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Li X, Ding X, Liu M, Wang J, Li W, Chen J. Development of a Multivariate Prognostic Model for Lenvatinib Treatment in Hepatocellular Carcinoma. Oncologist 2023; 28:e942-e949. [PMID: 37105140 PMCID: PMC10546830 DOI: 10.1093/oncolo/oyad107] [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: 10/10/2022] [Accepted: 03/29/2023] [Indexed: 04/29/2023] Open
Abstract
BACKGROUND Lenvatinib is a first-line agent for advanced hepatocellular carcinoma (HCC), but individual responses to treatment are highly heterogeneous. The aim of this study was to investigate the clinical parameters that influence the efficacy of Lenvatinib and to develop a prognostic model. METHODS We retrospectively enrolled 333 Lenvatinib-treated patients with HCC with a median age of 57 years. Two hundred nd sixty-three of these patients had BCLC (2022) stage C. The median overall survival (mOS) time within the cohort was 12.1 months, and the median progression-free survival (mPFS) time was 4.7 months. Univariate Cox regression, best subset regression, and Lasso regression were used to screen primary variables for possible contribution to OS, multivariate Cox analysis was used to fit selected models, and the final model was selected using the maximum area under the curve (AUC) and minimum AIC. Receiver operating curves (ROC), calibration curves, and decision curve analysis were plotted to assess model performance, and 5-fold cross-validation was performed for internal validation. X-tile software was used to select the best cutoff points and to divide the study cohort into 3 different risk groups. RESULTS Seven variables were included in the final model: BCLC stage, prior transarterial chemoembolization and immunotherapy history, tumor number, prognostic nutritional index, log (alpha-fetoprotein), and log (platelet-to-lymphocyte ratio). We named this final model the "multivariate prognostic model for Lenvatinib" (MPML), and a nomogram was constructed to predict the probability of survival at 6, 9, and 12 months. The MPML had good discrimination, calibration, and applicability. Cross-validation showed mean AUC values of 0.7779, 0.7738, and 0.7871 at 6, 9, and 12 months, respectively. According to nomogram points, mOS time was 21.57, 8.70, and 5.37 months in the low, medium, and high-risk groups, respectively (P < .001), and these differences were also observed in the PFS survival curve (P < .001). CONCLUSIONS The MPML stratified patients according to baseline clinical characteristics had a strong performance in predicting Lenvatinib efficacy and has the potential for use as an auxiliary clinical tool for individualized decision-making.
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Affiliation(s)
- Xiaomi Li
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Xiaoyan Ding
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Mei Liu
- Department of Oncology, Beijing You’an Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Jingyan Wang
- Department of Interventional Radiology, The Fifth Medical Center, Chinese PLA General Hospital, Beijing, People’s Republic of China
| | - Wei Li
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Jinglong Chen
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, Beijing, People’s Republic of China
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Guo DZ, Zhang SY, Dong SY, Yan JY, Wang YP, Cao Y, Rao SX, Fan J, Yang XR, Huang A, Zhou J. Prognostic model for predicting outcome and guiding treatment decision for unresectable hepatocellular carcinoma treated with lenvatinib monotherapy or lenvatinib plus immunotherapy. Front Immunol 2023; 14:1141199. [PMID: 36911686 PMCID: PMC9995378 DOI: 10.3389/fimmu.2023.1141199] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 02/13/2023] [Indexed: 02/25/2023] Open
Abstract
Background Lenvatinib monotherapy and combination therapy with immune checkpoint inhibitors (ICI) were widely applied for unresectable hepatocellular carcinoma (uHCC). However, many patients failed to benefit from the treatments. A prognostic model was needed to predict the treatment outcomes and guide clinical decisions. Methods 304 patients receiving lenvatinib monotherapy or lenvatinib plus ICI for uHCC were retrospectively included. The risk factors derived from the multivariate analysis were used to construct the predictive model. The C-index and area under the receiver-operating characteristic curve (AUC) were calculated to assess the predictive efficiency. Results Multivariate analysis revealed that protein induced by vitamin K absence or antagonist-II (PIVKA-II) (HR, 2.05; P=0.001) and metastasis (HR, 2.07; P<0.001) were independent risk factors of overall survival (OS) in the training cohort. Herein, we constructed a prognostic model called PIMET score and stratified patients into the PIMET-low group (without metastasis and PIVKA-II<600 mAU/mL), PIMET-int group (with metastasis or PIVKA-II>600 mAU/mL) and PIMET-high group (with metastasis and PIVKA-II>600 mAU/mL). The C-index of PIMET score for the survival prediction was 0.63 and 0.67 in the training and validation cohort, respectively. In the training cohort, the AUC of 12-, 18-, and 24-month OS was 0.661, 0.682, and 0.744, respectively. The prognostic performances of the model were subsequently validated. The AUC of 12-, 18-, and 24-month OS was 0.724, 0.726, and 0.762 in the validation cohort. Subgroup analyses showed consistent predictive value for patients receiving lenvatinib monotherapy and patients receiving lenvatinib plus ICI. The PIMET score could also distinguish patients with different treatment responses. Notably, the combination of lenvatinib and ICI conferred survival benefits to patients with PIMET-int or PIMET-high, instead of patients with PIMET-low. Conclusion The PIMET score comprising metastasis and PIVKA-II could serve as a helpful prognostic model for uHCC receiving lenvatinib monotherapy or lenvatinib plus ICI. The PIMET score could guide the treatment decision and facilitate precision medicine for uHCC patients.
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Affiliation(s)
- De-Zhen Guo
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Fudan University, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Shi-Yu Zhang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Fudan University, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - San-Yuan Dong
- Department of Radiology, Zhongshan Hospital, Fudan University Shanghai Institute of Medical Imaging, Shanghai, China
| | - Jia-Yan Yan
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Fudan University, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yu-Peng Wang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Fudan University, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ya Cao
- Cancer Research Institute, Central South University, Changsha, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Changsha, China
| | - Sheng-Xiang Rao
- Department of Radiology, Zhongshan Hospital, Fudan University Shanghai Institute of Medical Imaging, Shanghai, China
| | - Jia Fan
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Fudan University, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China.,Institute of Biomedical Sciences, Fudan University, Shanghai, China
| | - Xin-Rong Yang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Fudan University, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ao Huang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Fudan University, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jian Zhou
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Fudan University, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China.,Institute of Biomedical Sciences, Fudan University, Shanghai, China.,State Key Laboratory of Genetic Engineering, Fudan University, Shanghai, China
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Guo DZ, Zhang SY, Dong SY, Yan JY, Wang YP, Cao Y, Rao SX, Fan J, Yang XR, Huang A, Zhou J. Circulating immune index predicting the prognosis of patients with hepatocellular carcinoma treated with lenvatinib and immunotherapy. Front Oncol 2023; 13:1109742. [PMID: 36910622 PMCID: PMC9997675 DOI: 10.3389/fonc.2023.1109742] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 02/09/2023] [Indexed: 02/25/2023] Open
Abstract
Background Immune checkpoint inhibitor (ICI)-based combination therapy has opened a new avenue for the treatment of multiple malignancies including hepatocellular carcinoma (HCC). However, considering the unsatisfactory efficacy, biomarkers are urgently needed to identify the patients most likely to benefit from ICI-based combination therapy. Methods A total of 194 patients undergoing ICI-based combination therapy for unresectable HCC were retrospectively enrolled and divided into a training cohort (n = 129) and a validation cohort (n = 65) randomly. A novel circulating immune index (CII) defined as the ratio of white blood cell count (×109/L) to lymphocyte proportion (%) was constructed and its prognostic value was determined and validated. Results Patients with CII ≤ 43.1 reported prolonged overall survival (OS) compared to those with CII > 43.1 (median OS: 24.7 vs 15.1 months; 6-, 12-, 18-month OS: 94.2%, 76.7%, 66.1% vs 86.4%, 68.2%, 22.8%, P = 0.019), and CII was identified as an independent prognostic factor for OS (hazard ratio, 2.24; 95% confidence interval, 1.17-4.31; P = 0.015). These results were subsequently verified in the validation cohort. Additionally, patients with low CII levels had improved best radiological tumor response (complete response, partial response, stable disease, progressive disease: 3%, 36%, 50%, 11% vs 0%, 27%, 46%, 27%; P = 0.037) and disease control rate (89% vs 73%; P = 0.031) in the pooled cohort and better pathologic response (pathologic complete response, major pathologic response, partial pathologic response, no pathologic response: 20%, 44%, 28%, 8% vs 0%, 0%, 40%, 60%; P = 0.005) in the neoadjuvant cohort. Detection of lymphocyte subsets revealed that an elevated proportion of CD4+ T cells was related to better OS, while the proportion of CD8+ T cells was not. Conclusions We constructed a novel circulating immune biomarker that was capable of predicting OS and therapeutic efficacy for HCC patients undergoing ICI and lenvatinib combination therapy.
