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Asano K, Kageyama K, Yamamoto A, Jogo A, Nakano M, Murai K, Yukawa‐Muto Y, Odagiri N, Kotani K, Kozuka R, Kawamura E, Fujii H, Uchida‐Kobayashi S, Enomoto M, Kawada N, Miki Y. Predictors of Immediate Deterioration of the Child-Pugh Classification From A to B After Transcatheter Arterial Chemo-Embolization for Treatment-Naive Hepatocellular Carcinoma. Cancer Med 2024; 13:e70367. [PMID: 39487694 PMCID: PMC11530866 DOI: 10.1002/cam4.70367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 06/12/2024] [Accepted: 10/13/2024] [Indexed: 11/04/2024] Open
Abstract
AIM The purpose of this study was to evaluate the predictors of deterioration of the Child-Pugh classification 1 month after transcatheter arterial chemo-embolization (TACE) in patients with treatment-naive hepatocellular carcinoma (HCC). METHODS Between 2010 and 2020, consecutive patients who underwent conventional TACE using epirubicin as the initial treatment were enrolled. Patients with Barcelona Clinic Liver Cancer stage-0, A or B and Child-Pugh class A were included. The Child-Pugh score was evaluated before treatment and 1 month after TACE. The following variables were analyzed by univariate and multivariate analyses as predictors of deterioration of the Child-Pugh class from A to B: age, sex, etiology, serum albumin, bilirubin, prothrombin time (PT), encephalopathy, ascites, largest tumor diameter, tumor number, tumor location, α-fetoprotein, protein induced by vitamin K absence or antagonist-II, epirubicin dosage, ethiodized oil dosage, and number of treated liver segments. RESULTS A total of 152 patients were retrospectively enrolled. The deterioration rate of the Child-Pugh class from A to B was 8.6%. Multivariable analysis showed that serum albumin ≤ 3.8 g/dL, PT ≤ 80%, and largest tumor diameter ≥ 3.8 cm were predictors of deterioration of the Child-Pugh class. The deterioration rate to Child-Pugh class B was 0% in patients with up to one of these factors, 14.3% in those with two factors, and 70% in those with three factors. CONCLUSIONS A combination of serum albumin ≤ 3.8 g/dL, PT ≤ 80%, and largest tumor diameter ≥ 3.8 cm can predict the immediate deterioration of the Child-Pugh classification from A to B following TACE.
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Affiliation(s)
- Kazuo Asano
- Department of Diagnostic and Interventional Radiology, Graduate School of MedicineOsaka City UniversityOsakaJapan
| | - Ken Kageyama
- Department of Diagnostic and Interventional Radiology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Akira Yamamoto
- Department of Diagnostic and Interventional Radiology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Atsushi Jogo
- Department of Diagnostic and Interventional Radiology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Mariko Nakano
- Department of Diagnostic and Interventional Radiology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Kazuki Murai
- Department of Diagnostic and Interventional Radiology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Yoshimi Yukawa‐Muto
- Department of Hepatology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Naoshi Odagiri
- Department of Hepatology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Kohei Kotani
- Department of Hepatology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Ritsuzo Kozuka
- Department of Hepatology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Etsushi Kawamura
- Department of Hepatology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Hideki Fujii
- Department of Hepatology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Sawako Uchida‐Kobayashi
- Department of Premier Preventive Medicine, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Masaru Enomoto
- Department of Hepatology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Norifumi Kawada
