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Zhou Z, Li T, Li J, Lin W, Zheng Q. Exosomal transfer of HCC-derived miR-17-5p downregulates NK cell function by targeting RUNX1-NKG2D axis. Int Immunopharmacol 2024; 136:112361. [PMID: 38820961 DOI: 10.1016/j.intimp.2024.112361] [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: 03/11/2024] [Revised: 05/06/2024] [Accepted: 05/26/2024] [Indexed: 06/02/2024]
Abstract
OBJECTIVE Natural killer (NK) cells are an integral part of the staunch defense line against malignant tumors within the tumor microenvironment. Existing research indicates that miRNAs can influence the development of NK cells by negatively modulating gene expression. In this study, we aim to explore how the miR-17-5p in Hepatocellular Carcinoma (HCC) exosomes regulates the killing function of NK cells towards HCC cells through the transcription factor RNX1. METHODS The exosomes were isolated from HCC tissues and cell lines, followed by a second generation sequencing to compare differential miRNAs. Verification was performed using qRT-PCR and Western blot methods. The mutual interactions between miR-17-5p and RUNX1, as well as between RUNX1 and NKG2D, were authenticated using techniques like luciferase reporter gene assays, Western blotting, and Chromatin Immunoprecipitation (ChIP). The cytotoxic activity of NK cells towards HCC cells in vitro was measured using methods such as RTCA and ELISPOT. The zebrafish xenotransplantation was utilized to assess the in vivo killing capacity of NK cells against HCC cells. RESULTS The level of miR-17-5p in exosomes from HCC tissue increased compared to adjacent tissues. We verified that RUNX1 was a target of miR-17-5p and that RUNX1 enhances the transcription of NKG2D. MiR-17-5p was found to downregulate the expression of RUNX1 and NKG2D, subsequently reducing the in vitro and in vivo cytotoxic capabilities of NK cells against HCC cells. CONCLUSIONS The miR-17-5p found within HCC exosomes can target RUNX1, subsequently attenuating the cytotoxic activity of NK cells.
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Affiliation(s)
- Zhifeng Zhou
- Laboratory of Immuno-Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou 350014, China; School of Basic Medical Sciences, Fujian Medical University, Fuzhu, Fujian, China
| | - Tianchuan Li
- Department of Integrated Traditional and Western Medicine, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou 350014, China
| | - Jieyu Li
- Laboratory of Immuno-Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou 350014, China; School of Basic Medical Sciences, Fujian Medical University, Fuzhu, Fujian, China
| | - Wansong Lin
- Laboratory of Immuno-Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou 350014, China; School of Basic Medical Sciences, Fujian Medical University, Fuzhu, Fujian, China.
| | - Qingfeng Zheng
- Department of Thoracic Surgery, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou 350014, China.
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2
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Li Y, Fang Y, Li D, Wu J, Huang Z, Liao X, Liu X, Wei C, Huang Z. Constructing a prognostic model for hepatocellular carcinoma based on bioinformatics analysis of inflammation-related genes. Front Med (Lausanne) 2024; 11:1420353. [PMID: 39055701 PMCID: PMC11269197 DOI: 10.3389/fmed.2024.1420353] [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: 04/20/2024] [Accepted: 07/01/2024] [Indexed: 07/27/2024] Open
Abstract
Background This study aims to screen inflammation-related genes closely associated with the prognosis of hepatocellular carcinoma (HCC) to accurately forecast the prognosis of HCC patients. Methods Gene expression matrices and clinical information for liver cancer samples were obtained from the Cancer Genome Atlas (TCGA) and the International Cancer Genome Consortium (ICGC). An intersection of differentially expressed genes of HCC and normal and GeneCards yielded inflammation-related genes associated with HCC. Cox regression and the minor absolute shrinkage and selection operator (LASSO) regression analysis to filter genes associated with HCC prognosis. The prognostic value of the model was confirmed by drawing Kaplan-Meier and ROC curves. Select differentially expressed genes between the high-risk and low-risk groups and perform GO and KEGG pathways analyses. CIBERSORT analysis was conducted to assess associations of risk models with immune cells and verified using real-time qPCR. Results A total of six hub genes (C3, CTNNB1, CYBC1, DNASE1L3, IRAK1, and SERPINE1) were selected using multivariate Cox regression to construct a prognostic model. The validation evaluation of the prognostic model showed that it has an excellent ability to predict prognosis. A line plot was drawn to indicate the HCC patients' survival, and the calibration curve revealed satisfactory predictability. Among the six hub genes, C3 and DNASE1L3 are relatively low expressed in HCCLM3 and 97H liver cancer cell lines, while CTNNB1, CYBC1, IRAK1, and SERPINE1 are relatively overexpressed in liver cancer cell lines. Conclusion One new inflammatory factor-associated prognostic model was constructed in this study. The risk score can be an independent predictor for judging the prognosis of HCC patients' survival.