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Affiliation(s)
- De-Zhen Guo
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Shi-Yu Zhang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - San-Yuan Dong
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Medical Imaging, Shanghai, China
| | - Jia-Yan Yan
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yu-Peng Wang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ya Cao
- Cancer Research Institute, Central South University, Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Changsha, China
| | - Sheng-Xiang Rao
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Medical Imaging, Shanghai, China
| | - Jia Fan
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China.,Institute of Biomedical Sciences, Fudan University, Shanghai, China
| | - Xin-Rong Yang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ao Huang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jian Zhou
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China.,Institute of Biomedical Sciences, Fudan University, Shanghai, China.,State Key Laboratory of Genetic Engineering, Fudan University, Shanghai, China
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Yin Z, Chen D, Liang S, Li X. Neoadjuvant Therapy for Hepatocellular Carcinoma. J Hepatocell Carcinoma 2022; 9:929-946. [PMID: 36068876 PMCID: PMC9441170 DOI: 10.2147/jhc.s357313] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 06/15/2022] [Indexed: 12/24/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is characterized by low resection and high postoperative recurrence rates, and conventional treatment strategies have failed to meet clinical needs. Neoadjuvant therapy (NAT) is widely employed in the routine management of several solid tumors because it increases resectability and reduces the rate of postoperative recurrence. However, a consensus has not been reached regarding the effects of NAT on HCC. As systemic therapy, particularly targeted therapy and immunotherapy, is given for HCC treatment, accumulating evidence shows that the “spring” of NAT for HCC is imminent. In the future, HCC researchers should focus on identifying biomarkers for treatment response, explore the mechanisms of resistance, and standardize the endpoints of NAT.
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Affiliation(s)
- Zongyi Yin
- Department of Hepatobiliary Surgery, Shenzhen University General Hospital, Shenzhen University, Shenzhen, 518055, People’s Republic of China
- Guangdong Provincial Key Laboratory of Regional Immunity and Diseases & Carson International Cancer, Shenzhen University, Shenzhen, 518055, People’s Republic of China
- Shenzhen University Clinical Medical Academy Center, Shenzhen University, Shenzhen, 518055, People’s Republic of China
| | - Dongying Chen
- Shenzhen University Clinical Medical Academy Center, Shenzhen University, Shenzhen, 518055, People’s Republic of China
- Department of Anesthesiology, Shenzhen University General Hospital, Shenzhen University, Shenzhen, 518055, People’s Republic of China
| | - Shuang Liang
- Department of Hepatobiliary Surgery, Shenzhen University General Hospital, Shenzhen University, Shenzhen, 518055, People’s Republic of China
| | - Xiaowu Li
- Department of Hepatobiliary Surgery, Shenzhen University General Hospital, Shenzhen University, Shenzhen, 518055, People’s Republic of China
- Guangdong Provincial Key Laboratory of Regional Immunity and Diseases & Carson International Cancer, Shenzhen University, Shenzhen, 518055, People’s Republic of China
- Shenzhen University Clinical Medical Academy Center, Shenzhen University, Shenzhen, 518055, People’s Republic of China
- Correspondence: Xiaowu Li, Department of Hepatobiliary Surgery, Shenzhen University General Hospital, Shenzhen University, Xueyuan AVE 1098, Nanshan District, Shenzhen, Guangdong, People’s Republic of China, Tel +86 755 2183 8184, Email
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Li L, Li X, Li W, Ding X, Zhang Y, Chen J, Li W. Prognostic models for outcome prediction in patients with advanced hepatocellular carcinoma treated by systemic therapy: a systematic review and critical appraisal. BMC Cancer 2022; 22:750. [PMID: 35810271 PMCID: PMC9270753 DOI: 10.1186/s12885-022-09841-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 06/29/2022] [Indexed: 11/22/2022] Open
Abstract
Objective To describe and analyze the predictive models of the prognosis of patients with hepatocellular carcinoma (HCC) undergoing systemic treatment. Design Systematic review. Data sources PubMed and Embase until December 2020 and manually searched references from eligible articles. Eligibility criteria for study selection The development, validation, or updating of prognostic models of patients with HCC after systemic treatment. Results The systematic search yielded 42 eligible articles: 28 articles described the development of 28 prognostic models of patients with HCC treated with systemic therapy, and 14 articles described the external validation of 32 existing prognostic models of patients with HCC undergoing systemic treatment. Among the 28 prognostic models, six were developed based on genes, of which five were expressed in full equations; the other 22 prognostic models were developed based on common clinical factors. Of the 28 prognostic models, 11 were validated both internally and externally, nine were validated only internally, two were validated only externally, and the remaining six models did not undergo any type of validation. Among the 28 prognostic models, the most common systemic treatment was sorafenib (n = 19); the most prevalent endpoint was overall survival (n = 28); and the most commonly used predictors were alpha-fetoprotein (n = 15), bilirubin (n = 8), albumin (n = 8), Child–Pugh score (n = 8), extrahepatic metastasis (n = 7), and tumor size (n = 7). Further, among 32 externally validated prognostic models, 12 were externally validated > 3 times. Conclusions This study describes and analyzes the prognostic models developed and validated for patients with HCC who have undergone systemic treatment. The results show that there are some methodological flaws in the model development process, and that external validation is rarely performed. Future research should focus on validating and updating existing models, and evaluating the effects of these models in clinical practice. Systematic review registration PROSPERO CRD42020200187. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-09841-5.
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Affiliation(s)
- Li Li
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China
| | - Xiaomi Li
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China
| | - Wendong Li
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China
| | - Xiaoyan Ding
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China
| | - Yongchao Zhang
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China
| | - Jinglong Chen
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China.
| | - Wei Li
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China.
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Prognostic significance of cachexia index in patients with advanced hepatocellular carcinoma treated with systemic chemotherapy. Sci Rep 2022; 12:7647. [PMID: 35538112 PMCID: PMC9090914 DOI: 10.1038/s41598-022-11736-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 04/26/2022] [Indexed: 12/12/2022] Open
Abstract
Cancer cachexia affects quality of life, response to chemotherapy, and survival in many advanced cancer patients. The aim of this study was to evaluate the prognostic value of pretreatment cachexia index (CXI) in patients with advanced hepatocellular carcinoma (HCC) treated with systematic chemotherapy. Patients with advanced HCC treated with lenvatinib therapy between October 2018 and October 2020 were retrospectively studied. The CXI was calculated as (L3 skeletal muscle index) × (serum albumin)/(neutrophil-to-lymphocyte ratio). The association with treatment response and early adverse events within the first two months of lenvatinib therapy was investigated. Overall survival (OS) and progression-free survival (PFS) were estimated using the Kaplan–Meier method with log-rank test. Multivariable Cox regression was used to identify the predictors of survival. A total of 116 patients (median age: 60, male: 84.5% ) with calculated CXI. They divided into two groups: high CXI (≥ 53, n = 82) and low CXI (< 53, n = 34). Patients with low CXI had a significantly lower disease control rate (61.8% vs. 89.0%, p = 0.001) and a shorter median OS (8.0 [95% CI 6.2–9.8] vs. 12.3 [95% CI 10.1–14.4] months, p = 0.002) than those with high CXI. In multivariable analysis, low CXI was independently associated with shorter OS (HR: 2.07, 95% CI: 1.17–3.65, p = 0.01) and PFS (HR: 1.84, 95% CI: 1.09–3.09, p = 0.02). Of note, during the first two months of lenvatinib therapy, anorexia (41.2% vs. 22.0%, p = 0.04) developed more frequently among patients with low CXI than those with high CXI. The CXI may be a clinically useful index for predicting poor treatment response and prognosis in patients with advanced HCC undergoing lenvatinib treatment.
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Op den Winkel M, Nagel D, Seidensticker M, De Toni EN, Merz J, Op den Winkel J, Öcal O, Stecher SS, Bourhis H, Malfertheiner P, Mayerle J, Ricke J, Kolligs FT. Development and External Validation of the Munich Sorafenib Evaluation Score for Hepatocellular Carcinoma. Dig Dis 2022; 41:268-281. [PMID: 35421865 DOI: 10.1159/000524336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 03/21/2022] [Indexed: 02/02/2023]
Abstract
INTRODUCTION In recent years, increasing options for systemic HCC treatment have become available. The development of therapy-specific prognostic scores has been encouraged. Tailoring therapy to individual patients requires prognostic scores for treatment success in addition to the Barcelona-Clinic-Liver-Cancer (BCLC) classification. We have developed and validated a prognostic score for patients treated with sorafenib. METHODS Prognostic factors identified in a multivariate analysis of 108 sorafenib patients were used to construct the Munich Sorafenib Evaluation (M-SE) score. M-SE and 9 established HCC prognostic systems were ranked according to concordance-index and AIC. External M-SE validation was performed in an independent HCC sorafenib cohort (n = 101) derived from the prospective multicenter randomized controlled SORAMIC trial. RESULTS Ascites (p < 0.0001; HR 2.923), tumor burden ≥50% of the liver (p = 0.0033; HR 1.946), and GOT (p < 0.0001; HR 1.716) were identified as independent prognostic parameters. All three M-SE stages were characterized by significantly different survival times (p < 0.0001). M-SE stage-A patients had a median OS of 18.7 months (95% CI: 15.6-21.8); patients in stage B and C showed a significantly shorter survival of 5.7 (2.7-8.7) and 2.0 months (1.6-2.4), respectively. M-SE (c-index 0.70; AIC 621) outperformed all other prognostic systems. External validation in a prospective cohort confirmed its superior prognostic performance. CONCLUSION The M-SE score allows classification of sorafenib patients in three distinct prognostic stages. Provided that M-SE successfully passes prospective validation, it can help to predict the outcome of patients evaluated for sorafenib treatment.