- Department of Hepatology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
| | - Yukio Miki
- Department of Diagnostic and Interventional Radiology, Graduate School of MedicineOsaka Metropolitan UniversityOsakaJapan
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Hu J, Wang X, Prince M, Wang F, Sun J, Yang X, Wang W, Ye J, Chen L, Luo X. Gd-EOB-DTPA enhanced MRI based radiomics combined with clinical variables in stratifying hepatic functional reserve in HBV infected patients. Abdom Radiol (NY) 2024; 49:1051-1062. [PMID: 38294541 DOI: 10.1007/s00261-023-04176-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 12/19/2023] [Accepted: 12/27/2023] [Indexed: 02/01/2024]
Abstract
PURPOSES To evaluate radiomics from Gd-EOB-DTPA enhanced MR combined with clinical variables for stratifying hepatic functional reserve in hepatitis B virus (HBV) patients. METHODS Our study included 279 chronic HBV patients divided 8:2 for training and test cohorts. Radiomics features were extracted from the hepatobiliary phase (HBP) MR images. Radiomics features were selected to construct a Rad-score which was combined with clinical parameters in two models differentiating hepatitis vs. Child-Pugh A and Child-Pugh A vs. B/C. Performances of these stratifying models were compared using area under curve (AUC). RESULTS Rad-score alone discriminated hepatitis vs. Child-Pugh A with AUC = 0.890, 0.914 and Child-Pugh A vs. B/C with AUC = 0.862, 0.865 for the training and test cohorts, respectively. Model 1 [Rad-score + clinical parameters for hepatitis vs. Child-Pugh A] showed AUC = 0.978 for the test cohort, which was higher than ALBI [albumin-bilirubin] and MELD [model for end-stage liver disease], with AUCs of 0.716, 0.799, respectively (p < 0.001, < 0.001). Model 2 [Rad-score + clinical parameters for Child-Pugh A vs. B/C] showed AUC of 0.890 in the test cohort, which was similar to ALBI (AUC = 0.908, p = 0.760), and higher than MELD (AUC = 0.709, p = 0.018). CONCLUSION Rad-score combined with clinical variables stratifies hepatic functional reserve in HBV patients.
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Affiliation(s)
- Jinghui Hu
- Department of Radiology, Northern Jiangsu People's Hospital, Clinical Medical College, Yangzhou University, No. 98 Nantong West Road, Yangzhou, 225001, China
| | - Xiaoxiao Wang
- Department of Radiology, Northern Jiangsu People's Hospital, Clinical Medical College, Yangzhou University, No. 98 Nantong West Road, Yangzhou, 225001, China
| | - Martin Prince
- Department of Radiology, Weill Medical College of Cornell University, 407 E61st Street, New York, NY, 10065, USA
| | - Fang Wang
- Department of Research and Development, Shanghai United Imaging Intelligence Co., Ltd., Yunjin Road 701, Xuhui District, Shanghai, 200232, China
| | - Jun Sun
- Department of Radiology, Northern Jiangsu People's Hospital, Clinical Medical College, Yangzhou University, No. 98 Nantong West Road, Yangzhou, 225001, China
| | - Xin Yang
- Department of Radiology, Northern Jiangsu People's Hospital, Clinical Medical College, Yangzhou University, No. 98 Nantong West Road, Yangzhou, 225001, China
| | - Wenjian Wang
- Department of Radiology, Northern Jiangsu People's Hospital, Clinical Medical College, Yangzhou University, No. 98 Nantong West Road, Yangzhou, 225001, China
| | - Jing Ye
- Department of Radiology, Northern Jiangsu People's Hospital, Clinical Medical College, Yangzhou University, No. 98 Nantong West Road, Yangzhou, 225001, China
| | - Lei Chen
- Department of Research and Development, Shanghai United Imaging Intelligence Co., Ltd., Yunjin Road 701, Xuhui District, Shanghai, 200232, China
| | - Xianfu Luo
- Department of Radiology, Northern Jiangsu People's Hospital, Clinical Medical College, Yangzhou University, No. 98 Nantong West Road, Yangzhou, 225001, China.
