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Khidri FF, Waryah YM, Nigar R, Mughal ZUN, Zai JA, Rao AR, Ujjan ID, Waryah AM. Vascular endothelial growth factor/platelet ratio as a potential biomarker for preeclampsia: A study of angiogenic markers in Pakistani patients. Obstet Med 2025; 18:75-81. [PMID: 39553185 PMCID: PMC11563536 DOI: 10.1177/1753495x241234961] [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: 08/30/2023] [Accepted: 02/07/2024] [Indexed: 11/19/2024] Open
Abstract
Objectives To determine the levels of angiogenic biomarkers: vascular endothelial growth factor (VEGF), soluble vascular endothelial growth factor receptor 1 (sVEGFR1 or sFlt-1), platelet count, and the VEGF/platelet ratio in preeclampsia. Methods Forty-four cases of preeclampsia and 44 controls were recruited. Results The serum VEGF, sVEGFR1, and VEGF/platelet ratio were significantly higher and platelet counts lower in preeclampsia in comparison to controls (VEGF: median = 178 vs. 97 pg/mL, p < 0.0001, sVEGFR1: 1634 vs. 627 pg/mL, p < 0.0001, VEGF/platelet ratio: 1.148 vs. 0.417, and platelet count: 178 × 103/µL vs. 232 × 103/µL, p = 0.0006). The VEGF and VEGF/platelet ratio showed better diagnostic accuracy for differentiating preeclampsia, with an area under the curve of 97.47% (95% CI: 0.95-1.00) and 89.46% (95% CI: 0.82-0.96), respectively. VEGFA: c.-2055A>C (rs699947) AA genotype exhibited higher serum VEGF levels associated with preeclampsia. Conclusion The higher levels of angiogenic biomarkers in preeclampsia, suggest a role in the pathogenesis and potential diagnosis.
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Affiliation(s)
- Feriha Fatima Khidri
- Molecular Biology and Genetics Department, Medical Research Center, Liaquat University of Medical and Health Sciences, Jamshoro, Pakistan
- Department of Biochemistry, Bilawal Medical College, Liaquat University of Medical and Health Sciences, Jamshoro, Pakistan
| | - Yar Muhammad Waryah
- Molecular Biology and Genetics Department, Medical Research Center, Liaquat University of Medical and Health Sciences, Jamshoro, Pakistan
- Sindh Institute of Opthalmology and Visual Sciences, Hyderabad, Pakistan
| | - Roohi Nigar
- Department of Gynecology and Obstetrics, Bilawal Medical College, Liaquat University of Medical and Health Sciences, Jamshoro, Pakistan
| | - Zaib-Un-Nisa Mughal
- Department of Physiology and Medical Laboratory Technology, University of Sindh, Jamshoro, Pakistan
| | - Jawaid Ahmed Zai
- Department of Physiology and Medical Laboratory Technology, University of Sindh, Jamshoro, Pakistan
| | - Ali Raza Rao
- Molecular Biology and Genetics Department, Medical Research Center, Liaquat University of Medical and Health Sciences, Jamshoro, Pakistan
- Department of Pathology, Liaquat University of Medical and Health Sciences, Jamshoro, Pakistan
| | - Ikram Din Ujjan
- Department of Pathology, Liaquat University of Medical and Health Sciences, Jamshoro, Pakistan
| | - Ali Muhammad Waryah
- Molecular Biology and Genetics Department, Medical Research Center, Liaquat University of Medical and Health Sciences, Jamshoro, Pakistan
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Luo G, Zhu S, He L, Liu Q, Xu C, Yao Q, Hu H, Wang Q, Zou S. Platelets promote metastasis of intrahepatic cholangiocarcinoma through activation of TGF-β/Smad2 pathway. Biochim Biophys Acta Mol Basis Dis 2025; 1871:167734. [PMID: 39978442 DOI: 10.1016/j.bbadis.2025.167734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Revised: 01/11/2025] [Accepted: 02/12/2025] [Indexed: 02/22/2025]
Abstract
Intrahepatic cholangiocarcinoma (ICC), an aggressive liver cancer, lacks simple and accurate clinical tests, which poses challenges to postoperative diagnosis and treatment. Recent studies have indicated that platelet levels might be relevant to the postoperative prognosis of ICC. However, their prognostic significance in ICC remains unclarified. This study included 218 ICC patients who underwent hepatic resection. Comprehensive analyses of patients' postoperative prognosis were conducted primarily focusing on their platelet levels associated with prognostic traits. To further investigate the underlying mechanism between platelet levels and patients' postoperative prognosis, we elucidated the association between platelets and tumor metastasis using HCCC-9810 and HUCC-T1 cells as well as mouse models. In the retrospective cohort study, elevated serum platelet levels (≥300 × 109/L) or tumoral platelet levels (≥0.23) individually indicated an unfavorable postoperative prognosis in individuals with ICC. Multivariate analysis showed that tumoral platelet levels can be an independent prognostic factor, while the loss of prognostic superiority of serum platelet levels in the analysis may be attributed to the influence of confounding inclusion variables. Epithelial/mesenchymal transition (EMT) marker expression changes in HCCC-9810 and HUCC-T1 cells with platelet treatment were analyzed to understand how platelets contribute to ICC malignant recurring progression. The significant role of the TGF-β/Smad2 pathway in ICC metastasis was identified. In addition, aspirin was found to have the potential to reduce ICC metastasis by inhibiting platelet function. In conclusion, this study indicated that ICC patients with postoperative serum platelet levels ≥300 × 109/L or tumoral platelet levels ≥0.23 have significantly higher risk of poor postoperative prognosis. This is due to platelet-derived TGFβ1 leading to EMT in ICC cells, thus promoting tumor metastasis.
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Affiliation(s)
- Guijuan Luo
- Department of Hepatobiliary Medicine, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China
| | - Shuyang Zhu
- Department of Hepatobiliary Medicine, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China
| | - Liujie He
- Department of Hepatobiliary Medicine, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China
| | - Qiang Liu
- Department of Hepatobiliary Medicine, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China
| | - Chao Xu
- The Second Affiliated Hospital of Zhejiang Chinese Medical University, Xinhua Hospital of Zhejiang Province, Hangzhou 310005, China; Integrated Traditional Chinese and Western Medicine Oncology Laboratory, Key Laboratory of Traditional Chinese Medicine of Zhejiang Province, Hangzhou 310022, China
| | - Qinghua Yao
- The Second Affiliated Hospital of Zhejiang Chinese Medical University, Xinhua Hospital of Zhejiang Province, Hangzhou 310005, China; Integrated Traditional Chinese and Western Medicine Oncology Laboratory, Key Laboratory of Traditional Chinese Medicine of Zhejiang Province, Hangzhou 310022, China
| | - Heping Hu
- Department of Hepatobiliary Medicine, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China.
| | - Qiang Wang
- Department of Urology, Peking University People's Hospital, Beijing 100044, China.
| | - Shanshan Zou
- Department of Hepatobiliary Medicine, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China.
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Dong R, Wang T, Dong W, Zhang H, Li Y, Tao R, Liu Q, Liang H, Chen X, Zhang B, Zhang X. TGM2-mediated histone serotonylation promotes HCC progression via MYC signalling pathway. J Hepatol 2025:S0168-8278(24)02829-0. [PMID: 39788430 DOI: 10.1016/j.jhep.2024.12.038] [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: 06/27/2024] [Revised: 12/19/2024] [Accepted: 12/20/2024] [Indexed: 01/12/2025]
Abstract
BACKGROUND & AIMS Hepatocellular carcinoma (HCC) is an aggressive malignancy for which there are few effective treatment options. H3Q5ser, a serotonin-based histone modification mediated by transglutaminase 2 (TGM2), affects diverse biological processes, such as neurodevelopment. The role of TGM2-mediated H3Q5ser in HCC progression remains unclear. This study investigated the role of TGM2 in promoting HCC progression and evaluated its potential as a therapeutic target for HCC treatment. METHODS Adeno-associated virus-mediated liver-specific overexpression models of Tgm2 or H3.3 were adopted to validate the effects of H3Q5ser on HCC progression. CUT&Tag and RNA sequencing was employed to investigate the underlying mechanisms. HCC organoids, subcutaneous xenograft models, and hydrodynamic tail vein injection models were used to evaluate the treatment efficiency of TGM2 inhibitors. RESULTS TMG2 expression positively correlated with higher alpha-fetoprotein levels, poor differentiation, and a later BCLC stage. Tgm2 deficiency or H3Q5ser inhibition notably inhibited HCC progression. CUT&Tag and RNA sequencing analyses revealed that downregulated genes were enriched in the MYC pathway following treatment with the TGM2 inhibitors. Furthermore, transcriptional intermediary factor 1 β mediated the recruitment of TGM2 to MYC, facilitating H3Q5ser modifications on MYC target genes. Finally, targeting the transglutaminase activity of TGM2 significantly suppressed HCC progression and showed synergy with sorafenib treatment in preclinical models. TGM2 inhibitors did not cause significant myelosuppression or tissue damage. CONCLUSIONS TGM2 serves as a prognostic biomarker and targeting its transglutaminase activity may be an effective strategy for inhibiting HCC progression. IMPACT AND IMPLICATIONS Transglutaminase 2 (TGM2)-mediated H3Q5ser modifications promote hepatocellular carcinoma (HCC) progression via MYC pathway signalling. Targeting the transglutaminase activity of TGM2 markedly inhibited HCC progression. TGM2 inhibitors did not induce significant myelosuppression or tissue damage. This preclinical study provides a theoretical basis to explore new strategies for HCC therapy.
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Affiliation(s)
- Renshun Dong
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Clinical Medical Research Center of Hepatic Surgery at Hubei Province, Wuhan 430030, China; Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan 430030, China
| | - Tianci Wang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Clinical Medical Research Center of Hepatic Surgery at Hubei Province, Wuhan 430030, China; Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan 430030, China; Department of Haematology and Oncology, Shenzhen Children's Hospital, Shenzhen 518038, China
| | - Wei Dong
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Clinical Medical Research Center of Hepatic Surgery at Hubei Province, Wuhan 430030, China; Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan 430030, China; Key Laboratory of Organ Transplantation, Ministry of Education; NHC Key Laboratory of Organ Transplantation Chinese Academy of Medical Sciences, Wuhan 430030, China
| | - Haoquan Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Clinical Medical Research Center of Hepatic Surgery at Hubei Province, Wuhan 430030, China; Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan 430030, China
| | - Yani Li
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Clinical Medical Research Center of Hepatic Surgery at Hubei Province, Wuhan 430030, China; Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan 430030, China; Key Laboratory of Organ Transplantation, Ministry of Education; NHC Key Laboratory of Organ Transplantation Chinese Academy of Medical Sciences, Wuhan 430030, China
| | - Ran Tao
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Clinical Medical Research Center of Hepatic Surgery at Hubei Province, Wuhan 430030, China; Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan 430030, China; Key Laboratory of Organ Transplantation, Ministry of Education; NHC Key Laboratory of Organ Transplantation Chinese Academy of Medical Sciences, Wuhan 430030, China
| | - Qiumeng Liu
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Clinical Medical Research Center of Hepatic Surgery at Hubei Province, Wuhan 430030, China; Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan 430030, China; Key Laboratory of Organ Transplantation, Ministry of Education; NHC Key Laboratory of Organ Transplantation Chinese Academy of Medical Sciences, Wuhan 430030, China
| | - Huifang Liang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Clinical Medical Research Center of Hepatic Surgery at Hubei Province, Wuhan 430030, China; Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan 430030, China; Key Laboratory of Organ Transplantation, Ministry of Education; NHC Key Laboratory of Organ Transplantation Chinese Academy of Medical Sciences, Wuhan 430030, China
| | - Xiaoping Chen
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Clinical Medical Research Center of Hepatic Surgery at Hubei Province, Wuhan 430030, China; Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan 430030, China; Key Laboratory of Organ Transplantation, Ministry of Education; NHC Key Laboratory of Organ Transplantation Chinese Academy of Medical Sciences, Wuhan 430030, China.
| | - Bixiang Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Clinical Medical Research Center of Hepatic Surgery at Hubei Province, Wuhan 430030, China; Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan 430030, China; Key Laboratory of Organ Transplantation, Ministry of Education; NHC Key Laboratory of Organ Transplantation Chinese Academy of Medical Sciences, Wuhan 430030, China.
| | - Xuewu Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Clinical Medical Research Center of Hepatic Surgery at Hubei Province, Wuhan 430030, China; Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan 430030, China; Key Laboratory of Organ Transplantation, Ministry of Education; NHC Key Laboratory of Organ Transplantation Chinese Academy of Medical Sciences, Wuhan 430030, China.