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Affiliation(s)
- Mark Op den Winkel
- Department of Medicine II, Liver Center Munich, University Hospital, LMU Munich, Munich, Germany
| | - Dorothea Nagel
- Institute of Laboratory Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Max Seidensticker
- Department of Clinical Radiology, University Hospital, LMU Munich, Munich, Germany
| | - Enrico N De Toni
- Department of Medicine II, Liver Center Munich, University Hospital, LMU Munich, Munich, Germany
| | - Jessica Merz
- Department of Medicine II, Liver Center Munich, University Hospital, LMU Munich, Munich, Germany.,Department of Neurology, Inselspital, University Hospital Bern, Bern, Switzerland
| | - Jan Op den Winkel
- Department of Thoracic Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Osman Öcal
- Department of Clinical Radiology, University Hospital, LMU Munich, Munich, Germany
| | | | - Hélène Bourhis
- Department of Medicine II, Liver Center Munich, University Hospital, LMU Munich, Munich, Germany
| | - Peter Malfertheiner
- Department of Medicine II, Liver Center Munich, University Hospital, LMU Munich, Munich, Germany
| | - Julia Mayerle
- Department of Medicine II, Liver Center Munich, University Hospital, LMU Munich, Munich, Germany
| | - Jens Ricke
- Department of Clinical Radiology, University Hospital, LMU Munich, Munich, Germany
| | - Frank T Kolligs
- Department of Medicine II, Liver Center Munich, University Hospital, LMU Munich, Munich, Germany.,Department of Internal Medicine and Gastroenterology, Helios-Klinikum Berlin-Buch, Berlin, Germany
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Song S, Bai M, Li X, Gong S, Yang W, Lei C, Tian H, Si M, Hao X, Guo T. Early Predictive Value of Circulating Biomarkers for Sorafenib in Advanced Hepatocellular Carcinoma. Expert Rev Mol Diagn 2022; 22:361-378. [PMID: 35234564 DOI: 10.1080/14737159.2022.2049248] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Sorafenib is currently the first-line therapeutic regimen for patients with advanced hepatocellular carcinoma (HCC). However, many patients did not experience any benefit and suffered extreme adverse events and heavy economic burden. Thus, the early identification of patients who are most likely to benefit from sorafenib is needed. AREAS COVERED This review focused on the clinical application of circulating biomarkers (including conventional biomarkers, immune biomarkers, genetic biomarkers, and some novel biomarkers) in advanced HCC patients treated with sorafenib. An online search on PubMed, Web of Science, Embase, and Cochrane Library was conducted from the inception to Aug 15, 2021. Studies investigating the predictive or prognostic value of these biomarkers were included. EXPERT OPINION The distinction of patients who may benefit from sorafenib treatment is of utmost importance. The predictive roles of circulating biomarkers could solve this problem. Many biomarkers can be obtained by liquid biopsy, which is a less or non-invasive approach. The short half-life of sorafenib could reflect the dynamic changes of tumor progression and monitor the treatment response. Circulating biomarkers obtained from liquid biopsy resulted as a promising assessment method in HCC, allowing for better treatment decisions in the near future.
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Affiliation(s)
- Shaoming Song
- The First Clinical Medical College of Lanzhou University, Lanzhou, China.,Department of General Surgery, Gansu Provincial Hospital, Lanzhou, China
| | - Mingzhen Bai
- The First Clinical Medical College of Lanzhou University, Lanzhou, China
| | - Xiaofei Li
- Department of General Surgery, Gansu Provincial Hospital, Lanzhou, China
| | - Shiyi Gong
- Department of General Surgery, Gansu Provincial Hospital, Lanzhou, China.,School of Basic Medical Sciences, Evidence-Based Medicine Center, Lanzhou University, Lanzhou, China
| | - Wenwen Yang
- The First Clinical Medical College of Lanzhou University, Lanzhou, China.,School of Basic Medical Sciences, Evidence-Based Medicine Center, Lanzhou University, Lanzhou, China
| | - Caining Lei
- Department of General Surgery, Gansu Provincial Hospital, Lanzhou, China.,School of Basic Medical Sciences, Evidence-Based Medicine Center, Lanzhou University, Lanzhou, China
| | - Hongwei Tian
- The First Clinical Medical College of Lanzhou University, Lanzhou, China.,Department of General Surgery, Gansu Provincial Hospital, Lanzhou, China.,Key Laboratory of Molecular Diagnostics, and Precision Medicine of Surgical Oncology in Gansu Province, Lanzhou, China
| | - Moubo Si
- Department of General Surgery, Gansu Provincial Hospital, Lanzhou, China.,Key Laboratory of Molecular Diagnostics, and Precision Medicine of Surgical Oncology in Gansu Province, Lanzhou, China
| | - Xiangyong Hao
- Department of General Surgery, Gansu Provincial Hospital, Lanzhou, China.,Key Laboratory of Molecular Diagnostics, and Precision Medicine of Surgical Oncology in Gansu Province, Lanzhou, China
| | - Tiankang Guo
- The First Clinical Medical College of Lanzhou University, Lanzhou, China.,Key Laboratory of Molecular Diagnostics, and Precision Medicine of Surgical Oncology in Gansu Province, Lanzhou, China
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9
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Lyu N, Wang X, Li JB, Lai JF, Chen QF, Li SL, Deng HJ, He M, Mu LW, Zhao M. Arterial Chemotherapy of Oxaliplatin Plus Fluorouracil Versus Sorafenib in Advanced Hepatocellular Carcinoma: A Biomolecular Exploratory, Randomized, Phase III Trial (FOHAIC-1). J Clin Oncol 2021; 40:468-480. [PMID: 34905388 DOI: 10.1200/jco.21.01963] [Citation(s) in RCA: 96] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
PURPOSE Interventional hepatic arterial infusion chemotherapy of infusional fluorouracil, leucovorin, and oxaliplatin (HAIC-FO) displayed an encouraging safety profile and antitumor activity in a previous phase II trial and a propensity-score-matching study involving patients with locally advanced hepatocellular carcinoma (HCC). METHODS In this open-label, phase III trial, patients with advanced HCC, previously untreated with systemic therapy, were randomly assigned in a 1:1 ratio to receive HAIC-FO or sorafenib. The primary end point was overall survival (OS) in the intention-to-treat population. An exploratory model for predicting the efficacy of HAIC-FO on the basis of genomic sequencing was developed. RESULTS Between May 2017 and May 2020, 262 patients were randomly assigned. The median tumor size was 11.2 cm (interquartile range, 8.5-13.7 cm). Macrovascular invasion was present in 65.6%, and the percentage of patients with > 50% tumor volume involvement of the liver and/or Vp-4 portal vein tumor thrombosis was 49.2%. At data cutoff (October 31, 2020), median OS was 13.9 months for HAIC-FO and 8.2 for sorafenib (hazard ratio [HR] 0.408; 95% CI, 0.301 to 0.552; P < .001). Tumor downstaging occurred in 16 (12.3% of 130) patients receiving HAIC-FO, including 15 receiving curative surgery or ablation, and finally achieving a median OS of 20.8 months, with a 1-year OS rate of 93.8%. In high-risk subpopulations, OS was significantly longer with HAIC-FO than with sorafenib (10.8 months v 5.7 months; HR 0.343; 95% CI, 0.219 to 0.538; P < .001). A newly developed 15-mutant-gene prediction model identified 83% of patients with response to HAIC-FO. HAIC-FO responders had longer OS than HAIC-FO nonresponders (19.3 months v 10.6 months; HR 0.323; 95% CI, 0.186 to 0.560; P = .002). CONCLUSION HAIC-FO achieved better survival outcomes than sorafenib in advanced HCC, even in association with a high intrahepatic disease burden.
