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Ueno M, Takeda H, Takai A, Morimura H, Nishijima N, Iwamoto S, Okuyama S, Umeda M, Seta T, Ikeda A, Goto T, Miyamoto S, Kayahara T, Uenoyama Y, Matsumura K, Nakano S, Mishima M, Inuzuka T, Eso Y, Takahashi K, Marusawa H, Osaki Y, Hatano E, Seno H. CRAFITY score as a predictive marker for refractoriness to atezolizumab plus bevacizumab therapy in hepatocellular carcinoma: a multicenter retrospective study. J Gastroenterol 2024; 59:1107-1118. [PMID: 39289234 PMCID: PMC11541291 DOI: 10.1007/s00535-024-02150-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 09/05/2024] [Indexed: 09/19/2024]
Abstract
BACKGROUND Although atezolizumab plus bevacizumab (Atezo/Bev) therapy has been used as the preferred first-line treatment for advanced hepatocellular carcinoma (HCC), up to 26% of patients do not achieve disease control, suggesting alternative treatments might be more beneficial for such patients. We investigated key predictors for refractoriness to Atezo/Bev therapy, particularly in the first-line setting. METHODS We retrospectively analyzed 302 patients with HCC who received Atezo/Bev therapy between October 2020 and September 2022 across nine hospitals in Japan. Refractoriness was defined as best overall response (BOR) of progressive disease or stable disease and a progression-free survival (PFS) of < 180 days (RECIST v1.1). Clinical benefit was defined as BOR of partial/complete response or stable disease with PFS of ≥ 180 days. Baseline characteristics and potential predictors, identified through literature review, were compared between these groups. Stratifications of overall survival (OS), and PFS were also assessed. RESULTS Refractoriness was observed in 126 (41.7%) patients, while 154 (51.0%) achieved clinical benefit. Due to a significant association between the treatment line and refractory rate, the subsequent analysis focused on the first-line cohort (n = 214; 72 [33.6%] patients showed refractoriness). Among 13 potential predictors, the CRP and AFP in immunotherapy (CRAFITY) score had the best predictive performance, with refractory rates of 24.6%, 44.6%, and 57.9% in CRAFITY-0, 1, and 2 patients, respectively (p < 0.001). OS and PFS were also well-stratified by this scoring system. CONCLUSIONS Approximately one-third of patients were refractory to first-line Atezo/Bev therapy. The CRAFITY score demonstrated superior performance in predicting refractoriness.
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Affiliation(s)
- Masayuki Ueno
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
- Department of Gastroenterology and Hepatology, Kurashiki Central Hospital, Kurashiki, Japan
| | - Haruhiko Takeda
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Atsushi Takai
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan.
| | - Hiroki Morimura
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka, Japan
| | - Norihiro Nishijima
- Department of Gastroenterology and Hepatology, Meiwa Hospital, Nishinomiya, Japan
| | - Satoru Iwamoto
- Department of Gastroenterology, Kyoto Medical Center, Kyoto, Japan
| | - Shunsuke Okuyama
- Department of Gastroenterology and Hepatology, Kurashiki Central Hospital, Kurashiki, Japan
| | - Makoto Umeda
- Department of Gastroenterology and Hepatology, Hyogo Prefectural Amagasaki General Medical Center, Amagasaki, Japan
| | - Takeshi Seta
- Department of Gastroenterology and Hepatology, Japanese Red Cross Wakayama Medical Center, Wakayama, Japan
- Department of Health Informatics, Graduate School of Medicine and School of Public Health, Kyoto University, Kyoto, Japan
| | - Atsuyuki Ikeda
- Department of Gastroenterology and Hepatology, Kyoto Katsura Hospital, Kyoto, Japan
| | - Tomoyuki Goto
- Department of Medical Oncology, Shiga General Hospital, Moriyama, Japan
| | | | - Takahisa Kayahara
- Department of Gastroenterology and Hepatology, Kurashiki Central Hospital, Kurashiki, Japan
| | - Yoshito Uenoyama
- Department of Gastroenterology and Hepatology, Japanese Red Cross Wakayama Medical Center, Wakayama, Japan
| | - Kazuyoshi Matsumura
- Department of Gastroenterology and Hepatology, Shiga General Hospital, Moriyama, Japan
| | - Shigeharu Nakano
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Masako Mishima
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Tadashi Inuzuka
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Yuji Eso
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Ken Takahashi
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
- Division of Cancer Immunotherapy, Center for Cancer Immunotherapy and Immunobiology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hiroyuki Marusawa
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka, Japan
| | - Yukio Osaki
- Department of Gastroenterology and Hepatology, Meiwa Hospital, Nishinomiya, Japan
| | - Etsuro Hatano
- Division of Hepato-Biliary-Pancreatic Surgery and Transplantation, Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hiroshi Seno
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
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Ha NB, Yao F. Alcohol and Hepatocellular Carcinoma. Clin Liver Dis 2024; 28:633-646. [PMID: 39362712 DOI: 10.1016/j.cld.2024.06.007] [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] [Indexed: 10/05/2024]
Abstract
Alcohol-associated liver disease (ALD) poses a significant risk for hepatocellular carcinoma (HCC), comprising various liver conditions from steatosis to cirrhosis. Despite accounting for a third of global HCC cases and deaths, ALD-related HCC lacks characterization compared to viral hepatitis-related HCC. Proposed mechanisms for ALD-related HCC include acetaldehyde toxicity, increased reactive oxygen species, and inflammation. This review examines ALD-associated HCC epidemiology, co-factors like viral hepatitis and metabolic syndrome, surveillance, and treatment challenges. Despite advances in screening and management, ALD-related HCC often presents at advanced stages, limiting treatment options and survival.
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Affiliation(s)
- Nghiem B Ha
- Hepatology, Liver Transplant, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Francisco, 505 Parnassus Avenue, S-357, San Francisco, CA 94112, USA
| | - Francis Yao
- Hepatology, Liver Transplant, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Francisco, 505 Parnassus Avenue, S-357, San Francisco, CA 94112, USA.
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3
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Dai Z, Chen C, Zhou Z, Zhou M, Xie Z, Liu Z, Liu S, Chen Y, Li J, Liu B, Shen J. Circulating Biomarkers Predict Immunotherapeutic Response in Hepatocellular Carcinoma Using a Machine Learning Method. J Hepatocell Carcinoma 2024; 11:2133-2144. [PMID: 39493265 PMCID: PMC11531708 DOI: 10.2147/jhc.s474593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 10/23/2024] [Indexed: 11/05/2024] Open
Abstract
Background Immune checkpoint inhibitor (ICI) therapy is a promising treatment for cancer. However, the response rate to ICI therapy in hepatocellular carcinoma (HCC) patients is low (approximately 30%). Thus, an approach to predict whether a patient will benefit from ICI therapy is required. This study aimed to design a classifier based on circulating indicators to identify patients suitable for ICI therapy. Methods This retrospective study included HCC patients who received immune checkpoint inhibitor therapy between March 2017 and September 2023 at Nanjing Drum Tower Hospital and Jinling Hospital. The levels of the 17 serum biomarkers and baseline patients' characters were assessed to discern meaningful circulating indicators related with survival benefits using random forest. A prognostic model was then constructed to predict survival of patients after treatment. Results A total of 369 patients (mean age 56, median follow-up duration 373 days,) were enrolled in this study. Among the 17 circulating biomarkers, 11 were carefully selected to construct a classifier. Receiver operating characteristic (ROC) analysis yielded an area under the curve (AUC) of 0.724. Notably, patients classified into the low-risk group exhibited a more positive prognosis (P = 0.0079; HR, 0.43; 95% CI 0.21-0.87). To enhance efficacy, we incorporated 11 clinical features. The extended model incorporated 12 circulating indicators and 5 clinical features. The AUC of the refined classifier improved to 0.752. Patients in the low-risk group demonstrated superior overall survival compared with those in the high-risk group (P = 0.026; HR 0.39; 95% CI 0.11-1.37). Conclusion Circulating biomarkers are useful in predicting therapeutic outcomes and can help in making clinical decisions regarding the use of ICI therapy.
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Affiliation(s)
- Zhiyan Dai
- Department of Precision Medicine, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Chao Chen
- Department of Oncology, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
- Department of Oncology, Jinling Hospital, Clinical College of Nanjing Medical University, Nanjing, 21002, People’s Republic of China
| | - Ziyan Zhou
- Department of Precision Medicine, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
- Department of Oncology, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Mingzhen Zhou
- Department of Precision Medicine, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
- Department of Oncology, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Zhengyao Xie
- Department of Precision Medicine, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Ziyao Liu
- Department of Precision Medicine, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Siyuan Liu
- Department of Precision Medicine, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Yiqiang Chen
- Department of Precision Medicine, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Jingjing Li
- Department of Precision Medicine, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Baorui Liu
- Department of Oncology, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
| | - Jie Shen
- Department of Precision Medicine, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
- Department of Oncology, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, People’s Republic of China
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Xue J, Yang S, Zhang SS, Fan J, Wu ZL, Sui CJ, Yang YQ, Zhang JF, Liu P, Zhang DJ, Qiu XY, Zhang T, Chen L, Wu G, Wang HY, Tang J. Deciphering the Multifaceted Immune Landscape of Unresectable Primary Liver Cancer to Predict Immunotherapy Response. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024:e2309631. [PMID: 39467150 DOI: 10.1002/advs.202309631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Revised: 08/30/2024] [Indexed: 10/30/2024]
Abstract
Immunotherapies employing PD-1/PD-L1 immune checkpoint inhibitors (ICIs) are vital for primary liver cancer (PLC), but response rates remain unsatisfying. Accurate differentiation of responders from non-responders to immunotherapy is imperative. Here, single-cell-scaled mass cytometry analysis on sequential peripheral blood mononuclear cells (PBMCs) from ICI-treated PLC patients is conducted, and tissue residence of immune subpopulations is assessed via multiplex immunohistochemistry. In the discovery cohort (n = 24), responders have lower baseline B cell and HLA-DR+CD8+T cell, and higher CD14+CD16- classical monocyte (CM) proportions. CMs decrease more in responders PBMCs, while HLA-DR+CD8+T cells conformably amplify after ICI-exposure. Responsive individuals display upregulated exhaustion and activation markers in peripheral immune lineages. In the expanded cohort of 77 patients, the augment of the B cells in non-responders is re-confirmed. Responders demonstrate much higher enrichment of B cells or tertiary lymphoid structures in tumor compared to non-responders. A prospective model that excelled in early discrimination of responders is developed using generalized linear model and achieves a satisfactory AUC over 0.9 in all three independent cohorts. Integratedly, the study unveils dynamic immune landscapes in PLC patients undergoing ICI-based therapy, aiding in PLC patient stratification for ICI-based treatment and fostering new response monitoring strategies.
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Affiliation(s)
- Jun Xue
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Shuai Yang
- Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Si-Si Zhang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Key Laboratory of Precision Radiation Oncology, Wuhan, 430022, China
| | - Jun Fan
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Zi-Long Wu
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Key Laboratory of Precision Radiation Oncology, Wuhan, 430022, China
| | - Cheng-Jun Sui
- The International Cooperation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, 200438, China
- National Center for Liver Cancer, Shanghai, 200441, China
| | - Yong-Qiang Yang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Key Laboratory of Precision Radiation Oncology, Wuhan, 430022, China
| | - Jin-Feng Zhang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Pian Liu
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - De-Jun Zhang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Xin-Yao Qiu
- Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Tao Zhang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Lei Chen
- The International Cooperation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, 200438, China
- National Center for Liver Cancer, Shanghai, 200441, China
| | - Gang Wu
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Hong-Yang Wang
- Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- The International Cooperation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, 200438, China
- National Center for Liver Cancer, Shanghai, 200441, China
| | - Jing Tang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
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5
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Wangi H, Li J, Ouyang Y, Ren H, An C, Liu W. Multiparametric MRI based deep learning model for prediction of early recurrence of hepatocellular carcinoma after SR following TACE. J Cancer Res Clin Oncol 2024; 150:448. [PMID: 39379692 PMCID: PMC11461583 DOI: 10.1007/s00432-024-05941-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 09/04/2024] [Indexed: 10/10/2024]
Abstract
BACKGROUND Surgical resection (SR) following transarterial chemoembolization (TACE) is a promising treatment for unresectable hepatocellular carcinoma (uHCC). However, biomarkers for the prediction of postoperative recurrence are needed. PURPOSE To develop and validate a model combining deep learning (DL) and clinical data for early recurrence (ER) in uHCC patients after TACE. METHODS A total of 511 patients who received SR following TACE were assigned to derivation (n = 413) and validation (n = 98) cohorts. Deep learning features were taken from the largest tumor area in liver MRI. A nomogram using DL signatures and clinical data was made to forecast early recurrence risk in uHCC patients. Model performance was evaluated using area under the curve (AUC). RESULTS A total of 2278 subsequences and 31,346 slices multiparametric MRI including contrast-enhanced T1WI, T2WI and DWI were input in the DL model simultaneously. Multivariable analysis identified three independent predictors for the development of the nomogram: tumor number (hazard ratio [HR]:3.42, 95% confidence interval [CI]: 2.75-4.31, P = 0.003), microvascular invasion (HR: 9.21, 6.24-32.14; P < 0.001), and DL scores (HR: 17.46, 95% CI: 12.94-23.57, P < 0.001). The AUC of the nomogram was 0.872 and 0.862 in two cohorts, significantly outperforming single-subsequence-based DL mode and clinical model (all, P < 0.001). The nomogram provided two risk strata for cumulative overall survival in two cohorts, showing significant statistical results (P < 0.001). CONCLUSIONS The DL-based nomogram is essential to identify patients with uHCC suitable for treatment with SR following TACE and may potentially benefit personalized decision-making.
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Affiliation(s)
- Hongyu Wangi
- Department of Interventional Therapy, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, No. 111 Dade Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Jinwei Li
- Department of Interventional Therapy, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, No. 111 Dade Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Yushu Ouyang
- Department of Interventional Therapy, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, No. 111 Dade Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - He Ren
- Department of Ultrasound, The Sixth Medical Center of Chinese PLA General Hospital, Beijing, 100048, China
| | - Chao An
- Department of Minimal Invasive Intervention, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, 510060, China
| | - Wendao Liu
- Department of Interventional Therapy, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, No. 111 Dade Road, Guangzhou, 510080, Guangdong, People's Republic of China.
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Cowzer D, Chou JF, Walch H, Keane F, Khalil D, Shia J, Do RKG, Yarmohammadi H, Erinjeri JP, El Dika I, Yaqubie A, Azhari H, Gambarin M, Hajj C, Crane C, Wei AC, Jarnagin W, Solit DB, Berger MF, O'Reilly EM, Schultz N, Chatila W, Capanu M, Abou-Alfa GK, Harding JJ. Clinicogenomic predictors of outcomes in patients with hepatocellular carcinoma treated with immunotherapy. Oncologist 2024; 29:894-903. [PMID: 38937977 PMCID: PMC11448888 DOI: 10.1093/oncolo/oyae110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 04/26/2024] [Indexed: 06/29/2024] Open
Abstract
INTRODUCTION Immune checkpoint inhibitor (ICI) combinations extend overall survival (OS) while anti-PD-1/L1 monotherapy is non-inferior to sorafenib in treatment-naïve, patients with advanced hepatocellular carcinoma (HCC). Clinicogenomic features are posited to influence patient outcomes. METHODS The primary objective of this retrospective study was to define the clinical, pathologic, and genomic factors associated with outcomes to ICI therapy in patients with HCC. Patients with histologically confirmed advanced HCC treated with ICI at Memorial Sloan Kettering Cancer Center from 2012 to 2022 were included. Association between clinical, pathological, and genomic characteristics were assessed with univariable and multivariable Cox regression model for progression-free survival (PFS) and OS. RESULTS Two-hundred and forty-two patients were treated with ICI-based therapy. Patients were predominantly male (82%) with virally mediated HCC (53%) and Child Pugh A score (70%). Median follow-up was 28 months (0.5-78.4). Median PFS for those treated in 1st line, 2nd line and ≥ 3rd line was 4.9 (range: 2.9-6.2), 3.1 (2.3-4.0), and 2.5 (2.1-4.0) months, respectively. Median OS for those treated in 1st line, 2nd line, and ≥ 3rd line was 16 (11-22), 7.5 (6.4-11), and 6.4 (4.6-26) months, respectively. Poor liver function and performance status associated with worse PFS and OS, while viral hepatitis C was associated with favorable outcome. Genetic alterations were not associated with outcomes. CONCLUSION Clinicopathologic factors were the major determinates of outcomes for patients with advanced HCC treated with ICI. Molecular profiling did not aid in stratification of ICI outcomes. Future studies should explore alternative biomarkers such as the level of immune activation or the pretreatment composition of the immune tumor microenvironment.
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Affiliation(s)
- Darren Cowzer
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Joanne F Chou
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Henry Walch
- Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Fergus Keane
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Danny Khalil
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Weill Medical College of Cornell University, New York, NY, United States
| | - Jinru Shia
- Weill Medical College of Cornell University, New York, NY, United States
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Richard K G Do
- Weill Medical College of Cornell University, New York, NY, United States
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Hooman Yarmohammadi
- Weill Medical College of Cornell University, New York, NY, United States
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Joseph P Erinjeri
- Weill Medical College of Cornell University, New York, NY, United States
| | - Imane El Dika
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Weill Medical College of Cornell University, New York, NY, United States
| | - Amin Yaqubie
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Hassan Azhari
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Weill Medical College of Cornell University, New York, NY, United States
| | - Maya Gambarin
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Weill Medical College of Cornell University, New York, NY, United States
| | - Carla Hajj
- Weill Medical College of Cornell University, New York, NY, United States
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Christopher Crane
- Weill Medical College of Cornell University, New York, NY, United States
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Alice C Wei
- Weill Medical College of Cornell University, New York, NY, United States
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, NY, United States
| | - William Jarnagin
- Weill Medical College of Cornell University, New York, NY, United States
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, NY, United States
| | - David B Solit
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Weill Medical College of Cornell University, New York, NY, United States
| | - Michael F Berger
- Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Weill Medical College of Cornell University, New York, NY, United States
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Eileen M O'Reilly
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Weill Medical College of Cornell University, New York, NY, United States
| | - Nikolaus Schultz
- Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Weill Medical College of Cornell University, New York, NY, United States
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Walid Chatila
- Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Marinela Capanu
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Ghassan K Abou-Alfa
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Weill Medical College of Cornell University, New York, NY, United States
| | - James J Harding
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Weill Medical College of Cornell University, New York, NY, United States
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Childs A, Aidoo-Micah G, Maini MK, Meyer T. Immunotherapy for hepatocellular carcinoma. JHEP Rep 2024; 6:101130. [PMID: 39308986 PMCID: PMC11414669 DOI: 10.1016/j.jhepr.2024.101130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 05/19/2024] [Accepted: 05/28/2024] [Indexed: 09/25/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is a major global healthcare challenge, with >1 million patients predicted to be affected annually by 2025. In contrast to other cancers, both incidence and mortality rates continue to rise, and HCC is now the third leading cause of cancer-related death worldwide. Immune checkpoint inhibitors (ICIs) have transformed the treatment landscape for advanced HCC, with trials demonstrating a superior overall survival benefit compared to sorafenib in the first-line setting. Combination therapy with either atezolizumab (anti-PD-L1) and bevacizumab (anti-VEGF) or durvalumab (anti-PD-L1) and tremelimumab (anti-CTLA-4) is now recognised as standard of care for advanced HCC. More recently, two phase III studies of ICI-based combination therapy in the early and intermediate disease settings have successfully met their primary end points of improved recurrence- and progression-free survival, respectively. Despite these advances, and in contrast to other tumour types, there remain no validated predictive biomarkers of response to ICIs in HCC. Ongoing research efforts are focused on further characterising the tumour microenvironment in order to select patients most likely to benefit from ICI and identify novel therapeutic targets. Herein, we review the current understanding of the immune landscape in which HCC develops and the evidence for ICI-based therapeutic strategies in HCC. Additionally, we describe the state of biomarker development and novel immunotherapy approaches in HCC which have progressed beyond the pre-clinical stage and into early-phase trials.