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Liu Y, Tan H, Dai J, Lin J, Zhao K, Hu H, Zhong C. Targeting macrophages in cancer immunotherapy: Frontiers and challenges. J Adv Res 2025:S2090-1232(24)00622-2. [PMID: 39778768 DOI: 10.1016/j.jare.2024.12.043] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Accepted: 12/28/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND Cancer immunotherapy has emerged as a groundbreaking approach in cancer treatment, primarily realized through the manipulation of immune cells, notably T cell adoption and immune checkpoint blockade. Nevertheless, the manipulation of T cells encounters formidable hurdles. Macrophages, serving as the pivotal link between innate and adaptive immunity, play crucial roles in phagocytosis, cytokine secretion, and antigen presentation. Consequently, macrophage-targeted therapies have garnered significant attention. AIM OF REVIEW We aim to provide the most cutting-edge insights and future perspectives for macrophage-targeted therapies, fostering the development of novel and effective cancer treatments. KEY SCIENTIFIC CONCEPTS OF REVIEW To date, the forefront strategies for macrophage targeting encompass: altering their plasticity, harnessing CAR-macrophages, and targeting phagocytosis checkpoints. Macrophages are characterized by their remarkable diversity and plasticity, offering a unique therapeutic target. In this context, we critically analyze the innovative strategies aimed at transforming macrophages from their M2 (tumor-promoting) to M1 (tumor-suppressing) phenotype. Furthermore, we delve into the design principles, developmental progress, and advantages of CAR-macrophages. Additionally, we illuminate the challenges encountered in targeting phagocytosis checkpoints on macrophages and propose potential strategies to overcome these obstacles.
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Affiliation(s)
- Yu'e Liu
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai 200120, China; Department of Pediatric Hematology-Oncology, Boston Children's Hospital, Dana Farber Cancer Institute, Harvard Medical School, Boston, MA 02115, USA.
| | - Huabing Tan
- Department of Infectious Diseases, Hepatology Institute, Renmin Hospital, Hubei University of Medicine, Shiyan Key Laboratory of Virology, Hubei University of Medicine, Shiyan, Hubei Province 442000, China; General internal medicine, Wuhan Jinyintan Hospital, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, 430048, China
| | - Jingyuan Dai
- School of Computer Science and Information Systems, Northwest Missouri State University, Maryville, MO 64468, USA
| | - Jianghua Lin
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai 200120, China
| | - Kaijun Zhao
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai 200120, China.
| | - Haibo Hu
- Department of Cardiothoracic Surgery, The Affiliated Huai'an Hospital of Xuzhou Medical University, Huai'an, Jiangsu, China.
| | - Chunlong Zhong
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai 200120, China.
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5
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Khan MN, Mao B, Hu J, Shi M, Wang S, Rehman AU, Li X. Tumor-associated macrophages and CD8+ T cells: dual players in the pathogenesis of HBV-related HCC. Front Immunol 2024; 15:1472430. [PMID: 39450177 PMCID: PMC11499146 DOI: 10.3389/fimmu.2024.1472430] [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: 07/29/2024] [Accepted: 09/16/2024] [Indexed: 10/26/2024] Open
Abstract
HBV infection is a key risk factor for the development and progression of hepatocellular carcinoma (HCC), a highly invasive tumor, and is characterized by its persistent immunosuppressive microenvironment. This review provides an in-depth analysis of HBV-related HCC and explores the interactions between neutrophils, natural killer cells, and dendritic cells, examining their roles in regulating tumor-associated macrophages and CD8+ T cells and shaping the tumor microenvironment. Two critical players in the immunosuppressive milieu of HBV-related HCC are CD8+ T cells and tumor-associated macrophages (TAMs). The study explores how TAMs, initially recruited to combat infection, transform, adopting a tumor-promoting phenotype, turning against the body, promoting tumor cell proliferation, suppressing anti-tumor immunity, and assisting in the spread of cancer. Meanwhile, CD8+ T cells, crucial for controlling HBV infection, become dysfunctional and exhausted in response to persistent chronic viral inflammation. The review then dissects how TAMs manipulate this immune response, further depleting CD8+ T cell functions through mechanisms like arginine deprivation and creating hypoxic environments that lead to exhaustion. Finally, it explores the challenges and promising therapeutic avenues that target TAMs and CD8+ T cells, either separately or in combination with antiviral therapy and personalized medicine approaches, offering hope for improved outcomes in HBV-related HCC.
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Affiliation(s)
- Muhammad Naveed Khan
- Clinical Molecular Medicine Testing Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Western (Chongqing) Collaborative Innovation Center for Intelligent Diagnostics and Digital Medicine, Chongqing, China
| | - Binli Mao
- Department of Blood Transfusion, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Juan Hu
- Department of Clinical Laboratory Medicine, Suining Central Hospital, Suining, Sichuan, China
| | - Mengjia Shi
- Clinical Molecular Medicine Testing Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Shunyao Wang
- Clinical Molecular Medicine Testing Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Adeel Ur Rehman
- Clinical Molecular Medicine Testing Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xiaosong Li
- Clinical Molecular Medicine Testing Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Western (Chongqing) Collaborative Innovation Center for Intelligent Diagnostics and Digital Medicine, Chongqing, China
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Ma X, Chen J, Chen S, Lan X, Wei Z, Gao H, Hou E. Immunotherapy for renal cell carcinoma: New therapeutic combinations and adverse event management strategies: A review. Medicine (Baltimore) 2024; 103:e38991. [PMID: 39058879 PMCID: PMC11272340 DOI: 10.1097/md.0000000000038991] [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: 12/20/2023] [Accepted: 06/28/2024] [Indexed: 07/28/2024] Open
Abstract
Immune checkpoint inhibitor (ICI) combinations, as well as ICIs combined with tyrosine kinase inhibitors, have considerable potential for renal cell carcinoma (RCC) treatment. Newer targeted medications, gut microbiome, nanomedicines, and cyclin-dependent kinase (CDK) inhibitors demonstrate significant potential in preventing side effects and resistance associated with RCC treatment. Most patients, including those demonstrating long-term treatment effects, eventually demonstrate cancer progression. Nevertheless, recent studies have further revealed RCC pathogenesis and many acquired drug resistance mechanisms, which together have led to the identification of promising therapeutic targets. In addition to having roles in metabolism, immunogenicity, and the immune response to tumors, CDK4 and CDK6 regulate the cell cycle. Targeting CDK4 and CDK6, either separately or in combination with already approved treatments, may improve therapeutic outcomes in patients with kidney cancer. Other novel drugs, including pegylated interleukin 10, colony-stimulating factor 1 receptor inhibitors, CD40 agonists, and C-X-C receptor 4 inhibitors affect the tumor microenvironment and cancer cell metabolism. Moreover, a triple ICI combination has been noted to be efficacious. In general, compared with sunitinib as a single-drug treatment, newer ICI combinations improve overall survival in patients with RCC. Future research on the prevention of adverse events and medication resistance related to newer therapies may aid in ensuring effective treatment outcomes among patients with RCC. This article aims to summarize innovative immunotherapy drug combinations for RCC treatment and the mechanisms of action, drug resistance, and treatment of adverse events associated with these combinations.
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Affiliation(s)
- Xiaohan Ma
- Graduate School, Guangxi University of Chinese Medicine, Nanning, Guangxi, China
| | - Jibing Chen
- Ruikang Hospital, Guangxi University of Chinese Medicine, Nanning, Guangxi, China
| | - Sheng Chen
- Graduate School, Guangxi University of Chinese Medicine, Nanning, Guangxi, China
| | - Xuan Lan
- Graduate School, Guangxi University of Chinese Medicine, Nanning, Guangxi, China
| | - Zengzhao Wei
- Graduate School, Guangxi University of Chinese Medicine, Nanning, Guangxi, China
| | - Hongjun Gao
- Ruikang Hospital, Guangxi University of Chinese Medicine, Nanning, Guangxi, China
| | - Encun Hou
- Ruikang Hospital, Guangxi University of Chinese Medicine, Nanning, Guangxi, China
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Li Z, Duan D, Li L, Peng D, Ming Y, Ni R, Liu Y. Tumor-associated macrophages in anti-PD-1/PD-L1 immunotherapy for hepatocellular carcinoma: recent research progress. Front Pharmacol 2024; 15:1382256. [PMID: 38957393 PMCID: PMC11217528 DOI: 10.3389/fphar.2024.1382256] [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: 02/05/2024] [Accepted: 05/22/2024] [Indexed: 07/04/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the cancers that seriously threaten human health. Immunotherapy serves as the mainstay of treatment for HCC patients by targeting the programmed cell death protein 1/programmed cell death 1 ligand 1 (PD-1/PD-L1) axis. However, the effectiveness of anti-PD-1/PD-L1 treatment is limited when HCC becomes drug-resistant. Tumor-associated macrophages (TAMs) are an important factor in the negative regulation of PD-1 antibody targeted therapy in the tumor microenvironment (TME). Therefore, as an emerging direction in cancer immunotherapy research for the treatment of HCC, it is crucial to elucidate the correlations and mechanisms between TAMs and PD-1/PD-L1-mediated immune tolerance. This paper summarizes the effects of TAMs on the pathogenesis and progression of HCC and their impact on HCC anti-PD-1/PD-L1 immunotherapy, and further explores current potential therapeutic strategies that target TAMs in HCC, including eliminating TAMs in the TME, inhibiting TAMs recruitment to tumors and functionally repolarizing M2-TAMs (tumor-supportive) to M1-TAMs (antitumor type).
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Affiliation(s)
| | | | | | | | | | - Rui Ni
- Department of Pharmacy, Daping Hospital, Army Medical University, Chongqing, China
| | - Yao Liu
- Department of Pharmacy, Daping Hospital, Army Medical University, Chongqing, China
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Man ZR, Gong XK, Qu KL, Pang Q, Wu BQ. Albumin-bilirubin grade as a predictor of survival in hepatocellular carcinoma patients with thrombocytopenia. World J Gastrointest Oncol 2024; 16:1763-1772. [PMID: 38764822 PMCID: PMC11099442 DOI: 10.4251/wjgo.v16.i5.1763] [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: 12/28/2023] [Revised: 02/02/2024] [Accepted: 03/25/2024] [Indexed: 05/09/2024] Open
Abstract
BACKGROUND The models for assessing liver function, mainly the Child-Pugh (CP), albuminbilirubin (ALBI), and platelet-ALBI (PALBI) classifications, have been validated for use in estimating the prognosis of hepatocellular carcinoma (HCC) patients. However, thrombocytopenia is a common finding and may influence the prognostic value of the three models in HCC. AIM To investigate and compare the prognostic performance of the above three models in thrombocytopenic HCC patients. METHODS A total of 135 patients with thrombocytopenic HCC who underwent radical surgery were retrospectively analyzed. Preoperative scores on the CP, ALBI and PALBI classifications were estimated accordingly. Kaplan-Meier curves with log-rank tests and Cox regression models were used to explore the significant factors associated with overall survival (OS) and recurrence-free survival (RFS). RESULTS The preoperative platelet counts were significantly different among the CP, ALBI and PALBI groups. After a median follow-up of 28 mo, 39.3% (53/135) of the patients experienced postoperative recurrence, and 36.3% (49/135) died. Univariate analysis suggested that α-fetoprotein levels, tumor size, vascular invasion, and ALBI grade were significant predictors of OS and RFS. According to the multivariate Cox regression model, ALBI was identified as an independent prognostic factor. However, CP and PALBI grades were not statistically significant prognostic indicators. CONCLUSION The ALBI grade, rather than CP or PALBI grade, is a significant prognostic indicator for thrombocytopenic HCC patients.
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Affiliation(s)
- Zhong-Ran Man
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, Anhui Province, China
| | - Xuan-Kun Gong
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, Anhui Province, China
| | - Kang-Lin Qu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, Anhui Province, China
| | - Qing Pang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, Anhui Province, China
- Department of Hepatobiliary Surgery, Anhui No. 2 Provincial People’s Hospital, Hefei 230041, Anhui Province, China
| | - Bin-Quan Wu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, Anhui Province, China
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Zhao M, Zhang B, Shi J, Tang X, Li H, Li S, Yang Y, Han Y, Wang R, Xun J, Zhang K, Wu X, Zhao J. HCC portal hypertension imaging score derived from CT predicts re-bleeding and mortality after acute variceal bleeding. Cancer Imaging 2024; 24:45. [PMID: 38549132 PMCID: PMC10976815 DOI: 10.1186/s40644-024-00689-5] [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: 08/31/2023] [Accepted: 03/11/2024] [Indexed: 04/02/2024] Open
Abstract
BACKGROUND/PURPOSE Risk factors for re-bleeding and death after acute variceal bleeding (AVB) in cirrhotic HCC patients are not fully understood.We aimed to (1) explore how the combination of high-risk esophageal varices, HCC status, and portal vein tumor thrombus (i.e., HCC Portal Hypertension Imaging Score [HCCPHTIS]) helps predict increased risk of variceal re-bleeding and mortality; (2) assess predictability and reproducibility of the identified variceal re-bleeding rules. METHODS This prospective study included 195 HCC patients with first-time AVB and liver cirrhosis, and conducted multivariable Cox regression analysis and Kaplan-Meier analysis. Receiver operating characteristic curve analysis was calculated to find the optimal sensitivity, specificity, and cutoff values of the variables. The reproducibility of the results obtained was verified in a different but related group of patients. RESULTS 56 patients (28.7%) had re-bleeding within 6 weeks; HCCPHTIS was an independent risk factor for variceal re-bleeding after AVB (Odd ratio, 2.330; 95% confidence interval: 1.728-3.142, p < 0.001). The positive predictive value of HCCPHTIS cut off value > 3 was 66.2%, sensitivity 83.9%, and specificity 82.3%. HCCPHTIS area under the curve was higher than Child-Pugh score (89% vs. 75%, p < 0.001). 74(37.9%) death occurred within 6 weeks; HCCPHTIS > 4 was associated with increased risk of death within 6 weeks after AVB (p < 0.001). CONCLUSION HCCPHTIS > 3 is a strong predictor of variceal re-bleeding within the first 6 weeks. However, patients with HCCPHTIS > 4 were at increased risk of death within 6 weeks.