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Affiliation(s)
- Ning Lyu
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group, Sun Yat-sen University Cancer Center, Guangzhou, China.,State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Xun Wang
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group, Sun Yat-sen University Cancer Center, Guangzhou, China.,State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Ji-Bin Li
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Clinical Trials Center, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Jin-Fa Lai
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group, Sun Yat-sen University Cancer Center, Guangzhou, China.,State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Qi-Feng Chen
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group, Sun Yat-sen University Cancer Center, Guangzhou, China.,State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Shao-Long Li
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group, Sun Yat-sen University Cancer Center, Guangzhou, China.,State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Hai-Jing Deng
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Meng He
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Lu-Wen Mu
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Ming Zhao
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group, Sun Yat-sen University Cancer Center, Guangzhou, China.,State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China.,Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
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10
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Predictive factors for long-term survival in patients with advanced hepatocellular carcinoma treated with sorafenib. Eur J Gastroenterol Hepatol 2021; 33:e114-e120. [PMID: 33177383 DOI: 10.1097/meg.0000000000001974] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND AND AIMS Sorafenib, used for advanced-stage hepatocellular carcinoma (HCC), has an overall survival (OS) of 10 months. However, some patients have better response and long-term survival (LTS). Aims to assess predictive factors for LTS. METHODS Retrospectively reviewed 77 advanced HCC patients, starting sorafenib treatment between 2007 and 2016, with LTS (OS ≥24 months) as primary endpoint. Univariate and multivariable analysis of clinical variables were performed in order to identify predictive factors for LTS. RESULTS Patients: seventy (90.9%) males; median age: 65 years (39-82). All had cirrhosis mostly HCV infection (n = 32, 41.6%). Majority were Child-Pugh class A (n = 50, 64.9%); median MELD-Na: 11 (6-30). Multinodular HCC: 74% (n = 57); portal vein invasion (PVI): 50.6% (n = 39); extrahepatic spread: 18.2% (n = 14). Median time between HCC diagnosis and sorafenib start: 3.3 months (0-37.6). Median OS: 13 months [95% confidence interval (CI) 8.2-17.8]. Twenty-five (32.5%) patients were considered LTS, with amedian OS: 52.3 months (95% CI 17.1-87.4). Multivariable analysis identified Child-Pugh class A [odds ratio (OR) 11.1, 95% CI 1.78-69.54] and absence of PVI (OR 7.88, 95% CI 1.56-39.8) as independent predictors of LTS. Sub-analysis of Child-Pugh class A: absence of PVI (OR 7.13, 95% CI 1.69-30.2) and alpha-fetoprotein <400 ng/ml (OR 5.82, 95% CI 1.18-28.75) independently related to LTS. CONCLUSION Despite global short median OS, sorafenib treatment is associated with longer than 2-year survival in a sub-group, more likely in compensated liver disease and absence of PVI.
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11
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Kolamunnage-Dona R, Berhane S, Potts H, Williams EH, Tanner J, Janowitz T, Hoare M, Johnson P. Sorafenib is associated with a reduced rate of tumour growth and liver function deterioration in HCV-induced hepatocellular carcinoma. J Hepatol 2021; 75:879-887. [PMID: 34052255 PMCID: PMC9158473 DOI: 10.1016/j.jhep.2021.05.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 04/29/2021] [Accepted: 05/06/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Sorafenib has been the standard of care for patients with advanced hepatocellular carcinoma and although immunotherapeutic approaches are now challenging this position, it retains an advantage in HCV-seropositive patients. We aimed to quantify the rate of tumour progression in patients receiving sorafenib and relate this figure to survival, both overall, and according to viral status. METHODS Using serial data from an international clinical trial we applied a joint model to combine survival and progression over time in order to estimate the rate of tumour growth as assessed by tumour burden and serum alpha-fetoprotein, and the impact of treatment on liver function. RESULTS High tumour burden at baseline was associated with an increased risk of death. In patients still alive at the end of the study, the progression in relation to tumour burden was very low compared to those who died within the study. Overall, the change in mean tumour burden was 0.12 mm per day or an absolute growth rate of 3.6 mm/month. Median doubling time was 665 days. For those who progressed above 0.12 mm per day or the 12% rate, median survival was 234 days compared to 384 days if the rate was below 12%. Tumour growth rate and serum alpha-fetoprotein rise were significantly lower in those who were HCV seropositive as was the rate of decline in liver function. These results were replicated in 2 independent patient groups. CONCLUSION Our analysis suggests that sorafenib treatment is associated with improved survival in patients with advanced hepatocellular carcinoma mainly by decreasing the rate of tumour growth and liver function deterioration among patients with HCV infection. LAY SUMMARY Among patients receiving sorafenib for advanced hepatocellular carcinoma the rate of tumour growth (as assessed by changes in tumour size and the biomarker alpha-fetoprotein) and the deterioration of liver function is less in those who have the hepatitis C virus, than in those who do not.
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Affiliation(s)
| | - Sarah Berhane
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, UK; Institute of Applied Health Research, University of Birmingham, UK
| | - Harry Potts
- School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | | | - James Tanner
- Department of Radiology, University of Cambridge, Cambridge, UK
| | - Tobias Janowitz
- CRUK Cambridge Institute, University of Cambridge, Cambridge, UK; Cold Spring Harbor Laboratory, NY, USA; Northwell Health Cancer Institute, NY, USA
| | - Matthew Hoare
- CRUK Cambridge Institute, University of Cambridge, Cambridge, UK; Department of Medicine, University of Cambridge, Cambridge, UK
| | - Philip Johnson
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, UK.
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12
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Comparison of prognostic models in advanced hepatocellular carcinoma patients undergoing Sorafenib: A multicenter study. Dig Liver Dis 2021; 53:1011-1019. [PMID: 33353858 DOI: 10.1016/j.dld.2020.12.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 11/30/2020] [Accepted: 12/02/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Sorafenib is the gold standard therapy for the advanced hepatocellular carcinoma (HCC). No scoring/staging is universally accepted to predict the survival of these patients. AIMS To evaluate the accuracy of the available prognostic models for HCC to predict the survival of advanced HCC patients treated with Sorafenib included in the Italian Liver Cancer (ITA.LI.CA.) multicenter cohort. METHODS The performance of several prognostic scores was assessed through a Cox regression-model evaluating the C-index and the Akaike Information Criterion (AIC). RESULTS Data of 1129 patients were analyzed. The mean age of patients was 61.6 years, and 80.8% were male. During a median follow-up period of 13 months, 789 patients died. The median period of Sorafenib administration was 4 months. All the prognostic scores were able to predict the overall survival (p<0.001) at univariate analysis, except the Albumin-Bilirubin score. The Italian Liver Cancer score (CLIP) yielded the highest accuracy (C-index 0.604, AIC 9898), followed by the ITA.LI.CA. prognostic score (C-index 0.599, AIC 9915). CONCLUSIONS The CLIP score had the highest accuracy in predicting the overall survival of HCC patients treated with Sorafenib, although its performance remained poor. Further studies are needed to refine the current ability to predict the outcome of HCC patients undergoing Sorafenib.
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13
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Long HY, Huang TY, Xie XY, Long JT, Liu BX. Treatment strategies for hepatocellular carcinoma with extrahepatic metastasis. World J Clin Cases 2021; 9:5754-5768. [PMID: 34368295 PMCID: PMC8316954 DOI: 10.12998/wjcc.v9.i21.5754] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 04/20/2021] [Accepted: 05/25/2021] [Indexed: 02/06/2023] Open
Abstract
Extrahepatic metastasis (EHM) of hepatocellular carcinoma (HCC) has increasingly been seen due to improved survival with effective management of intrahepatic lesions. The presence of EHM indicates an advanced stage of HCC, for which systemic therapy serves as the standard treatment modality. Since the approval of Sorafenib as the first systemic agent in 2007, it took almost a decade to show its efficacy in both first and further lines of setting until the landscape of systemic drugs was finally expanded. Moreover, with inspiring results from immunotherapy trials in HCC, it appears that the introduction of immunotherapy may lead to an evolution in the portfolio of HCC treatment. Although the locoregional approach in the management of EHM is not recommended for advanced-stage HCC, efforts have been made to demonstrate its efficacy in symptom relief and potential benefit for overall survival. This review provides a summary of recent updates of the systemic agents in the treatment of advanced HCC, with an emphasis on aggressive locoregional management of EHM by various treatment modalities.
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Affiliation(s)
- Hai-Yi Long
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510080, Guangdong Province, China
| | - Tong-Yi Huang
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510080, Guangdong Province, China
| | - Xiao-Yan Xie
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510080, Guangdong Province, China
| | - Jian-Ting Long
- Department of Medical Oncology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, Guangdong Province, China
| | - Bao-Xian Liu
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510080, Guangdong Province, China
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14
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Dahiya M, Dureja H. Sorafenib for hepatocellular carcinoma: potential molecular targets and resistance mechanisms. J Chemother 2021; 34:286-301. [PMID: 34291704 DOI: 10.1080/1120009x.2021.1955202] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Hepatocellular carcinoma (HCC) is the most widespread typical therapy-resistant, unresectable type of malignant solid tumour with a high death rate constituting huge medical concern. Sorafenib is a small molecule oral multi-target kinase potent inhibitor that acts by suppressing/blocking the multiplication of the tumour cells, angiogenesis, and encouraging apoptosis of the tumour cells. Though, the precise mechanism of tumour cell death induction by sorafenib is yet under exploration. Furthermore, genetic heterogeneity plays a critical role in developing sorafenib resistance, which leads the way to identify the need for predictive biomarkers responsible for drug resistance. Therefore, it is essential to find out the fundamental resistance mechanisms to expand therapeutic plans. The authors summarize the molecular concepts of resistance, progression, potential molecular targets, HCC management therapies, and discussion on the advancements expected in the coming future, inclusive of biomarker-driven treatment strategies, which may provide the prospects to design innovative therapeutically targeted strategies for the HCC treatment and the clinical implementation of emerging targeted agents.