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Affiliation(s)
- Alexa Childs
- Department of Medical Oncology, Royal Free Hospital, London, UK
- Division of Infection and Immunity, Institute of Immunity and Transplantation, University College London, London, UK
| | - Gloryanne Aidoo-Micah
- Department of Medical Oncology, Royal Free Hospital, London, UK
- Division of Infection and Immunity, Institute of Immunity and Transplantation, University College London, London, UK
| | - Mala K. Maini
- Division of Infection and Immunity, Institute of Immunity and Transplantation, University College London, London, UK
| | - Tim Meyer
- Department of Medical Oncology, Royal Free Hospital, London, UK
- UCL Cancer Institute, University College London, UK
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Zeng ZX, Wu JY, Zhuang SW, Yan ML. Reply to: "Is the TAE score a promising prognostic predictor for unresectable hepatocellular carcinoma treated with TACE plus lenvatinib with PD‑1 inhibitors? Further validation should be performed". Hepatol Int 2024; 18:1589-1590. [PMID: 38976226 DOI: 10.1007/s12072-024-10682-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 04/06/2024] [Indexed: 07/09/2024]
Affiliation(s)
- Zhen-Xin Zeng
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian Province, China
| | - Jia-Yi Wu
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian Province, China
- Department of Hepatobiliary Pancreatic Surgery, Fujian Provincial Hospital, Dongjie Road 134, Fuzhou, 350001, Fujian Province, China
| | - Shao-Wu Zhuang
- Department of Interventional Radiology, Zhangzhou Affiliated Hospital of Fujian Medical University, Zhangzhou, Fujian Province, China
| | - Mao-Lin Yan
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian Province, China.
- Department of Hepatobiliary Pancreatic Surgery, Fujian Provincial Hospital, Dongjie Road 134, Fuzhou, 350001, Fujian Province, China.
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9
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Ju M, Pan B, Huang Y, Zhou Y, Chen J, Xiang H, Xu S, Chen S, Lan C, Li J, Zheng M. The efficacy of first and second immunotherapy exposure in patients with recurrent or metastatic cervical cancer. Cancer Med 2024; 13:e70204. [PMID: 39382194 PMCID: PMC11462590 DOI: 10.1002/cam4.70204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 08/02/2024] [Accepted: 08/26/2024] [Indexed: 10/10/2024] Open
Abstract
OBJECTIVE Immunotherapy has led to changes in cervical cancer guidelines. Therefore, additional biomarkers to identify the ideal patient who would experience the most benefit may be important. METHODS We retrospectively collected 208 patients with R/M CC and recorded clinicopathologic information, peripheral blood markers and treatments to analyze the prognostic factors of clinical outcomes. Response rate comparison, univariate, and multivariate analyses were performed to assess the efficacy of different factors. RESULTS A total of 43.27% patients achieved objective responses, including 18 with complete response and 72 with partial response. Patients receiving first-line immunotherapy had much higher objective response rate (ORR) than the remaining patients (53.8% vs. 34.8%, p = 0.006). CRP >3 ECOG ≥1 and recurrence in 6 months predicted shorter progression free survival (PFS). CRP >3, GLU >6.1 independently predicted unfavorable overall survival (OS). Compared with no antiangiogenic therapy, previous antiangiogenic therapy reduced the median OS by nearly 14 months. Immunotherapy rechallenge was still effective after first immunotherapy failure, and combined with dual-immunotherapy or bevacizumab combined with chemoradiotherapy resulted in a 60.00% or 62.50% ORR, respectively. Patients with squamous cell carcinoma, with stable disease or objective response in the first immunotherapy or without chemotherapy in second immunotherapy had favorable clinical outcome. CONCLUSION The baseline CRP levels in serum was an independent factor for PFS and OS of R/M CC patients treated with immunotherapy, and previous antiangiogenic therapy was associated with poor OS. Patients still show response to immunotherapy rechallenge and combined treatment with bevacizumab or candonilimab showed higher response rate than anti-PD-1 after immunotherapy failure.
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Affiliation(s)
- Mingxiu Ju
- Department of Gynecology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for CancerSun Yat‐sen University Cancer CenterGuangzhouP.R. China
| | - Baoyue Pan
- Department of Gynecology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for CancerSun Yat‐sen University Cancer CenterGuangzhouP.R. China
| | - Yongwen Huang
- Department of Gynecology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for CancerSun Yat‐sen University Cancer CenterGuangzhouP.R. China
| | - Yun Zhou
- Department of Gynecology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for CancerSun Yat‐sen University Cancer CenterGuangzhouP.R. China
| | - Jieping Chen
- Department of Gynecology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for CancerSun Yat‐sen University Cancer CenterGuangzhouP.R. China
| | - Huiling Xiang
- Department of Gynecology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for CancerSun Yat‐sen University Cancer CenterGuangzhouP.R. China
| | - Shije Xu
- Department of Gynecology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for CancerSun Yat‐sen University Cancer CenterGuangzhouP.R. China
| | - Siyu Chen
- Department of Gynecology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for CancerSun Yat‐sen University Cancer CenterGuangzhouP.R. China
| | - Chunyan Lan
- Department of Gynecology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for CancerSun Yat‐sen University Cancer CenterGuangzhouP.R. China
| | - Jundong Li
- Department of Gynecology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for CancerSun Yat‐sen University Cancer CenterGuangzhouP.R. China
| | - Min Zheng
- Department of Gynecology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for CancerSun Yat‐sen University Cancer CenterGuangzhouP.R. China
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Liu K, Zheng X, Dai J, Hou C, Lu D, Zhao B, Yin S, Wang G, Cao Q, Jiang B, Gao S, Huang X, Xie J, Zhang Y, Li S, Zhang A, Yang W, Wang S, Tan Y, Shi W, Lv W, Wu X. Prognostic Evaluation for Hepatocellular Carcinoma with Portal Vein Tumor Thrombus Patients Treated with Transarterial Chemoembolization Plus Molecular Targeted Therapies-Development and Validation of the ABPS Score. Acad Radiol 2024; 31:4034-4044. [PMID: 38508935 DOI: 10.1016/j.acra.2024.02.039] [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: 01/17/2024] [Revised: 02/22/2024] [Accepted: 02/24/2024] [Indexed: 03/22/2024]
Abstract
RATIONALE AND OBJECTIVES Transarterial chemoembolization (TACE) plus molecular targeted therapies has emerged as the main approach for treating hepatocellular carcinoma (HCC) with portal vein tumor thrombus (PVTT). A robust model for outcome prediction and risk stratification of recommended TACE plus molecular targeted therapies candidates is lacking. We aimed to develop an easy-to-use tool specifically for these patients. METHODS A retrospective analysis was conducted on 384 patients with HCC and PVTT who underwent TACE plus molecular targeted therapies at 16 different institutions. We developed and validated a new prognostic score which called ABPS score. Additionally, an external validation was performed on data from 200 patients enrolled in a prospective cohort study. RESULTS The ABPS score (ranging from 0 to 3 scores), which involves only Albumin-bilirubin (ALBI, grade 1: 0 score; grade 2: 1 score), PVTT(I-II type: 0 score; III-IV type: 1 score), and systemic-immune inflammation index (SII,<550 × 1012: 0 score; ≥550 × 1012: 1 score). Patients were categorized into three risk groups based on their ABPS score: ABPS-A, B, and C (scored 0, 1-2, and 3, respectively). The concordance index (C-index) of the ABPS scoring system was calculated to be 0.802, significantly outperforming the HAP score (0.758), 6-12 (0.712), Up to 7 (0.683), and ALBI (0.595) scoring systems (all P < 0.05). These research findings were further validated in the external validation cohorts. CONCLUSION The ABPS score demonstrated a strong association with survival outcomes and radiological response in patients undergoing TACE plus molecular targeted therapy for HCC with PVTT. The ABPS scoring system could serve as a valuable tool to guide treatment selection for these patients.
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Affiliation(s)
- Kaicai Liu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China; Department of Interventional Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences & Medicine, University of Science & Technology of China, Hefei 230001, China
| | - Xiaomin Zheng
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Jiaying Dai
- Department of Interventional Radiology, Anqing Municipal Hospital, Anqing 246000, Anhui, China
| | - Changlong Hou
- Department of Interventional Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences & Medicine, University of Science & Technology of China, Hefei 230001, China
| | - Dong Lu
- Department of Interventional Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences & Medicine, University of Science & Technology of China, Hefei 230001, China
| | - Bensheng Zhao
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Shiwu Yin
- Department of Interventional Radiology, Second People's Hospital of Hefei, Hefei 230011, Anhui, China
| | - Guoxiang Wang
- Department of Interventional Radiology, The First Affiliated Hospital of Wannan Medical College, Wuhu 241000, China
| | - Qisheng Cao
- Department of Interventional Radiology, Maanshan City People's Hospital, Maanshan 243000, Anhui, China
| | - Bo Jiang
- Department of Interventional Ultrasound, The Second Affiliated Hospital, Anhui Medical University, Hefei 230022, Anhui, China
| | - Songxue Gao
- Department of Radiology, Wan Bei General Hospital of Wanbei Coal power Group, Suzhou 236600, Anhui, China
| | - Xudong Huang
- Department of Interventional Radiology, Affiliated Hospital of Anhui University of Science and Technology, Huainan 232001, Anhui, China
| | - Jun Xie
- Department of Radiology, Fuyang People's Hospital, Fuyang 236600, Anhui, China
| | - Yudong Zhang
- Department of Interventional Radiology, Hefei First People's Hospital, Hefei 230061, Anhui, China
| | - Shuangsheng Li
- Department of Interventional Radiology, Bozhou People's Hospital, Bozhou 236800, Anhui, China
| | - Aiwu Zhang
- Department of Interventional Radiology, Xinhua Hospital of Huainan Xinhua Medical Group, Huainan 232052, Anhui, China
| | - Wei Yang
- Department of Interventional Radiology, The First People's Hospital of Chuzhou, Huainan 239499, Anhui, China
| | - Song Wang
- Department of Interventional Radiology,Fuyang Cancer Hospital, Fuyang 236600, Anhui, China
| | - Yulin Tan
- Department of Interventional Radiology, The First Affiliated Hospital of Bengbu Medical University, Bengbu 233000, China
| | - Wanyin Shi
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Weifu Lv
- Department of Interventional Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences & Medicine, University of Science & Technology of China, Hefei 230001, China
| | - Xingwang Wu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China.
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Callan L, Razeghi H, Grindrod N, Gaede S, Wong E, Tan D, Vickress J, Patrick J, Lock M. Prognostic Index for Liver Radiation (PILiR). Curr Oncol 2024; 31:5862-5872. [PMID: 39451740 PMCID: PMC11506490 DOI: 10.3390/curroncol31100436] [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: 08/20/2024] [Revised: 09/25/2024] [Accepted: 09/27/2024] [Indexed: 10/26/2024] Open
Abstract
A Prognostic Index for Liver Radiation (PILiR) for improved patient selection for stereotactic liver-directed radiotherapy (SBRT) was developed. Using a large single-center database, 195 patients treated with SBRT for local control, including 66 with hepatocellular carcinoma (HCC) and 129 with metastatic liver disease, were analyzed. Only patients ineligible for alternative treatments were included. Overall survival was 11.9 months and 9.4 months in the HCC group and metastatic groups, respectively. In the combined dataset, Child-Pugh Score (CPS) (p = 0.002), serum albumin (p = 0.039), and presence of extrahepatic disease (p = 0.012) were significant predictors of early death on multivariable analysis and were included in the PILiR (total score 0 to 5). Median survival was 23.8, 9.1, 4.5, and 2.6 months for patients with 0, 1-2, 3, and 4-5 points, respectively. In the HCC dataset, CPS (p < 0.001) and gross tumor volume (p = 0.013) were predictive of early death. In the metastatic dataset, serum albumin (p < 0.001) and primary disease site (p = 0.003) were predictive of early death. The AUC for the combined, HCC, and metastatic datasets are 0.78, 0.84, and 0.80, respectively. Poor liver function (defined by CPS and serum albumin) and extrahepatic disease were most predictive of early death, providing clinically important expected survival information for patients and caregivers.
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Affiliation(s)
| | - Haddis Razeghi
- Radiation Oncology, London Health Sciences Centre, London, ON N6A 5W9, Canada; (H.R.); (N.G.); (S.G.); (E.W.); (J.V.); (J.P.)
- Faculty of Nursing, Western University, London, ON N6A 3K7, Canada
| | - Natalie Grindrod
- Radiation Oncology, London Health Sciences Centre, London, ON N6A 5W9, Canada; (H.R.); (N.G.); (S.G.); (E.W.); (J.V.); (J.P.)
- Pathology & Labaratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Stewart Gaede
- Radiation Oncology, London Health Sciences Centre, London, ON N6A 5W9, Canada; (H.R.); (N.G.); (S.G.); (E.W.); (J.V.); (J.P.)
- Department of Physics and Astronomy, Western University, London, ON N6A 3K7, Canada
| | - Eugene Wong
- Radiation Oncology, London Health Sciences Centre, London, ON N6A 5W9, Canada; (H.R.); (N.G.); (S.G.); (E.W.); (J.V.); (J.P.)
- Department of Physics and Astronomy, Western University, London, ON N6A 3K7, Canada
| | - David Tan
- Asian Alliance Radiation & Oncology, Centre for Stereotactic Radiosurgery, Singapore 289891, Singapore;
| | - Jason Vickress
- Radiation Oncology, London Health Sciences Centre, London, ON N6A 5W9, Canada; (H.R.); (N.G.); (S.G.); (E.W.); (J.V.); (J.P.)
- Department of Physics and Astronomy, Western University, London, ON N6A 3K7, Canada
| | - John Patrick
- Radiation Oncology, London Health Sciences Centre, London, ON N6A 5W9, Canada; (H.R.); (N.G.); (S.G.); (E.W.); (J.V.); (J.P.)
| | - Michael Lock
- Radiation Oncology, London Health Sciences Centre, London, ON N6A 5W9, Canada; (H.R.); (N.G.); (S.G.); (E.W.); (J.V.); (J.P.)
- Schulich School of Medicine, Western University, London, ON N6A 3K7, Canada
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Sun L, Hu Z, Xie W, Yang Z, Zeng H, Zhang Y, Chen M, Hu D, Zhou Z, Pan Y. Sequential vs. concurrent systemic therapies in combination with FOLFOX-HAIC for locally advanced hepatocellular carcinoma: a single-center, real-world cohort study. BMC Cancer 2024; 24:1168. [PMID: 39300392 DOI: 10.1186/s12885-024-12940-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 09/11/2024] [Indexed: 09/22/2024] Open
Abstract
BACKGROUND Tri-combination therapy based on hepatic arterial infusion chemotherapy (HAIC) of infusion fluorouracil, leucovorin, and oxaliplatin (FOLFOX-HAIC) plus immune checkpoint inhibitors (ICIs) and tyrosine kinase inhibitors (TKIs) for the locally advanced hepatocellular carcinoma (HCC) patients have been proven effective. However, whether it was best for these HCC patients to start with the most potent therapeutic pattern was still under debate. This retrospective study evaluated the efficacy and safety of FOLFOX-HAIC combined with systemic therapies in the patterns of sequential and concurrent schedules. METHODS This real-world study included 117 unresectable HCC patients who initially received either FOLFOX-HAIC monotherapy (HAIC group, n = 44) or concurrent ICIs and TKIs (ConHAIC group, n = 73) from March 2020 and June 2022, during the period of FOLFOX-HAIC monotherapy in HAIC group, patients in the HAIC group (n = 30) experienced progressive disease (PD) would have their treatment pattern converted from the FOLFOX-HAIC monotherapy to the combination of FOLFOX-HAIC plus ICIs and TKIs sequentially (SeqHAIC group). The progression-free survival (PFS) and overall survival (OS), as primary outcomes, were compared between patients in the SeqHAIC and ConHAIC groups. RESULTS The median follow-up time of the SeqHAIC group was 24.92 months (95% CI, 12.74-37.09 months) and of the ConHAIC group was 17.87 months (95% CI, 16.85-18.89 months) and no significant difference was observed in both PFS (HR, 1.572; 95% CI, 0.848-2.916; p = 0.151) and OS (HR, 1.212; 95% CI, 0.574-2.561; p = 0.614) between the SeqHAIC and the ConHAIC groups. As for the tumor responses, there was no significant difference between the two groups regarding tumor responses, overall response rates (p = 0.658) and disease control rates (p = 0.641) were 50.0%, 45.2%, and 83.3%, 89.0% for the SeqHAIC and the ConHAIC groups, respectively. CONCLUSION Our study revealed that sequential systemic ICIs and TKIs in combination with FOLFOX-HAIC provides similar long-term prognosis and better tolerability compared to concurrent therapy for locally advanced HCC patients. Prospective studies with a larger sample size and longer follow-up are required to validate these findings.
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Affiliation(s)
- Liyang Sun
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
- Guangdong Provnvial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
| | - Zhiwen Hu
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
- Guangdong Provnvial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
| | - Wa Xie
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
- Guangdong Provnvial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
| | - Zhenyun Yang
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
- Guangdong Provnvial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
| | - Huilan Zeng
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
- Guangdong Provnvial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
| | - Yaojun Zhang
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
- Guangdong Provnvial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
| | - Minshan Chen
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
- Guangdong Provnvial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China
| | - Dandan Hu
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, Guangdong, 510060, People's Republic of China.
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China.
- Guangdong Provnvial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China.
| | - Zhongguo Zhou
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, Guangdong, 510060, People's Republic of China.
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China.
- Guangdong Provnvial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China.
| | - Yangxun Pan
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, Guangdong, 510060, People's Republic of China.
