P = 0.008), VEGF-A among 127.8 to 240.3 pg/mL (HR: 1.781, P = 0.012), VEGF-A > 240.3 pg/mL (HR: 2.552, P < 0.001), M1 subgroup of MVI (HR: 2.221, P = 0.002), M2 subgroup of MVI (HR: 3.120, P < 0.001), intratumor necrosis (HR: 1.666, P = 0.011), surgical margin among 5.0 to 10.0 mm (HR: 1.601, P = 0.043) and surgical margin < 5.0 mm (HR: 1.790, P = 0.012) were found to be independent risk factors for recurrence-free survival in the training cohort and were used for constructing the nomogram. The nomogram indicated good predictive performance with an AUC of 0.781 (95% CI: 0.729-0.832) and 0.808 (95% CI: 0.731-0.886) in the training and validation cohorts, respectively. CONCLUSIONS: Elevated serum concentrations of AFP and VEGF-A, microvascular invasion, intratumor necrosis, surgical margin were independent risk factors of early intrahepatic recurrence. A reliable nomogram model which incorporated blood biomarkers and pathological variables was established and validated. The nomogram achieved desirable effectiveness in predicting early recurrence in HCC patients. |
format | Online Article Text |
id | pubmed-10063973 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100639732023-04-01 A novel nomogram predicting the early recurrence of hepatocellular carcinoma patients after R0 resection Wang, Huanhuan Liu, Runkun Mo, Huanye Li, Runtian Lian, Jie Liu, Qingguang Han, Shaoshan Front Oncol Oncology BACKGROUND: Early tumor recurrence is one of the most significant poor prognostic factors for patients with HCC after R0 resection. The aim of this study is to identify risk factors of early recurrence, in addition, to develop a nomogram model predicting early recurrence of HCC patients. METHODS: A total of 481 HCC patients after R0 resection were enrolled and divided into a training cohort (n = 337) and a validation cohort (n = 144). Risk factors for early recurrence were determined based on Cox regression analysis in the training cohort. A nomogram incorporating independent risk predictors was established and validated. RESULTS: Early recurrence occurred in 37.8% of the 481 patients who underwent curative liver resection of HCC. AFP ≥ 400 ng/mL (HR: 1.662; P = 0.008), VEGF-A among 127.8 to 240.3 pg/mL (HR: 1.781, P = 0.012), VEGF-A > 240.3 pg/mL (HR: 2.552, P < 0.001), M1 subgroup of MVI (HR: 2.221, P = 0.002), M2 subgroup of MVI (HR: 3.120, P < 0.001), intratumor necrosis (HR: 1.666, P = 0.011), surgical margin among 5.0 to 10.0 mm (HR: 1.601, P = 0.043) and surgical margin < 5.0 mm (HR: 1.790, P = 0.012) were found to be independent risk factors for recurrence-free survival in the training cohort and were used for constructing the nomogram. The nomogram indicated good predictive performance with an AUC of 0.781 (95% CI: 0.729-0.832) and 0.808 (95% CI: 0.731-0.886) in the training and validation cohorts, respectively. CONCLUSIONS: Elevated serum concentrations of AFP and VEGF-A, microvascular invasion, intratumor necrosis, surgical margin were independent risk factors of early intrahepatic recurrence. A reliable nomogram model which incorporated blood biomarkers and pathological variables was established and validated. The nomogram achieved desirable effectiveness in predicting early recurrence in HCC patients. Frontiers Media S.A. 2023-03-17 /pmc/articles/PMC10063973/ /pubmed/37007138 http://dx.doi.org/10.3389/fonc.2023.1133807 Text en Copyright © 2023 Wang, Liu, Mo, Li, Lian, Liu and Han https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Wang, Huanhuan Liu, Runkun Mo, Huanye Li, Runtian Lian, Jie Liu, Qingguang Han, Shaoshan A novel nomogram predicting the early recurrence of hepatocellular carcinoma patients after R0 resection |
title | A novel nomogram predicting the early recurrence of hepatocellular carcinoma patients after R0 resection |
title_full | A novel nomogram predicting the early recurrence of hepatocellular carcinoma patients after R0 resection |
title_fullStr | A novel nomogram predicting the early recurrence of hepatocellular carcinoma patients after R0 resection |
title_full_unstemmed | A novel nomogram predicting the early recurrence of hepatocellular carcinoma patients after R0 resection |
title_short | A novel nomogram predicting the early recurrence of hepatocellular carcinoma patients after R0 resection |
title_sort | novel nomogram predicting the early recurrence of hepatocellular carcinoma patients after r0 resection |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10063973/ https://www.ncbi.nlm.nih.gov/pubmed/37007138 http://dx.doi.org/10.3389/fonc.2023.1133807 |
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