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Affiliation(s)
- Mandeep Dahiya
- Department of Pharmaceutical Sciences, Maharshi Dayanand University, Rohtak, India
| | - Harish Dureja
- Department of Pharmaceutical Sciences, Maharshi Dayanand University, Rohtak, India
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15
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Boilève A, Hilmi M, Delaye M, Tijeras-Raballand A, Neuzillet C. Biomarkers in Hepatobiliary Cancers: What is Useful in Clinical Practice? Cancers (Basel) 2021; 13:2708. [PMID: 34070929 PMCID: PMC8198554 DOI: 10.3390/cancers13112708] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Revised: 05/25/2021] [Accepted: 05/27/2021] [Indexed: 12/24/2022] Open
Abstract
Hepatocellular carcinoma (HCC) and biliary tract cancers (BTC) exhibit a poor prognosis with 5-year overall survival rates around 15%, all stages combined. Most of these primary liver malignancies are metastatic at diagnostic, with only limited therapeutic options, relying mainly on systemic therapies. Treatment modalities are different yet partially overlapping between HCC and BTC. The complex molecular profile of BTC yields to several actionable therapeutic targets, contrary to HCC that remains the field of antiangiogenic drugs in non-molecularly selected patients. Immunotherapy is now validated in the first line in HCC in combination with bevacizumab, while clinical activity of single agent immunotherapy appears limited to a subset of patients in BTC, still poorly characterized, and combinations are currently under investigation. In this review, we provide a critical evaluation and grading of clinical relevance on (i) the main prognostic biomarkers in HCC and BTC, (ii) the main theragnostic biomarkers in both tumors, and lastly (iii) what is recommended in clinical practice.
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Affiliation(s)
- Alice Boilève
- Gustave Roussy, Département de Médecine Oncologique, 94805 Villejuif, France;
- GERCOR Group, 151 rue du Faubourg Saint-Antoine, 75011 Paris, France; (M.H.); (M.D.); (A.T.-R.)
| | - Marc Hilmi
- GERCOR Group, 151 rue du Faubourg Saint-Antoine, 75011 Paris, France; (M.H.); (M.D.); (A.T.-R.)
- Département de Médecine Oncologique, Curie Institute, 92210 Saint-Cloud, France
| | - Matthieu Delaye
- GERCOR Group, 151 rue du Faubourg Saint-Antoine, 75011 Paris, France; (M.H.); (M.D.); (A.T.-R.)
- Département de Médecine Oncologique, Curie Institute, 92210 Saint-Cloud, France
| | - Annemilaï Tijeras-Raballand
- GERCOR Group, 151 rue du Faubourg Saint-Antoine, 75011 Paris, France; (M.H.); (M.D.); (A.T.-R.)
- OncoMEGA, 75010 Paris, France
| | - Cindy Neuzillet
- GERCOR Group, 151 rue du Faubourg Saint-Antoine, 75011 Paris, France; (M.H.); (M.D.); (A.T.-R.)
- Département de Médecine Oncologique, Curie Institute, 92210 Saint-Cloud, France
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16
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Marasco G, Poggioli F, Colecchia A, Cabibbo G, Pelizzaro F, Giannini EG, Marinelli S, Rapaccini GL, Caturelli E, Di Marco M, Biasini E, Marra F, Morisco F, Foschi FG, Zoli M, Gasbarrini A, Svegliati Baroni G, Masotto A, Sacco R, Raimondo G, Azzaroli F, Mega A, Vidili G, Brunetto MR, Nardone G, Alemanni LV, Dajti E, Ravaioli F, Festi D, Trevisani F. A Nomogram-Based Prognostic Model for Advanced Hepatocellular Carcinoma Patients Treated with Sorafenib: A Multicenter Study. Cancers (Basel) 2021; 13:2677. [PMID: 34072309 PMCID: PMC8199276 DOI: 10.3390/cancers13112677] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/17/2021] [Accepted: 05/26/2021] [Indexed: 12/14/2022] Open
Abstract
Among scores and staging systems used for HCC, none showed a good prognostic ability in patients with advanced HCC treated with Sorafenib. We aimed to evaluate predictive factors of overall survival (OS) and drug response in HCC patients undergoing Sorafenib included in the Italian Liver Cancer (ITA.LI.CA.) multicenter cohort. Patients in the ITA.LI.CA database treated with Sorafenib and updated on 30 June 2019 were included. Demographic and clinical data before starting Sorafenib treatment were considered. For the evaluation of predictive factors for OS, a time-dependent Cox proportional hazard model was used. A total of 1107 patients were included in our analysis. The mean age was 64.3 years and 81.7% were male. Most patients were staged as BCLC B (205, 18.9%) or C (706, 65.1%). The median time of Sorafenib administration was 4 months (interquartile range (IQR) 2-12), and the median OS was 10 months (IQR: 4-20). A total of 263 patients (33.8%) out of 780 with available evaluation experienced objective tumoral response to Sorafenib. The Eastern Cooperative Oncology Group (ECOG) Performance Status (PS) (hazard ratio (HR) 1.284), maximum tumoral diameter (HR 1.100), plasma total bilirubin (HR 1.119), aspartate amino transferase assessed as multiple of the upper normal value (HR 1.032), alpha-fetoprotein ≥200 ng/mL (HR 1.342), hemoglobin (HR 0.903) and platelet count (HR 1.002) were associated with OS at multivariate Cox regression analysis. Drug response was predicted by maximum tumoral diameter and platelet count. A novel prognostic nomogram for patients undergoing Sorafenib is hereby proposed. The novelty introduced is the comprehensive patient's assessment using common markers of patient's general status, liver damage and function and HCC biology. Further studies are required to test its accuracy and provide external validation.
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Affiliation(s)
- Giovanni Marasco
- Division of Internal Medicine and Digestive Pathophysiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
| | - Francesco Poggioli
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
| | - Antonio Colecchia
- Gastroenterology Unit, Borgo Trento University Hospital Verona, 37126 Verona, Italy;
| | - Giuseppe Cabibbo
- Gastroenterology & Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, PROMISE, University of Palermo, 90133 Palermo, Italy;
| | - Filippo Pelizzaro
- Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University of Padua, 35124 Padua, Italy;
| | - Edoardo Giovanni Giannini
- Gastroenterology Unit, Department of Internal Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy;
| | - Sara Marinelli
- Division of Internal Medicine, Hepatobiliary and Immunoallergologic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Gian Ludovico Rapaccini
- Division of Internal Medicine and Gastroenterology, Complesso Integrato Columbus, Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
| | | | | | - Elisabetta Biasini
- Unit of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, 43126 Parma, Italy;
| | - Fabio Marra
- Internal Medicine and Hepatology Unit, Department of Experimental and Clinical Medicine, University of Firenze, 50139 Florence, Italy;
| | - Filomena Morisco
- Gastroenterology Unit, Department of Clinical Medicine and Surgery, University of Napoli “Federico II”, 80138 Napoli, Italy;
| | | | - Marco Zoli
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Internal Medicine, Neurovascular and Hepatometabolic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Antonio Gasbarrini
- Division of Internal Medicine and Gastroenterology, Policlinico Gemelli, Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
| | | | - Alberto Masotto
- Gastroenterology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar, 37024 Verona, Italy;
| | - Rodolfo Sacco
- Gastroenterology and Digestive Endoscopy Unit, Foggia University Hospital, 71100 Foggia, Italy;
| | - Giovanni Raimondo
- Division of Clinical and Molecular Hepatology, University of Messina, 98124 Messina, Italy;
| | - Francesco Azzaroli
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Gastroenterology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Andrea Mega
- Division of Gastroenterology, Bolzano Regional Hospital, 39100 Bolzano, Italy;
| | - Gianpaolo Vidili
- U.O.C. Clinica Medica, Department of Medical, Surgical and Experimental Sciences, University of Sassari, Azienda Ospedaliero-Universitaria di Sassari, 07100 Sassari, Italy;
| | - Maurizia Rossana Brunetto
- Hepatology and Liver Physiopathology Laboratory and Internal Medicine, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy;
| | - Gerardo Nardone
- Hepato-Gastroenterology Unit, Department of Clinical Medicine and Surgery, University of Naples “Federico II”, 80138 Naples, Italy;
| | - Luigina Vanessa Alemanni
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Gastroenterology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Elton Dajti
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Gastroenterology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Federico Ravaioli
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
| | - Davide Festi
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
| | - Franco Trevisani
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Semeiotics, Department of Medical and Surgical Sciences, University of Bologna, 40138 Bologna, Italy
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17
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Sequential Treatment of Sorafenib-Regorafenib Versus Sorafenib-Physician's Choice: A Propensity Score-Matched Analysis. Target Oncol 2021; 16:401-410. [PMID: 33646487 DOI: 10.1007/s11523-021-00797-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/03/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Regorafenib has been shown to improve clinical outcomes compared to placebo, becoming a standard second-line therapy for sorafenib-progressed and -tolerated hepatocellular carcinoma (HCC) patients. OBJECTIVE We performed a multicentre, retrospective study in Italy and Korea to evaluate the effectiveness of the treatment sequence sorafenib-regorafenib compared with sorafenib and physician's choice in a real-life setting. PATIENTS AND METHODS A propensity score model was developed to control the results for baseline variable imbalances between the arm treated with sorafenib and regorafenib (S-R) and the arm treated with sorafenib and physician's choice (S-P). Survival analysis was conducted on the matched population. RESULTS After the application of propensity score matching, we analysed 99 patients in the arm treated with S-R and 99 patients in the arm treated with S-P. For the S-R group, the median overall survival was 22.2 months (95% CI 17.1-27.4), compared to 17.9 months (95% CI 15.1-50.0) for the S-P group. The results of the univariate analysis showed a 31% reduction of death risk for patients treated with S-R (p = 0.0382) compared to patients treated with S-P. Interaction tests highlighted the predictive role of alpha-fetoprotein (AFP), neutrophil-to-lymphocyte ratio (NLR), and extrahepatic spread. CONCLUSION This study provides additional proof of the superiority of the S-R treatment over the S-P treatment approach in advanced HCC patients from a real-life setting.