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Affiliation(s)
- Mingyuan Zhao
- Department of Oncology, Shanxi Provincial People's Hospital, Affiliated to Shanxi Medical University, Taiyuan, 030012, China
| | - Binyue Zhang
- Department of surgery, Shanxi Medical University, Taiyuan, 030001, China
| | - Jianqiang Shi
- Department of Radiology, Shanxi Provincial People's Hospital, Affiliated to Shanxi Medical University, Taiyuan, 030012, China
| | - Xiaoxian Tang
- Department of Radiology, Shanxi Provincial People's Hospital, Affiliated to Shanxi Medical University, Taiyuan, 030012, China
| | - Hongxia Li
- Department of Oncology, Shanxi Provincial People's Hospital, Affiliated to Shanxi Medical University, Taiyuan, 030012, China
| | - Shengwen Li
- Department of Oncology, Shanxi Provincial People's Hospital, Affiliated to Shanxi Medical University, Taiyuan, 030012, China
| | - Yunfeng Yang
- Department of Hepatology, Shanxi Provincial People's Hospital, Affiliated to Shanxi Medical University, 99 Shuang Ta street, Taiyuan, 030012, China
| | - Yi Han
- Department of Hepatology, Shanxi Provincial People's Hospital, Affiliated to Shanxi Medical University, 99 Shuang Ta street, Taiyuan, 030012, China
| | - Rong Wang
- Department of Hepatology, Shanxi Provincial People's Hospital, Affiliated to Shanxi Medical University, 99 Shuang Ta street, Taiyuan, 030012, China
| | - Jian Xun
- Department of Hepatology, Taiyuan No.3 Hospital Affiliated to Shanxi Medical University, Taiyuan, 030012, China
| | - Kai Zhang
- Department of Radiology, Taiyuan No.3 Hospital Affiliated to Shanxi Medical University, Taiyuan, 030012, China
| | - Xirun Wu
- Department of Hepatology, Second Hospital of Shanxi Medical University, Taiyuan, 030001, China
| | - Jiang Zhao
- Department of Hepatology, Shanxi Provincial People's Hospital, Affiliated to Shanxi Medical University, 99 Shuang Ta street, Taiyuan, 030012, China.
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10
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Kraj L, Chmiel P, Gryziak M, Grabowska-Derlatka L, Szymański Ł, Wysokińska E. Impact of Thrombocytopenia on Survival in Patients with Hepatocellular Carcinoma: Updated Meta-Analysis and Systematic Review. Cancers (Basel) 2024; 16:1293. [PMID: 38610973 PMCID: PMC11011012 DOI: 10.3390/cancers16071293] [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: 02/27/2024] [Revised: 03/24/2024] [Accepted: 03/25/2024] [Indexed: 04/14/2024] Open
Abstract
BACKGROUND Platelets (PLT) have a role in the pathogenesis, progression, and prognosis of hepatocellular carcinoma (HCC) and could represent a readily measurable laboratory parameter to enhance the comprehensive evaluation of HCC patients. METHODS The PubMed, Web of Science, and Scopus databases were searched with a focus on survival as well as patient and tumor-specific characteristics in correlation to reported PLT counts. Survival outcomes were analyzed with both common-effect and random-effects models. The hazard ratio (HR) and its 95% confidence interval (CI) from analyzed trials were incorporated. Studies that did not provide survival data but focused on platelet count correlation with HCC characteristics were reviewed. RESULTS In total, 26 studies, including a total of 9403 patients, met our criteria. The results showed that thrombocytopenia in HCC patients was associated with poor overall survival (common-effect HR = 1.15, 95% CI: 1.06-1.25; random-effect HR = 1.30, 95% CI: 1.05-1.63). Moreover, three studies reveal significant correlations between PLT indices and tumor characteristics such as size, foci number, and etiology of HCC development. CONCLUSION Our meta-analysis confirmed that PLT count could act as a prognostic marker in HCC, especially with a PLT count cut off <100 × 103/mm3. Further prospective studies focusing on the role of PLT in clearly defined subgroups are necessary.
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Affiliation(s)
- Leszek Kraj
- Department of Oncology, University Clinical Centre, Medical University of Warsaw, 02-091 Warsaw, Poland
- Department of Molecular Biology, Institute of Genetics and Animal Biotechnology, Polish Academy of Science, 01-447 Magdalenka, Poland;
| | - Paulina Chmiel
- University Clinical Centre, Medical University of Warsaw, 02-091 Warsaw, Poland
| | - Maciej Gryziak
- Department of Oncology, University Clinical Centre, Medical University of Warsaw, 02-091 Warsaw, Poland
| | - Laretta Grabowska-Derlatka
- 2nd Department of Clinical Radiology, University Clinical Centre, Medical University of Warsaw, 02-091 Warsaw, Poland
| | - Łukasz Szymański
- Department of Molecular Biology, Institute of Genetics and Animal Biotechnology, Polish Academy of Science, 01-447 Magdalenka, Poland;
| | - Ewa Wysokińska
- Division of Hematology and Medical Oncology, Mayo Clinic, Jacksonville, FL 32224, USA
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11
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Hosoda K, Umemura K, Shimizu A, Kubota K, Notake T, Kitagawa N, Sakai H, Hayashi H, Yasukawa K, Soejima Y. The platelet-to-lymphocyte ratio is a complementary prognostic factor to tumor markers in predicting early recurrence of hepatocellular carcinoma after hepatectomy. J Surg Oncol 2024; 129:765-774. [PMID: 38105473 DOI: 10.1002/jso.27564] [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: 08/24/2023] [Accepted: 12/03/2023] [Indexed: 12/19/2023]
Abstract
BACKGROUND The usefulness of inflammation-based prognostic scores for early recurrence (ER) after hepatectomy for hepatocellular carcinoma has rarely been reported. This study aimed to evaluate the potential of inflammation-based prognostic scores as predictors of ER and their relationship with tumor markers. METHODS We enrolled 338 patients who underwent hepatectomy for hepatocellular carcinoma between January 2007 and December 2021. Clinicopathological factors were compared between patients who developed ER (ER group) and those who did not develop ER (non-ER group). The association between inflammation-based prognostic scores and ER status was evaluated. These scores were compared with those of well-established tumor markers. RESULTS The platelet-to-lymphocyte ratio (PLR) correlated with ER of hepatocellular carcinoma, with an area under the curve (AUC) value of 0.70, sensitivity of 68.1%, and specificity of 67.7%. In patients with low tumor marker levels, the PLR showed a strong correlation with ER of hepatocellular carcinoma, with an AUC value of 0.851, sensitivity of 100%, and specificity of 76.2%. Multivariate analysis revealed that the PLR was an independent prognostic factor for ER. CONCLUSIONS The PLR is useful and complementary to tumor markers for predicting ER after hepatectomy for hepatocellular carcinoma.
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Affiliation(s)
- Kiyotaka Hosoda
- Department of Surgery, Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Kentaro Umemura
- Department of Surgery, Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Akira Shimizu
- Department of Surgery, Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Koji Kubota
- Department of Surgery, Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Tsuyoshi Notake
- Department of Surgery, Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Noriyuki Kitagawa
- Department of Surgery, Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Hiroki Sakai
- Department of Surgery, Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Hikaru Hayashi
- Department of Surgery, Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Koya Yasukawa
- Department of Surgery, Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Yuji Soejima
- Department of Surgery, Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Shinshu University School of Medicine, Matsumoto, Japan
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12
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Allaire M, Thabut D. Portal hypertension and variceal bleeding in patients with liver cancer: Evidence gaps for prevention and management. Hepatology 2024; 79:213-223. [PMID: 36631021 DOI: 10.1097/hep.0000000000000291] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 12/19/2022] [Indexed: 01/13/2023]
Abstract
BACKGROUND AND AIMS Portal hypertension (PHT) and HCC are 2 major complications of cirrhosis that often coexist in the same patient and impact the prognosis, especially in patients with acute variceal bleeding. In this review, we aim to discuss the best strategy for PHT screening and primary prophylaxis, as well as the management of acute variceal bleeding, to improve the management of PHT in HCC patients. RESULTS Recent therapeutic advances observed in the management of HCC, notably through the advent of immunotherapy, have led to a clear improvement in the survival of patients. The prevention of complications related to underlying cirrhosis, such as PHT and acute variceal bleeding, is now part of the management of HCC patients. The Baveno VII conference recently redefined screening and prophylaxis in patients with cirrhosis. However, data regarding the applicability of these criteria in patients with HCC have been sparse. From our point of view, the Baveno criteria are not appropriate to exclude high-risk esophageal varices (EV) in HCC patients, and endoscopy should be performed except in HCC patients with a liver stiffness measurement (LSM) ≥25 kPa, who should benefit from nonselective beta-blockers (NSSBs) without performing endoscopy. We are also in favor of using NSBBs as primary prophylaxis in patients with EV regardless of the size and with gastric varices since these patients display clinically significant PHT. CONCLUSIONS Appropriate evaluation and treatment of PHT remain major issues in improving the outcomes of HCC patients. Many questions remain unanswered, opening the field to many areas of research.
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Affiliation(s)
- Manon Allaire
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Team Proliferation Stress and Liver Physiopathology, Paris, France
| | - Dominique Thabut
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
- Sorbonne Université, INSERM, Centre de recherche Saint-Antoine (CRSA), Institute of Cardiometabolism and Nutrition (ICAN), Paris, France
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13
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Zhang YB, Yang G, Bu Y, Lei P, Zhang W, Zhang DY. Development of a machine learning-based model for predicting risk of early postoperative recurrence of hepatocellular carcinoma. World J Gastroenterol 2023; 29:5804-5817. [PMID: 38074914 PMCID: PMC10701309 DOI: 10.3748/wjg.v29.i43.5804] [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: 08/26/2023] [Revised: 10/07/2023] [Accepted: 11/03/2023] [Indexed: 11/20/2023] Open
Abstract
BACKGROUND Surgical resection is the primary treatment for hepatocellular carcinoma (HCC). However, studies indicate that nearly 70% of patients experience HCC recurrence within five years following hepatectomy. The earlier the recurrence, the worse the prognosis. Current studies on postoperative recurrence primarily rely on postoperative pathology and patient clinical data, which are lagging. Hence, developing a new pre-operative prediction model for postoperative recurrence is crucial for guiding individualized treatment of HCC patients and enhancing their prognosis. AIM To identify key variables in pre-operative clinical and imaging data using machine learning algorithms to construct multiple risk prediction models for early postoperative recurrence of HCC. METHODS The demographic and clinical data of 371 HCC patients were collected for this retrospective study. These data were randomly divided into training and test sets at a ratio of 8:2. The training set was analyzed, and key feature variables with predictive value for early HCC recurrence were selected to construct six different machine learning prediction models. Each model was evaluated, and the best-performing model was selected for interpreting the importance of each variable. Finally, an online calculator based on the model was generated for daily clinical practice. RESULTS Following machine learning analysis, eight key feature variables (age, intratumoral arteries, alpha-fetoprotein, pre-operative blood glucose, number of tumors, glucose-to-lymphocyte ratio, liver cirrhosis, and pre-operative platelets) were selected to construct six different prediction models. The XGBoost model outperformed other models, with the area under the receiver operating characteristic curve in the training, validation, and test datasets being 0.993 (95% confidence interval: 0.982-1.000), 0.734 (0.601-0.867), and 0.706 (0.585-0.827), respectively. Calibration curve and decision curve analysis indicated that the XGBoost model also had good predictive performance and clinical application value. CONCLUSION The XGBoost model exhibits superior performance and is a reliable tool for predicting early postoperative HCC recurrence. This model may guide surgical strategies and postoperative individualized medicine.
