A Nomogram Based on Preoperative Inflammatory Indices and ICG-R15 for Prediction of Liver Failure After Hepatectomy in HCC Patients

ObjectiveTo establish a nomogram based on inflammatory indices and ICG-R15 for predicting post-hepatectomy liver failure (PHLF) among patients with resectable hepatocellular carcinoma (HCC).MethodsA retrospective cohort of 407 patients with HCC hospitalized at Xiangya Hospital of Central South Unive...

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Main Authors: Tongdi Fang, Guo Long, Dong Wang, Xudong Liu, Liang Xiao, Xingyu Mi, Wenxin Su, Liuying Zhou, Ledu Zhou
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.667496/full
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spelling doaj-778b1e8a2268403a9ff9a21474fb58b82021-07-02T06:31:54ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2021-07-011110.3389/fonc.2021.667496667496A Nomogram Based on Preoperative Inflammatory Indices and ICG-R15 for Prediction of Liver Failure After Hepatectomy in HCC PatientsTongdi Fang0Guo Long1Dong Wang2Xudong Liu3Liang Xiao4Xingyu Mi5Wenxin Su6Liuying Zhou7Ledu Zhou8Department of General Surgery, The Xiangya Hospital of Central South University, Changsha, ChinaDepartment of General Surgery, The Xiangya Hospital of Central South University, Changsha, ChinaDepartment of Liver Disease Center, The Affiliated Hospital of Qingdao University, Qingdao, ChinaDepartment of Orthopedics Surgery, The Second Xiangya Hospital of Central South University, Changsha, ChinaDepartment of General Surgery, The Xiangya Hospital of Central South University, Changsha, ChinaDepartment of General Surgery, The Xiangya Hospital of Central South University, Changsha, ChinaDepartment of General Surgery, The Xiangya Hospital of Central South University, Changsha, ChinaMedical Record Management and Information Statistics Center, The Xiangya Hospital of Central South University, Changsha, ChinaDepartment of General Surgery, The Xiangya Hospital of Central South University, Changsha, ChinaObjectiveTo establish a nomogram based on inflammatory indices and ICG-R15 for predicting post-hepatectomy liver failure (PHLF) among patients with resectable hepatocellular carcinoma (HCC).MethodsA retrospective cohort of 407 patients with HCC hospitalized at Xiangya Hospital of Central South University between January 2015 and December 2020, and 81 patients with HCC hospitalized at the Second Xiangya Hospital of Central South University between January 2019 and January 2020 were included in the study. Totally 488 HCC patients were divided into the training cohort (n=378) and the validation cohort (n=110) by random sampling. Univariate and multivariate analysis was performed to identify the independent risk factors. Through combining these independent risk factors, a nomogram was established for the prediction of PHLF. The accuracy of the nomogram was evaluated and compared with traditional models, like CP score (Child-Pugh), MELD score (Model of End-Stage Liver Disease), and ALBI score (albumin-bilirubin) by using receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis (DCA).ResultsCirrhosis (OR=2.203, 95%CI:1.070-3.824, P=0.030), prothrombin time (PT) (OR=1.886, 95%CI: 1.107-3.211, P=0.020), tumor size (OR=1.107, 95%CI: 1.022-1.200, P=0.013), ICG-R15% (OR=1.141, 95%CI: 1.070-1.216, P<0.001), blood loss (OR=2.415, 95%CI: 1.306-4.468, P=0.005) and AST-to-platelet ratio index (APRI) (OR=4.652, 95%CI: 1.432-15.112, P=0.011) were independent risk factors of PHLF. Nomogram was built with well-fitted calibration curves on the of these 6 factors. Comparing with CP score (C-index=0.582, 95%CI, 0.523-0.640), ALBI score (C-index=0.670, 95%CI, 0.615-0.725) and MELD score (C-ibasedndex=0.661, 95%CI, 0.606-0.716), the nomogram showed a better predictive value, with a C-index of 0.845 (95%CI, 0.806-0.884). The results were consistent in the validation cohort. DCA confirmed the conclusion as well.ConclusionA novel nomogram was established to predict PHLF in HCC patients. The nomogram showed a strong predictive efficiency and would be a convenient tool for us to facilitate clinical decisions.https://www.frontiersin.org/articles/10.3389/fonc.2021.667496/fullICG-R15APRInomogramhepatocellular carcinomapost-hepatectomy liver failure