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Sansone V, Tovoli F, Casadei-Gardini A, Di Costanzo GG, Magini G, Sacco R, Pressiani T, Trevisani F, Rimini M, Tortora R, Nardi E, Ielasi L, Piscaglia F, Granito A. Comparison of Prognostic Scores in Patients With Hepatocellular Carcinoma Treated With Sorafenib. Clin Transl Gastroenterol 2021; 12:e00286. [PMID: 33443944 PMCID: PMC7808555 DOI: 10.14309/ctg.0000000000000286] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 11/06/2020] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION Prognostic classifications for patients treated with sorafenib for hepatocellular carcinoma (HCC) facilitate stratification in trials and inform clinical decision making. Recently, 3 different prognostic models (hepatoma arterial-embolization prognosis [HAP] score, sorafenib advanced HCC prognosis [SAP] score, and Prediction Of Survival in Advanced Sorafenib-treated HCC [PROSASH]-II) have been proposed specifically for patients treated with sorafenib. This study aimed to compare the prognostic performance of different scores. METHODS We analyzed a large prospective database gathering data of 552 patients treated with sorafenib from 7 Italian centers. The performance of the HAP, SAP, and PROSASH-II models were compared with those of generic HCC prognostic models (including the Barcelona Clinic for Liver Cancer and Italian Liver Cancer staging systems, albumin-bilirubin grade, and Child-Pugh score) to verify whether they could provide additional information. RESULTS The PROSASH-II model improved discrimination (C-index 0.62) compared with existing prognostic scores (C-index ≤0.59). Its stratification significantly discriminated patients, with a median overall survival of 21.5, 15.3, 9.3, and 6.0 months for risk group 1, 2, 3, and 4, respectively. The HAP and SAP score were also validated but with a poorer performance compared with the PROSASH-II. DISCUSSION Although suboptimal, PROSASH-II is the most effective prognostic classification model among other available scores in a large Italian population of patients treated with sorafenib.
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Affiliation(s)
- Vito Sansone
- Division of Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italia
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Francesco Tovoli
- Division of Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italia
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Andrea Casadei-Gardini
- Department of Medical Oncology, Università Vita-Salute, San Raffaele Hospital IRCCS, Milan, Italy
- Dipartimento di Oncologia, IRCCS Ospedale San Raffaele, Milan, Italy
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy
- Unit of Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | | | - Giulia Magini
- Department of Gastroenterology and Transplant Hepatology, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Rodolfo Sacco
- Gastroenterology Unit, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
- Gastroenterology and Digestive Endoscopy Unit, Foggia University Hospital, Foggia, Italy
| | - Tiziana Pressiani
- Medical Oncology and Hematology Unit, Humanitas Clinical and Research Center, Rozzano (Milan), Italy
| | - Franco Trevisani
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
- Semeiotica Medica, Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italia
| | - Margherita Rimini
- Division of Oncology, Department of Oncology and Hematology, University of Modena and Reggio Emilia, Modena, Italy
| | - Raffaella Tortora
- Dipartimento di Oncologia, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Elena Nardi
- Division of Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italia
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Luca Ielasi
- Division of Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italia
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Fabio Piscaglia
- Division of Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italia
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Alessandro Granito
- Division of Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italia
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
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Galle PR, Dufour JF, Peck-Radosavljevic M, Trojan J, Vogel A. Systemic therapy of advanced hepatocellular carcinoma. Future Oncol 2020; 17:1237-1251. [PMID: 33307782 DOI: 10.2217/fon-2020-0758] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
For a decade, sorafenib remained the only approved first-line treatment and standard of care for advanced hepatocellular carcinoma. The treatment landscape has been evolving rapidly over the past 2 years with the approval of additional first-and second-line systemic treatments, most of which are targeted therapies. The expected approval of immunotherapies constitutes a paradigm shift: for the first time in years, a checkpoint inhibitor in combination with a VEGF antibody recently outperformed sorafenib with regards to efficacy. The wider availability of systemic therapies increases the chance for longer overall survival but raises new questions concerning the role of local options, treatment choice and sequential treatment. Following an expert discussion at the German Cancer Congress 2020 in Berlin, this article aims to summarize the current evidence on and experience of treatment choice and sequence in first- and second-line therapy.
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Affiliation(s)
- Peter R Galle
- Department of Internal Medicine, University Medical Center Mainz, 55131, Mainz, Rheinland-Pfalz, Germany
| | | | - Markus Peck-Radosavljevic
- Klagenfurt am Wörthersee Hospital, 3 Internal Medicine & Gastroenterology, Hepatology, Endocrinology, Rheumatology & Nephrology, Klagenfurt, Austria
| | - Jörg Trojan
- Hospital of the Goethe University Frankfurt Center of Internal Medicine, Frankfurt am Main, Hessen, Germany
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Zhang T, Zhang L, Xu Y, Lu X, Zhao H, Yang H, Sang X. Neoadjuvant therapy and immunotherapy strategies for hepatocellular carcinoma. Am J Cancer Res 2020; 10:1658-1667. [PMID: 32642282 PMCID: PMC7339264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Accepted: 05/19/2020] [Indexed: 06/11/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most common cancers with high mortality rate worldwide. Due to aggressive and invasive characteristics of HCC, poor prognosis is often displayed at advanced stages while therapeutic options are limited. Liver resection is still an essential curative-intent treatment in HCC management, while locoregional and systematic therapies made promising advances that may improve the proportion and outcomes of patients who are surgical candidates. In this review, we discussed status of currently available neoadjuvant treatments aimed at improving resectability and reducing recurrence rates. More than ever, in order to implement this therapeutic concepts and exploit the full potential of neoadjuvant treatment strategies, it is of utmost importance to use more high-level evidence to guide treatment decision making. Unfortunately, the use of preoperative treatments is not sponsored by tough evidence and consensus guidelines are absent.
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Affiliation(s)
- Ting Zhang
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital Beijing, China
| | - Lei Zhang
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital Beijing, China
| | - Yiyao Xu
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital Beijing, China
| | - Xin Lu
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital Beijing, China
| | - Haitao Zhao
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital Beijing, China
| | - Huayu Yang
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital Beijing, China
| | - Xinting Sang
- Department of Liver Surgery, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Peking Union Medical College Hospital Beijing, China
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21
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Labeur TA, Berhane S, Johnson PJ. Response to: Prognostication of HCC patients under sorafenib is not always possible. Liver Int 2020; 40:1243-1244. [PMID: 31898390 DOI: 10.1111/liv.14335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/13/2023]
Affiliation(s)
- Tim A Labeur
- Department of Medical Oncology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Sarah Berhane
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Philip J Johnson
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, UK
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22
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Labeur TA, Berhane S, Edeline J, Blanc J, Bettinger D, Meyer T, Van Vugt JLA, Ten Cate DWG, De Man RA, Eskens FALM, Cucchetti A, Bonnett LJ, Van Delden OM, Klümpen H, Takkenberg RB, Johnson PJ. Improved survival prediction and comparison of prognostic models for patients with hepatocellular carcinoma treated with sorafenib. Liver Int 2020; 40:215-228. [PMID: 31579990 PMCID: PMC6973249 DOI: 10.1111/liv.14270] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 09/18/2019] [Accepted: 09/19/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND The 'Prediction Of Survival in Advanced Sorafenib-treated HCC' (PROSASH) model addressed the heterogeneous survival of patients with hepatocellular carcinoma (HCC) treated with sorafenib in clinical trials but requires validation in daily clinical practice. This study aimed to validate, compare and optimize this model for survival prediction. METHODS Patients treated with sorafenib for HCC at five tertiary European centres were retrospectively staged according to the PROSASH model. In addition, the optimized PROSASH-II model was developed using the data of four centres (training set) and tested in an independent dataset. These models for overall survival (OS) were then compared with existing prognostic models. RESULTS The PROSASH model was validated in 445 patients, showing clear differences between the four risk groups (OS 16.9-4.6 months). A total of 920 patients (n = 615 in training set, n = 305 in validation set) were available to develop PROSASH-II. This optimized model incorporated fewer and less subjective parameters: the serum albumin, bilirubin and alpha-foetoprotein, and macrovascular invasion, extrahepatic spread and largest tumour size on imaging. Both PROSASH and PROSASH-II showed improved discrimination (C-index 0.62 and 0.63, respectively) compared with existing prognostic scores (C-index ≤0.59). CONCLUSIONS In HCC patients treated with sorafenib, individualized prediction of survival and risk group stratification using baseline prognostic and predictive parameters with the PROSASH model was validated. The refined PROSASH-II model performed at least as good with fewer and more objective parameters. PROSASH-II can be used as a tool for tailored treatment of HCC in daily practice and to define pre-planned subgroups for future studies.