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China.
- Guangdong Provnvial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People's Republic of China.
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Liao W, Xu H, Hutton D, Wu Q, Yang Y, Feng M, Lei W, Bai L, Li J, Li Q. Cost-effectiveness analysis of durvalumab plus tremelimumab as first-line therapy in patients with unresectable hepatocellular carcinoma. Ther Adv Med Oncol 2024; 16:17588359241274625. [PMID: 39301138 PMCID: PMC11412210 DOI: 10.1177/17588359241274625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Accepted: 07/05/2024] [Indexed: 09/22/2024] Open
Abstract
Background The HIMALAYA trial found that durvalumab plus tremelimumab significantly prolonged progression-free survival and overall survival in patients with unresectable hepatocellular carcinoma (HCC) compared with sorafenib. Objective This study aimed to investigate the cost-effectiveness of durvalumab plus tremelimumab compared with sorafenib in the first-line HCC setting. Design A Markov model-based cost-effectiveness analysis. Methods We created a Markov model to compare healthcare costs and clinical outcomes of HCC patients treated with durvalumab plus tremelimumab in the first-line setting compared with sorafenib. We estimated transition probabilities from randomized trials. Lifetime direct healthcare costs, quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratios were calculated for first-line durvalumab plus tremelimumab compared with sorafenib from a US payer's perspective. Results In the base case, first-line durvalumab plus tremelimumab was associated with an improvement of 0.29 QALYs compared with sorafenib. While both treatment strategies were associated with considerable lifetime expenditures, first-line durvalumab plus tremelimumab was less expensive than sorafenib ($188,405 vs $218,584). The incremental net monetary benefit for durvalumab plus tremelimumab versus sorafenib was $72,762 (valuing QALYs at $150,000 each). The results of durvalumab plus tremelimumab were better in terms of costs and health outcomes in patients with HBV-related HCC and high alpha-fetoprotein levels. Conclusion First-line durvalumab plus tremelimumab was estimated to be dominant for the treatment of unresectable HCC compared with sorafenib from a US payer's perspective.
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Affiliation(s)
- Weiting Liao
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
- West China Biomedical Big Data Center, Sichuan University, Chengdu, China
| | - Huiqiong Xu
- Division of Abdominal Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
| | - David Hutton
- Department of Health Management and Policy, University of Michigan, Ann Arbor, MI, USA
| | - Qiuji Wu
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
- West China Biomedical Big Data Center, Sichuan University, Chengdu, China
| | - Yang Yang
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
- West China Biomedical Big Data Center, Sichuan University, Chengdu, China
| | - Mingyang Feng
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
- West China Biomedical Big Data Center, Sichuan University, Chengdu, China
| | - Wanting Lei
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
- West China Biomedical Big Data Center, Sichuan University, Chengdu, China
| | - Liangliang Bai
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
- West China Biomedical Big Data Center, Sichuan University, Chengdu, China
| | - Junying Li
- Thoracic Oncology Ward, Cancer Center, West China Hospital, Sichuan University, GuoXue 37, Chengdu 610041, China
| | - Qiu Li
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, GuoXue 37, Chengdu 610041, China
- West China Biomedical Big Data Center, Sichuan University, Chengdu, China
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14
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Chan YT, Zhang C, Wu J, Lu P, Xu L, Yuan H, Feng Y, Chen ZS, Wang N. Biomarkers for diagnosis and therapeutic options in hepatocellular carcinoma. Mol Cancer 2024; 23:189. [PMID: 39242496 PMCID: PMC11378508 DOI: 10.1186/s12943-024-02101-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Accepted: 08/23/2024] [Indexed: 09/09/2024] Open
Abstract
Liver cancer is a global health challenge, causing a significant social-economic burden. Hepatocellular carcinoma (HCC) is the predominant type of primary liver cancer, which is highly heterogeneous in terms of molecular and cellular signatures. Early-stage or small tumors are typically treated with surgery or ablation. Currently, chemotherapies and immunotherapies are the best treatments for unresectable tumors or advanced HCC. However, drug response and acquired resistance are not predictable with the existing systematic guidelines regarding mutation patterns and molecular biomarkers, resulting in sub-optimal treatment outcomes for many patients with atypical molecular profiles. With advanced technological platforms, valuable information such as tumor genetic alterations, epigenetic data, and tumor microenvironments can be obtained from liquid biopsy. The inter- and intra-tumoral heterogeneity of HCC are illustrated, and these collective data provide solid evidence in the decision-making process of treatment regimens. This article reviews the current understanding of HCC detection methods and aims to update the development of HCC surveillance using liquid biopsy. Recent critical findings on the molecular basis, epigenetic profiles, circulating tumor cells, circulating DNAs, and omics studies are elaborated for HCC diagnosis. Besides, biomarkers related to the choice of therapeutic options are discussed. Some notable recent clinical trials working on targeted therapies are also highlighted. Insights are provided to translate the knowledge into potential biomarkers for detection and diagnosis, prognosis, treatment response, and drug resistance indicators in clinical practice.
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Affiliation(s)
- Yau-Tuen Chan
- School of Chinese Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Cheng Zhang
- School of Chinese Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Junyu Wu
- School of Chinese Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Pengde Lu
- School of Chinese Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Lin Xu
- School of Chinese Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Hongchao Yuan
- School of Chinese Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Yibin Feng
- School of Chinese Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Zhe-Sheng Chen
- School of Chinese Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong.
- Department of Pharmaceutical Sciences, College of Pharmacy and Health Sciences, St. John's University, 8000 Utopia Parkway, Queens, NY, 11439, USA.
| | - Ning Wang
- School of Chinese Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong.
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Qi L, Zhu Y, Li J, Zhou M, Liu B, Chen J, Shen J. CT radiomics-based biomarkers can predict response to immunotherapy in hepatocellular carcinoma. Sci Rep 2024; 14:20027. [PMID: 39198563 PMCID: PMC11358293 DOI: 10.1038/s41598-024-70208-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Accepted: 08/13/2024] [Indexed: 09/01/2024] Open
Abstract
Hepatocellular Carcinoma (HCC) remains a leading cause of cancer deaths. Despite the rise of immunotherapies, many HCC patients don't benefit. There's a clear need for biomarkers to guide treatment decisions. This research aims to identify such biomarkers by combining radiological data and machine learning. We analyzed clinical and CT imaging data of 54 HCC patients undergoing immunotherapy. Radiologic features were examined to develop a model predicting short-term immunotherapy effects. We utilized 9 machine learning and 2 ensemble learning techniques using RapidMiner for model construction. We conducted the validation of the above feature combination using 29 HCC patients who received immunotherapy from another hospital, and tested and validated it using XGBoost combined with a genetic algorithm. In 54 HCC patients, radiomics features varied significantly between those with partial response (PR) and stable disease (SD). Key features in Gray Level Run Length Matrix (GLRLM) and in adjacent tissues' Intensity Direct, Neighborhood Gray Tone Difference Matrix (NGTDM), and Shape correlated with short-term immunotherapy efficacy. Selected feature combinations of 15, 19, and 8/15 features yielded better outcomes. Deep learning, random forest, and naive bayes outperformed other methods, with Bagging being more reliable than Adaboost. In the validation set of 29 HCC patients, the mentioned feature combination also demonstrated favorable performance. Furthermore, we achieved improved results when employing XGBoost in conjunction with a genetic algorithm for testing and validation. The machine learning model built with CT image features derived from GLCM, GLRLM, IntensityDirect, NGTDM, and Shape can accurately forecast the short-term efficacy of immunotherapy for HCC.
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Affiliation(s)
- Liang Qi
- The Comprehensive Cancer Centre, Department of Oncology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, No.321 Zhongshan Road, Nanjing, 210008, China
| | - Yahui Zhu
- The Comprehensive Cancer Centre, Department of Oncology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, No.321 Zhongshan Road, Nanjing, 210008, China
| | - Jinxin Li
- Department of Li Ka Shing Faculty of Medicine, The University of Hong Kong, HKSAR, China
| | - Mingzhen Zhou
- The Comprehensive Cancer Centre, Department of Oncology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
| | - Baorui Liu
- The Comprehensive Cancer Centre, Department of Oncology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, No.321 Zhongshan Road, Nanjing, 210008, China.
- The Comprehensive Cancer Centre, Department of Oncology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China.
| | - Jiu Chen
- Department of Radiology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, No.321 Zhongshan Road, Nanjing, 210008, China.
- Institute of Medical Imaging and Artificial Intelligence, Nanjing University, Nanjing, China.
| | - Jie Shen
- The Comprehensive Cancer Centre, Department of Oncology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, No.321 Zhongshan Road, Nanjing, 210008, China.
- The Comprehensive Cancer Centre, Department of Oncology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China.
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16
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Wang J, Xiao P, Li X, Wu W, Shi D, Lin W, Wu Z. Predictive value of circulating immune cell changes in response to PD-1 blockade and TKI therapy in patients with hepatocellular carcinoma. Clin Res Hepatol Gastroenterol 2024; 48:102390. [PMID: 38823631 DOI: 10.1016/j.clinre.2024.102390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 05/24/2024] [Accepted: 05/29/2024] [Indexed: 06/03/2024]
Abstract
PURPOSE This study investigated the dynamic changes in circulating immune cells following immune checkpoint inhibitors (ICIs), tyrosine kinase inhibitors (TKIs), and interventional therapy in hepatocellular carcinoma (HCC). METHODS HCC patients undergoing transarterial chemoembolization (TACE), TKI, and ICI treatment were included in the treatment group. Peripheral blood samples were collected from these patients before each cycle of PD-1 blockade treatment. Flow cytometry analysis was conducted to assess the composition of peripheral immune cells and identify PD-1-expressing T cells. RESULTS The treatment group showed a median time-to-tumor progression (TTP) of 8 months and an overall survival (OS) of 19 months. In comparison, the control group had 6 months and 15 months respectively. These differences were statistically significant (P = 0.029 for TTP and P = 0.020 for OS). In HCC patients receiving Lenvatinib, more circulating natural killer (NK) cells were noted. After 1-2 cycles of PD-1 antibody treatment, a general decline in the proportion of circulating PD-1+T cells was found, indicating individual variations in response. CONCLUSION Circulating immune cells have the potential to serve as indicators of the response to immunotherapy, providing a means to monitor dynamic changes and optimize treatment for HCC.
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Affiliation(s)
- Jianpeng Wang
- Target and Interventional Radiology Department of Oncology, First People's Hospital of Foshan, Foshan, China.
| | - Ping Xiao
- Department of Experimental Research, First People's Hospital of Foshan, Foshan, China
| | - Xishan Li
- Department of Interventional Radiology, Guangzhou First People's Hospital, The Second Affiliated Hospital of South China University of Technology, Guangzhou, China
| | - Wenyu Wu
- Target and Interventional Radiology Department of Oncology, First People's Hospital of Foshan, Foshan, China
| | - Degang Shi
- Target and Interventional Radiology Department of Oncology, First People's Hospital of Foshan, Foshan, China
| | - Wei Lin
- Department of Experimental Research, First People's Hospital of Foshan, Foshan, China
| | - Zuchang Wu
- Department of Experimental Research, First People's Hospital of Foshan, Foshan, China
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17
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Lee JY, Sung PS. Clinical Parameters Work Well as Predictive Factors for Atezolizumab and Bevacizumab Treatment in Hepatocellular Carcinoma. Gut Liver 2024; 18:558-559. [PMID: 39005198 PMCID: PMC11249948 DOI: 10.5009/gnl240274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/16/2024] Open
Affiliation(s)
- Ji Yeon Lee
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Internal Medicine, Seoul St. Mary’s Hospital, Seoul, Korea
| | - Pil Soo Sung
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Internal Medicine, Seoul St. Mary’s Hospital, Seoul, Korea
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18
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Song BG, Goh MJ, Kang W, Sinn DH, Gwak GY, Choi MS, Lee JH, Paik YH. Analysis of Factors Predicting the Real-World Efficacy of Atezolizumab and Bevacizumab in Patients with Advanced Hepatocellular Carcinoma. Gut Liver 2024; 18:709-718. [PMID: 38932499 PMCID: PMC11249941 DOI: 10.5009/gnl240085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 04/21/2024] [Accepted: 04/22/2024] [Indexed: 06/28/2024] Open
Abstract
Background/Aims Atezolizumab and bevacizumab have shown promising results for the treatment of advanced hepatocellular carcinoma (HCC) in clinical trials. In this study, the real-world efficacy and safety of atezolizumab and bevacizumab in treating advanced HCC were evaluated. Methods In this retrospective study of patients at a Korean tertiary cancer center, 111 patients with Barcelona Clinic Liver Cancer stage B or C HCC received atezolizumab and bevacizumab as first-line therapy from May 2022 to June 2023. We assessed the progression-free survival (PFS), overall response rate (ORR), disease control rate (DCR), and adverse events. Results Patients with Barcelona Clinic Liver Cancer stage C HCC and Child-Pugh class A liver function were included in the study. The median PFS was 6.5 months, with an ORR of 27% and a DCR of 63%. Several factors, including the albumin-bilirubin grade, age, C-reactive protein and α-fetoprotein in immunotherapy score, macrovascular invasion, lung metastases, and combined radiotherapy, were found to significantly influence PFS (p<0.05). Patients with peritoneal seeding showed an higher ORR. The safety profile was consistent with that observed in clinical trials. Conclusions Atezolizumab and bevacizumab demonstrated real-world efficacy in the treatment of advanced HCC, with ORRs and DCRs aligning with those observed in clinical trials. Variations in PFS and ORR based on specific risk factors highlight the potential of atezolizumab and bevacizumab in precision medicine for advanced HCC.
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Affiliation(s)
- Byeong Geun Song
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Myung Ji Goh
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Wonseok Kang
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Dong Hyun Sinn
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Geum-Youn Gwak
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Moon Seok Choi
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Joon Hyeok Lee
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yong-Han Paik
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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Zhou Y, Ouyang J, Yang H, Wang Z, Yang Y, Li Q, Zhao H, Zhou J, Li Q. The Influence of Visceral Adiposity on Overall Survival: Exploring "Obesity Paradox" Among Hepatocellular Carcinoma Patients Who Receiving Immunotherapy. J Hepatocell Carcinoma 2024; 11:1193-1206. [PMID: 38946842 PMCID: PMC11212812 DOI: 10.2147/jhc.s453262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 06/06/2024] [Indexed: 07/02/2024] Open
Abstract
Purpose The impact of visceral adiposity on overall survival (OS) in hepatocellular carcinoma (HCC) receiving immunotherapy was unclear. We aimed to determine how visceral adiposity affected OS and explore the interrelationships between visceral adiposity, body mass index (BMI), and other body compositions. Patients and Methods Data from three centers were retrospectively analyzed. Skeletal muscle index (SMI), skeletal muscle density (SMD), visceral adipose tissue index (VATI), and subcutaneous adipose tissue index (SATI) were used to define each body composition. The BMI subgroups included the underweight, the normal weight, and the obesity. The Log rank test compared survival curves calculated by the Kaplan-Meier method. The relationships between body compositions and BMI with OS were examined using Cox proportional risk regression models. Results A total of 305 patients who met the criteria were included. Patients with low VATI had significantly worse OS (P = 0.001). The protections of VATI (P = 0.011) on OS were independent of covariates. However, after additional adjustment of SMI, the effect of VATI on OS disappeared (P = 0.146), but the effect of SMD on OS did not (P = 0.021). BMI has a significant U-shaped relationship with OS, and the effect of BMI on OS equally disappeared after additional adjustment by SMI. Conclusion This study first demonstrated that high VATI and mid-level BMI were protective for the survival of patients with HCC receiving immunotherapy. Skeletal muscle status (including SMI and SMD) may be the better predictor for outcomes of patients with HCC receiving immunotherapy.
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Affiliation(s)
- Yanzhao Zhou
- Department of Hepatobiliary Cancer, Liver Cancer Research Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin, People’s Republic of China
| | - Jingzhong Ouyang
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan, People’s Republic of China
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
- Key Laboratory of Gene Editing Screening and Research and Development (R&D) of Digestive System Tumor Drugs, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Hongcai Yang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Zhengzheng Wang
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan, People’s Republic of China
| | - Yi Yang
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
- Key Laboratory of Gene Editing Screening and Research and Development (R&D) of Digestive System Tumor Drugs, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Qingjun Li
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan, People’s Republic of China
| | - Haitao Zhao
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Jinxue Zhou
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan, People’s Republic of China
| | - Qiang Li
- Department of Hepatobiliary Cancer, Liver Cancer Research Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin, People’s Republic of China
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20
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Simonetto DA, Winder GS, Connor AA, Terrault NA. Liver transplantation for alcohol-associated liver disease. Hepatology 2024:01515467-990000000-00916. [PMID: 38889100 DOI: 10.1097/hep.0000000000000978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 05/31/2024] [Indexed: 06/20/2024]
Abstract
Alcohol-associated liver disease (ALD) is a major cause of morbidity and mortality worldwide, and a leading indication for liver transplantation (LT) in many countries, including the United States. However, LT for ALD is a complex and evolving field with ethical, social, and medical challenges. Thus, it requires a multidisciplinary approach and individualized decision-making. Short-term and long-term patient and graft survival of patients undergoing LT for ALD are comparable to other indications, but there is a continued need to develop better tools to identify patients who may benefit from LT, improve the pretransplant and posttransplant management of ALD, and evaluate the impact of LT for ALD on the organ donation and transplantation systems. In this review, we summarize the current evidence on LT for ALD, from alcohol-associated hepatitis to decompensated alcohol-associated cirrhosis. We discuss the indications, criteria, outcomes, and controversies of LT for these conditions and highlight the knowledge gaps and research priorities in this field.