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Affiliation(s)
- Yu-Bo Zhang
- Department of Hepatobiliary Surgery, General Hospital of Ningxia Medical University, Yinchuan 750003, Ningxia Hui Autonomous Region, China
| | - Gang Yang
- Department of Hepatobiliary Surgery, General Hospital of Ningxia Medical University, Yinchuan 750003, Ningxia Hui Autonomous Region, China
| | - Yang Bu
- Department of Hepatobiliary Surgery, People's Hospital of Ningxia Hui Autonomous Region, Yinchuan 750003, Ningxia Hui Autonomous Region, China
| | - Peng Lei
- Department of Hepatobiliary Surgery, General Hospital of Ningxia Medical University, Yinchuan 750003, Ningxia Hui Autonomous Region, China
| | - Wei Zhang
- Department of Hepatobiliary Surgery, General Hospital of Ningxia Medical University, Yinchuan 750003, Ningxia Hui Autonomous Region, China
| | - Dan-Yang Zhang
- Department of Hepatobiliary Surgery, General Hospital of Ningxia Medical University, Yinchuan 750003, Ningxia Hui Autonomous Region, China
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Allaire M, Campion B, Demory A, Larrey E, Wagner M, Rudler M, Roux C, Blaise L, Carrie NG, Thabut D. Baveno VI and VII criteria are not suitable for screening for large varices or clinically significant portal hypertension in patients with hepatocellular carcinoma. Aliment Pharmacol Ther 2023; 58:346-356. [PMID: 37300315 DOI: 10.1111/apt.17599] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 05/11/2023] [Accepted: 05/20/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND Baveno VI and VII criteria are used in patients with cirrhosis to rule out large size oesophageal varices (EV) and rule in/out clinically significant portal hypertension (CSPH). AIM To evaluate their diagnostic performance in these patients. METHODS We retrospectively included all patients with Child-Pugh A cirrhosis and HCC who had endoscopy, liver stiffness measurement (LSM) and platelet count within 6 months. They were classified according to the BCLC stage. Favourable Baveno VI criteria were defined by LSM < 20 kPa and platelets > 150 G/L (to rule out large EV), favourable Baveno VII criteria if LSM ≤ 15 kPa and platelets ≥ 150 G/L (to rule out CSPH, which was defined by a HVPG ≥ 10 mm Hg. RESULTS We included 185 patients; 46% were BCLC-0/A, 28% BCLC-B and 26% BCLC-C. EV were present in 44% (23% large), and HVPG ≥ 10 mm Hg in 42% (mean 8 mm Hg). In patients with favourable Baveno VI criteria, 8% of the whole cohort (Se 93%, NPV 92%), 11% of BCLC-0-A (Se 89%, NPV 89%) and 10.0% of BCLC-C patients (Se 91%, NPV 90%) had large EV. Among patients with HVPG < 10 mm Hg, 6% had large EV and 17% small. CSPH was present in 23% of patients with favourable Baveno VII criteria among the whole cohort, and in 25% of those with BCLC-0/A. The specificity of LSM ≥ 25 kPa to rule in CSPH was 48%. CONCLUSIONS Favourable Baveno VI criteria are not appropriate to rule out the presence of high-risk EV, or Baveno VII criteria to rule CSPH in/out in patients with HCC.
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Affiliation(s)
- Manon Allaire
- Service d'Hépato-Gastroentérologie, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
- Centre de Recherche des Cordeliers, INSERM UMR 1138, Paris, France
| | - Bertille Campion
- Service d'Hépato-Gastroentérologie, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
| | - Alix Demory
- Service d'Hépatologie, AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Bobigny, France
| | - Edouard Larrey
- Service d'Hépato-Gastroentérologie, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
| | - Mathilde Wagner
- Service de Radiologie Diagnostique, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
| | - Marika Rudler
- Service d'Hépato-Gastroentérologie, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
| | - Charles Roux
- Service de Radiologie Interventionnelle, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
| | - Lorraine Blaise
- Service d'Hépatologie, AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Bobigny, France
| | - Nathalie G Carrie
- Centre de Recherche des Cordeliers, INSERM UMR 1138, Paris, France
- Service d'Hépatologie, AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Bobigny, France
| | - Dominique Thabut
- Service d'Hépato-Gastroentérologie, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
- Centre de Recherche Saint-Antoine (CRSA), Institute of Cardiometabolism and Nutrition (ICAN), Sorbonne Université, INSERM, Paris, France
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15
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Xiao L, Wang Q, Peng H. Tumor-associated macrophages: new insights on their metabolic regulation and their influence in cancer immunotherapy. Front Immunol 2023; 14:1157291. [PMID: 37426676 PMCID: PMC10325569 DOI: 10.3389/fimmu.2023.1157291] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 06/12/2023] [Indexed: 07/11/2023] Open
Abstract
Tumor-associated macrophages (TAMs) are a dynamic and heterogeneous cell population of the tumor microenvironment (TME) that plays an essential role in tumor formation and progression. Cancer cells have a high metabolic demand for their rapid proliferation, survival, and progression. A comprehensive interpretation of pro-tumoral and antitumoral metabolic changes in TAMs is crucial for comprehending immune evasion mechanisms in cancer. The metabolic reprogramming of TAMs is a novel method for enhancing their antitumor effects. In this review, we provide an overview of the recent research on metabolic alterations of TAMs caused by TME, focusing primarily on glucose, amino acid, and fatty acid metabolism. In addition, this review discusses antitumor immunotherapies that influence the activity of TAMs by limiting their recruitment, triggering their depletion, and re-educate them, as well as metabolic profiles leading to an antitumoral phenotype. We highlighted the metabolic modulational roles of TAMs and their potential to enhance immunotherapy for cancer.
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Affiliation(s)
- Li Xiao
- Department of Obstetrics and Gynecology, West China Second Hospital, Sichuan University, Chengdu, Sichuan, China
- Development and Related Diseases of Women and Children Key Laboratory of Sichuan Province, Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qiao Wang
- Department of Obstetrics and Gynecology, West China Second Hospital, Sichuan University, Chengdu, Sichuan, China
- Development and Related Diseases of Women and Children Key Laboratory of Sichuan Province, Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Hongling Peng
- Department of Obstetrics and Gynecology, West China Second Hospital, Sichuan University, Chengdu, Sichuan, China
- Development and Related Diseases of Women and Children Key Laboratory of Sichuan Province, Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
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16
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Giannini EG, Lai Q. May an aspirin a day truly take hepatocellular carcinoma away? ANNALS OF TRANSLATIONAL MEDICINE 2023; 11:225. [PMID: 37007567 PMCID: PMC10061472 DOI: 10.21037/atm-22-6434] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Accepted: 01/03/2023] [Indexed: 03/17/2023]
Affiliation(s)
- Edoardo G. Giannini
- Gastroenterology Unit, Department of Internal Medicine, University of Genoa, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Quirino Lai
- General Surgery and Organ Transplantation Unit, Department of General and Specialty Surgery, Sapienza University of Rome, AOU Policlinico Umberto I of Rome, Rome, Italy
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17
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Allaire M, Manfredi S, Lerosey L, Ganne-Carrié N, Thabut D. Screening and management of portal hypertension in advanced hepatocellular carcinoma: A French practice survey. Clin Res Hepatol Gastroenterol 2023; 47:102059. [PMID: 36455860 DOI: 10.1016/j.clinre.2022.102059] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 11/27/2022] [Accepted: 11/27/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Portal hypertension (PHT) and hepatocellular carcinoma (HCC) are two major complications of cirrhosis that are closely linked and impact patients prognosis, particularly acute variceal bleeding (AVB). Therefore, PHT screening and AVB prophylaxis are major issues to improve the outcome of the patients, but practices may vary among physicians. METHODS We submitted hepatologists, gastroenterologists and digestive oncologists to a questionnaire of 70 items about PHT screening and management to evaluate their practice. RESULTS 95 out of 847 physicians responded to the questionnaire (hepatologists 63.2%, Oncologists/gastroenterologists 36.8%). In patients with advanced HCC, PHT was assessed by endoscopy in 80.0% of cases. HCC progression motivated a new for 12.6% of respondents while no intent to control was declared for 49.5% of them. AVB primary prophylaxis for large size esophageal varices (EV) was impacted by the presence of red marks at endoscopy. In the absence of a red mark, prophylaxis with non-selective betablockers (NSSB) was proposed in 70.5% of cases for patients undergoing TKI and 63.2% undergoing Atezolizumab/Bevacizumab, whereas the combination of endoscopic band ligation (EBL) and NSBB was preferred in 41.1% of patients undergoing TKI versus 53.7% undergoing Atezolizumab/Bevacizumab in case of a red mark. The initiation of a systemic treatment was lower in patients with an history of AVB <6 months, which was even more significant for Atezolizumab/Bevacizumab combination (51.6%) compared to tyrosine kinase inhibitors (72.6%) (p<0.001). Atezolizumab/Bevacizumab was initiated in 43% of participants in case of AVB <6 months versus 95% if >6 months (p<0.001). In case of AVB on Atezolizumab/Bevacizumab, 43.2% continued the treatment after regression of EV, 24.2% continued Atezolizumab alone and 14.7% permanently stopped the treatment. CONCLUSION Strategies for screening and management of PHT in advanced HCC remain very heterogeneous among physicians, suggesting the need to improve PHT knowledge and dedicated studies for advanced HCC.
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Affiliation(s)
- Manon Allaire
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France.
| | | | - Léa Lerosey
- Centre Hospitalier Universitaire Dijon Bourgogne, Dijon, France
| | - Nathalie Ganne-Carrié
- AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Service d'Hépatologie, Bobigny, France; INSERM UMR 1138, Centre de recherche des Cordeliers, 75006, Paris, France
| | - Dominique Thabut
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France; Sorbonne Université, INSERM, Centre de recherche Saint-Antoine (CRSA), Institute of Cardiometabolism and Nutrition (ICAN), F-75012, Paris, France
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18
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Lai Q, De Matthaeis N, Finotti M, Galati G, Marrone G, Melandro F, Morisco F, Nicolini D, Pravisani R, Giannini EG. The role of antiplatelet therapies on incidence and mortality of hepatocellular carcinoma. Eur J Clin Invest 2023; 53:e13870. [PMID: 36075611 PMCID: PMC10078275 DOI: 10.1111/eci.13870] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Revised: 09/04/2022] [Accepted: 09/07/2022] [Indexed: 12/15/2022]
Abstract
AIM To evaluate the impact of antiplatelet therapy (APT)on the incidence of hepatocellular carcinoma (HCC) and mortality following its treatment. METHODS A systematic literature search was performed using PubMed and Cochrane Central Register of Controlled Trials Databases. Two HCC clinical settings were explored: (i) incidence, and (ii) death after any HCC treatment. Odds ratios (OR) and 95% confidence intervals (95%CI) were calculated to compare the pooled data between patients who received or did not receive APT. RESULTS A total of 20 studies were identified, of whom 15 focused on HCC incidence, including 2,685,009 patients, and five on post-treatment death, including 3281 patients. APT was associated with an overall reduced risk of HCC incidence (OR: 0.63; 95%CI = 0.51-0.79; p < 0.001) as well as of post-treatment mortality (OR: 0.54; 95%CI = 0.35-0.83; p = 0.006). CONCLUSIONS Current data suggest that APT correlated with higher HCC incidence and poor overall survival following tumour treatment.
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Affiliation(s)
- Quirino Lai
- General Surgery and Organ Transplantation UnitAOU Policlinico Umberto I, Sapienza University of RomeRomeItaly
| | - Nicoletta De Matthaeis
- Department of Medical and Surgical Sciences, Fondazione Policlinico GemelliIstituto di Ricovero e Cura a Carattere Scientifico (IRCCS)RomeItaly
| | - Michele Finotti
- 4th Surgery Unit, Regional Hospital Treviso, DISCOGUniversity of PaduaPaduaItaly
| | - Giovanni Galati
- Unit of Clinical Medicine and HepatologyUniversity Campus Bio‐MedicoRomeItaly
| | - Giuseppe Marrone
- Department of Medical and Surgical Sciences, Fondazione Policlinico GemelliIstituto di Ricovero e Cura a Carattere Scientifico (IRCCS)RomeItaly
| | - Fabio Melandro
- Hepatobiliary surgery and liver transplantationUniversity of Pisa Medical School HospitalPisaItaly
| | - Filomena Morisco
- Department of Clinical Medicine and Surgery, Gastroenterology and Hepatology UnitUniversity of Naples "Federico II"NapoliItaly
| | - Daniele Nicolini
- Unit of Hepatobiliary Surgery and Transplantation, Polytechnic University of MarcheAzienda Ospedaliero‐Universitaria "Ospedali Riuniti" TorretteAnconaItaly
| | - Riccardo Pravisani
- Liver‐Kidney Transplantation Unit, Department of MedicineUniversity of UdineUdineItaly
| | - Edoardo G. Giannini
- Gastroenterology Unit, Department of Internal Medicine, IRCCS Ospedale Policlinico San MartinoUniversity of GenoaGenoaItaly
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Du J, Zhu L, Sha H, Zou Z, Shen J, Kong W, Zhao L, Gu Q, Yu L, Qiu Y, Liu B. Therapeutic effect and safety of individualized chemotherapy combined with sequential immunotherapy based on BRCA1 mRNA expression level in unresectable pancreatic cancer. Front Oncol 2022; 12:1015232. [PMID: 36387089 PMCID: PMC9663848 DOI: 10.3389/fonc.2022.1015232] [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: 08/09/2022] [Accepted: 10/18/2022] [Indexed: 01/24/2023] Open
Abstract
AIM We aimed to evaluate the efficacy and safety of individualized chemotherapy combined with sequential immunotherapy based on BRCA1 mRNA expression in unresectable pancreatic cancer. METHODS The expression of BRCA1 mRNA in tumor tissues of 25 patients with pancreatic cancer was detected in this retrospective study. Patients in the medium and high expression groups were treated with paclitaxel-based chemotherapy: albumin paclitaxel 125mg/m2, gemcitabine 1g/m2, day 1. Patients in the low expression group were treated with oxaliplatin-based chemotherapy: oxaliplatin 85mg/m2, gemcitabine 1g/m2, day 1. Sequential GM-CSF and IL-2 immunotherapy were applied. Patient condition, treatment efficacy and safety were assessed every 4 cycles. RESULTS A total of 25 patients were enrolled in the study. All of them were observed for toxic side effects and 24 of them were evaluated for efficacy. The median overall survival and median progression-free survival were 11.9 months and 6.3 months. The disease control rate was 91.7%, of which 37.5% (9/24) patients achieved partial remission (PR), 54.2% (13/24) patients achieved stable disease (SD) and 8.3% (2/24) patients were assessed as progressive disease(PD). Of the 15 patients with medium or high expression in BRCA1 mRNA, 7 achieved PR and 8 achieved SD. Of the 9 patients with low BRCA1 mRNA expression, 2 achieved PR, 5 achieved SD and 2 had PD. The proportion of eosinophils in the blood of some patients with good therapeutic effects was significantly higher than that before treatment. Hematological and non-hematological toxicity during the treatment were mostly grade 1~2. The two most common grade 3 to 4 adverse events were fever and thrombocytopenia. CONCLUSION Our results suggest that individualized selection of chemotherapy combined with sequential immunotherapy according to BRCA1 mRNA expression level in unresectable pancreatic cancer could control the disease and have controllable adverse reactions.