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Affiliation(s)
- Tim A. Labeur
- Cancer Center AmsterdamAmsterdamThe Netherlands,Department of Medical OncologyAmsterdam University Medical CentersUniversity of AmsterdamAmsterdamThe Netherlands,Department of Gastroenterology and HepatologyAmsterdam University Medical CentersUniversity of AmsterdamAmsterdamThe Netherlands,Department of Radiology and Nuclear MedicineAmsterdam University Medical CentersUniversity of AmsterdamAmsterdamThe Netherlands
| | - Sarah Berhane
- Department of BiostatisticsUniversity of LiverpoolLiverpoolUK
| | | | | | - Dominik Bettinger
- Department of Medicine IIMedical Center University of FreiburgFaculty of MedicineUniversity of FreiburgFreiburgGermany
| | - Tim Meyer
- UCL Cancer InstituteUniversity College LondonLondonUK
| | | | - David W. G. Ten Cate
- Department of SurgeryErasmus MC University Medical CenterRotterdamThe Netherlands
| | - Robert A. De Man
- Department of Gastroenterology and HepatologyErasmus MC University Medical CenterRotterdamThe Netherlands
| | - Ferry A. L. M. Eskens
- Department of Medical OncologyErasmus MC University Medical CenterRotterdamThe Netherlands
| | - Alessandro Cucchetti
- Department of Medical and Surgical SciencesAlma Mater StudiorumUniversity of BolognaBolognaItaly
| | | | - Otto M. Van Delden
- Department of Radiology and Nuclear MedicineAmsterdam University Medical CentersUniversity of AmsterdamAmsterdamThe Netherlands
| | - Heinz‐Josef Klümpen
- Department of Medical OncologyAmsterdam University Medical CentersUniversity of AmsterdamAmsterdamThe Netherlands
| | - R. Bart Takkenberg
- Department of Gastroenterology and HepatologyAmsterdam University Medical CentersUniversity of AmsterdamAmsterdamThe Netherlands
| | - Philip J. Johnson
- Department of Molecular and Clinical Cancer MedicineUniversity of LiverpoolLiverpoolUK
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23
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Caputo F, Dadduzio V, Tovoli F, Bertolini G, Cabibbo G, Cerma K, Vivaldi C, Faloppi L, Rizzato MD, Piscaglia F, Celsa C, Fornaro L, Marisi G, Conti F, Silvestris N, Silletta M, Lonardi S, Granito A, Stornello C, Massa V, Astara G, Delcuratolo S, Cascinu S, Scartozzi M, Casadei-Gardini A. The role of PNI to predict survival in advanced hepatocellular carcinoma treated with Sorafenib. PLoS One 2020; 15:e0232449. [PMID: 32379785 PMCID: PMC7205300 DOI: 10.1371/journal.pone.0232449] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Accepted: 04/15/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND AND AIMS The present study aims to investigate the role of the prognostic nutritional index (PNI) on survival in patients with advanced hepatocellular carcinoma (HCC) treated with sorafenib. METHODS This multicentric study included a training cohort of 194 HCC patients and three external validation cohorts of 129, 76 and 265 HCC patients treated with Sorafenib, respectively. The PNI was calculated as follows: 10 × serum albumin (g/dL) + 0.005 × total lymphocyte count (per mm3). Univariate and multivariate analyses were performed to investigate the association between the covariates and the overall survival (OS). RESULTS A PNI cut-off value of 31.3 was established using the ROC analysis. In the training cohort, the median OS was 14.8 months (95% CI 12-76.3) and 6.8 months (95% CI 2.7-24.6) for patients with a high (>31.3) and low (<31.3) PNI, respectively. At both the univariate and the multivariate analysis, low PNI value (p = 0.0004), a 1-unit increase of aspartate aminotransferase (p = 0.0001), and age > 70 years (p< 0.0038) were independent prognostic factors for OS. By performing the same multivariate analysis of the training cohort, the PNI <31.3 versus >31.3 was found to be an independent prognostic factor for predicting OS in all the three validation cohorts. CONCLUSIONS PNI represents a prognostic tool in advanced HCC treated with first-line Sorafenib. It is readily available and low-cost, and it could be implemented in clinical practice in patients with HCC.
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Affiliation(s)
- Francesco Caputo
- Division of Oncology, Department of Oncology and Hematology, University of Modena and Reggio Emilia, Modena, Italy
| | - Vincenzo Dadduzio
- Medical Oncology 1, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Francesco Tovoli
- Azienda Ospedaliera Universitaria S.Orsola-Malpighi Bologna, Bologna, Italy
| | | | - Giuseppe Cabibbo
- Section of Gastroenterology & Hepatology, PROMISE, University of Palermo, Palermo, Italy
| | - Krisida Cerma
- Division of Oncology, Department of Oncology and Hematology, University of Modena and Reggio Emilia, Modena, Italy
| | | | - Luca Faloppi
- Medical Oncology Unit, Macerata General Hospital, Macerata, Italy
| | - Mario Domenico Rizzato
- Medical Oncology 1, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
- Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - Fabio Piscaglia
- Azienda Ospedaliera Universitaria S.Orsola-Malpighi Bologna, Bologna, Italy
| | - Ciro Celsa
- Section of Gastroenterology & Hepatology, PROMISE, University of Palermo, Palermo, Italy
| | | | - Giorgia Marisi
- Medical Oncology Unit IRCSS-IRST Meldola, Meldola, Italy
| | - Fabio Conti
- Department of Internal Medicine, Degli Infermi Hospital, Faenza, Italy
| | - Nicola Silvestris
- Medical Oncology Unit, IRCCS Giovanni Paolo II Cancer Center, Bari, Italy
| | - Marianna Silletta
- Medical Oncology Department, Campus Biomedico, University of Rome, Rome, Italy
| | - Sara Lonardi
- Medical Oncology 1, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Alessandro Granito
- Azienda Ospedaliera Universitaria S.Orsola-Malpighi Bologna, Bologna, Italy
| | | | | | - Giorgio Astara
- Department of Medical Oncology, University of Cagliari, Cagliari, Italy
| | - Sabina Delcuratolo
- Medical Oncology Unit, IRCCS Giovanni Paolo II Cancer Center, Bari, Italy
| | - Stefano Cascinu
- Department of Medical Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Mario Scartozzi
- Department of Medical Oncology, University of Cagliari, Cagliari, Italy
| | - Andrea Casadei-Gardini
- Division of Oncology, Department of Oncology and Hematology, University of Modena and Reggio Emilia, Modena, Italy
- * E-mail:
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Vogel A, Saborowski A. Current strategies for the treatment of intermediate and advanced hepatocellular carcinoma. Cancer Treat Rev 2019; 82:101946. [PMID: 31830641 DOI: 10.1016/j.ctrv.2019.101946] [Citation(s) in RCA: 81] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 11/27/2019] [Indexed: 01/27/2023]
Abstract
Hepatocellular carcinoma (HCC) ranks among the most common cancers worldwide and remains to be a major global health care problem. Until 2007, no effective therapies were available for patients after failure of locoregional approaches, and the approval of sorafenib as the first systemic agent with efficacy in patients suffering from advanced HCC marked a new era in the treatment of this deadly disease. However, it took nearly 10 years until the portfolio of effective drugs finally expanded and additional substances showed activity in both first and further lines of treatment. Since their recent approval, these novel substances have substantially changed the field of palliative treatment strategies in patients with advanced HCC, and their sequential application has demonstrated their potential to significantly prolong patient survival in the palliative setting. With the recently communicated data from the first positive immuno-oncology trial in HCC, it appears highly likely that the implementation of IO concepts will result in a further improvement of patient prognosis. Although locoregional approaches remain an integral component of meaningful treatment concepts for patients with BCLC-B stage HCC, repetitive interventions bear the risk of a progressive deterioration of liver function. More than ever, in order to implement long-term therapeutic concepts and exploit the full potential of systemic treatment strategies, it is of utmost importance to maintain a fine balance between anti-tumor activity and toxicity. With an emphasis on the systemic treatment options, this review provides a summary of the most recent results from large phase III clinical trials and discusses their clinical implications.