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Affiliation(s)
- Douglas A Simonetto
- Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Ashton A Connor
- Department of Surgery, Houston Methodist Hospital, Houston, Texas, USA
| | - Norah A Terrault
- Division of Gastrointestinal and Liver Diseases, Department of Medicine, University of Southern California, Los Angeles, California, USA
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Chen BB, Liang PC, Shih TTF, Liu TH, Shen YC, Lu LC, Lin ZZ, Hsu C, Hsu CH, Cheng AL, Shao YY. Changes in Posttreatment Spleen Volume Associated with Immunotherapy Outcomes for Advanced Hepatocellular Carcinoma. J Hepatocell Carcinoma 2024; 11:1015-1029. [PMID: 38854818 PMCID: PMC11162638 DOI: 10.2147/jhc.s462470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 05/25/2024] [Indexed: 06/11/2024] Open
Abstract
Purpose We investigated whether spleen volume (SV) changes were associated with treatment outcomes in advanced hepatocellular carcinoma (HCC) patients who received immunotherapy or first-line sorafenib. Patients and Methods Patients with advanced HCC who underwent immunotherapy or first-line sorafenib at our institute were retrospectively analyzed. CT was used to measure SV before and within 3 months of treatment initiation. Tumor assessment followed Response Evaluation Criteria in Solid Tumors version 1.1. The association between SV change and tumor response or progression-free survival (PFS) was analyzed. The inverse probability of treatment weighting (IPTW) was used to adjust for differences in baseline characteristics. Results The immunotherapy group comprised 143 patients (124 men, mean age, 59.8 years ± 11.2 [standard deviation]), while the sorafenib group had 57 (47 men, mean age, 59.6 years ± 9.9). SV increased in 108 (75.5%) immunotherapy and 21 (36.8%) sorafenib patients. In the immunotherapy group, patients with increased SV were more likely than those with decreased SV to have a higher disease control rate (76.9% vs 57.1%, p = 0.024) and durable clinical benefit (52.8% vs 25.7%, p = 0.005). It was also associated with extended PFS in the immunotherapy group in both the univariate (p = 0.028) and multivariate (p = 0.014) analysis. By contrast, in the sorafenib group, an increased in SV was not associated with treatment response but was presumably associated with reduced PFS (p = 0.072) in the multivariate analysis. After IPTW adjustment, the increase in SV remained a significant predictor for DCB and PFS in the immunotherapy group. Conclusion Most patients exhibited an increase in SV after the initiation of immunotherapy, which may be used to predict response and prognosis. However, this association was not observed in patients who received sorafenib.
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Affiliation(s)
- Bang-Bin Chen
- Department of Medical Imaging, National Taiwan University Hospital, Taipei City, Taiwan
- Department of Radiology, College of Medicine, National Taiwan University, Taipei City, Taiwan
| | - Po-Chin Liang
- Department of Medical Imaging, National Taiwan University Hospital, Taipei City, Taiwan
- Department of Radiology, College of Medicine, National Taiwan University, Taipei City, Taiwan
- Department of Medical Imaging, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu City, 300, Taiwan
| | - Tiffany Ting-Fang Shih
- Department of Medical Imaging, National Taiwan University Hospital, Taipei City, Taiwan
- Department of Radiology, College of Medicine, National Taiwan University, Taipei City, Taiwan
| | - Tsung-Hao Liu
- Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan
- Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei City, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Ying-Chun Shen
- Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan
- Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei City, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Li-Chun Lu
- Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan
- Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei City, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Zhong-Zhe Lin
- Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Chiun Hsu
- Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan
- Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei City, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Chih-Hung Hsu
- Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan
- Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei City, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Ann-Lii Cheng
- Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan
- Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei City, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Yu-Yun Shao
- Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan
- Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei City, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
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Zheng Z, Mei J, Guan R, Zhang J, Xiong X, Gan J, Li S, Guo R. A novel liver-function-indicators-based prognosis signature for patients with hepatocellular carcinoma treated with anti-programmed cell death-1 therapy. Cancer Immunol Immunother 2024; 73:158. [PMID: 38834790 PMCID: PMC11150358 DOI: 10.1007/s00262-024-03713-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 04/22/2024] [Indexed: 06/06/2024]
Abstract
BACKGROUND The liver function reserve has a significant impact on the therapeutic effects of anti-programmed cell death-1 (PD-1) for hepatocellular carcinoma (HCC). This study aimed to comprehensively evaluate the ability of liver-function-based indicators to predict prognosis and construct a novel prognostic score for HCC patients with anti-PD-1 immunotherapy. METHODS Between July 2018 and January 2020, patients diagnosed with HCC who received anti-PD-1 treatment were screened for inclusion in the study. The valuable prognostic liver-function-based indicators were selected using Cox proportional hazards regression analysis to build a novel liver-function-indicators-based signature (LFIS). Concordance index (C-index), the area under the receiver operating characteristic (ROC) curve (AUC), and Kaplan-Meier survival curves were utilized to access the predictive performance of LFIS. RESULTS A total of 434 HCC patients who received anti-PD-1 treatment were included in the study. The LFIS, based on alkaline phosphatase-to-albumin ratio index, Child-Pugh score, platelet-albumin score, aspartate aminotransferase-to-lymphocyte ratio index, and gamma-glutamyl transpeptidase-to-lymphocyte ratio index, was constructed and identified as an independent risk factor for patient survival. The C-index of LFIS for overall survival (OS) was 0.692, which was higher than the other single liver-function-based indicator. The AUC of LFIS at 6-, 12-, 18-, and 24-month were 0.74, 0.714, 0.747, and 0.865 for OS, respectively. Patients in the higher-risk LFIS group were associated with both worse OS and PFS. An online and easy-to-use calculator was further constructed for better application of the LFIS signature. CONCLUSION The LFIS score had an excellent prognosis prediction ability superior to every single liver-function-based indicator for anti-PD-1 treatment in HCC patients. It is a reliable, easy-to-use tool to stratify risk for OS and PFS in HCC patients who received anti-PD-1 treatment.
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Affiliation(s)
- Zehao Zheng
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Jie Mei
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Renguo Guan
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Jiqi Zhang
- Sun Yat-Sen University, Guangzhou, China
| | - Xinhao Xiong
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Junyu Gan
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Shaohua Li
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, China.
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, China.
| | - Rongping Guo
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, China.
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, China.
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Meischl T, Balcar L, Park YR, Bucher L, Meier P, Suhr Y, Pomej K, Mandorfer M, Reiberger T, Trauner M, Scheiner B, Pinter M. Anaemia is independently associated with mortality in patients with hepatocellular carcinoma. ESMO Open 2024; 9:103593. [PMID: 38848660 PMCID: PMC11214999 DOI: 10.1016/j.esmoop.2024.103593] [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: 01/30/2024] [Revised: 05/03/2024] [Accepted: 05/14/2024] [Indexed: 06/09/2024] Open
Abstract
BACKGROUND Anaemia is frequent in patients with cancer and/or liver cirrhosis and is associated with impaired quality of life. Here, we investigated the impact of anaemia on overall survival (OS) and clinical characteristics in patients with hepatocellular carcinoma (HCC). MATERIALS AND METHODS HCC patients treated between 1992 and 2018 at the Medical University of Vienna were retrospectively analysed. Anaemia was defined as haemoglobin level <13 g/dl in men and <12 g/dl in women. RESULTS Of 1262 assessable patients, 555 (44.0%) had anaemia. The main aetiologies of HCC were alcohol-related liver disease (n = 502; 39.8%) and chronic hepatitis C (n = 375; 29.7%). Anaemia was significantly associated with impaired liver function, portal hypertension, more advanced Barcelona Clinic Liver Cancer stage and elevated C-reactive protein (CRP). In univariable analysis, anaemia was significantly associated with shorter median OS [9.5 months, 95% confidence interval (95% CI) 7.3-11.6 months] versus patients without anaemia (21.5 months, 95% CI 18.3-24.7 months) (P < 0.001). In multivariable analysis adjusted for age, Model for End-stage Liver Disease, number of tumour nodules, size of the largest nodule, macrovascular invasion, extrahepatic spread, first treatment line, alpha-fetoprotein and CRP, anaemia remained an independent predictor of mortality (adjusted hazard ratio 1.23, 95% CI 1.06-1.43, P = 0.006). CONCLUSIONS Anaemia was significantly associated with mortality in HCC patients, independent of established liver- and tumour-related prognostic factors. Whether adequate management of anaemia can improve outcome of HCC patients needs further evaluation.
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Affiliation(s)
- T Meischl
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna; 3(rd) Medical Department (Haematology & Oncology), Hanusch-Krankenhaus, Vienna, Austria
| | - L Balcar
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna
| | - Y-R Park
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna; Department of Dermatology, University Hospital Regensburg, Regensburg, Germany
| | - L Bucher
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna
| | - P Meier
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna
| | - Y Suhr
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna
| | - K Pomej
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna
| | - M Mandorfer
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna
| | - T Reiberger
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna; Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
| | - M Trauner
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna
| | - B Scheiner
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna
| | - M Pinter
- Division of Gastroenterology und Hepatology, Department of Medicine III, Medical University of Vienna, Vienna; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna.
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Yang S, Liang H, Li X, Qian J, Ming Z. Is the TAE score a promising prognostic predictor for unresectable hepatocellular carcinoma treated with TACE plus lenvatinib with PD‑1 inhibitors? Further validation should be performed. Hepatol Int 2024; 18:1058-1059. [PMID: 38717694 DOI: 10.1007/s12072-024-10676-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 03/19/2024] [Indexed: 05/25/2024]
Affiliation(s)
- Shiye Yang
- Department of Vascular Surgery, Nantong First People's Hospital, The Second Affiliated Hospital of Nantong University, 666 Shengli Road, Chongchuan District, Nantong, 226014, Jiangsu, China
| | - Huoqi Liang
- Department of Vascular Surgery, Nantong First People's Hospital, The Second Affiliated Hospital of Nantong University, 666 Shengli Road, Chongchuan District, Nantong, 226014, Jiangsu, China
| | - Xing Li
- Department of Vascular Surgery, Nantong First People's Hospital, The Second Affiliated Hospital of Nantong University, 666 Shengli Road, Chongchuan District, Nantong, 226014, Jiangsu, China
| | - Jiayi Qian
- Department of Vascular Surgery, Nantong First People's Hospital, The Second Affiliated Hospital of Nantong University, 666 Shengli Road, Chongchuan District, Nantong, 226014, Jiangsu, China
| | - Zhibing Ming
- Department of Vascular Surgery, Nantong First People's Hospital, The Second Affiliated Hospital of Nantong University, 666 Shengli Road, Chongchuan District, Nantong, 226014, Jiangsu, China.
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25
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Zhang L, Yang H, Ning S, Wu Z, Wang D, Liang H, Wang C, Chang X. CRAFITY score benefits hepatocellular carcinoma patients treated with transarterial chemoembolization and lenvatinib. Cancer Med 2024; 13:e7410. [PMID: 38923354 PMCID: PMC11194610 DOI: 10.1002/cam4.7410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 05/24/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND The CRAFITY score serves as a simple and effective predictive model for individuals diagnosed with hepatocellular carcinoma (HCC) and subjected to treatment with atezolizumab and bevacizumab (Atez/Bev). However, no large sample size studies have reported the application of the CRAFITY score among HCC patients undergoing transarterial chemoembolization (TACE) in conjunction with lenvatinib. This research aims to assess the prognostic role of the CRAFITY score in the context of individuals with HCC receiving TACE in combination with lenvatinib. METHODS This retrospective analysis encompassed 314 individuals diagnosed with HCC who underwent the combination of TACE and lenvatinib at two medical facilities in China from August 2019 to August 2022 (comprising a training cohort of n = 172 and a validation cohort of n = 142). We investigated the prognostic values of overall survival (OS), progression-free survival (PFS), disease control rate, and objective response rate in the training cohort based on the CRAFITY scores. Furthermore, the predictive capacity of the model was corroborated through validation using an external cohort. RESULTS We included 174 and 142 patients treated with TACE plus lenvatinib in the training and validation cohorts, correspondingly. PFS and OS differed across all three groups in all training and validation cohorts, based on the CRAFITY score (p < 0.001). In both cohorts, the CRAFITY score effectively predicted tumor response (p < 0.001). Moreover, among the 121 patients who received TACE, lenvatinib, and immunotherapy, the CRAFITY score showed promising predictive efficacy in PFS and OS. CONCLUSIONS The CRAFITY score, utilizing C-reactive protein and alpha-fetoprotein values, emerges as a dependable and pragmatic instrument for forecasting the effectiveness of TACE plus lenvatinib in individuals with unresectable HCC. This scoring system holds the potential to assist oncologists in making informed clinical decisions.
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Affiliation(s)
- Lin Zhang
- Department of Interventional Therapy I, Shandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinanShandongChina
| | - Hongcai Yang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Shangkun Ning
- Department of Interventional Therapy I, Shandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinanShandongChina
| | - Zhijuan Wu
- Department of gerontologyCentral Hospital Affiliated to Shandong First Medical UniversityJinanShandongChina
| | - Dianzhe Wang
- Department of Radiology, Shandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinanShandongChina
| | - Hexin Liang
- Department of Radiology, Shandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinanShandongChina
| | - Chunni Wang
- Department of Radiation Oncology, Shandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinanShandongChina
| | - Xu Chang
- Department of Interventional Therapy II, Shandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinanShandongChina
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Kaneko S, Asahina Y, Murakawa M, Ueyama S, Maeyashiki C, Watanabe H, Kusano-Kitazume A, Sato A, Uchidate K, Asakawa T, Watanabe S, Iizuka Y, Shibata I, Oooka S, Karakama Y, Fujii T, Watabe T, Akahoshi K, Tanabe M, Inada K, Mochida T, Watakabe K, Shimizu T, Tsuchiya J, Miyoshi M, Kitahata-Kawai F, Nitta S, Nakagawa M, Kakinuma S, Okamoto R. Prognostic significance of C-reactive protein in unresectable hepatocellular carcinoma treated with atezolizumab and bevacizumab. Hepatol Res 2024; 54:562-574. [PMID: 38133587 DOI: 10.1111/hepr.14001] [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: 09/26/2023] [Revised: 11/26/2023] [Accepted: 12/11/2023] [Indexed: 12/23/2023]
Abstract
AIM C-reactive protein (CRP) is both an inflammatory and prognostic marker in various cancers. This study aimed to elucidate the characteristics of CRP and the prognostic factors in patients who were administered with atezolizumab plus bevacizumab (ATZ + BEV) for unresectable hepatocellular carcinoma (HCC). METHODS A total of 213 patients who received ATZ + BEV for HCC from November 2020 to March 2023 at 15 hospitals were enrolled in this retrospective study. The prognosis was analyzed by subdividing the patients based on baseline characteristics, radiologic response, and treatment lines. Accuracy of survival prediction was assessed using CRP, alpha fetoprotein (AFP), C-reactive protein and alpha fetoprotein in immunotherapy (CRAFITY), and Glasgow Prognostic Score. RESULTS Compared with patients with baseline CRP <1 mg/dL, those with baseline CRP ≥1 mg/dL (n = 45) had a significantly higher baseline albumin-bilirubin score and AFP levels, significantly lower disease control rate (62.2%), and significantly shorter median overall survival (hazards ratios 2.292; 95% confidence interval 1.313-5.107; log-rank test, p < 0.001). Multivariate analysis identified CRP ≥1 mg/dL, AFP ≥100 ng/mL, and modified albumin-bilirubin grade as the significant prognostic factors. The baseline CRP, AFP, CRAFITY, and Glasgow Prognostic Score demonstrated higher discrimination for 1-year survival prediction after first-line ATZ + BEV administration, compared with beyond second line, with area under the receiver operating characteristic curves of 0.759, 0.761, 0.805, and 0.717, respectively. CONCLUSIONS CRP was a significant biomarker in patients treated with ATZ + BEV for HCC. Elevated CRP levels may indicate aggressive cancer progression and potential resistance to ATZ + BEV therapy.
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Affiliation(s)
- Shun Kaneko
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yasuhiro Asahina
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
- Department of Liver Disease Control, Tokyo Medical and Dental University, Tokyo, Japan
| | - Miyako Murakawa
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Shunsuke Ueyama
- Department of Gastroenterology and Hepatology, Tsuchiura Kyodo General Hospital, Ibaraki, Japan
| | - Chiaki Maeyashiki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Hideki Watanabe
- Department of Gastroenterology and Hepatology, Yokosuka Kyosai Hospital, Kanagawa, Japan
| | - Akiko Kusano-Kitazume
- Department of Gastroenterology and Hepatology, Tokyo Metropolitan Tama Medical Center, Tokyo, Japan
| | - Ayako Sato
- Department of Gastroenterology and Hepatology, Tokyo Metropolitan Bokutoh Hospital, Tokyo, Japan
| | - Kozue Uchidate
- Department of Gastroenterology and Hepatology, JA Toride Medical Center, Ibaraki, Japan
| | - Takehito Asakawa
- Department of Gastroenterology and Hepatology, Yokohama City Minato Red Cross Hospital, Kanagawa, Japan
| | - Sho Watanabe
- Department of Gastroenterology and Hepatology, Soka Municipal Hospital, Saitama, Japan
| | - Yasuhiro Iizuka
- Department of Gastroenterology and Hepatology, Kashiwa Municipal Hospital, Chiba, Japan
| | - Isamu Shibata
- Department of Gastroenterology, National Hospital Organization Disaster Medical Center, Tokyo, Japan
| | - Shinya Oooka
- Department of Medical Oncology, Showa General Hospital, Tokyo, Japan
| | - Yuko Karakama
- Department of Gastroenterology and Hepatology, Tokyo Kyosai Hospital, Tokyo, Japan
| | - Takashi Fujii
- Department of Gastroenterology and Hepatology, Tokyo Metropolitan Hiroo Hospital, Tokyo, Japan
| | - Taro Watabe
- Department of Gastroenterology and Hepatology, Ome Municipal General Hospital, Tokyo, Japan
| | - Keiichi Akahoshi
- Department of Hepatobiliary and Pancreatic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Minoru Tanabe
- Department of Hepatobiliary and Pancreatic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Kento Inada
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Tomohiro Mochida
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Keiya Watakabe
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Taro Shimizu
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Jun Tsuchiya
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Masato Miyoshi
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Fukiko Kitahata-Kawai
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Sayuri Nitta
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Mina Nakagawa
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
- Institute of Education, Tokyo Medical and Dental University, Tokyo, Japan
| | - Sei Kakinuma
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Ryuichi Okamoto
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
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27
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Abdelrahim M, Esmail A, Divatia MK, Xu J, Kodali S, Victor DW, Brombosz E, Connor AA, Saharia A, Elaileh A, Kaseb AO, Ghobrial RM. Utilization of Immunotherapy as a Neoadjuvant Therapy for Liver Transplant Recipients with Hepatocellular Carcinoma. J Clin Med 2024; 13:3068. [PMID: 38892779 PMCID: PMC11172993 DOI: 10.3390/jcm13113068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/09/2024] [Accepted: 05/14/2024] [Indexed: 06/21/2024] Open
Abstract
Background: Hepatocellular carcinoma (HCC) is widely recognized as the predominant type of primary liver malignancy. Orthotopic liver transplantation (OLT) has emerged as a highly effective treatment option for unresectable HCC. Immunotherapies as neoadjuvant options are now being actively investigated in the transplant oncology era to enhance outcomes in patients with HCC. Here, we report our experience with patients with HCC who had received Immune Checkpoint Inhibitors (ICPI) prior to curative OLT. Methods: This was a retrospective cohort that included patients with HCC who received ICPI prior to OLT at a single institution from January 2019 to August 2023. Graft rejection was assessed and reported along with the type of ICPI, malignancy treated, and the timing of ICPI in association with OLT. Results: During this cohort period, six patients with HCC underwent OLT after neoadjuvant ICPI. All patients were male with a median age of 61 (interquartile range: 59-64) years at OLT. Etiology associated with HCC was viral (N = 4) or Non-alcoholic steatohepatitis, NASH (N = 2). Tumor focality was multifocal (N = 4) and unifocal (N = 2). Lymphovascular invasion was identified in four patients. No perineural invasion was identified in any of the patients. All patients received ICPI including atezolizumab/bevacizumab (N = 4), nivolumab/ipilimumab (N = 1), and nivolumab as monotherapy (N = 1). All patients received either single or combined liver-directed/locoregional therapy, including transarterial chemoembolization (TACE), Yttrium-90 (Y90), stereotactic body radiotherapy (SBRT), and radiofrequency ablation (RFA). The median washout period was 5 months. All patients responded to ICPI and achieved a safe and successful OLT. All patients received tacrolimus plus mycophenolate as immunosuppressant (IS) therapy post-OLT and one patient received prednisone as additional IS. No patient had clinical evidence of rejection. Conclusions: This cohort emphasizes the success of tumor downstaging by ICPI for OLT when employed as the neoadjuvant therapy strategy. In addition, this study illustrated the importance of timing for the administration of ICPI before OLT. Given the lack of conclusive evidence in this therapeutic area, we believe that our study lays the groundwork for prospective trials to further examine the impact of ICPI prior to OLT.