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Affiliation(s)
- Juan Du
- The Comprehensive Cancer Center of Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Linxi Zhu
- Department of Hepatopancreatobiliary Surgery, Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Huizi Sha
- The Comprehensive Cancer Center of Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Zhengyun Zou
- The Comprehensive Cancer Center of Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Jie Shen
- The Comprehensive Cancer Center of Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Weiwei Kong
- The Comprehensive Cancer Center of Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Lianjun Zhao
- The Comprehensive Cancer Center of Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Qing Gu
- National Institute of Healthcare Data Science, Nanjing University, Nanjing, China
| | - Lixia Yu
- The Comprehensive Cancer Center of Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Yudong Qiu
- Department of Hepatopancreatobiliary Surgery, Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China,*Correspondence: Baorui Liu, ; Yudong Qiu,
| | - Baorui Liu
- The Comprehensive Cancer Center of Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China,*Correspondence: Baorui Liu, ; Yudong Qiu,
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Giuffrè M, Zuliani E, Visintin A, Tarchi P, Martingano P, Pizzolato R, Bonazza D, Masutti F, Moretti R, Crocè LS. Predictors of Hepatocellular Carcinoma Early Recurrence in Patients Treated with Surgical Resection or Ablation Treatment: A Single-Center Experience. Diagnostics (Basel) 2022; 12:diagnostics12102517. [PMID: 36292205 PMCID: PMC9600725 DOI: 10.3390/diagnostics12102517] [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: 09/16/2022] [Revised: 10/07/2022] [Accepted: 10/15/2022] [Indexed: 01/27/2023] Open
Abstract
Introduction: Hepatocellular carcinoma (HCC) is the sixth most diagnosed malignancy and the fourth leading cause of cancer-related death worldwide, with poor overall survival despite available curative treatments. One of the most crucial factors influencing survival in HCC is recurrence. The current study aims to determine factors associated with early recurrence of HCC in patients with BCLC Stage 0 or Stage A treated with surgical resection or local ablation. Materials and Methods: We retrospectively enrolled 58 consecutive patients diagnosed with HCC within BCLC Stage 0 or Stage A and treated either by surgical resection or local ablation with maximum nodule diameter < 50 mm. In the first year of follow-up after treatment, imaging was performed regularly one month after treatment and then every three months. Each case was discussed collectively by the Liver Multidisciplinary Group to decide diagnosis, treatment, follow-up, and disease recurrence. Variables resulting in statistically significant difference were then studied by Cox regression analysis; univariately and then multivariately based on forward stepwise Cox regression. Results are represented in hazard ratio (H.R.) with 95% confidence interval (C.I.). Results: There was no statistically significant difference in recurrence rates (34.8 vs. 45.7%, log-rank test, p = 0.274) between patients undergoing surgical resection and local ablation, respectively. Early recurrence was associated with male gender (HR 2.5, 95% C.I. 1.9−3.1), nodule diameter > 20 mm (HR 4.5, 95% C.I. 3.9−5.1), platelet count < 125 × 103 cell/mm3 (HR 1.6, 95% C.I. 1.2−1.9), platelet-lymphocyte ratio < 95 (HR 2.1, 95% C.I. 1.7−2.6), lymphocyte-monocyte ratio < 2.5 (HR 1.9, 95% C.I. 1.4−2.5), and neutrophil-lymphocyte ratio > 2 (HR 2.7, 95% C.I. 2.2−3.3). Discussion and Conclusions: Our results are in line with the current literature. Male gender and tumor nodule dimension are the main risk factors associated with early HCC recurrence. Platelet count and other combined scores can be used as predictive tools for early HCC recurrence, although more studies are needed to define cut-offs.
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Affiliation(s)
- Mauro Giuffrè
- Department of Medical, Surgical and Health Sciences, University of Trieste, 341349 Trieste, Italy
- Correspondence:
| | - Enrico Zuliani
- Department of Medical, Surgical and Health Sciences, University of Trieste, 341349 Trieste, Italy
| | - Alessia Visintin
- Liver Clinic, University Hospital of Trieste (Azienda Sanitaria Giuliano-Isontina), 34149 Trieste, Italy
| | - Paola Tarchi
- Surgical Clinic, University Hospital of Trieste (Azienda Sanitaria Giuliano-Isontina), 34149 Trieste, Italy
| | - Paola Martingano
- Diagnostic and Interventional Radiology, University Hospital of Trieste (Azienda Sanitaria Giuliano-Isontina), 34149 Trieste, Italy
| | - Riccardo Pizzolato
- Diagnostic and Interventional Radiology, University Hospital of Trieste (Azienda Sanitaria Giuliano-Isontina), 34149 Trieste, Italy
| | - Deborah Bonazza
- Anatomic Pathology and Histology, University Hospital of Trieste (Azienda Sanitaria Giuliano-Isontina), 34149 Trieste, Italy
| | - Flora Masutti
- Liver Clinic, University Hospital of Trieste (Azienda Sanitaria Giuliano-Isontina), 34149 Trieste, Italy
| | - Rita Moretti
- Department of Medical, Surgical and Health Sciences, University of Trieste, 341349 Trieste, Italy
| | - Lory Saveria Crocè
- Department of Medical, Surgical and Health Sciences, University of Trieste, 341349 Trieste, Italy
- Liver Clinic, University Hospital of Trieste (Azienda Sanitaria Giuliano-Isontina), 34149 Trieste, Italy
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21
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Zhang J, Li R, Huang S. The immunoregulation effect of tumor microenvironment in pancreatic ductal adenocarcinoma. Front Oncol 2022; 12:951019. [PMID: 35965504 PMCID: PMC9365986 DOI: 10.3389/fonc.2022.951019] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 07/04/2022] [Indexed: 11/25/2022] Open
Abstract
Pancreatic cancer has the seventh highest death rate of all cancers. The absence of any serious symptoms, coupled with a lack of early prognostic and diagnostic markers, makes the disease untreatable in most cases. This leads to a delay in diagnosis and the disease progresses so there is no cure. Only about 20% of cases are diagnosed early. Surgical removal is the preferred treatment for cancer, but chemotherapy is standard for advanced cancer, although patients can eventually develop drug resistance and serious side effects. Chemoresistance is multifactorial because of the interaction among pancreatic cancer cells, cancer stem cells, and the tumor microenvironment (TME). Nevertheless, more pancreatic cancer patients will benefit from precision treatment and targeted drugs. This review focuses on the immune-related components of TME and the interactions between tumor cells and TME during the development and progression of pancreatic cancer, including immunosuppression, tumor dormancy and escape. Finally, we discussed a variety of immune components-oriented immunotargeting drugs in TME from a clinical perspective.
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Affiliation(s)
| | - Renfeng Li
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, China
| | - Shuai Huang
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, China
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22
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Dynamics of endothelial progenitor cells in patients with advanced hepatocellular carcinoma. Dig Liver Dis 2022; 54:911-917. [PMID: 34876355 DOI: 10.1016/j.dld.2021.11.010] [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: 09/16/2021] [Revised: 11/08/2021] [Accepted: 11/11/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND AIMS Circulating endothelial progenitor cells (EPC) predict tumor vascularization and disease progression, but limited information is available on their dynamics in hepatocellular carcinoma (HCC) undergoing systemic treatment. METHODS We prospectively analyzed different populations of EPC in 16 patients with advanced HCC receiving sorafenib. Patients were studied before therapy (T0, n = 16) and after two (T2, n = 12) and eight weeks (T8, n = 8), using high-performance flow-cytometry. The tumor response at T8 was categorized as progressive disease (PD) or clinical benefit (CB, all other responses). RESULTS At T0, higher levels of CD34+CD133+KDR+ and CD34+KDR+ were observed in patients with alpha-fetoprotein ≥400 ng/ml or non-viral liver disease, whereas CD34+CD133+KDR+ cells were virtually absent in patients with vascular invasion. CD34+KDR+ and CD34+CD133+KDR+ were directly correlated with platelet count. Frequencies of all populations of EPC declined in patients receiving sorafenib. Levels of CD34+CD133+ were higher at T0 in patients with CB compared to patients with PD. In patients belonging to the CB group CD34+KDR+ cells at T0 were directly correlated to platelet count. CONCLUSION In patients with advanced HCC, EPC are directly correlated with platelet count, suggesting a common activation of selected bone marrow pathways. Levels of a CD34+KDR+ are higher at baseline in patients responding to sorafenib.
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23
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Xu X, Huang A, Guo DZ, Wang YP, Zhang SY, Yan JY, Wang XY, Cao Y, Fan J, Zhou J, Fu XT, Shi YH. Integration of Inflammation-Immune Factors to Build Prognostic Model Predictive of Prognosis and Minimal Residual Disease for Hepatocellular Carcinoma. Front Oncol 2022; 12:893268. [PMID: 35756674 PMCID: PMC9213691 DOI: 10.3389/fonc.2022.893268] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 05/17/2022] [Indexed: 12/24/2022] Open
Abstract
Background Tumor recurrence after hepatectomy is high for hepatocellular carcinoma (HCC), and minimal residual disease (MRD) could be the underlying mechanism. A predictive model for recurrence and presence of MRD is needed. Methods Common inflammation-immune factors were reviewed and selected to construct novel models. The model consisting of preoperative aspartate aminotransferase, C-reactive protein, and lymphocyte count, named ACLR, was selected and evaluated for clinical significance. Results Among the nine novel inflammation-immune models, ACLR showed the highest accuracy for overall survival (OS) and time to recurrence (TTR). At the optimal cutoff value of 80, patients with high ACLR (> 80) had larger tumor size, higher Edmondson’s grade, more vascular invasion, advanced tumor stage, and poorer survival than those with low ACLR (≤ 80) in the training cohort (5-year OS: 43.3% vs. 80.1%, P < 0.0001; 5-year TTR: 74.9% vs. 45.3%, P < 0.0001). Multivariate Cox analysis identified ACLR as an independent risk factor for OS [hazard ratio (HR) = 2.22, P < 0.001] and TTR (HR = 2.36, P < 0.001). Such clinical significance and prognostic value were verified in validation cohort. ACLR outperformed extant models, showing the highest area under receiver operating characteristics curve for 1-, 3-, and 5-year OS (0.737, 0.719, and 0.708) and 1-, 3-, and 5-year TTR (0.696, 0.650, and 0.629). High ACLR correlated with early recurrence (P < 0.001) and extremely early recurrence (P < 0.001). In patients with high ACLR, wide resection margin might confer survival benefit by decreasing recurrence (median TTR, 25.5 vs. 11.4 months; P = 0.037). Conclusions The novel inflammation-immune model, ACLR, could effectively predict prognosis, and the presence of MRD before hepatectomy and might guide the decision on resection margin for patients with HCC.