collection DOAJ
language English
format Article
sources DOAJ
author Tongdi Fang
Guo Long
Dong Wang
Xudong Liu
Liang Xiao
Xingyu Mi
Wenxin Su
Liuying Zhou
Ledu Zhou
spellingShingle Tongdi Fang
Guo Long
Dong Wang
Xudong Liu
Liang Xiao
Xingyu Mi
Wenxin Su
Liuying Zhou
Ledu Zhou
A Nomogram Based on Preoperative Inflammatory Indices and ICG-R15 for Prediction of Liver Failure After Hepatectomy in HCC Patients
Frontiers in Oncology
ICG-R15
APRI
nomogram
hepatocellular carcinoma
post-hepatectomy liver failure
author_facet Tongdi Fang
Guo Long
Dong Wang
Xudong Liu
Liang Xiao
Xingyu Mi
Wenxin Su
Liuying Zhou
Ledu Zhou
author_sort Tongdi Fang
title A Nomogram Based on Preoperative Inflammatory Indices and ICG-R15 for Prediction of Liver Failure After Hepatectomy in HCC Patients
title_short A Nomogram Based on Preoperative Inflammatory Indices and ICG-R15 for Prediction of Liver Failure After Hepatectomy in HCC Patients
title_full A Nomogram Based on Preoperative Inflammatory Indices and ICG-R15 for Prediction of Liver Failure After Hepatectomy in HCC Patients
title_fullStr A Nomogram Based on Preoperative Inflammatory Indices and ICG-R15 for Prediction of Liver Failure After Hepatectomy in HCC Patients
title_full_unstemmed A Nomogram Based on Preoperative Inflammatory Indices and ICG-R15 for Prediction of Liver Failure After Hepatectomy in HCC Patients
title_sort nomogram based on preoperative inflammatory indices and icg-r15 for prediction of liver failure after hepatectomy in hcc patients
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2021-07-01
description ObjectiveTo establish a nomogram based on inflammatory indices and ICG-R15 for predicting post-hepatectomy liver failure (PHLF) among patients with resectable hepatocellular carcinoma (HCC).MethodsA retrospective cohort of 407 patients with HCC hospitalized at Xiangya Hospital of Central South University between January 2015 and December 2020, and 81 patients with HCC hospitalized at the Second Xiangya Hospital of Central South University between January 2019 and January 2020 were included in the study. Totally 488 HCC patients were divided into the training cohort (n=378) and the validation cohort (n=110) by random sampling. Univariate and multivariate analysis was performed to identify the independent risk factors. Through combining these independent risk factors, a nomogram was established for the prediction of PHLF. The accuracy of the nomogram was evaluated and compared with traditional models, like CP score (Child-Pugh), MELD score (Model of End-Stage Liver Disease), and ALBI score (albumin-bilirubin) by using receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis (DCA).ResultsCirrhosis (OR=2.203, 95%CI:1.070-3.824, P=0.030), prothrombin time (PT) (OR=1.886, 95%CI: 1.107-3.211, P=0.020), tumor size (OR=1.107, 95%CI: 1.022-1.200, P=0.013), ICG-R15% (OR=1.141, 95%CI: 1.070-1.216, P<0.001), blood loss (OR=2.415, 95%CI: 1.306-4.468, P=0.005) and AST-to-platelet ratio index (APRI) (OR=4.652, 95%CI: 1.432-15.112, P=0.011) were independent risk factors of PHLF. Nomogram was built with well-fitted calibration curves on the of these 6 factors. Comparing with CP score (C-index=0.582, 95%CI, 0.523-0.640), ALBI score (C-index=0.670, 95%CI, 0.615-0.725) and MELD score (C-ibasedndex=0.661, 95%CI, 0.606-0.716), the nomogram showed a better predictive value, with a C-index of 0.845 (95%CI, 0.806-0.884). The results were consistent in the validation cohort. DCA confirmed the conclusion as well.ConclusionA novel nomogram was established to predict PHLF in HCC patients. The nomogram showed a strong predictive efficiency and would be a convenient tool for us to facilitate clinical decisions.
topic ICG-R15
APRI
nomogram
hepatocellular carcinoma
post-hepatectomy liver failure
url https://www.frontiersin.org/articles/10.3389/fonc.2021.667496/full
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