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Affiliation(s)
- Maen Abdelrahim
- Section of GI Oncology, Department of Medical Oncology, Houston Methodist Neal Cancer Center, Houston Meth-Odist Hospital, Houston, TX 77030, USA; (A.E.)
- Cockrell Center of Advanced Therapeutics Phase I Program, Houston Methodist Research Institute, Houston, TX 77030, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Abdullah Esmail
- Section of GI Oncology, Department of Medical Oncology, Houston Methodist Neal Cancer Center, Houston Meth-Odist Hospital, Houston, TX 77030, USA; (A.E.)
| | - Mukul K. Divatia
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, TX 77030, USA
| | - Jiaqiong Xu
- Section of GI Oncology, Department of Medical Oncology, Houston Methodist Neal Cancer Center, Houston Meth-Odist Hospital, Houston, TX 77030, USA; (A.E.)
| | - Sudha Kodali
- Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
- Lynda K. and David M. Underwood Center for Digestive Disorders, Department of Medicine, Houston Methodist Hospital, Houston, TX 77030, USA
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, JC Walter Jr. Center for Transplantation, Houston Methodist Hospital, Houston, TX 77030, USA
| | - David W. Victor
- Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
- Lynda K. and David M. Underwood Center for Digestive Disorders, Department of Medicine, Houston Methodist Hospital, Houston, TX 77030, USA
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, JC Walter Jr. Center for Transplantation, Houston Methodist Hospital, Houston, TX 77030, USA
| | - Elizabeth Brombosz
- Department of Surgery, Houston Methodist Hospital, Houston, TX 77030, USA
| | - Ashton A. Connor
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, JC Walter Jr. Center for Transplantation, Houston Methodist Hospital, Houston, TX 77030, USA
- Department of Surgery, Houston Methodist Hospital, Houston, TX 77030, USA
- Department of Surgery, Weill Cornell Medical College, New York, NY 10065, USA
| | - Ashish Saharia
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, JC Walter Jr. Center for Transplantation, Houston Methodist Hospital, Houston, TX 77030, USA
- Department of Surgery, Houston Methodist Hospital, Houston, TX 77030, USA
- Department of Surgery, Weill Cornell Medical College, New York, NY 10065, USA
| | - Ahmed Elaileh
- Department of Surgery, Houston Methodist Hospital, Houston, TX 77030, USA
| | - Ahmed O. Kaseb
- Department of Gastrointestinal (GI) Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Rafik Mark Ghobrial
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, JC Walter Jr. Center for Transplantation, Houston Methodist Hospital, Houston, TX 77030, USA
- Department of Surgery, Houston Methodist Hospital, Houston, TX 77030, USA
- Department of Surgery, Weill Cornell Medical College, New York, NY 10065, USA
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Yeo YH, Lee YT, Tseng HR, Zhu Y, You S, Agopian VG, Yang JD. Alpha-fetoprotein: Past, present, and future. Hepatol Commun 2024; 8:e0422. [PMID: 38619448 PMCID: PMC11019827 DOI: 10.1097/hc9.0000000000000422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Accepted: 01/29/2024] [Indexed: 04/16/2024] Open
Abstract
Alpha-fetoprotein (AFP) is a glycoprotein that plays an important role in immune regulation with critical involvement in early human development and maintaining the immune balance during pregnancy. Postfetal development, the regulatory mechanisms controlling AFP undergo a shift and AFP gene transcription is suppressed. Instead, these enhancers refocus their activity to maintain albumin gene transcription throughout adulthood. During the postnatal period, AFP expression can increase in the setting of hepatocyte injury, regeneration, and malignant transformation. It is the first oncoprotein discovered and is routinely used as part of a screening strategy for HCC. AFP has been shown to be a powerful prognostic biomarker, and multiple HCC prognosis models confirmed the independent prognostic utility of AFP. AFP is also a useful predictive biomarker for monitoring the treatment response of HCC. In addition to its role as a biomarker, AFP plays important roles in immune modulation to promote tumorigenesis and thus has been investigated as a therapeutic target in HCC. In this review article, we aim to provide an overview of AFP, encompassing the discovery, biological role, and utility as an HCC biomarker in combination with other biomarkers and how it impacts clinical practice and future direction.
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Affiliation(s)
- Yee Hui Yeo
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Yi-Te Lee
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Hsian-Rong Tseng
- Department of Molecular and Medical Pharmacology, California NanoSystems Institute, Crump Institute for Molecular Imaging, University of California, Los Angeles, California, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, California, USA
| | - Yazhen Zhu
- Department of Molecular and Medical Pharmacology, California NanoSystems Institute, Crump Institute for Molecular Imaging, University of California, Los Angeles, California, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, California, USA
- Department of Pathology and Laboratory Medicine, Ronald Reagan Medical Center, David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - Sungyong You
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Department of Surgery, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Vatche G. Agopian
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - Ju Dong Yang
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
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29
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Chen X, Kou L, Xie X, Su S, Li J, Li Y. Prognostic biomarkers associated with immune checkpoint inhibitors in hepatocellular carcinoma. Immunology 2024; 172:21-45. [PMID: 38214111 DOI: 10.1111/imm.13751] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 12/31/2023] [Indexed: 01/13/2024] Open
Abstract
The treatment of hepatocellular carcinoma (HCC), particularly advanced HCC, has been a serious challenge. Immune checkpoint inhibitors (ICIs) are landmark drugs in the field of cancer therapy in recent years, which have changed the landscape of cancer treatment. In the field of HCC treatment, this class of drugs has shown good therapeutic prospects. For example, atezolizumab in combination with bevacizumab has been approved as first-line treatment for advanced HCC due to significant efficacy. However, sensitivity to ICI therapy varies widely among HCC patients. Therefore, there is an urgent need to search for determinants of resistance/sensitivity to ICIs and to screen biomarkers that can predict the efficacy of ICIs. This manuscript reviews the research progress of prognostic biomarkers associated with ICIs in HCC in order to provide a scientific basis for the development of clinically individualised precision medication regimens.
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Affiliation(s)
- Xiu Chen
- Department of Pharmacy, The Affiliated Hospital, Southwest Medical University, Luzhou, China
- School of Pharmacy, Southwest Medical University, Luzhou, China
| | - Liqiu Kou
- Department of Pharmacy, The Affiliated Hospital, Southwest Medical University, Luzhou, China
- School of Pharmacy, Southwest Medical University, Luzhou, China
| | - Xiaolu Xie
- Department of Pharmacy, The Affiliated Hospital, Southwest Medical University, Luzhou, China
- School of Pharmacy, Southwest Medical University, Luzhou, China
| | - Song Su
- Department of Hepatology, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Jun Li
- Department of Traditional Chinese Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Yaling Li
- Department of Pharmacy, The Affiliated Hospital, Southwest Medical University, Luzhou, China
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30
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Wang ZY, Xu B, Wang LN, Zhu XD, Huang C, Shen YH, Li H, Li ML, Zhou J, Fan J, Sun HC. Platelet-to-lymphocyte ratio predicts tumor response and survival of patients with hepatocellular carcinoma undergoing immunotherapies. Int Immunopharmacol 2024; 131:111863. [PMID: 38492340 DOI: 10.1016/j.intimp.2024.111863] [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: 12/22/2023] [Revised: 03/05/2024] [Accepted: 03/11/2024] [Indexed: 03/18/2024]
Abstract
BACKGROUND Lymphocyte-related factors were associated with survival outcome of different types of cancers. Nevertheless, the association between lymphocytes-related factors and tumor response of immunotherapy remains unclear. METHODS This is a retrospective study. Eligible participants included patients with unresectable or advanced hepatocellular carcinoma (HCC) who underwent immunotherapy as their first-line treatment. Radiological assessment of tumor response adhered to RECIST 1.1 and HCC-specific modified RECIST (mRECIST) criteria. Univariate and multivariate logistic analyses were employed to analyze clinical factors associated with tumor response. Kaplan-Meier survivial analysis were employed to compare progression-free survival (PFS) and overall survival (OS) across different clinical factors. Furthermore, patients who received treatment with either a combination of bevacizumab and anti-PD-1(L1) antibody (Beva group) or tyrosine-kinase inhibitor (TKI) and anti-PD-1 antibody (TKI group) were examined to explore the relation between clinical factors and tumor response. RESULTS A total of 208 patients were enrolled in this study. The median PFS and OS were 9.84 months and 24.44 months,respectively. An independent factor associated with a more favorable tumor response to immunotherapy was identified when PLR<100. Patients with PLR<100 had longer PFS than other patients, while OS showed no significant difference. Further analysis revealed that PLR exhibited superior prognostic value in patients of the Beva group as compared to those in the TKI group. CONCLUSIONS There exisits an association between PLR and tumor response as well as survival outcomes in patients receiving immunotherapy, particularly those treated with the combination of bevacizumab and anti-PD-1.
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Affiliation(s)
- Zi-Yi Wang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, China
| | - Bin Xu
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, China
| | - Lu-Na Wang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiao-Dong Zhu
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, China
| | - Cheng Huang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ying-Hao Shen
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, China
| | - Hui Li
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, China
| | - Mei-Ling Li
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jian Zhou
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jia Fan
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, China
| | - Hui-Chuan Sun
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, China.
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Peng W, Pan Y, Xie L, Yang Z, Ye Z, Chen J, Wang J, Hu D, Xu L, Zhou Z, Chen M, Fang A, Zhang Y. The emerging therapies are reshaping the first-line treatment for advanced hepatocellular carcinoma: a systematic review and network meta-analysis. Therap Adv Gastroenterol 2024; 17:17562848241237631. [PMID: 38645513 PMCID: PMC11032067 DOI: 10.1177/17562848241237631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 02/12/2024] [Indexed: 04/23/2024] Open
Abstract
Background Given the superior performance of various therapies over sorafenib in advanced hepatocellular carcinoma (HCC) and the absence of direct comparisons, it is crucial to explore the efficacy of these treatments in phase III randomized clinical trials. Objectives The goal is to identify which patients are most likely to benefit significantly from these emerging therapies, contributing to more personalized and informed clinical decision-making. Design Systematic review and network meta-analysis. Data sources and methods PubMed, Embase, ClinicalTrials.gov, and international conference databases have been searched from 1 January 2010 to 1 December 2023. Results After screening, 17 phase III trials encompassing 18 treatments were included. In the whole-population network meta-analysis, the newly first-line tremelimumab plus durvalumab (Tre + Du) was found to be comparable with atezolizumab plus bevacizumab (Atezo + Beva) in providing the best overall survival (OS) benefit [hazard ratio (HR) 1.35, 95% confidence interval (CI): 0.93-1.92]. Concerning OS benefits, sintilimab plus bevacizumab biosimilar (Sint + Beva), camrelizumab plus rivoceranib (Camre + Rivo), and lenvatinib plus pembrolizumab (Lenva + Pemb) appear to exhibit similar effects to Tre + Du and Atezo + Beva. In the context of progression-free survival, Atezo + Beva seemed to outperform Tre + Du (HR: 0.66 CI: 0.49-0.87), while the effects are comparable to Sint + Beva, Camre + Rivo, and Lenva + Pemb. Upon comparison between Asia-Pacific and non-Asia-Pacific cohorts, as well as between hepatitis B virus (HBV)-infected and non-HBV-infected populations, immune checkpoint inhibitor (ICI)-based treatments seemed to exhibit heightened efficacy in the Asia-Pacific group and among individuals with HBV infection. However, combined ICI-based therapies did not show more effectiveness than molecular-targeted drugs in patients without macrovascular invasion and/or extrahepatic spread. As for grades 3-5 adverse events, combined therapies showed comparable safety to sorafenib and lenvatinib. Conclusion Compared with sorafenib and lenvatinib, combination therapies based on ICIs significantly improved the prognosis of advanced HCC and demonstrated similar safety. At the same time, the optimal treatment approach should be tailored to individual patient characteristics, such as etiology, tumor staging, and serum alpha-fetoprotein levels. With lower incidence rates of treatment-related adverse events and non-inferior efficacy compared to sorafenib, ICI monotherapies should be prioritized as a first-line treatment approach for patients who are not suitable candidates for ICI-combined therapies. Trial registration PROSPERO, CRD42022288172.
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Affiliation(s)
- Wei Peng
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Yangxun Pan
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Lan Xie
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Anesthesiology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Zhoutian Yang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Zhiwei Ye
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Jinbin Chen
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Juncheng Wang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Dandan Hu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Li Xu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Zhongguo Zhou
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Minshan Chen
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Aiping Fang
- Department of Nutrition, School of Public Health, Sun Yat-sen University, 651 Dongfeng Road East, Guangzhou, Guangdong 510060, P. R. China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Yaojun Zhang
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, Guangdong 510060, P. R. China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
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Ohama H, Hiraoka A, Tada T, Hirooka M, Kariyama K, Hatanaka T, Tani J, Takaguchi K, Atsukawa M, Itobayashi E, Nishimura T, Tsuji K, Tajiri K, Ishikawa T, Yasuda S, Toyoda H, Fukunishi S, Ogawa C, Kakizaki S, Shimada N, Naganuma A, Kawata K, Kosaka H, Kuroda H, Matono T, Yata Y, Ochi H, Tada F, Nouso K, Morishita A, Itokawa N, Okubo T, Arai T, Tsutsui A, Nagano T, Yokohama K, Nishikawa H, Imai M, Koizumi Y, Nakamura S, Iijima H, Kaibori M, Hiasa Y, Kumada T. Clinical usefulness of newly developed prognostic predictive score for atezolizumab plus bevacizumab for hepatocellular carcinoma. Cancer Rep (Hoboken) 2024; 7:e2042. [PMID: 38577725 PMCID: PMC10995717 DOI: 10.1002/cnr2.2042] [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: 10/04/2023] [Revised: 01/30/2024] [Accepted: 03/05/2024] [Indexed: 04/06/2024] Open
Abstract
AIMS The aim of the present study was to elucidate detailed parameters for prediction of prognosis for patients with unresectable hepatocellular carcinoma (uHCC) receiving atezolizumab plus bevacizumab (Atez/Bev) treatment. METHODS A total of 719 patients (males 577, median age 74 years) treated with Atez/Bev between September 2020 and January 2023 were enrolled. Factors related to overall survival (OS) were extracted and a prognostic scoring system based on hazard ratio (HR) was created. OS and progression-free survival (PFS) were retrospectively examined, and the prognostic ability of the newly developed system was compared to CRAFITY score using concordance index (c-index) and Akaike information criterion (AIC) results. RESULTS Cox-hazards multivariate analysis showed BCLC classification C/D (HR 1.4; 1 point), AFP ≥100 ng/mL (HR 1.4; 1 point), mALBI 2a (HR 1.7; 1 point), mALBI 2b/3 (HR 2.8; 2 points), and DCP ≥100 mAU/mL (HR 1.6; 1 point) as significant factors. The assigned points were added and used to develop the IMmunotherapy with AFP, BCLC staging, mALBI, and DCP evaluation (IMABALI-De) scoring system. For IMABALI-De scores of 0, 1, 2, 3, 4, and 5, OS was not applicable (NA), NA, 26.11, 18.79, 14.07, and 8.32 months, respectively (p < .001; AIC 2788.67, c-index 0.699), while for CRAFITY scores of 0, 1, and 2, OS was 26.11, 20.29, and 11.32 months, respectively (p < .001; AIC 2864.54, c-index 0.606). PFS periods for those IMABALI-De scores were 21.75, 12.89, 9.18, 8.0, 5.0, and 3.75 months, respectively (p < .001; AIC 5203.32, c-index 0.623) and for the CRAFITY scores were 10.32, 7.68, and 3.57 months, respectively (p < .001; AIC 5246.61, c-index 0.574). As compared with CRAFITY score, IMABALI-De score had better AIC and c-index results for both OS and PFS. CONCLUSION The present results indicated that the proposed IMABALI-De score may be favorable for predicting prognosis of uHCC patients receiving Atez/Bev therapy.