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Affiliation(s)
- Xin Xu
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Department of Liver Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ao Huang
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - De-Zhen Guo
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yu-Peng Wang
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Shi-Yu Zhang
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jia-Yan Yan
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xin-Yu Wang
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ya Cao
- Cancer Research Institute, Xiangya School of Medicine, Central South University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Xiangya Hospital, Central South University, Changsha, China
| | - Jia Fan
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China.,Institute of Biomedical Sciences, Fudan University, Shanghai, China.,State Key Laboratory of Genetic Engineering, Fudan University, Shanghai, China
| | - Jian Zhou
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China.,Institute of Biomedical Sciences, Fudan University, Shanghai, China.,State Key Laboratory of Genetic Engineering, Fudan University, Shanghai, China
| | - Xiu-Tao Fu
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ying-Hong Shi
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, China.,Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
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24
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Zanetto A, Campello E, Pelizzaro F, Farinati F, Burra P, Simioni P, Senzolo M. Haemostatic alterations in patients with cirrhosis and hepatocellular carcinoma: laboratory evidence and clinical implications. Liver Int 2022; 42:1229-1240. [PMID: 35129286 DOI: 10.1111/liv.15183] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 01/12/2022] [Accepted: 01/24/2022] [Indexed: 02/13/2023]
Abstract
Venous thrombosis is a frequent complication in cancer and is associated with high morbidity and mortality. Hepatocellular carcinoma (HCC) is the most common primary liver cancer and a leading cause of cancer-related death worldwide, and it is associated with preexisting cirrhosis in 90% of cases. Patients with cirrhosis acquire complex alterations in their haemostatic system that may predispose them to bleed or thrombotic complications. There is growing evidence that HCC may tilt the haemostatic equilibrium in cirrhosis towards hypercoagulability, thus increasing the risk of venous thrombosis. Previously described mechanisms of HCC-driven thrombophilia include thrombocytosis and increased platelet activation/function, increased fibrinogen concentration/polymerization, enhanced thrombin generation, hypofibrinolysis, and release of tissue factor-expressing microvesicles. Nevertheless, there are currently no specific guidelines on risk stratification and management of thromboprophylaxis in patients with cirrhosis and HCC. Our review endeavours to summarize the latest findings on epidemiology, risk factors and pathogenesis of non-malignant venous thrombosis in patients with cirrhosis and HCC, and provide evidence in support of tailored management of thrombotic risk in these patients.
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Affiliation(s)
- Alberto Zanetto
- Gastroenterology/Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padova University Hospital, Padova, Italy
| | - Elena Campello
- General Internal Medicine and Thrombotic and Hemorrhagic Diseases Unit, Padova University Hospital, Padova, Italy
| | - Filippo Pelizzaro
- Gastroenterology/Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padova University Hospital, Padova, Italy
| | - Fabio Farinati
- Gastroenterology/Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padova University Hospital, Padova, Italy
| | - Patrizia Burra
- Gastroenterology/Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padova University Hospital, Padova, Italy
| | - Paolo Simioni
- General Internal Medicine and Thrombotic and Hemorrhagic Diseases Unit, Padova University Hospital, Padova, Italy
| | - Marco Senzolo
- Gastroenterology/Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padova University Hospital, Padova, Italy
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25
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Li P, Liang Y, Zeng B, Yang G, Zhu C, Zhao K, Xu Z, Wang G, Han C, Ye H, Liu Z, Zhu Y, Liang C. Preoperative prediction of intra-tumoral tertiary lymphoid structures based on CT in hepatocellular cancer. Eur J Radiol 2022; 151:110309. [DOI: 10.1016/j.ejrad.2022.110309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 04/05/2022] [Indexed: 11/03/2022]
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26
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Young S, Rubin N, D'Souza D, Sharma P, Pontolillo J, Flanagan S, Golzarian J, Sanghvi T. Inflammatory Scores: Correlation with Clinical Outcomes in Hepatocellular Carcinoma Patients Undergoing Transarterial Radioembolization. Cardiovasc Intervent Radiol 2022; 45:461-475. [PMID: 35178599 DOI: 10.1007/s00270-022-03080-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 12/26/2021] [Indexed: 11/27/2022]
Abstract
PURPOSE To evaluate the ability of neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), aspartate aminotransferase-to-lymphocyte ratio (ALRI) and systemic-inflammation index (SII) to predict clinical outcomes in hepatocellular carcinoma (HCC) patients undergoing transarterial radioembolization (TARE). MATERIALS AND METHODS One hundred forty-five patients who underwent treatment of 167 HCCs had their pretreatment and 1 month post treatment laboratory values evaluated. Overall survival (OS), progression-free survival (PFS) and local PFS models were performed with patients separated by median inflammatory scores. RESULTS The median pretreatment NLR, PLR, ALRI and SII were 3.0 (range: 0.5-176), 104.4 (range: 25-830), 55.7 (range: 7.5-2090) and 360.2 (range: 51.1-7207.8), respectively. While the median post treatment NLR, PLR, ALRI and SII were 6.2 (range: 0.4-176), 180 (range: 35-2100), 125 (range: 15.9-5710) and 596.8 (range: 28.9-19,320), respectively. OS models showed significant differences when separating the groups by median post treatment NLR (p = 0.003) and SII (p = 0.003). Multivariate Cox regression models for OS with all pre and post treatment inflammatory markers (log-scale) as well as tumor size, AFP and Child-Pugh score showed significant pretreatment NLR [HR: 0.22 (95% CI:0.06-0.75), p = 0.016] and SII [3.52 (95% CI: 1.01-12.3), p = 0.048], as well as post treatment NLR [6.54 (95% CI: 1.57-27.2), p = 0.010] and SII [0.20 (95% CI: 0.05-0.82), p = 0.025] association. The post treatment ALRI (p = 0.010) correlated with PFS while, post treatment NLR (p < 0.001), ALRI (p = 0.024) and SII (p = 0.005) correlated with local PFS. CONCLUSION Pretreatment and post treatment NLR and SII may be associated with OS and post treatment ALRI may be associated with both PFS and local PFS in HCC patients undergoing TARE.
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Affiliation(s)
- Shamar Young
- Department of Radiology, Division of Interventional Radiology, University of Minnesota, 420 Delware St. SE, MMC 292, Minneapolis, MN, 55455, USA.
| | - Nathan Rubin
- Department of Radiology, Division of Interventional Radiology, University of Minnesota, 420 Delware St. SE, MMC 292, Minneapolis, MN, 55455, USA
| | - Donna D'Souza
- Department of Radiology, Division of Interventional Radiology, University of Minnesota, 420 Delware St. SE, MMC 292, Minneapolis, MN, 55455, USA
| | - Pranav Sharma
- Department of Radiology, Division of Interventional Radiology, University of Minnesota, 420 Delware St. SE, MMC 292, Minneapolis, MN, 55455, USA
| | - John Pontolillo
- Department of Radiology, Division of Interventional Radiology, University of Minnesota, 420 Delware St. SE, MMC 292, Minneapolis, MN, 55455, USA
| | - Siobhan Flanagan
- Department of Radiology, Division of Interventional Radiology, University of Minnesota, 420 Delware St. SE, MMC 292, Minneapolis, MN, 55455, USA
| | - Jafar Golzarian
- Department of Radiology, Division of Interventional Radiology, University of Minnesota, 420 Delware St. SE, MMC 292, Minneapolis, MN, 55455, USA
| | - Tina Sanghvi
- Department of Radiology, Minneapolis VA Medical Center, Minneapolis, MN, USA
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27
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Ielasi L, Tovoli F, Tonnini M, Tortora R, Magini G, Sacco R, Pressiani T, Trevisani F, Sansone V, Marasco G, Piscaglia F, Granito A. Beneficial Prognostic Effects of Aspirin in Patients Receiving Sorafenib for Hepatocellular Carcinoma: A Tale of Multiple Confounders. Cancers (Basel) 2021; 13:6376. [PMID: 34944996 PMCID: PMC8699252 DOI: 10.3390/cancers13246376] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 12/10/2021] [Accepted: 12/10/2021] [Indexed: 02/07/2023] Open
Abstract
Case-control observational studies suggested that aspirin might prevent hepatocellular carcinoma (HCC) in high-risk patients, even if randomized clinical trials are lacking. Information regarding aspirin in subjects who already developed HCC, especially in its advanced stage, are scarce. While aspirin might be a low-cost option to improve the prognosis, multiple confounders and safety concerns are to be considered. In our retrospective analyses of a prospective dataset (n = 699), after assessing the factors associated with aspirin prescription, we applied an inverse probability treatment weight analysis to address the prescription bias. Analyses of post-sorafenib survival were also performed to reduce the influence of subsequent medications. Among the study population, 133 (19%) patients were receiving aspirin at the time of sorafenib prescription. Aspirin users had a higher platelet count and a lower prevalence of esophageal varices, macrovascular invasion, and Child-Pugh B status. The benefit of aspirin was confirmed in terms of overall survival (HR 0.702, 95% CI 0.543-0.908), progression-free survival, disease control rate (58.6 vs. 49.5%, p < 0.001), and post-sorafenib survival even after weighting. Minor bleeding events were more frequent in the aspirin group. Aspirin use was associated with better outcomes, even after the correction for confounders. While safety concerns arguably remain a problem, prospective trials for patients at low risk of bleeding are warranted.
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Affiliation(s)
- Luca Ielasi
- Division of Internal Medicine, Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (L.I.); (M.T.); (V.S.); (F.P.); (A.G.)
| | - Francesco Tovoli
- Division of Internal Medicine, Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (L.I.); (M.T.); (V.S.); (F.P.); (A.G.)
- Department of Medical and Surgical Sciences, University of Bologna, 40138 Bologna, Italy; (F.T.); (G.M.)
| | - Matteo Tonnini
- Division of Internal Medicine, Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (L.I.); (M.T.); (V.S.); (F.P.); (A.G.)
| | - Raffaella Tortora
- Liver Unit, Department of Transplantation, Cardarelli Hospital, 80131 Naples, Italy;
| | - Giulia Magini
- Department of Gastroenterology and Transplant Hepatology, Papa Giovanni XXIII Hospital, 24127 Bergamo, Italy;
| | - Rodolfo Sacco
- Gastroenterology Unit, Azienda Ospedaliero-Universitaria Pisana, 56126 Pisa, Italy;
- Gastroenterology and Digestive Endoscopy Unit, Foggia University Hospital, 71122 Foggia, Italy
| | - Tiziana Pressiani
- Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy;
| | - Franco Trevisani
- Department of Medical and Surgical Sciences, University of Bologna, 40138 Bologna, Italy; (F.T.); (G.M.)
- Semeiotica Medica, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Vito Sansone
- Division of Internal Medicine, Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (L.I.); (M.T.); (V.S.); (F.P.); (A.G.)
| | - Giovanni Marasco
- Department of Medical and Surgical Sciences, University of Bologna, 40138 Bologna, Italy; (F.T.); (G.M.)
- Internal Medicine and Digestive Physiopathology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Fabio Piscaglia
- Division of Internal Medicine, Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (L.I.); (M.T.); (V.S.); (F.P.); (A.G.)
- Department of Medical and Surgical Sciences, University of Bologna, 40138 Bologna, Italy; (F.T.); (G.M.)
| | - Alessandro Granito
- Division of Internal Medicine, Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (L.I.); (M.T.); (V.S.); (F.P.); (A.G.)
- Department of Medical and Surgical Sciences, University of Bologna, 40138 Bologna, Italy; (F.T.); (G.M.)
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Marasco G, Poggioli F, Colecchia A, Cabibbo G, Pelizzaro F, Giannini EG, Marinelli S, Rapaccini GL, Caturelli E, Di Marco M, Biasini E, Marra F, Morisco F, Foschi FG, Zoli M, Gasbarrini A, Svegliati Baroni G, Masotto A, Sacco R, Raimondo G, Azzaroli F, Mega A, Vidili G, Brunetto MR, Nardone G, Alemanni LV, Dajti E, Ravaioli F, Festi D, Trevisani F, on behalf of the Italian Liver Cancer (ITA.LI.CA.) Group. A Nomogram-Based Prognostic Model for Advanced Hepatocellular Carcinoma Patients Treated with Sorafenib: A Multicenter Study. Cancers (Basel) 2021; 13:2677. [PMID: 34072309 PMCID: PMC8199276 DOI: 10.3390/cancers13112677] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/17/2021] [Accepted: 05/26/2021] [Indexed: 12/14/2022] Open
Abstract
Among scores and staging systems used for HCC, none showed a good prognostic ability in patients with advanced HCC treated with Sorafenib. We aimed to evaluate predictive factors of overall survival (OS) and drug response in HCC patients undergoing Sorafenib included in the Italian Liver Cancer (ITA.LI.CA.) multicenter cohort. Patients in the ITA.LI.CA database treated with Sorafenib and updated on 30 June 2019 were included. Demographic and clinical data before starting Sorafenib treatment were considered. For the evaluation of predictive factors for OS, a time-dependent Cox proportional hazard model was used. A total of 1107 patients were included in our analysis. The mean age was 64.3 years and 81.7% were male. Most patients were staged as BCLC B (205, 18.9%) or C (706, 65.1%). The median time of Sorafenib administration was 4 months (interquartile range (IQR) 2-12), and the median OS was 10 months (IQR: 4-20). A total of 263 patients (33.8%) out of 780 with available evaluation experienced objective tumoral response to Sorafenib. The Eastern Cooperative Oncology Group (ECOG) Performance Status (PS) (hazard ratio (HR) 1.284), maximum tumoral diameter (HR 1.100), plasma total bilirubin (HR 1.119), aspartate amino transferase assessed as multiple of the upper normal value (HR 1.032), alpha-fetoprotein ≥200 ng/mL (HR 1.342), hemoglobin (HR 0.903) and platelet count (HR 1.002) were associated with OS at multivariate Cox regression analysis. Drug response was predicted by maximum tumoral diameter and platelet count. A novel prognostic nomogram for patients undergoing Sorafenib is hereby proposed. The novelty introduced is the comprehensive patient's assessment using common markers of patient's general status, liver damage and function and HCC biology. Further studies are required to test its accuracy and provide external validation.