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Affiliation(s)
- Arndt Vogel
- Department of Gastroenterology, Hepatology & Endocrinology, Hannover Medical School, Germany.
| | - Anna Saborowski
- Department of Gastroenterology, Hepatology & Endocrinology, Hannover Medical School, Germany
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Labeur TA, Achterbergh R, Takkenberg B, Van Delden O, Mathôt R, Klümpen H. Sorafenib for Patients with Hepatocellular Carcinoma and Child-Pugh B Liver Cirrhosis: Lessons Learned from a Terminated Study. Oncologist 2019; 25:e1274-e1279. [PMID: 31645371 PMCID: PMC7485346 DOI: 10.1634/theoncologist.2019-0718] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Accepted: 09/15/2019] [Indexed: 12/22/2022] Open
Abstract
Lessons Learned Recruitment of patients with advanced hepatocellular carcinoma and Child‐Pugh B for sorafenib treatment and additional pharmacokinetic studies is challenging. Patients with Child‐Pugh B liver cirrhosis have high rates of cirrhosis‐related adverse events.
Background Few data are available on the pharmacokinetics (PK) of sorafenib in patients with advanced hepatocellular carcinoma (HCC) and Child‐Pugh B liver cirrhosis. This study aimed to explore the sorafenib PK and its relationship with efficacy and toxicity in these patients. Methods Patients with advanced HCC and Child‐Pugh B7‐8 liver function were prospectively recruited at a tertiary center. Adverse events (AEs), progression‐free survival (PFS), and overall survival (OS) were recorded. Patients received a starting dose of 200 b.i.d. with toxicity‐adjusted dose escalation to a target dose of 400 mg b.i.d. with PK sampling at fixed time points. Results Between May 2014 and March 2017, 12 patients were screened, of whom 7 progressed to a terminal stage during the screening (n = 6) or shortly after recruitment (n = 1). The five included patients had median PFS of 3.8 months (range, 1.7–10.8) and OS of 7.4 months (range, 1.7–25.8). Three patients had severe AEs and one patient had a partial response with an OS of 25.8 months. In 2017, the trial was aborted for lack of accrual. Conclusion Because of low accrual, no conclusion can be drawn on the sorafenib PK in patients with advanced HCC and Child‐Pugh B liver cirrhosis. The poor survival and frequent cirrhosis‐related AEs suggest limited benefit for most of these patients.
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Affiliation(s)
- Tim A. Labeur
- Department of Medical Oncology, Amsterdam University Medical Centers, University of AmsterdamMeibergdreef 9, AmsterdamThe Netherlands
- Cancer Center AmsterdamAmsterdamThe Netherlands
| | - Roos Achterbergh
- Hospital Pharmacy, Amsterdam University Medical Centers, University of AmsterdamMeibergdreef 9, AmsterdamThe Netherlands
| | - Bart Takkenberg
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, University of AmsterdamMeibergdreef 9, AmsterdamThe Netherlands
| | - Otto Van Delden
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, University of AmsterdamMeibergdreef 9, AmsterdamThe Netherlands
| | - Ron Mathôt
- Hospital Pharmacy, Amsterdam University Medical Centers, University of AmsterdamMeibergdreef 9, AmsterdamThe Netherlands
| | - Heinz‐Josef Klümpen
- Department of Medical Oncology, Amsterdam University Medical Centers, University of AmsterdamMeibergdreef 9, AmsterdamThe Netherlands
- Cancer Center AmsterdamAmsterdamThe Netherlands
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26
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Casadei-Gardini A, Solaini L, Riggi L, Molinaro E, Dadduzio V, Rizzato MD, Pellino A, Faloppi L, Marisi G, Ulivi P, Canale M, Orsi G, Rovesti G, Andrikou K, Spallanzani A, Gelsomino F, Foschi FG, Conti F, Cucchetti A, Ercolani G, Biason P, Lonardi S, Cascinu S, Scartozzi M. Prognostic Role of a New Index (RAPID Index) in Advanced Hepatocellular Carcinoma Patients Receiving Sorafenib: Training and Validation Cohort. Gastrointest Tumors 2019; 6:71-80. [PMID: 31768351 DOI: 10.1159/000501593] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 06/19/2019] [Indexed: 12/11/2022] Open
Abstract
Background and Aims The aim of the present study is to evaluate a new index influenced by the balance between the immune system, α-fetoprotein (AFP), and lactate dehydrogenase (LDH) (RAPID index) as a prognostic factor in patients treated with sorafenib. Methods This study was conducted on a training cohort of 159 hepatocellular carcinoma (HCC) patients and a validation cohort of 68 HCC patients treated with sorafenib. The RAPID index was calculated as neutrophil/lymphocyte count × LDH × AFP. Results In the training cohort, the median overall survival (OS) was 23.2 months (95% CI 11-25) and 12.1 months (95% CI 9-15) for patients with a low (≤3,226) and high (>3,226) RAPID index, respectively (ref. <3,226, HR = 0.56, 95% CI 0.35-0.88, p = 0.017). Following adjustment for clinical covariates, multivariate analysis confirmed the RAPID index ≤3,226 versus >3,226 (HR = 0.37, 95% CI 0.18-0.74, p = 0.0054) as an independent prognostic factor for OS. In the validation cohort, the median OS was 26.9 months (95% CI 17.6-26.9) and 7.0 months (95% CI 6.2-9.2) for patients with a low (≤ 3,226) and high (>3,226) RAPID index, respectively (ref. <3,226, HR = 0.19, 95% CI 0.10-0.36, p < 0.0001). Performing the same multivariate analysis of the training cohort (AFP, Eastern Cooperative Oncology Group, aspartate aminotransferase, neutrophil, platelet, systemic inflammatory index and RAPID index), the RAPID index <3,226 versus >3,226 (HR = 3.86, 95% CI 1.45-10.29, p = 0.007) was found to be an independent prognostic factor for predicting OS. Conclusion The low cost, easy assessment, and reproducibility of a full blood count make the RAPID index a promising tool for assessing HCC prognosis in future clinical practice.
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Affiliation(s)
- Andrea Casadei-Gardini
- Department of Oncology and Hematology, Division of Oncology, University Hospital Modena, Modena, Italy
| | - Leonardo Solaini
- Department of Medical and Surgical Sciences - DIMEC, Alma Mater Studiorum - University of Bologna, Bologna, Italy.,General and Oncology Surgery, Morgagni-Pierantoni Hospital, Forli, Italy
| | - Laura Riggi
- Department of Oncology and Hematology, Division of Oncology, University Hospital Modena, Modena, Italy
| | - Eleonora Molinaro
- Department of Oncology and Hematology, Division of Oncology, University Hospital Modena, Modena, Italy
| | - Vincenzo Dadduzio
- Unit of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | | | - Antonio Pellino
- Unit of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - Luca Faloppi
- Medical Oncology, University Hospital of Cagliari, Cagliari, Italy
| | - Giorgia Marisi
- Biosciences Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
| | - Paola Ulivi
- Biosciences Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
| | - Matteo Canale
- Biosciences Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
| | - Giulia Orsi
- Department of Oncology and Hematology, Division of Oncology, University Hospital Modena, Modena, Italy
| | - Giulia Rovesti
- Department of Oncology and Hematology, Division of Oncology, University Hospital Modena, Modena, Italy
| | - Kalliopi Andrikou
- Department of Oncology and Hematology, Division of Oncology, University Hospital Modena, Modena, Italy
| | - Andrea Spallanzani
- Department of Oncology and Hematology, Division of Oncology, University Hospital Modena, Modena, Italy
| | - Fabio Gelsomino
- Department of Oncology and Hematology, Division of Oncology, University Hospital Modena, Modena, Italy
| | | | - Fabio Conti
- Department of Internal Medicine, Degli Infermi Hospital, Faenza, Italy
| | - Alessandro Cucchetti
- Department of Medical and Surgical Sciences - DIMEC, Alma Mater Studiorum - University of Bologna, Bologna, Italy.,General and Oncology Surgery, Morgagni-Pierantoni Hospital, Forli, Italy
| | - Giorgio Ercolani
- Department of Medical and Surgical Sciences - DIMEC, Alma Mater Studiorum - University of Bologna, Bologna, Italy.,General and Oncology Surgery, Morgagni-Pierantoni Hospital, Forli, Italy
| | - Paola Biason
- Unit of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - Sara Lonardi
- Unit of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - Stefano Cascinu
- Department of Oncology and Hematology, Division of Oncology, University Hospital Modena, Modena, Italy
| | - Mario Scartozzi
- Unit of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
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