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Affiliation(s)
- Hideko Ohama
- Ehime Prefectural Central Hospital, Gastroenterology CenterMatsuyamaEhimeJapan
| | - Atsushi Hiraoka
- Ehime Prefectural Central Hospital, Gastroenterology CenterMatsuyamaEhimeJapan
| | - Toshifumi Tada
- Department of Internal MedicineJapanese Red Cross Himeji HospitalHimejiHyogoJapan
| | - Masashi Hirooka
- Department of Gastroenterology and MetabologyEhime University Graduate School of MedicineToonEhimeJapan
| | | | - Takeshi Hatanaka
- Department of GastroenterologyGunma Saiseikai Maebashi HospitalMaebashiGunmaJapan
| | - Joji Tani
- Department of Gastroenterology and HepatologyKagawa UniversityTakamatsuKagawaJapan
| | - Koichi Takaguchi
- Department of HepatologyKagawa Prefectural Central HospitalTakamatsuKagawaJapan
| | - Masanori Atsukawa
- Division of Gastroenterology and Hepatology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Ei Itobayashi
- Department of GastroenterologyAsahi General HospitalChibaJapan
| | - Takashi Nishimura
- Department of Gastroenterology and HepatologyHyogo Medical UniversityKochiHyogoJapan
| | - Kunihiko Tsuji
- Teine Keijinkai Hospital, Center of GastroenterologySapporoHokkaidoJapan
| | - Kazuto Tajiri
- Department of GastroenterologySaiseikai Niigata HospitalNiigataJapan
| | - Toru Ishikawa
- Department of GastroenterologyToyama University HospitalToyamaJapan
| | - Satoshi Yasuda
- Department of Gastroenterology and HepatologyOgaki Municipal HospitalGifuJapan
| | - Hidenori Toyoda
- Department of Gastroenterology and HepatologyOgaki Municipal HospitalGifuJapan
| | - Shinya Fukunishi
- Department of Gastroenterology and HepatologyHyogo Medical UniversityKochiHyogoJapan
| | - Chikara Ogawa
- Department of GastroenterologyJapanese Red Cross Takamatsu HospitalTakamatsuKagawaJapan
| | - Satoru Kakizaki
- Department of Clinical ResearchNational Hospital Organization Takasaki General Medical CenterTakasakiGunmaJapan
| | - Noritomo Shimada
- Division of Gastroenterology and HepatologyOtakanomori HospitalChibaJapan
| | - Atsushi Naganuma
- Department of GastroenterologyNational Hospital Organization Takasaki General Medical CenterGunmaJapan
| | - Kazuhito Kawata
- Hepatology Division, Department of Internal Medicine IIHamamatsu University School of MedicineShizuokaJapan
| | - Hisashi Kosaka
- Department of SurgeryKansai Medical UniversityOsakaJapan
| | - Hidekatsu Kuroda
- Division of Hepatology, Department of Internal Medicine, School of MedicineIwate Medical UniversityIwateJapan
| | - Tomomitsu Matono
- Department of GastroenterologyHyogo Prefectural Harima‐Himeji General Medical CenterHimejiJapan
| | - Yutaka Yata
- Department of GastroenterologyHanwa Memorial HospitalOsakaJapan
| | - Hironori Ochi
- Japanese Red Cross Matsuyama Hospital, Hepato‐biliary CenterMatsuyamaEhimeJapan
| | - Fujimasa Tada
- Ehime Prefectural Central Hospital, Gastroenterology CenterMatsuyamaEhimeJapan
| | - Kazuhiro Nouso
- Department of HepatologyOkayama City HospitalOkayamaJapan
| | - Asahiro Morishita
- Department of Gastroenterology and HepatologyKagawa UniversityTakamatsuKagawaJapan
| | - Norio Itokawa
- Division of Gastroenterology and Hepatology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Tomomi Okubo
- Division of Gastroenterology and Hepatology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Taeang Arai
- Division of Gastroenterology and Hepatology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Akemi Tsutsui
- Department of HepatologyKagawa Prefectural Central HospitalTakamatsuKagawaJapan
| | - Takuya Nagano
- Department of HepatologyKagawa Prefectural Central HospitalTakamatsuKagawaJapan
| | - Keisuke Yokohama
- Department of GastroenterologyOsaka Medical and Pharmaceutical UniversityOsakaJapan
| | - Hiroki Nishikawa
- Department of GastroenterologyOsaka Medical and Pharmaceutical UniversityOsakaJapan
| | - Michitaka Imai
- Department of GastroenterologySaiseikai Niigata HospitalNiigataJapan
| | - Yohei Koizumi
- Department of Gastroenterology and MetabologyEhime University Graduate School of MedicineToonEhimeJapan
| | - Shinichiro Nakamura
- Department of Internal MedicineJapanese Red Cross Himeji HospitalHimejiHyogoJapan
| | - Hiroko Iijima
- Department of Gastroenterology and HepatologyHyogo Medical UniversityKochiHyogoJapan
| | - Masaki Kaibori
- Department of SurgeryKansai Medical UniversityOsakaJapan
| | - Yoichi Hiasa
- Department of Gastroenterology and MetabologyEhime University Graduate School of MedicineToonEhimeJapan
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Zeng ZX, Wu JY, Wu JY, Li YN, Fu YK, Zhang ZB, Liu DY, Li H, Ou XY, Zhuang SW, Yan ML. The TAE score predicts prognosis of unresectable HCC patients treated with TACE plus lenvatinib with PD-1 inhibitors. Hepatol Int 2024; 18:651-660. [PMID: 38040945 DOI: 10.1007/s12072-023-10613-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 10/29/2023] [Indexed: 12/03/2023]
Abstract
BACKGROUND AND AIMS Transcatheter arterial chemoembolization combined with lenvatinib and PD-1 inhibitors (triple therapy) exhibits promising efficacy for unresectable hepatocellular carcinoma (uHCC). We aimed to evaluate the prognosis of patients with uHCC who received triple therapy and develop a prognostic scoring model to identify patients who benefit the most from triple therapy. METHODS A total of 246 patients with uHCC who received triple therapy at eight centers were included and assigned to the training and validation cohorts. Prognosis was evaluated by the Kaplan-Meier curves. The prognostic model was developed by utilizing predictors of overall survival (OS), which were identified through the Cox proportional hazards model. RESULTS In the training cohort, the 3-year OS was 52.0%, with a corresponding progression-free survival (PFS) of 30.6%. The median PFS was 13.2 months [95% confidence interval, 9.7-16.7]. Three variables (total bilirubin ≥ 17 μmol/L, alpha-fetoprotein ≥ 400 ng/mL, and extrahepatic metastasis) were predictors of poor survival and were used for developing a prognostic model (TAE score). The 2-year OS rates in the favorable (0 points), intermediate (1 point), and dismal groups (2-3 points) were 96.9%, 61.4%, and 11.4%, respectively (p < 0.001). The PFS was also stratified according to the TAE score. These findings were confirmed in an external validation cohort. CONCLUSIONS Triple therapy showed encouraging clinical outcomes, and the TAE score aids in identifying patients who would benefit the most from triple therapy.
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Affiliation(s)
- Zhen-Xin Zeng
- The Shengli Clinical Medical College of Fujian Medical University, Dongjie Road 134, Fuzhou, 350001, Fujian, China
| | - Jia-Yi Wu
- The Shengli Clinical Medical College of Fujian Medical University, Dongjie Road 134, Fuzhou, 350001, Fujian, China
- Department of Hepatobiliary Pancreatic Surgery, Fujian Provincial Hospital, Fuzhou, Fujian, China
| | - Jun-Yi Wu
- The Shengli Clinical Medical College of Fujian Medical University, Dongjie Road 134, Fuzhou, 350001, Fujian, China
- Department of Hepatobiliary Pancreatic Surgery, Fujian Provincial Hospital, Fuzhou, Fujian, China
| | - Yi-Nan Li
- The Shengli Clinical Medical College of Fujian Medical University, Dongjie Road 134, Fuzhou, 350001, Fujian, China
| | - Yang-Kai Fu
- The Shengli Clinical Medical College of Fujian Medical University, Dongjie Road 134, Fuzhou, 350001, Fujian, China
| | - Zhi-Bo Zhang
- Department of Hepatopancreatobiliary Surgery, First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - De-Yi Liu
- The Shengli Clinical Medical College of Fujian Medical University, Dongjie Road 134, Fuzhou, 350001, Fujian, China
| | - Han Li
- The Shengli Clinical Medical College of Fujian Medical University, Dongjie Road 134, Fuzhou, 350001, Fujian, China
| | - Xiang-Ye Ou
- The Shengli Clinical Medical College of Fujian Medical University, Dongjie Road 134, Fuzhou, 350001, Fujian, China
| | - Shao-Wu Zhuang
- Department of Interventional Radiology, Zhangzhou Affiliated Hospital of Fujian Medical University, Shengli Road 59, Zhangzhou, 363000, Fujian, China.
| | - Mao-Lin Yan
- The Shengli Clinical Medical College of Fujian Medical University, Dongjie Road 134, Fuzhou, 350001, Fujian, China.
- Department of Hepatobiliary Pancreatic Surgery, Fujian Provincial Hospital, Fuzhou, Fujian, China.
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34
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Shirane Y, Fujii Y, Ono A, Nakahara H, Hayes CN, Miura R, Murakami S, Sakamoto N, Uchikawa S, Fujino H, Nakahara T, Murakami E, Yamauchi M, Miki D, Kawaoka T, Arihiro K, Tsuge M, Oka S. Peripheral T Cell Subpopulations as a Potential Surrogate Biomarker during Atezolizumab plus Bevacizumab Treatment for Hepatocellular Carcinoma. Cancers (Basel) 2024; 16:1328. [PMID: 38611007 PMCID: PMC11011052 DOI: 10.3390/cancers16071328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Accepted: 03/20/2024] [Indexed: 04/14/2024] Open
Abstract
The therapeutic benefits of the immunotherapeutic combination of atezolizumab and bevacizumab (Atez/Bev) in hepatocellular carcinoma (HCC) vary. Therapeutic biomarkers might help improve outcomes for HCC patients receiving Atez/Bev therapy. The role of systemic immune profiles in HCC progression also remains unclear. This study aimed to evaluate the status and dynamics of peripheral T cell subpopulations in HCC patients receiving Atez/Bev treatment and to explore biomarkers predictive of a therapeutic response. We enrolled 83 unresectable advanced HCC patients who commenced Atez/Bev treatment at our hospital between October 2020 and June 2022. Peripheral T cell subpopulations in peripheral blood mononuclear cells at baseline and 3 weeks post-treatment were investigated using flow cytometry and compared with those in control samples from 18 healthy individuals. We retrospectively analyzed the association between peripheral T cell subpopulation profiles and clinical outcomes. Baseline peripheral T cell subpopulations could be profiled in 70 patients with sufficient cell counts, among whom 3-week subpopulations could be evaluated in 51 patients. Multivariate analysis showed that a high baseline proportion of CD8+ central memory T (TCM) cells was independently associated with longer progression-free survival (PFS). Further, overall survival (OS) was significantly prolonged in patients with increased CD8+ effector memory T (TEM) cell proportions. In conclusion, TCM proportion at baseline might be a good indicator of the efficacy of Atez/Bev therapy. Furthermore, observation of increasing TEM proportions might be an early predictor of the potential clinical benefits of treatment.
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Affiliation(s)
- Yuki Shirane
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
| | - Yasutoshi Fujii
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
- Department of Clinical Oncology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan;
| | - Atsushi Ono
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
| | - Hikaru Nakahara
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
| | - Clair Nelson Hayes
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
| | - Ryoichi Miura
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
| | - Serami Murakami
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
| | - Naoya Sakamoto
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba 277-8577, Japan;
| | - Shinsuke Uchikawa
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
| | - Hatsue Fujino
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
| | - Takashi Nakahara
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
| | - Eisuke Murakami
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
| | - Masami Yamauchi
- Department of Clinical Oncology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan;
| | - Daiki Miki
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
| | - Tomokazu Kawaoka
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
| | - Koji Arihiro
- Department of Anatomical Pathology, Hiroshima University Hospital, Hiroshima 734-8551, Japan;
| | - Masataka Tsuge
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
| | - Shiro Oka
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 734-8551, Japan; (Y.S.); (Y.F.); (H.N.); (C.N.H.); (R.M.); (S.M.); (S.U.); (H.F.); (T.N.); (E.M.); (D.M.); (T.K.); (M.T.); (S.O.)
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Yang LM, Wang HJ, Li SL, Gan GH, Deng WW, Chang YS, Zhang LF. Efficacy of radiofrequency ablation combined with sorafenib for treating liver cancer complicated with portal hypertension and prognostic factors. World J Gastroenterol 2024; 30:1533-1544. [PMID: 38617449 PMCID: PMC11008421 DOI: 10.3748/wjg.v30.i11.1533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 02/18/2024] [Accepted: 03/08/2024] [Indexed: 03/21/2024] Open
Abstract
BACKGROUND Patients with liver cancer complicated by portal hypertension present complex challenges in treatment. AIM To evaluate the efficacy of radiofrequency ablation in combination with sorafenib for improving liver function and its impact on the prognosis of patients with this condition. METHODS Data from 100 patients with liver cancer complicated with portal hypertension from May 2014 to March 2019 were analyzed and divided into a study group (n = 50) and a control group (n = 50) according to the treatment regimen. The research group received radiofrequency ablation (RFA) in combination with sorafenib, and the control group only received RFA. The short-term efficacy of both the research and control groups was observed. Liver function and portal hypertension were compared before and after treatment. Alpha-fetoprotein (AFP), glypican-3 (GPC-3), and AFP-L3 levels were compared between the two groups prior to and after treatment. The occurrence of adverse reactions in both groups was observed. The 3-year survival rate was compared between the two groups. Basic data were compared between the survival and non-surviving groups. To identify the independent risk factors for poor prognosis in patients with liver cancer complicated by portal hypertension, multivariate logistic regression analysis was employed. RESULTS When comparing the two groups, the research group's total effective rate (82.00%) was significantly greater than that of the control group (56.00%; P < 0.05). Following treatment, alanine aminotransferase and aspartate aminotransferase levels increased, and portal vein pressure decreased in both groups. The degree of improvement for every index was substantially greater in the research group than in the control group (P < 0.05). Following treatment, the AFP, GPC-3, and AFP-L3 levels in both groups decreased, with the research group having significantly lower levels than the control group (P < 0.05). The incidence of diarrhea, rash, nausea and vomiting, and fatigue in the research group was significantly greater than that in the control group (P < 0.05). The 1-, 2-, and 3-year survival rates of the research group (94.00%, 84.00%, and 72.00%, respectively) were significantly greater than those of the control group (80.00%, 64.00%, and 40.00%, respectively; P < 0.05). Significant differences were observed between the survival group and the non-surviving group in terms of Child-Pugh grade, history of hepatitis, number of tumors, tumor size, use of sorafenib, stage of liver cancer, histological differentiation, history of splenectomy and other basic data (P < 0.05). Logistic regression analysis demonstrated that high Child-Pugh grade, tumor size (6-10 cm), history of hepatitis, no use of sorafenib, liver cancer stage IIIC, and previous splenectomy were independent risk factors for poor prognosis in patients with liver cancer complicated with portal hypertension (P < 0.05). CONCLUSION Patients suffering from liver cancer complicated by portal hypertension benefit from the combination of RFA and sorafenib therapy because it effectively restores liver function and increases survival rates. The prognosis of patients suffering from liver cancer complicated by portal hypertension is strongly associated with factors such as high Child-Pugh grade, tumor size (6-10 cm), history of hepatitis, lack of sorafenib use, liver cancer at stage IIIC, and prior splenectomy.
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Affiliation(s)
- Li-Min Yang
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
| | - Hong-Juan Wang
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
| | - Shan-Lin Li
- Department of Gastroenterology, Zhoukou Central Hospital of Henan Province, Zhoukou 466000, Henan Province, China
| | - Guan-Hua Gan
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
| | - Wen-Wen Deng
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
| | - Yong-Sheng Chang
- Department of Gastroenterology, The First Affiliated Hospital of Xinxiang Medical College, Xinxiang 453000, Henan Province, China
| | - Lian-Feng Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
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Fortuny M, Sanduzzi-Zamparelli M, Reig M. Systemic therapies in hepatocellular carcinoma: A revolution? United European Gastroenterol J 2024; 12:252-260. [PMID: 38267015 PMCID: PMC10954433 DOI: 10.1002/ueg2.12510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Accepted: 11/06/2023] [Indexed: 01/26/2024] Open
Abstract
The evolution in systemic therapies in hepatocellular carcinoma (HCC) signifies a strategy of high-cost, high-gain innovation that originated with sorafenib, despite its limited impact on tumor response. This strategic approach paved the way for the emergence of a second wave of the short-lived competitive advantage, exemplified by the incorporation of atezolizumab plus bevacizumab and tremelimumab plus durvalumab. In the context of safety concerns within the liver cancer domain, the IMBRAVE150 and HIMALAYA trials boldly incorporated bevacizumab and tremelimumab, respectively, demonstrating the continuation of the high-risk, high-reward innovation paradigm. This review delves into the strengths, weaknesses, opportunities, and threats analysis of systemic therapies in the field of HCC.
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Affiliation(s)
- Marta Fortuny
- Barcelona Clinic Liver Cancer (BCLC) Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Liver Oncology Unit, Liver Unit, Hospital Clinic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Marco Sanduzzi-Zamparelli
- Barcelona Clinic Liver Cancer (BCLC) Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Liver Oncology Unit, Liver Unit, Hospital Clinic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
| | - Maria Reig
- Barcelona Clinic Liver Cancer (BCLC) Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Liver Oncology Unit, Liver Unit, Hospital Clinic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Barcelona University, Barcelona, Spain
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He M, Liu Y, Chen S, Deng H, Feng C, Qiao S, Chen Q, Hu Y, Chen H, Wang X, Jiang X, Xia X, Zhao M, Lyu N. Serum amyloid A promotes glycolysis of neutrophils during PD-1 blockade resistance in hepatocellular carcinoma. Nat Commun 2024; 15:1754. [PMID: 38409200 PMCID: PMC10897330 DOI: 10.1038/s41467-024-46118-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 02/15/2024] [Indexed: 02/28/2024] Open
Abstract
The response to programmed death-1 (PD-1) blockade varies in hepatocellular carcinoma (HCC). We utilize a panel of 16 serum factors to show that a circulating level of serum amyloid A (SAA) > 20.0 mg/L has the highest accuracy in predicting anti-PD-1 resistance in HCC. Further experiments show a correlation between peritumoral SAA expression and circulating SAA levels in patients with progressive disease after PD-1 inhibition. In vitro experiments demonstrate that SAA induces neutrophils to express PD-L1 through glycolytic activation via an LDHA/STAT3 pathway and to release oncostatin M, thereby attenuating cytotoxic T cell function. In vivo, genetic or pharmacological inhibition of STAT3 or SAA eliminates neutrophil-mediated immunosuppression and enhances antitumor efficacy of anti-PD-1 treatment. This study indicates that SAA may be a critical inflammatory cytokine implicated in anti-PD-1 resistance in HCC. Targeting SAA-induced PD-L1+ neutrophils through STAT3 or SAA inhibition may present a potential approach for overcoming anti-PD1 resistance.
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Affiliation(s)
- Meng He
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Yongxiang Liu
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Song Chen
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Haijing Deng
- Department of Pathology, The University of Hong Kong, Hong Kong, China
| | - Cheng Feng
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Shuang Qiao
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Qifeng Chen
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Yue Hu
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Huiming Chen
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Xun Wang
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Xiongying Jiang
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Xiaojun Xia
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Ming Zhao
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China.
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China.
| | - Ning Lyu
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China.
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China.
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Chew V, Chuang CH, Hsu C. Translational research on drug development and biomarker discovery for hepatocellular carcinoma. J Biomed Sci 2024; 31:22. [PMID: 38368324 PMCID: PMC10874078 DOI: 10.1186/s12929-024-01011-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Accepted: 02/10/2024] [Indexed: 02/19/2024] Open
Abstract
Translational research plays a key role in drug development and biomarker discovery for hepatocellular carcinoma (HCC). However, unique challenges exist in this field because of the limited availability of human tumor samples from surgery, the lack of homogenous oncogenic driver mutations, and the paucity of adequate experimental models. In this review, we provide insights into these challenges and review recent advancements, with a particular focus on the two main agents currently used as mainstream therapies for HCC: anti-angiogenic agents and immunotherapy. First, we examine the pre-clinical and clinical studies to highlight the challenges of determining the optimal therapeutic combinations with biologically effective dosage for HCC. Second, we discuss biomarker studies focusing on anti-PD1/anti-PD-L1-based combination therapy. Finally, we discuss the progress made in our collective understanding of tumor immunology and in multi-omics analysis technology, which enhance our understanding of the mechanisms underlying immunotherapy, characterize different patient subgroups, and facilitate the development of novel combination approaches to improve treatment efficacy. In summary, this review provides a comprehensive overview of efforts in translational research aiming at advancing our understanding of and improving the treatment of HCC.