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Affiliation(s)
- Giovanni Marasco
- Division of Internal Medicine and Digestive Pathophysiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
| | - Francesco Poggioli
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
| | - Antonio Colecchia
- Gastroenterology Unit, Borgo Trento University Hospital Verona, 37126 Verona, Italy;
| | - Giuseppe Cabibbo
- Gastroenterology & Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, PROMISE, University of Palermo, 90133 Palermo, Italy;
| | - Filippo Pelizzaro
- Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University of Padua, 35124 Padua, Italy;
| | - Edoardo Giovanni Giannini
- Gastroenterology Unit, Department of Internal Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy;
| | - Sara Marinelli
- Division of Internal Medicine, Hepatobiliary and Immunoallergologic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Gian Ludovico Rapaccini
- Division of Internal Medicine and Gastroenterology, Complesso Integrato Columbus, Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
| | | | | | - Elisabetta Biasini
- Unit of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, 43126 Parma, Italy;
| | - Fabio Marra
- Internal Medicine and Hepatology Unit, Department of Experimental and Clinical Medicine, University of Firenze, 50139 Florence, Italy;
| | - Filomena Morisco
- Gastroenterology Unit, Department of Clinical Medicine and Surgery, University of Napoli “Federico II”, 80138 Napoli, Italy;
| | | | - Marco Zoli
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Internal Medicine, Neurovascular and Hepatometabolic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Antonio Gasbarrini
- Division of Internal Medicine and Gastroenterology, Policlinico Gemelli, Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
| | | | - Alberto Masotto
- Gastroenterology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar, 37024 Verona, Italy;
| | - Rodolfo Sacco
- Gastroenterology and Digestive Endoscopy Unit, Foggia University Hospital, 71100 Foggia, Italy;
| | - Giovanni Raimondo
- Division of Clinical and Molecular Hepatology, University of Messina, 98124 Messina, Italy;
| | - Francesco Azzaroli
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Gastroenterology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Andrea Mega
- Division of Gastroenterology, Bolzano Regional Hospital, 39100 Bolzano, Italy;
| | - Gianpaolo Vidili
- U.O.C. Clinica Medica, Department of Medical, Surgical and Experimental Sciences, University of Sassari, Azienda Ospedaliero-Universitaria di Sassari, 07100 Sassari, Italy;
| | - Maurizia Rossana Brunetto
- Hepatology and Liver Physiopathology Laboratory and Internal Medicine, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy;
| | - Gerardo Nardone
- Hepato-Gastroenterology Unit, Department of Clinical Medicine and Surgery, University of Naples “Federico II”, 80138 Naples, Italy;
| | - Luigina Vanessa Alemanni
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Gastroenterology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Elton Dajti
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Gastroenterology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Federico Ravaioli
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
| | - Davide Festi
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
| | - Franco Trevisani
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Semeiotics, Department of Medical and Surgical Sciences, University of Bologna, 40138 Bologna, Italy
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Histone deacetylase inhibitor resminostat in combination with sorafenib counteracts platelet-mediated pro-tumoral effects in hepatocellular carcinoma. Sci Rep 2021; 11:9587. [PMID: 33953226 PMCID: PMC8100298 DOI: 10.1038/s41598-021-88983-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 04/19/2021] [Indexed: 02/07/2023] Open
Abstract
In hepatocellular carcinoma (HCC), blood platelets have been linked to tumor growth, epithelial-to-mesenchymal transition (EMT), extrahepatic metastasis and a limited therapeutic response to the multikinase inhibitor (MKi) sorafenib, the standard of care in advanced HCC for the last decade. Recent clinical data indicated an improved overall survival for sorafenib in combination with the HDAC inhibitor resminostat in a platelet count dependent manner. Here, the impact of platelets on the sorafenib and resminostat drug effects in HCC cells was explored. In contrast to sorafenib, resminostat triggered an anti-proliferative response in HCC cell lines independent of platelets. As previously described, platelets induced invasive capabilities of HCC cells, a prerequisite for extravasation and metastasis. Importantly, the resminostat/sorafenib drug combination, but not the individual drugs, effectively blocked platelet-induced HCC cell invasion. Exploration of the molecular mechanism revealed that the combined drug action led to a reduction of platelet-induced CD44 expression and to the deregulation of several other epithelial and mesenchymal genes, suggesting interference with cell invasion via EMT. In addition, the drug combination decreased phosphorylated ERK level, indicating inhibition of the mitogenic signaling pathway MEK/ERK. Taken together, the resminostat plus sorafenib combination counteracts platelet-mediated cancer promoting effects in HCC cells.
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Zanetto A, Senzolo M, Campello E, Bulato C, Gavasso S, Shalaby S, Gambato M, Vitale A, Cillo U, Farinati F, Russo FP, Simioni P, Burra P. Influence of Hepatocellular Carcinoma on Platelet Aggregation in Cirrhosis. Cancers (Basel) 2021; 13:1150. [PMID: 33800224 PMCID: PMC7962527 DOI: 10.3390/cancers13051150] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 02/23/2021] [Accepted: 03/01/2021] [Indexed: 02/07/2023] Open
Abstract
Hyper-functional platelets are being proposed as a potential therapeutic target in multiple cancers. Whether this can be considered in patients with cirrhosis and hepatocellular carcinoma (HCC) is unknown as their platelet function has not yet been investigated. We evaluated platelet function in cirrhosis patients with HCC. Patients with cirrhosis with and without HCC were prospectively recruited. Platelet aggregation, a marker of platelet function, was assessed by impedance aggregometry with adenosine diphosphate (ADP), arachidonic acid (ASPI), and thrombin (TRAP) stimulation. Plasmatic levels of Von Willebrand factor antigen (VWF) were also determined. One-hundred patients were recruited (50 cirrhotics with and 50 without HCC). Cirrhosis severity by Child class and platelet count were comparable between cirrhotics with and without HCC. Cirrhotics with HCC had higher ADP- (45 vs. 28; p < 0.001), ASPI- (47 vs. 28; p < 0.001), and TRAP- (85 vs. 75; p = 0.01) induced platelet aggregation than cirrhotics without HCC, all indicative of platelet hyper-function. The relatively increased platelet aggregation in patients with HCC was confirmed after adjusting the analysis for platelet count/severity of thrombocytopenia. Levels of VWF were higher in patients with vs. without HCC (348 vs. 267; p = 0.006), particularly in compensated cirrhosis. In patients with cirrhosis, HCC is associated with increased platelet aggregation and higher VWF. The clinical implications of these findings deserve further investigation.
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Affiliation(s)
- Alberto Zanetto
- Gastroenterology, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy; (A.Z.); (M.S.); (S.S.); (F.F.); (F.P.R.)
- Multivisceral Transplant Unit, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy;
| | - Marco Senzolo
- Gastroenterology, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy; (A.Z.); (M.S.); (S.S.); (F.F.); (F.P.R.)
- Multivisceral Transplant Unit, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy;
| | - Elena Campello
- Thrombotic and Hemorrhagic Diseases Unit, General Internal Medicine, Padova University Hospital, 35128 Padova, Italy; (E.C.); (C.B.); (S.G.)
| | - Cristiana Bulato
- Thrombotic and Hemorrhagic Diseases Unit, General Internal Medicine, Padova University Hospital, 35128 Padova, Italy; (E.C.); (C.B.); (S.G.)
| | - Sabrina Gavasso
- Thrombotic and Hemorrhagic Diseases Unit, General Internal Medicine, Padova University Hospital, 35128 Padova, Italy; (E.C.); (C.B.); (S.G.)
| | - Sarah Shalaby
- Gastroenterology, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy; (A.Z.); (M.S.); (S.S.); (F.F.); (F.P.R.)
- Multivisceral Transplant Unit, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy;
| | - Martina Gambato
- Multivisceral Transplant Unit, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy;
| | - Alessandro Vitale
- Hepatobiliary Surgery and Liver Transplantation Center, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy; (A.V.); (U.C.)
| | - Umberto Cillo
- Hepatobiliary Surgery and Liver Transplantation Center, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy; (A.V.); (U.C.)
| | - Fabio Farinati
- Gastroenterology, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy; (A.Z.); (M.S.); (S.S.); (F.F.); (F.P.R.)
| | - Francesco Paolo Russo
- Gastroenterology, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy; (A.Z.); (M.S.); (S.S.); (F.F.); (F.P.R.)
- Multivisceral Transplant Unit, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy;
| | - Paolo Simioni
- Thrombotic and Hemorrhagic Diseases Unit, General Internal Medicine, Padova University Hospital, 35128 Padova, Italy; (E.C.); (C.B.); (S.G.)
| | - Patrizia Burra
- Gastroenterology, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy; (A.Z.); (M.S.); (S.S.); (F.F.); (F.P.R.)
- Multivisceral Transplant Unit, Department of Surgery, Oncology, and Gastroenterology, Padova University Hospital, 35128 Padova, Italy;
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31
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Lerut JP, Lai Q. Red Blood Cells' Prestorage Leukoreduction and Reduced Risk of Posttransplant Hepatocellular Cancer Recurrence: Another Piece of the Tumor-immune System Puzzle? Transplantation 2021; 105:476-477. [PMID: 32265419 DOI: 10.1097/tp.0000000000003266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Jan P Lerut
- Institute for Experimental and Clinical Research (IREC), Université catholique Louvain (UCL), Brussels, Belgium
| | - Quirino Lai
- Hepatobiliary Surgery and Organ Transplantation Unit, Sapienza University of Rome, Umberto I Polyclinic of Rome, Rome, Italy
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32
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Xiang X, Wang J, Lu D, Xu X. Targeting tumor-associated macrophages to synergize tumor immunotherapy. Signal Transduct Target Ther 2021; 6:75. [PMID: 33619259 PMCID: PMC7900181 DOI: 10.1038/s41392-021-00484-9] [Citation(s) in RCA: 524] [Impact Index Per Article: 131.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 07/30/2020] [Accepted: 10/15/2020] [Indexed: 02/08/2023] Open
Abstract
The current treatment strategies in advanced malignancies remain limited. Notably, immunotherapies have raised hope for a successful control of these advanced diseases, but their therapeutic responses are suboptimal and vary considerably among individuals. Tumor-associated macrophages (TAMs) are a major component of the tumor microenvironment (TME) and are often correlated with poor prognosis and therapy resistance, including immunotherapies. Thus, a deeper understanding of the complex roles of TAMs in immunotherapy regulation could provide new insight into the TME. Furthermore, targeting of TAMs is an emerging field of interest due to the hope that these strategies will synergize with current immunotherapies. In this review, we summarize recent studies investigating the involvement of TAMs in immune checkpoint inhibition, tumor vaccines and adoptive cell transfer therapies, and discuss the therapeutic potential of targeting TAMs as an adjuvant therapy in tumor immunotherapies.
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Affiliation(s)
- Xiaonan Xiang
- Department of Hepatobiliary and Pancreatic Surgery, Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, China
| | - Jianguo Wang
- Department of Hepatobiliary and Pancreatic Surgery, Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, China
| | - Di Lu
- Department of Hepatobiliary and Pancreatic Surgery, Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, China
| | - Xiao Xu
- Department of Hepatobiliary and Pancreatic Surgery, Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- NHC Key Laboratory of Combined Multi-organ Transplantation, Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, China.
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
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Carr BI, Guerra V, Donghia R, Farinati F, Giannini EG, Muratori L, Rapaccini GL, Di Marco M, Caturelli E, Zoli M, Sacco R, Celsa C, Campani C, Mega A, Guarino M, Gasbarrini A, Svegliati-Baroni G, Foschi FG, Biasini E, Masotto A, Nardone G, Raimondo G, Azzaroli F, Vidili G, Brunetto MR, Trevisani F. Identification of Clinical Phenotypes and Related Survival in Patients with Large HCCs. Cancers (Basel) 2021; 13:592. [PMID: 33546234 PMCID: PMC7913341 DOI: 10.3390/cancers13040592] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 01/16/2021] [Accepted: 01/27/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) factors, especially maximum tumor diameter (MTD), tumor multifocality, portal vein thrombosis (PVT), and serum alpha-fetoprotein (AFP), influence survival. AIM To examine patterns of tumor factors in large HCC patients. METHODS A database of large HCC patients was examined. RESULTS A multiple Cox proportional hazard model on death identified low serum albumin levels and the presence of PVT and multifocality, with each having a hazard ratio ≥2.0. All combinations of these three parameters were examined in relation to survival. Using univariate Cox analysis, the combination of albumin >3.5 g/dL and the absence of both PVT and multifocality had the best survival rate, while all combinations that included the presence of PVT had poor survival and hazard ratios. We identified four clinical phenotypes, each with a distinct median survival: patients with or without PVT or multifocality plus serum albumin ≥3.5 (g/dL), with each subgroup displaying high (≥100 IU/mL) or low (<100 IU/mL) blood AFP levels. Across a range of MTDs, we identified only two significant trends, blood AFP and platelets. CONCLUSIONS Patients with large HCCs have distinct phenotypes and survival, as identified by the combination of PVT, multifocality, and blood albumin levels.