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Sun X, Wang Y, Ge H, Chen C, Han X, Sun K, Wang M, Wei X, Ye M, Zhang Q, Liang T. Development and Validation of Novel Models Including Tumor Micronecrosis for Predicting the Postoperative Survival of Patients with Hepatocellular Carcinoma. J Hepatocell Carcinoma 2023; 10:1181-1194. [PMID: 37521028 PMCID: PMC10386864 DOI: 10.2147/jhc.s423687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 07/20/2023] [Indexed: 08/01/2023] Open
Abstract
Background The heterogeneity of hepatocellular carcinoma (HCC) leads to the unsatisfying predictive performance of current staging systems. HCC patients with pathological tumor micronecrosis have an immunosuppressive microenvironment. We aimed to develop novel prognostic models by integrating micronecrosis to predict the survival of HCC patients after hepatectomy more precisely. Methods We enrolled 765 HCC patients receiving curative hepatic resection. They were randomly divided into a training cohort (n= 536) and a validation cohort (n = 229). We developed two prognostic models for postoperative recurrence-free survival (RFS) and overall survival (OS) based on independent factors identified through multivariate Cox regression analyses. The predictive performance was assessed using the Harrell concordance index (C-index) and the time-dependent area under the receiver operating characteristic curve, compared with six conventional staging systems. Results The RFS and OS nomograms were developed based on tumor micronecrosis, tumor size, albumin-bilirubin grade, tumor number and prothrombin time. The C-indexes for the RFS nomogram and OS nomogram were respectively 0.66 (95% CI, 0.62-0.69) and 0.74 (95% CI, 0.69-0.79) in the training cohort, which was significantly better than those of the six common staging systems (0.52-0.61 for RFS and 0.53-0.63 for OS). The results were further confirmed in the validation group, with the C-indexes being 0.66 and 0.77 for the RFS and OS nomograms, respectively. Conclusion The two nomograms could more accurately predict RFS and OS in HCC patients receiving curative hepatic resection, thereby aiding in formulating personalized postoperative follow-up plans.
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Affiliation(s)
- Xuqi Sun
- Department of Medical Oncology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
| | - Yangyang Wang
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
| | - Hongbin Ge
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
| | - Cao Chen
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
| | - Xu Han
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
| | - Ke Sun
- Department of Pathology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
| | - Meng Wang
- Department of Pathology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
| | - Xiaobao Wei
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
| | - Mao Ye
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
| | - Qi Zhang
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
- Zhejiang University Cancer Center, Hangzhou, People’s Republic of China
- Zhejiang Clinical Research Center of Hepatobiliary and Pancreatic Diseases, Hangzhou, People’s Republic of China
| | - Tingbo Liang
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
- Zhejiang University Cancer Center, Hangzhou, People’s Republic of China
- Zhejiang Clinical Research Center of Hepatobiliary and Pancreatic Diseases, Hangzhou, People’s Republic of China
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Zhang DL, Feng DN, He X, Zhang XF, Li LX, Li ZJ, Niu XF, Zhuang YL, Liu ZW, Gao XD, Wang HB. The Combination of AFP and “Up-To-Seven” Criteria May Be a Better Strategy for Liver Transplantation in Chinese Cirrhotic HCC Patients. Front Oncol 2022; 12:959151. [PMID: 35936699 PMCID: PMC9351723 DOI: 10.3389/fonc.2022.959151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 06/13/2022] [Indexed: 11/15/2022] Open
Abstract