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Affiliation(s)
- Valerie Chew
- Translational Immunology Institute, SingHealth-DukeNUS Academic Medical Centre, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | - Chien-Huai Chuang
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Chiun Hsu
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan.
- Graduate Institute of Oncology, National Taiwan University College of Medicine, Taipei, Taiwan.
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan.
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Zhang L, Sun T, Sun B, Zhang K, Zheng Y, Li N, Chen L, Zheng C, Liang B, Shi H. Utility and predictive value of the CRAFITY score in advanced hepatocellular carcinoma treated with transarterial chemoembolization plus tyrosine kinase inhibitors and PD-1 inhibitor. BMC Cancer 2024; 24:223. [PMID: 38365678 PMCID: PMC10870627 DOI: 10.1186/s12885-024-11936-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 01/29/2024] [Indexed: 02/18/2024] Open
Abstract
BACKGROUND The prognostic significance of the CRAFITY score (CRP and AFP in ImmunoTherapY) has been demonstrated in hepatocellular carcinoma (HCC) patients receiving immunotherapy. The purpose of this study was to investigate the utility and the predictive value of CRAFITY score in HCC after transarterial chemoembolization (TACE) in combination with tyrosine kinase inhibitors (TKIs) and immunotherapy. MATERIALS AND METHODS Data from patients with advanced HCC treated with TACE plus TKIs and PD-1 inhibitor from January 2019 to June 2022 were collected and analyzed retrospectively. Patients with AFP ≥ 100 ng/mL and those with CRP ≥ 1 mg/dL were assigned a CRAFITY score of 1 point. Patients were divided into three groups according to their CRAFITY score (CRAFITY-low, 0 points; CRAFITY-intermediate, 1 point; and CRAFITY-high, 2 points). The differences in overall survival (OS), progression-free survival (PFS) and adverse events (AEs) were compared among the three groups. Tumor response was evaluated at 3, 6 and 12 months after the first combination treatment. Risk factors for OS and PFS were assessed. RESULTS A total of 70 patients were included. The patients were assigned CRAFITY scores of 0 points (CRAFITY-low, n = 25 [35.71%]), 1 point (CRAFITY-intermediate, n = 29 [41.42%]), and 2 points (CRAFITY-high, n = 16 [22.81%]). Multivariate analysis showed that lower CRAFITY score was an independent factor for the improved OS (P =.045) and PFS (P <.001). TACE session was also associated with the OS (P =.048) in the multivariate analysis. The CRAFITY-low cohort achieved a higher objective response rate (ORR) at the 3-month evaluation of tumor response. However, there was no significant difference in ORR and disease control rate (DCR) observed at the 6-month follow-up. DCR showed a statistically significant difference among three groups during the 12-month follow-up period. The percentage of patients with protein urea was highest in the CRAFITY-high group. No significance differences were observed in grade ≥ 3 AEs in three groups. CONCLUSION The CRAFITY score is simple and could be useful for predicting treatment outcomes, tumor response and AEs of the HCC patients receiving TACE plus TKIs and PD-1 inhibitor therapy.
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Affiliation(s)
- Lijie Zhang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, 430022, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, China
| | - Tao Sun
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, 430022, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, China
| | - Bo Sun
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, 430022, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, China
| | - Kailu Zhang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, 430022, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, China
| | - Yuting Zheng
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, 430022, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, China
| | - Na Li
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, 430022, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, China
| | - Lei Chen
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, 430022, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, China
| | - Chuansheng Zheng
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, 430022, Wuhan, China.
- Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, China.
| | - Bin Liang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, 430022, Wuhan, China.
- Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, China.
| | - Heshui Shi
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, 430022, Wuhan, China.
- Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, China.
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Zhang N, Yang X, Piao M, Xun Z, Wang Y, Ning C, Zhang X, Zhang L, Wang Y, Wang S, Chao J, Lu Z, Yang X, Wang H, Zhao H. Biomarkers and prognostic factors of PD-1/PD-L1 inhibitor-based therapy in patients with advanced hepatocellular carcinoma. Biomark Res 2024; 12:26. [PMID: 38355603 PMCID: PMC10865587 DOI: 10.1186/s40364-023-00535-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 10/23/2023] [Indexed: 02/16/2024] Open
Abstract
Systemic therapies using programmed death-1 (PD-1) and programmed death ligand 1 (PD-L1) inhibitors have demonstrated commendable efficacy in some patients with advanced hepatocellular carcinoma (HCC); however, other individuals do not respond favorably. Hence, identifying the biomarkers, the prognostic factors, and their underlying mechanisms is crucial. In this review, we summarized the latest advancements in this field. Within the tumor microenvironment, PD-L1 expression is commonly utilized to predict response. Moreover, the characteristics of tumor-infiltrating lymphocytes are associated with the effectiveness of immunotherapy. Preclinical studies have identified stimulatory dendritic cells, conventional dendritic cells, and macrophages as potential biomarkers. The emergence of single-cell sequencing and spatial transcriptomics has provided invaluable insights into tumor heterogeneity through the lens of single-cell profiling and spatial distribution. With the widespread adoption of next-generation sequencing, certain genomic characteristics, including tumor mutational burden, copy number alterations, specific genes (TP53, CTNNB1, and GZMB), and signaling pathways (WNT/β-catenin) have been found to correlate with prognosis. Furthermore, clinical features such as tumor size, number, and metastasis status have demonstrated prognostic value. Notably, common indicators such as the Child-Pugh score and Eastern Cooperative Oncology Group score, which are used in patients with liver diseases, have shown potential. Similarly, commonly employed laboratory parameters such as baseline transforming growth factor beta, lactate dehydrogenase, dynamic changes in alpha-fetoprotein (AFP) and abnormal prothrombin, CRAFITY score (composed of C-reactive protein and AFP), and immune adverse events have been identified as predictive biomarkers. Novel imaging techniques such as EOB-MRI and PET/CT employing innovative tracers also have potential. Moreover, liquid biopsy has gained widespread use in biomarker studies owing to its non-invasive, convenient, and highly reproducible nature, as well as its dynamic monitoring capabilities. Research on the gut microbiome, including its composition, dynamic changes, and metabolomic analysis, has gained considerable attention. Efficient biomarker discovery relies on continuous updating of treatment strategies. Next, we summarized recent advancements in clinical research on HCC immunotherapy and provided an overview of ongoing clinical trials for contributing to the understanding and improvement of HCC immunotherapy.
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Affiliation(s)
- Nan Zhang
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Beijing, 100730, China
| | - Xu Yang
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Beijing, 100730, China
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Beijing, 100730, China
| | - Mingjian Piao
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Beijing, 100730, China
| | - Ziyu Xun
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Beijing, 100730, China
| | - Yunchao Wang
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Beijing, 100730, China
| | - Cong Ning
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Beijing, 100730, China
| | - Xinmu Zhang
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Beijing, 100730, China
| | - Longhao Zhang
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Beijing, 100730, China
| | - Yanyu Wang
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Beijing, 100730, China
| | - Shanshan Wang
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Beijing, 100730, China
| | - Jiashuo Chao
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Beijing, 100730, China
| | - Zhenhui Lu
- Hepatobiliary and Pancreatic Surgery, Shenzhen Qianhai Shekou Free Trade Zone Hospital, No.36 Industrial 8 Road, Nanshan District, Shenzhen City, Guangdong province, China
| | - Xiaobo Yang
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Beijing, 100730, China.
| | - Hanping Wang
- Division of Pulmonary and Critical Care Medicine, State Key Laboratory of Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
| | - Haitao Zhao
- Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Beijing, 100730, China.
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Yang X, Yang C, Zhang S, Geng H, Zhu AX, Bernards R, Qin W, Fan J, Wang C, Gao Q. Precision treatment in advanced hepatocellular carcinoma. Cancer Cell 2024; 42:180-197. [PMID: 38350421 DOI: 10.1016/j.ccell.2024.01.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 12/01/2023] [Accepted: 01/17/2024] [Indexed: 02/15/2024]
Abstract
The past decade has witnessed significant advances in the systemic treatment of advanced hepatocellular carcinoma (HCC). Nevertheless, the newly developed treatment strategies have not achieved universal success and HCC patients frequently exhibit therapeutic resistance to these therapies. Precision treatment represents a paradigm shift in cancer treatment in recent years. This approach utilizes the unique molecular characteristics of individual patient to personalize treatment modalities, aiming to maximize therapeutic efficacy while minimizing side effects. Although precision treatment has shown significant success in multiple cancer types, its application in HCC remains in its infancy. In this review, we discuss key aspects of precision treatment in HCC, including therapeutic biomarkers, molecular classifications, and the heterogeneity of the tumor microenvironment. We also propose future directions, ranging from revolutionizing current treatment methodologies to personalizing therapy through functional assays, which will accelerate the next phase of advancements in this area.
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Affiliation(s)
- Xupeng Yang
- Department of Liver Surgery and Transplantation, Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China; Key Laboratory of Medical Epigenetics and Metabolism, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Chen Yang
- State Key Laboratory of Systems Medicine for Cancer, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Immune Regulation in Cancer Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Shu Zhang
- Department of Liver Surgery and Transplantation, Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China; Key Laboratory of Medical Epigenetics and Metabolism, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Haigang Geng
- State Key Laboratory of Systems Medicine for Cancer, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Andrew X Zhu
- I-Mab Biopharma, Shanghai, China; Jiahui International Cancer Center, Jiahui Health, Shanghai, China
| | - René Bernards
- Division of Molecular Carcinogenesis, Oncode Institute, the Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Wenxin Qin
- State Key Laboratory of Systems Medicine for Cancer, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jia Fan
- Department of Liver Surgery and Transplantation, Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Cun Wang
- State Key Laboratory of Systems Medicine for Cancer, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Qiang Gao
- Department of Liver Surgery and Transplantation, Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China; Key Laboratory of Medical Epigenetics and Metabolism, Institutes of Biomedical Sciences, Fudan University, Shanghai, China.
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Yang Y, Li L, Xu Y, Ouyang J, Zhou Y, Ye F, Huang Z, Zhang W, Zhou A, Zhao X, Cai J, Wang Y, Zhou J, Zhao H. The GRAPHS-CRAFITY score: a novel efficacy predictive tool for unresectable hepatocellular carcinoma treated with immunotherapy. LA RADIOLOGIA MEDICA 2024; 129:188-201. [PMID: 38180570 DOI: 10.1007/s11547-023-01753-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 11/07/2023] [Indexed: 01/06/2024]
Abstract
OBJECTIVES To investigate MR features associated with prognosis of unresectable HCC receiving immunotherapy and establish a MR feature-based scoring system to predict efficacy of immunotherapy. METHODS This retrospective study included patients with unresectable HCC who received immunotherapy at 2 hospitals between August 2018 and February 2022. The last follow-up was October 2022. Clinical variables and MR features were assessed using univariate and multivariate Cox regression analyses. A new scoring system was constructed based on independent risk factors and the CRAFITY score consisting of AFP (≥ 100 ng/ml) and CRP (≥ 1 mg/dl). And the predictive performance of CRAFITY core and new score were compared by receiver-operating-characteristics curves (ROCs), area under ROCs (AUCs), and calibration curves. RESULTS A total of 166 patients (55.6 ± 10.4 years) were included in training cohort and 77 patients (55.4 ± 10.7 years) were included in validation cohort. There were significant differences in BCLC stage, max size, macrovascular invasion, intratumoral artery, and enhancing capsule between the 2 groups. Based on independent risk factors (gross GRowtH type, intratumoral fAt, enhancing tumor caPsule, Sex and CRAFITY score), a novel efficacy predictive tool named the GRAPHS-CRAFITY score was developed to predict OS. The OS was significantly different among the 3 groups according to GRAPHS-CRAFITY score (p value < 0.001). The GRAPHS-CRAFITY score could predict tumor response and disease control (p value < 0.001, p value < 0.001). CONCLUSIONS The GRAPHS-CRAFITY score is a reliable and easily applicable tool to predict the efficacy of unresectable HCC receiving immunotherapy.
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Affiliation(s)
- Yi Yang
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Gene Editing Screening and Research and Development (R&D) of Digestive System Tumor Drugs, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Lu Li
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ying Xu
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jingzhong Ouyang
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Gene Editing Screening and Research and Development (R&D) of Digestive System Tumor Drugs, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yanzhao Zhou
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan, China
| | - Feng Ye
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Zhen Huang
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Gene Editing Screening and Research and Development (R&D) of Digestive System Tumor Drugs, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wen Zhang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Aiping Zhou
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xinming Zhao
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jianqiang Cai
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Gene Editing Screening and Research and Development (R&D) of Digestive System Tumor Drugs, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yong Wang
- Department of Ultrasound, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Jinxue Zhou
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan, China.
| | - Hong Zhao
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
- Key Laboratory of Gene Editing Screening and Research and Development (R&D) of Digestive System Tumor Drugs, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
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Mo Z, Lv L, Mai Q, Li Q, He J, Zhang T, Xu J, Fang J, Shi N, Gou Q, Chen X, Zhang J, Zhuang W, Jin H. Prognostic model for unresectable hepatocellular carcinoma treated with dual PD-1 and angiogenesis blockade therapy. J Immunother Cancer 2024; 12:e008191. [PMID: 38290767 PMCID: PMC10828840 DOI: 10.1136/jitc-2023-008191] [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] [Accepted: 01/04/2024] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND AND AIMS Dual programmed death 1 (PD-1) and angiogenesis blockade therapy is a frontline treatment for hepatocellular carcinoma (HCC). An accepted model for survival prediction and risk stratification in individual patients receiving this treatment is lacking. Aimed to develop a simple prognostic model specific to these patients. APPROACH AND RESULTS Patients with unresectable HCC undergoing dual PD-1 and angiogenesis blockade therapy were included in training cohort (n=168) and validation cohort (n=72). We investigated the prognostic value of clinical variables on overall survival using a Cox model in the training set. A prognostic score model was then developed and validated. Predictive performance and discrimination were also evaluated. Largest tumor size and Alpha-fetoprotein concentration at baseline and Neutrophil count and Spleen volume change after 6 weeks of treatment were identified as independent predictors of overall survival in multivariable analysis and used to develop LANS score. Time-dependent receiver operating characteristic analysis, calibration curves, and C-index showed LANS score had favorable performance in survival prediction. Patients were divided into three risk categories based on LANS score. Median survival for patients with low, intermediate, and high LANS scores was 31.7, 23.5, and 11.5 months, respectively (p<0.0001). The disease control rates were 96.4%, 64.3%, and 32.1%, respectively (p<0.0001). The predictive performance and risk stratification ability of the LANS score were confirmed in validation and entire cohorts. CONCLUSION The LANS score model can provide individualized survival prediction and risk stratification in patients with unresectable HCC undergoing dual PD-1 and angiogenesis blockade therapy.
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Affiliation(s)
- Zhiqiang Mo
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Ling Lv
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- Department of Radiology, Guangdong Provincial Key Laboratory of Major Obstetric Discases; Guangdong Provincial Clinical Research Center for 0bstetricsc and Gynecology;The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Qicong Mai
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Qiao Li
- Department of General Surgery, Guangdong Provincial People's Hospital(Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Jian He
- Department of Interventional Radiology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, China
| | - Tao Zhang
- Department of Radiology, Guangzhou Medical University Affiliated Cancer Hospital, Guangzhou, Guangdong, China
| | - Jingwu Xu
- Department of Oncology and Peripheral Interventional Radiology, People's Hospital of Huazhou, Maoming, China
| | - Jiayan Fang
- Department of Internal Medicine-Oncology, Dongguan Songshan Lake Central Hospital, Dongguan, China
| | - Ning Shi
- Department of General Surgery, Guangdong Provincial People's Hospital(Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Qing Gou
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Xiaoming Chen
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Jing Zhang
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Wenhang Zhuang
- Department of Minimally Invasive Intervention, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Haosheng Jin
- Department of General Surgery, Guangdong Provincial People's Hospital(Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
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Bencini L. Novel prognostic factors after radical resection of hepatocellular carcinoma: Updating an old issue. World J Gastrointest Surg 2024; 16:1-5. [PMID: 38328325 PMCID: PMC10845265 DOI: 10.4240/wjgs.v16.i1.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Revised: 12/12/2023] [Accepted: 01/08/2024] [Indexed: 01/25/2024] Open
Abstract
In this editorial, I comment on the article by Li et al published in the recent issue of the World Journal of Gastrointestinal Surgery in 2023, investigating the role of some novel prognostic factors for early survival after radical resection of liver cancer. Liver cancer is an important burden among Asian and Western populations, despite recent advances in both medicine (from virus eradication to systemic target therapies) and surgery. However, survival after proven radical surgery remains poor, with recurrences being the rule. Many prognostic scores have been developed and validated to select those patients who will best benefit from radical liver surgery, although the final general and oncological outcomes continue to be highly jeopardized. Unfortunately, no single biomarker can resolve all these issues for hepatocellular carcinoma, and it remains to be proven whether some of them maintain predictive power in the long-term follow-up. In the ongoing era of "precision" medicine, the novel prognostic markers, including immune inflammatory and nutritional indexes could be of great help in better stratify surgical candidates.
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Affiliation(s)
- Lapo Bencini
- Department of Oncology and Robotic Surgery, Careggi Main Florence University and Regional Hospital, Florence 50134, Italy
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Du J, Huang Z, Zhang E. Nomograms confirm serum IL-6 and CRP as predictors of immune checkpoint inhibitor efficacy in unresectable hepatocellular carcinoma. Front Immunol 2024; 15:1329634. [PMID: 38304429 PMCID: PMC10830723 DOI: 10.3389/fimmu.2024.1329634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Accepted: 01/04/2024] [Indexed: 02/03/2024] Open
Abstract
Background Immunotherapy based on immune checkpoint inhibitors (ICIs) has become the first-line treatment for unresectable hepatocellular carcinoma (uHCC). However, only a small portion of patients are responsive to ICIs. It is important to identify the patients who are likely to benefit from ICIs in clinical practice. We aimed to examine the significance of serum IL-6 and CRP levels in predicting the effectiveness of ICIs for uHCC. Methods We retrospectively recruited 222 uHCC patients who received ICIs treatment (training cohort: 124 patients, validation cohort: 98 patients). In the training cohort, patients are categorized into the response group (R) and no-response group (NR). The levels of serum IL-6 and CRP were compared between the two groups. Internal validation was performed in the validation cohort. Survival analysis was carried out using the Kaplan-Meier method and Cox proportional hazard regression model. The nomograms were developed and assessed using the consistency index (C-index) and calibration curve. Results Serum levels of IL-6 and CRP were significantly lower in the R group than in the NR group (9.94 vs. 36.85 pg/ml, p< 0.001; 9.90 vs. 24.50 mg/L, p< 0.001, respectively). An ROC curve was employed to identify the optimal cut-off values for IL-6 and CRP in both groups, resulting in values of 19.82 pg/ml and 15.50 mg/L, respectively. Multivariate Cox regression analysis revealed that MVI (HR 1.751, 95%CI 1.059-2.894, p=0.029; HR 1.530, 95%CI 0.955-2.451, p=0.077), elevated IL-6 (HR 1.624, 95%CI 1.016-2.596, p=0.043; HR 2.146, 95%CI 1.361-3.383, p =0.001) and high CRP (HR 1.709, 95%CI 1.041-2.807, p=0.034; HR 1.846, 95%CI 1.128-3.022, p = 0.015) were independent risk factors for PFS and OS, even after various confounders adjustments. Nomograms are well-structured and validated prognostic maps constructed from three variables, as MVI, IL6 and CRP. Conclusion Low levels of IL-6 and CRP have a positive correlation with efficacy for uHCC patients receiving ICIs.