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Affiliation(s)
- Brian I. Carr
- Translational HCC Research Department, Liver Transplant Institute, Inonu University, Malatya 44000, Turkey
| | - Vito Guerra
- Clinical Trials Department, National Institute of Digestive Diseases, IRCCS S. de Bellis Research Hospital, 70013 Castellana Grotte, Italy; (V.G.); (R.D.)
| | - Rossella Donghia
- Clinical Trials Department, National Institute of Digestive Diseases, IRCCS S. de Bellis Research Hospital, 70013 Castellana Grotte, Italy; (V.G.); (R.D.)
| | - Fabio Farinati
- Department of Surgery, Oncology and Gastroenterology, University of Padova, 35122 Padova, Italy;
| | - Edoardo G. Giannini
- Department of Internal Medicine, Gastroenterology Unit, University of Genova, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy;
| | - Luca Muratori
- Internal Medicine–Piscaglia Unit, Azienda Ospedaliero-Universitaria S. Orsola-Malpighi, 40138 Bologna, Italy;
| | - Gian Ludovico Rapaccini
- Gastroenterology Unit, Fondazione Policlinico Universitario A. Gemelli, IRCCS, 00168 Roma, Italy;
| | - Maria Di Marco
- Medicine Unit, Bolognini Hospital, 24068 Seriate, Italy;
| | | | - Marco Zoli
- Department of Medical and Surgical Sciences, Internal Medicine–Zoli Unit, Alma Mater Studiorum—University of Bologna, 40126 Bologna, Italy;
| | - Rodolfo Sacco
- Gastroenterology and Digestive Endoscopy Unit, Foggia University Hospital, 71122 Foggia, Italy;
| | - Ciro Celsa
- Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, PROMISE, Gastroenterology & Hepatology Unit, University of Palermo, 90133 Palermo, Italy;
| | - Claudia Campani
- Department of Experimental and Clinical Medicine, Internal Medicine and Hepatology Unit, University of Firenze, 50121 Firenze, Italy;
| | - Andrea Mega
- Gastroenterology Unit, Bolzano Regional Hospital, 39100 Bolzano, Italy;
| | - Maria Guarino
- Department of Clinical Medicine and Surgery, Gastroenterology Unit, University of Napoli “Federico II”, 80138 Napoli, Italy;
| | - Antonio Gasbarrini
- Internal Medicine and Gastroenterology Unit, Policlinico Gemelli, Università Cattolica del Sacro Cuore, 00168 Roma, Italy;
| | | | | | - Elisabetta Biasini
- Infectious Diseases and Hepatology Unit, Azienda Ospedaliero-Universitaria of Parma, 43126 Parma, Italy;
| | - Alberto Masotto
- Gastroenterology Unit, Ospedale Sacro Cuore Don Calabria, 37024 Negrar, Italy;
| | - Gerardo Nardone
- Department of Clinical Medicine and Surgery, Hepato-Gastroenterology Unit, University of Napoli “Federico II”, 37024 Napoli, Italy;
| | - Giovanni Raimondo
- Department of Clinical and Experimental Medicine, Division of Medicine and Hepatology, University of Messina, 98122 Messina, Italy;
| | - Francesco Azzaroli
- Department of Surgical and Medical Sciences, Gastroenterology Unit, Alma Mater Studiorum—University of Bologna, 40126 Bologna, Italy;
| | - Gianpaolo Vidili
- Department of Medical, Surgical and Experimental Sciences, Clinica Medica Unit, University of Sassari, Azienda Ospedaliero-Universitaria of Sassari, 07100 Sassari, Italy;
| | - Maurizia Rossana Brunetto
- Department of Clinical and Experimental Medicine, Hepatology and Liver Physiopathology Laboratory and Internal Medicine, University of Pisa, 56126 Pisa, Italy;
| | - Franco Trevisani
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
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Wei L, Owen D, Rosen B, Guo X, Cuneo K, Lawrence TS, Ten Haken R, El Naqa I. A deep survival interpretable radiomics model of hepatocellular carcinoma patients. Phys Med 2021; 82:295-305. [PMID: 33714190 PMCID: PMC8035300 DOI: 10.1016/j.ejmp.2021.02.013] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Revised: 02/13/2021] [Accepted: 02/19/2021] [Indexed: 02/07/2023] Open
Abstract
This work aims to identify a new radiomics signature using imaging phenotypes and clinical variables for risk prediction of overall survival (OS) in hepatocellular carcinoma (HCC) patients treated with stereotactic body radiation therapy (SBRT). 167 patients were retrospectively analyzed with repeated nested cross-validation to mitigate overfitting issues. 56 radiomic features were extracted from pre-treatment contrast-enhanced (CE) CT images. 37 clinical factors were obtained from patients' electronic records. Variational autoencoders (VAE) based survival models were designed for radiomics and clinical features and a convolutional neural network (CNN) survival model was used for the CECT. Finally, radiomics, clinical and raw image deep learning network (DNN) models were combined to predict the risk probability for OS. The final models yielded c-indices of 0.579 (95%CI: 0.544-0.621), 0.629 (95%CI: 0.601-0.643), 0.581 (95%CI: 0.553-0.613) and 0.650 (95%CI: 0.635-0.683) for radiomics, clinical, image input and combined models on nested cross validation scheme, respectively. Integrated gradients method was used to interpret the trained models. Our interpretability analysis of the DNN showed that the top ranked features were clinical liver function and liver exclusive of tumor radiomics features, which suggests a prominent role of side effects and toxicities in liver outside the tumor region in determining the survival rate of these patients. In summary, novel deep radiomic analysis provides improved performance for risk assessment of HCC prognosis compared with Cox survival models and may facilitate stratification of HCC patients and personalization of their treatment strategies. Liver function was found to contribute most to the OS for these HCC patients and radiomics can aid in their management.
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Affiliation(s)
- Lise Wei
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA.
| | - Dawn Owen
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA
| | - Benjamin Rosen
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA
| | - Xinzhou Guo
- Harvard Program in Therapeutic Science, Harvard Medical School, Boston, MA, USA
| | - Kyle Cuneo
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA
| | - Theodore S Lawrence
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA
| | - Randall Ten Haken
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA
| | - Issam El Naqa
- Department of Machine Learning, Moffitt Cancer Center, Tampa, FL, USA
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Pravisani R, Mocchegiani F, Isola M, Lorenzin D, Adani GL, Cherchi V, De Martino M, Risaliti A, Lai Q, Vivarelli M, Baccarani U. Postoperative Trends and Prognostic Values of Inflammatory and Nutritional Biomarkers after Liver Transplantation for Hepatocellular Carcinoma. Cancers (Basel) 2021; 13:513. [PMID: 33572776 PMCID: PMC7866292 DOI: 10.3390/cancers13030513] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 01/24/2021] [Accepted: 01/26/2021] [Indexed: 02/08/2023] Open
Abstract
Preoperative inflammatory biomarkers such as the Platelet-to-Lymphocyte Ratio (PLR) and the Neutrophil-to-Lymphocyte Ratio (NLR) strongly predict the outcome in surgically treated patients with hepatocellular carcinoma (HCC), while nutritional biomarkers such as the Controlling Nutritional Status (CONUT) and the Prognostic Nutritional Index (PNI) show an analogue prognostic value in hepatic resection (HR) but not in liver transplant (LT) cases. Data on the impact of LT on the inflammatory and nutritional/metabolic function are heterogeneous. Therefore, we investigated the post-LT trend of these biomarkers up to postoperative month (POM) 12 in 324 HCC patients treated with LT. Inflammatory biomarkers peaked in the early post-LT period but at POM 3 leveled off at values similar (NLR) or higher (PLR) than pre-LT ones. CONUT and PNI worsened in the early post-LT period, but at POM 3 they stabilized at significantly better values than pre-LT. In LT recipients with an overall survival >1 year and no evidence of early HCC recurrence, 1 year post-LT NLR and PNI independently predicted patient overall survival, while 1 year post-LT PLR independently predicted late tumor recurrence. In conclusion, at 1 year post-LT, the nutritional status of liver-transplanted HCC patients significantly improved while their inflammatory state tended to persist. Consequently, post-LT PLR and NLR maintained a prognostic value for LT outcome while post-LT CONUT and PNI acquired it.
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Affiliation(s)
- Riccardo Pravisani
- Liver-Kidney Transplantation Unit, Department of Medicine, University of Udine, 33100 Udine, Italy; (D.L.); (G.L.A.); (V.C.); (A.R.); (U.B.)
| | - Federico Mocchegiani
- HPB Surgery and Transplantation Unit, Department of Clinical and Experimental Medicine, Polytechnic University of Marche, 60126 Ancona, Italy; (F.M.); (M.V.)
| | - Miriam Isola
- Division of Medical Statistic, Department of Medicine, University of Udine, 33100 Udine, Italy; (M.I.); (M.D.M.)
| | - Dario Lorenzin
- Liver-Kidney Transplantation Unit, Department of Medicine, University of Udine, 33100 Udine, Italy; (D.L.); (G.L.A.); (V.C.); (A.R.); (U.B.)
| | - Gian Luigi Adani
- Liver-Kidney Transplantation Unit, Department of Medicine, University of Udine, 33100 Udine, Italy; (D.L.); (G.L.A.); (V.C.); (A.R.); (U.B.)
| | - Vittorio Cherchi
- Liver-Kidney Transplantation Unit, Department of Medicine, University of Udine, 33100 Udine, Italy; (D.L.); (G.L.A.); (V.C.); (A.R.); (U.B.)
| | - Maria De Martino
- Division of Medical Statistic, Department of Medicine, University of Udine, 33100 Udine, Italy; (M.I.); (M.D.M.)
| | - Andrea Risaliti
- Liver-Kidney Transplantation Unit, Department of Medicine, University of Udine, 33100 Udine, Italy; (D.L.); (G.L.A.); (V.C.); (A.R.); (U.B.)
| | - Quirino Lai
- Hepato-biliary and Organ Transplant Unit, Department of Surgery, Sapienza University of Rome, 00161 Rome, Italy;
| | - Marco Vivarelli
- HPB Surgery and Transplantation Unit, Department of Clinical and Experimental Medicine, Polytechnic University of Marche, 60126 Ancona, Italy; (F.M.); (M.V.)
| | - Umberto Baccarani
- Liver-Kidney Transplantation Unit, Department of Medicine, University of Udine, 33100 Udine, Italy; (D.L.); (G.L.A.); (V.C.); (A.R.); (U.B.)
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Chen H, Wu Q, Zhang Y, Li Q, Ma J, Kong F, Ma X. Nomograms based on the novel platelet index score predict postoperative prognosis in endometrial cancer. Gynecol Oncol 2020; 158:689-697. [PMID: 32507649 DOI: 10.1016/j.ygyno.2020.05.040] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Accepted: 05/23/2020] [Indexed: 12/28/2022]
Abstract
OBJECTIVE To identify preoperative platelet indexes with prognostic value and to develop and validate nomograms for predicting the survival of endometrial cancer (EC) patients. METHODS A total of 1198 women who received primary surgical treatment between January 2008 and January 2017 were included in the study. Data were randomly divided into a training set (70%, N = 840) and an external validation set (30%, n = 358). Cox regression analysis was performed in the training cohort to identify independent prognostic factors and develop nomograms for survival rate prediction. RESULTS High platelet count (PLT ≥350), high mean platelet volume (MPV ≥8.8) and low platelet distribution width (PDW <12.1) were independently associated with poor RFS and OS. PLT, MPV and PDW were thus incorporated in an innovative score called the platelet index score (PIS). The PIS was also an independent indicator, which was related to histology, lymph-vascular space invasion, lymph node involvement and FIGO stage (P = 0.007, P = 0.042, P < 0.001 and P < 0.001, respectively). Furthermore, we developed and validated two nomograms based on Cox regression models. The discriminative ability and calibration of the nomograms revealed good predictive ability, as indicated by the C-indexes and calibration plots. Moreover, both the IDI and NRI were improved. CONCLUSIONS Nomograms based on the PIS and clinicopathological features accurately predict recurrence-free survival and overall survival for EC patients.
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Affiliation(s)
- Hao Chen
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, People's Republic of China
| | - Qijun Wu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, People's Republic of China
| | - Yunzheng Zhang
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, People's Republic of China
| | - Qing Li
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, People's Republic of China
| | - Jian Ma
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, People's Republic of China
| | - Fanfei Kong
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, People's Republic of China
| | - Xiaoxin Ma
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, People's Republic of China.
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