Background Orthotopic liver transplantation (OLT) is a life-saving option for patients with hepatocellular carcinoma (HCC), but the expanded OLT criteria remain controversial. Objective The study aimed to explore whether expanded OLT criteria can be applied to Chinese cirrhotic patients with HCC. Methods This retrospective study analyzed risk factors for HCC recurrence and death and compared patients’ tumor characteristics and outcomes in groups of Milan, “Up-to-seven,” and Hangzhou criteria, and groups between met and unmet the combinative criteria of “Up-to-seven” and AFP of < 1000 ng/mL. Results Among 153 patients who underwent OLT for HCC from January 2015 to February 2019 in 4 years of follow-up, 20 (13.1%) patients had HCC recurrence, and 11 (7.2%) had HCC-related death. Multivariate Cox regression analysis showed that preoperative alpha-fetoprotein (AFP) of > 1000 ng/mL (hazard ratio [HR]: 10.05, 95% confidence interval [CI]: 2.45–41.13, P = 0.001) was an independent risk factor for HCC recurrence and HCC-related death (HR: 6.63, 95%CI: 1.31–33.52, P = 0.022). Patients who did not meet Milan criteria but satisfied the “Up-to-seven” criteria had no differences in overall survival (OS) (P = 0.69) and disease-free survival (DFS) (P = 0.35) than patients who met the Milan criteria. The combination of “Up-to-seven” criteria and AFP of < 1000 ng/mL differed significantly (HR: 18.9; 95% CI: 4.0–89.2; P < 0.001). Patients with HCC who met the “Up-to-seven” criteria and AFP of < 1000 ng/mL (n = 121) had excellent survival with 4-year OS of 91.6% (P < 0.001) and DFS of 90.8% (P < 0.001), which is significantly better compared to the other group (n = 32) (OS of 67.5% and DFS of 46.5%) and patients who met the Milan criteria (n = 108, OS of 89.8%, DFS of 89.6%), allowing 28.9% (13/45) of patients who did not meet the Milan criteria to benefit from OLT. Conclusion Chinese cirrhotic patients with HCC who met the combinative criteria of “Up-to-seven” and AFP of < 1000 ng/mL had better survival than those who met the Milan criteria, and these combinative criteria benefited more patients and may become a better option for OLT.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Zhen-wen Liu
- *Correspondence: Hong-bo Wang, ; Xu-dong Gao, ; Zhen-wen Liu,
| | - Xu-dong Gao
- *Correspondence: Hong-bo Wang, ; Xu-dong Gao, ; Zhen-wen Liu,
| | - Hong-bo Wang
- *Correspondence: Hong-bo Wang, ; Xu-dong Gao, ; Zhen-wen Liu,
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Takaya H, Namisaki T, Matsumoto K, Suzuki J, Murata K, Tsuji Y, Nakanishi K, Kaji K, Kitade M, Noguchi R, Yoshiji H. Comparison of Ablation Area and Change in Functional Liver Reserve after Radiofrequency Ablation for Hepatocellular Carcinoma Using the arfa ® and VIVA ® Systems. J Clin Med 2022; 11:jcm11020434. [PMID: 35054128 PMCID: PMC8780974 DOI: 10.3390/jcm11020434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Revised: 01/11/2022] [Accepted: 01/12/2022] [Indexed: 01/27/2023] Open
Abstract
Radiofrequency ablation (RFA) is recommended in Japan for patients with hepatocellular carcinomas (HCCs) one to three in number and ≤3 cm in size. The arfa® and VIVA® RFA systems are widely used for patients with HCC and this retrospective observational study aims to compare their performances. The study included 365 patients with HCCs one to three in number and ≤3 cm in size who underwent RFA using the arfa® system (arfa® group) or the VIVA® system (VIVA® group). The total bilirubin (T-Bil) level after RFA was higher in the arfa® group than in the VIVA® group. With a 3-cm electrode needle, the longest diameter (Dmax) and the shortest diameter were analyzed and found to be greater in the arfa® group than in the VIVA® group. Furthermore, Dmax with the 2.5-cm electrode needle was greater in the arfa® group than in the VIVA® group. Statistically significant differences in the ablation area and in the T-Bil value after RFA were observed between the groups; however, these differences are not considered clinical problems because the difference in the ablation area was only slight and the Child–Pugh score was the same between the groups. Thus, hepatologists can use either of the RFA systems based on their preference.
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Affiliation(s)
- Hiroaki Takaya
- Correspondence: ; Tel.: +81-744-22-3051; Fax: +81-744-24-7122
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