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Affiliation(s)
| | - Zhiyong Huang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Erlei Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Gao X, Lin Y, Huang X, Lu C, Luo W, Zeng D, Li Y, Su T, Liang R, Ye J. Comprehensive analysis of the role of Netrin G1 (NTNG1) in hepatocellular carcinoma cells. Eur J Pharmacol 2024; 963:176262. [PMID: 38101695 DOI: 10.1016/j.ejphar.2023.176262] [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: 05/28/2023] [Revised: 12/03/2023] [Accepted: 12/04/2023] [Indexed: 12/17/2023]
Abstract
Netrin G1 (NTNG1) is a member of the Netrin family and plays a crucial role in various human cancers. However, the molecular functions of NTNG1 in HCC and the underlying mechanisms remain unclear. HCC expression data was obtained from the GEO database and analyzed using various bioinformatics tools. The expression of NTNG1 in HCC tissues and liver cancer cells was evaluated through RT-qPCR and western blotting. Cells with stable NTNG1 overexpression and knockdown were established, and CCK-8, colony formation, and flow cytometry assays were conducted in vitro. The xenograft model was utilized to verify the tumorigenesis capacity of NTNG1 in vivo. IHC was employed to analyze the expression of NTNG1 and CD163 proteins. HCC-specific genes were screened, followed by functional enrichment and immune cell infiltration analysis. Finally, the Co-IP was used to detect the interaction between NTNG1 and N-cadherin. NTNG1 was highly expressed in HCC tissues and liver cancer cells, and associated with significantly poorer OS rates. In addition, NTNG1 overexpression in liver cancer cells significantly increased their proliferation, colony growth, invasion, migration, and EMT, while inhibiting apoptosis. Bioinformatics analyses indicated that NTNG1 was closely related to EMT and tumor infiltration. IHC staining revealed a positive correlation between NTNG1 expression and CD163 in HCC tissues. Additionally, an EMT inhibitor attenuated the expression levels of EMT-related markers and counteracted the effects of NTNG1 overexpression in liver cancer cells. This study is the first to identify NTNG1 as a potential therapeutic target in HCC, promoting tumor development and progression by regulating EMT.
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Affiliation(s)
- Xing Gao
- Department of Medical Oncology, Tumor Hospital of Guangxi Medical University, Nanning, Guangxi, 530000, PR China
| | - Yan Lin
- Department of Medical Oncology, Tumor Hospital of Guangxi Medical University, Nanning, Guangxi, 530000, PR China
| | - Xi Huang
- Department of Medical Oncology, Tumor Hospital of Guangxi Medical University, Nanning, Guangxi, 530000, PR China
| | - Cheng Lu
- Department of Hepatobiliary Surgery, Tumor Hospital of Guangxi Medical University, Nanning, Guangxi, 530000, PR China
| | - Wenfeng Luo
- Department of Medical Oncology, Tumor Hospital of Guangxi Medical University, Nanning, Guangxi, 530000, PR China
| | - Dandan Zeng
- Department of Medical Oncology, Tumor Hospital of Guangxi Medical University, Nanning, Guangxi, 530000, PR China
| | - Yongqiang Li
- Department of Medical Oncology, Tumor Hospital of Guangxi Medical University, Nanning, Guangxi, 530000, PR China
| | - Tingshi Su
- Department of Hepatobiliary Surgery, Tumor Hospital of Guangxi Medical University, Nanning, Guangxi, 530000, PR China
| | - Rong Liang
- Department of Medical Oncology, Tumor Hospital of Guangxi Medical University, Nanning, Guangxi, 530000, PR China.
| | - Jiazhou Ye
- Department of Hepatobiliary Surgery, Tumor Hospital of Guangxi Medical University, Nanning, Guangxi, 530000, PR China.
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Mahn R, Glüer OA, Sadeghlar F, Möhring C, Zhou T, Anhalt T, Monin MB, Kania A, Glowka TR, Feldmann G, Brossart P, Kalff JC, Schmidt-Wolf IGH, Strassburg CP, Gonzalez-Carmona MA. First-Line Treatment for Advanced Hepatocellular Carcinoma: A Three-Armed Real-World Comparison. J Hepatocell Carcinoma 2024; 11:81-94. [PMID: 38239279 PMCID: PMC10794153 DOI: 10.2147/jhc.s432948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Accepted: 10/27/2023] [Indexed: 01/22/2024] Open
Abstract
Background and Aim There are several existing systemic 1st- line therapies for advanced hepatocellular carcinoma (HCC), including atezolizumab/bevacizumab (Atez/Bev), sorafenib and lenvatinib. This study aims to compare the effectiveness of these three 1st-line systemic treatments in a real-world setting for HCC, focusing on specific patient subgroups analysis. Methods A total of 177 patients with advanced HCC treated with Atez/Bev (n = 38), lenvatinib (n = 21) or sorafenib (n = 118) as 1st line systemic therapy were retrospectively analyzed and compared. Primary endpoints included objective response rate (ORR), progression-free survival (PFS) and 15-month overall survival (15-mo OS). Subgroups regarding liver function, etiology, previous therapy and toxicity were analyzed. Results Atez/Bev demonstrated significantly longer median 15-month OS with 15.03 months compared to sorafenib with 9.43 months (p = 0.04) and lenvatinib with 8.93 months (p = 0.05). Similarly, it had highest ORR of 31.6% and longest median PFS with 7.97 months, independent of etiology. However, significantly superiority was observed only compared to sorafenib (ORR: 4.2% (p < 0.001); PFS: 4.57 months (p = 0.03)), but not comparing to lenvatinib (ORR: 28.6% (p = 0.87); PFS: 3.77 months (p = 0.10)). Atez/Bev also resulted in the longest PFS in patients with Child-Pugh A and ALBI 1 score and interestingly in those previously treated with SIRT. Contrary, sorafenib was non inferior in patients with impaired liver function. Conclusion Atez/Bev achieved longest median PFS and 15-mo OS independent of etiology and particularly in patients with stable liver function or prior SIRT treatment. Regarding therapy response lenvatinib was non-inferior to Atez/Bev. Finally, sorafenib seemed to perform best for patients with deteriorated liver function.
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Affiliation(s)
- Robert Mahn
- Department of Internal Medicine I, University Hospital of Bonn, Bonn, Germany
| | - Oscar André Glüer
- Department of Internal Medicine I, University Hospital of Bonn, Bonn, Germany
| | - Farsaneh Sadeghlar
- Department of Internal Medicine I, University Hospital of Bonn, Bonn, Germany
| | - Christian Möhring
- Department of Internal Medicine I, University Hospital of Bonn, Bonn, Germany
| | - Taotao Zhou
- Department of Internal Medicine I, University Hospital of Bonn, Bonn, Germany
| | - Thomas Anhalt
- Department of Internal Medicine I, University Hospital of Bonn, Bonn, Germany
| | | | - Alexander Kania
- Department of Surgery, University Hospital of Bonn, Bonn, Germany
| | - Tim R Glowka
- Department of Surgery, University Hospital of Bonn, Bonn, Germany
| | - Georg Feldmann
- Department of Internal Medicine III, University Hospital of Bonn, Bonn, Germany
| | - Peter Brossart
- Department of Internal Medicine III, University Hospital of Bonn, Bonn, Germany
| | - Joerg C Kalff
- Department of Surgery, University Hospital of Bonn, Bonn, Germany
| | - Ingo G H Schmidt-Wolf
- Department of Integrated Oncology CIO Bonn, University Hospital of Bonn, Bonn, Germany
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Campani C, Vallot A, Ghannouchi H, Allaire M, Evain M, Sultanik P, Sidali S, Blaise L, Thabut D, Nahon P, Seror O, Ganne-Carrié N, Nault JC, Wagner M, Sutter O. Impact of radiological response and pattern of progression in patients with HCC treated by atezolizumab-bevacizumab. Hepatology 2024; 79:49-60. [PMID: 37870270 DOI: 10.1097/hep.0000000000000636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 09/11/2023] [Indexed: 10/24/2023]
Abstract
BACKGROUND AND AIMS We aim to assess the role of radiological response to atezolizumab-bevacizumab in patients with HCC to predict overall survival. APPROACH AND RESULTS We retrospectively included patients with HCC treated by atezolizumab-bevacizumab in 2 tertiary centers. A retrospective blinded analysis was performed by 2 radiologists to assess Response Evaluation Criteria in Solid Tumor (RECIST 1.1) and modified RECIST (mRECIST) criteria at 12 weeks. Imaging response and treatment decisions in the multidisciplinary tumor board at 12 weeks were registered. Among 125 patients, 9.6% and 20.8% had a response, 39.2% and 35.2% had stable disease, and 51.2% and 44% had progression, according to RECIST 1.1 and mRECIST, respectively, with a substantial interobserver agreement (k coefficient=0.79). Metastasis was independently associated with a higher risk of progression. Patients classified as responders did not reach median survival, which was 16.2 and 15.9 months for patients classified as stable and 9.1 and 9.0 months for patients classified as progressors, in RECIST 1.1 and mRECIST criteria, respectively. We observed a wide variability in the identification of progression in the multidisciplinary tumor board in clinical practice compared with the blind evaluation by radiologists mainly due to discrepancy in the evaluation of the increase in size of intrahepatic lesions. The appearance of new extrahepatic lesions or vascular invasion lesions was associated with a worse overall survival ( p =0.032). CONCLUSIONS RECIST 1.1 and mRECIST criteria predict overall survival with more responders identified by mRECIST and the appearance of new extrahepatic lesion or vascular invasion was associated with a poor prognosis. A noticeable discrepancy was observed between patients classified as progressors at reviewing and the decision reached during the multidisciplinary tumor board.
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Affiliation(s)
- Claudia Campani
- Cordeliers Research Center, Sorbonne University, Inserm, Paris Cité University, "Functional Genomics of Solid Tumors" team, Ligue Nationale Contre le Cancer accredited team, Labex OncoImmunology, Paris, France
- Department of Experimental and Clinical Medicine, Internal Medicine and Hepatology Unit, University of Firenze, Florence, Italy
| | - Ariane Vallot
- Radiology Department, AP-HP, Sorbonne University, Universitary Hospital Pitié Salpêtriére, Paris, France
| | - Haroun Ghannouchi
- Interventional Radiology Department, Avicenne Hospital, Paris-Seine-Saint-Denis Universitary Hospitals, AP-HP, Bobigny, France
| | - Manon Allaire
- Hepato-gastroenterology Department, AP-HP, Sorbonne University, Pitié Salpêtriére Universitary Hospital, Paris, France
| | - Manon Evain
- Hepato-gastroenterology Department, AP-HP, Sorbonne University, Pitié Salpêtriére Universitary Hospital, Paris, France
| | - Philippe Sultanik
- Hepato-gastroenterology Department, AP-HP, Sorbonne University, Pitié Salpêtriére Universitary Hospital, Paris, France
| | - Sabrina Sidali
- Cordeliers Research Center, Sorbonne University, Inserm, Paris Cité University, "Functional Genomics of Solid Tumors" team, Ligue Nationale Contre le Cancer accredited team, Labex OncoImmunology, Paris, France
- Liver Unit, Paris Cité University, Beaujon Hospital, APHP, DMU DIGEST, Clichy, France
| | - Lorraine Blaise
- Liver Unit, Avicenne Hospital, Paris-Seine-Saint-Denis Universitary Hospitals, AP-HP, Bobigny, France
| | - Dominique Thabut
- Hepato-gastroenterology Department, AP-HP, Sorbonne University, Pitié Salpêtriére Universitary Hospital, Paris, France
- INSERM/UMR_S 938/Sorbonne University, Saint-Antoine Research Center (CRSA), Paris, France
| | - Pierre Nahon
- Cordeliers Research Center, Sorbonne University, Inserm, Paris Cité University, "Functional Genomics of Solid Tumors" team, Ligue Nationale Contre le Cancer accredited team, Labex OncoImmunology, Paris, France
- Liver Unit, Avicenne Hospital, Paris-Seine-Saint-Denis Universitary Hospitals, AP-HP, Bobigny, France
| | - Olivier Seror
- Cordeliers Research Center, Sorbonne University, Inserm, Paris Cité University, "Functional Genomics of Solid Tumors" team, Ligue Nationale Contre le Cancer accredited team, Labex OncoImmunology, Paris, France
- Interventional Radiology Department, Avicenne Hospital, Paris-Seine-Saint-Denis Universitary Hospitals, AP-HP, Bobigny, France
| | - Nathalie Ganne-Carrié
- Cordeliers Research Center, Sorbonne University, Inserm, Paris Cité University, "Functional Genomics of Solid Tumors" team, Ligue Nationale Contre le Cancer accredited team, Labex OncoImmunology, Paris, France
- Liver Unit, Avicenne Hospital, Paris-Seine-Saint-Denis Universitary Hospitals, AP-HP, Bobigny, France
| | - Jean-Charles Nault
- Cordeliers Research Center, Sorbonne University, Inserm, Paris Cité University, "Functional Genomics of Solid Tumors" team, Ligue Nationale Contre le Cancer accredited team, Labex OncoImmunology, Paris, France
- Liver Unit, Avicenne Hospital, Paris-Seine-Saint-Denis Universitary Hospitals, AP-HP, Bobigny, France
| | - Mathilde Wagner
- Radiology Department, AP-HP, Sorbonne University, Universitary Hospital Pitié Salpêtriére, Paris, France
| | - Olivier Sutter
- Interventional Radiology Department, Avicenne Hospital, Paris-Seine-Saint-Denis Universitary Hospitals, AP-HP, Bobigny, France
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Hu YD, Zhang H, Tan W, Li ZK. Impact of hepatectomy and postoperative adjuvant transarterial chemoembolization on serum tumor markers and prognosis in intermediate-stage hepatocellular carcinoma. World J Gastrointest Surg 2023; 15:2820-2830. [PMID: 38222017 PMCID: PMC10784839 DOI: 10.4240/wjgs.v15.i12.2820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 11/22/2023] [Accepted: 12/08/2023] [Indexed: 12/27/2023] Open
Abstract
BACKGROUND Primary hepatocellular carcinoma (HCC) is a common malignant tumour, and its early symptoms are often not obvious, resulting in many patients experiencing middle- to late-stage disease at the time of diagnosis. The optimal time for surgery is often missed for these patients, and those who do undergo surgery have unsatisfactory long-term outcomes and a high recurrence rate within five years. Therefore, postoperative follow-up treatments, such as transhepatic arterial chemoembolization (TACE), have become critical to improving survival and reducing recurrence rates. AIM To validate the prophylactic role of TACE after hepatic resection and to assess its impact on patient prognosis. METHODS This study investigated the efficacy of TACE in patients with intermediate-stage HCC after hepatectomy. When the post-treatment results of the observation group and the control group were compared, it was found that the inclusion of TACE significantly improved the clinical efficacy, reduced the levels of tumour markers and did not aggravate the damage to liver function. Thus, this may be an effective and comprehensive treatment strategy for patients with intermediate-stage HCC that helps to improve their quality of life and survival time. RESULTS When the baseline data were analysed, no statistical differences were found between the two groups in terms of gender, age, hepatitis B virus, cirrhosis, Child-Pugh grading, number of tumours, maximum tumour diameter and degree of tumour differentiation. The assessment of clinical efficacy showed that the post-treatment overall remission rate of the observation group was significantly higher than that of the control group. In terms of changes in tumour markers, the alpha-fetoprotein and carcinoembryonic antigen levels in the patients in the observation group decreased more significantly after treatment compared with those in the control group. When post-treatment changes in liver function indicators were analysed, no statistical differences were found in the total bilirubin, alanine aminotransferase and aspartate aminotransferase levels between the two groups. CONCLUSION In patients with intermediate-stage HCC, post-hepatectomy TACE significantly improved clinical outcomes, reduced tumour-marker levels and may have improved the prognosis by removing residual lesions. Thus, this may be an effective and comprehensive treatment strategy for patients with intermediate-stage HCC.
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Affiliation(s)
- Yi-Di Hu
- Department of Surgery, Wenzhou TCM Hospital of Zhejiang Chinese Medical University, Wenzhou 325000, Zhejiang Province, China
| | - Hui Zhang
- Department of Surgery, Wenzhou TCM Hospital of Zhejiang Chinese Medical University, Wenzhou 325000, Zhejiang Province, China
| | - Wei Tan
- Department of Hepatobiliary and Pancreatic Surgery, Lishui Municipal Central Hospital, Lishui 323000, Zhejiang Province, China
| | - Zhuo-Kai Li
- Department of Hepatobiliary and Pancreatic Surgery, Lishui Municipal Central Hospital, Lishui 323000, Zhejiang Province, China
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Qin R, Jin T, Xu F. Biomarkers predicting the efficacy of immune checkpoint inhibitors in hepatocellular carcinoma. Front Immunol 2023; 14:1326097. [PMID: 38187399 PMCID: PMC10770866 DOI: 10.3389/fimmu.2023.1326097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Accepted: 12/11/2023] [Indexed: 01/09/2024] Open
Abstract
In recent years, immune checkpoint inhibitors (ICIs) have emerged as a transformative approach in treating advanced hepatocellular carcinoma (HCC). Despite their success, challenges persist, including concerns about their effectiveness, treatment costs, frequent occurrence of treatment-related adverse events, and tumor hyperprogression. Therefore, it is imperative to identify indicators capable of predicting the efficacy of ICIs treatment, enabling optimal patient selection to maximize clinical benefits while minimizing unnecessary toxic side effects and economic losses. This review paper categorizes prognostic biomarkers of ICIs treatment into the following categories: biochemical and cytological indicators, tumor-related markers, imaging and personal features, etiology, gut microbiome, and immune-related adverse events (irAEs). By organizing these indicators systematically, we aim to guide biomarker exploration and inform clinical treatment decisions.
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Affiliation(s)
| | - Tianqiang Jin
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, China
| | - Feng Xu
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, China
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