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Affiliation(s)
- Yinglian Li
- Department of Oncology, Kaiyuan Langdong Hospital of Guangxi Medical University, Nanning, China
| | - Yuan Fang
- Department of Oncology, Kaiyuan Langdong Hospital of Guangxi Medical University, Nanning, China
| | - DongLi Li
- Radiology Department, Guangxi Zhuang Autonomous Region People's Hospital, Nanning, China
| | - Jiangtao Wu
- Department of Oncology, Kaiyuan Langdong Hospital of Guangxi Medical University, Nanning, China
| | - Zichong Huang
- Department of Oncology, Kaiyuan Langdong Hospital of Guangxi Medical University, Nanning, China
| | - Xueyin Liao
- Department of Oncology, Kaiyuan Langdong Hospital of Guangxi Medical University, Nanning, China
| | - Xuemei Liu
- Department of Oncology, Kaiyuan Langdong Hospital of Guangxi Medical University, Nanning, China
| | - Chunxiao Wei
- Department of Oncology, Kaiyuan Langdong Hospital of Guangxi Medical University, Nanning, China
| | - Zhong Huang
- Department of Oncology, Kaiyuan Langdong Hospital of Guangxi Medical University, Nanning, China
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Wu K, Zhang G, Shen C, Zhu L, Yu C, Sartorius K, Ding W, Jiang Y, Lu Y. Role of T cells in liver metastasis. Cell Death Dis 2024; 15:341. [PMID: 38755133 PMCID: PMC11099083 DOI: 10.1038/s41419-024-06726-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 04/24/2024] [Accepted: 05/07/2024] [Indexed: 05/18/2024]
Abstract
The liver is a major metastatic site (organ) for gastrointestinal cancers (such as colorectal, gastric, and pancreatic cancers) as well as non-gastrointestinal cancers (such as lung, breast, and melanoma cancers). Due to the innate anatomical position of the liver, the apoptosis of T cells in the liver, the unique metabolic regulation of hepatocytes and other potential mechanisms, the liver tends to form an immunosuppressive microenvironment and subsequently form a pre-metastatic niche (PMN), which can promote metastasis and colonization by various tumor cells(TCs). As a result, the critical role of immunoresponse in liver based metastasis has become increasingly appreciated. T cells, a centrally important member of adaptive immune response, play a significant role in liver based metastases and clarifying the different roles of the various T cells subsets is important to guide future clinical treatment. In this review, we first introduce the predisposing factors and related mechanisms of liver metastasis (LM) before introducing the PMN and its transition to LM. Finally, we detail the role of different subsets of T cells in LM and advances in the management of LM in order to identify potential therapeutic targets for patients with LM.
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Affiliation(s)
- Kejia Wu
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- Department of Hepatobiliary and Pancreatic Surgery, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Guozhu Zhang
- Department of Hepatobiliary and Pancreatic Surgery, The Third Affiliated Hospital of Soochow University, Changzhou, China
- Department of Emergency Medicine, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Changbing Shen
- Department of Hepatobiliary and Pancreatic Surgery, Taizhou Second People's Hospital Affiliated with Yangzhou University, Taizhou, China
| | - Li Zhu
- Department of Hepatobiliary and Pancreatic Surgery, The Third Affiliated Hospital of Soochow University, Changzhou, China
- Department of Emergency Medicine, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Chongyuan Yu
- Department of Hepatobiliary and Pancreatic Surgery, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Kurt Sartorius
- School of Laboratory Medicine and Molecular Sciences, University of Kwazulu-Natal, Durban, South Africa
- Africa Hepatopancreatobiliary Cancer Consortium, Mayo Clinic, Jacksonville, FL, USA
| | - Wei Ding
- Department of General Surgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou, China.
- Department of General Surgery, The Wujin Clinical College of Xuzhou Medical University, Changzhou, China.
- Changzhou Medical Center, Nanjing Medical University, Changzhou, China.
| | - Yong Jiang
- Department of Hepatobiliary and Pancreatic Surgery, The Third Affiliated Hospital of Soochow University, Changzhou, China.
| | - Yunjie Lu
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China.
- Africa Hepatopancreatobiliary Cancer Consortium, Mayo Clinic, Jacksonville, FL, USA.
- Department of General Surgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou, China.
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Kim SJ, Cummins KC, Tsung A. Immunotherapy as a Complement to Surgical Management of Hepatocellular Carcinoma. Cancers (Basel) 2024; 16:1852. [PMID: 38791931 PMCID: PMC11120323 DOI: 10.3390/cancers16101852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 03/29/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common primary liver tumor in adults, and the fourth leading cause of cancer-related deaths worldwide. While surgical and ablative therapies remain the standard of care in early localized disease, late presentation with advanced stages of disease, impaired hepatic function, or local recurrence following surgical resection preclude operative management as the sole treatment modality in a subgroup of patients. As such, systemic therapies, namely immunotherapy, have become an integral part of the HCC treatment algorithm over the past decade. While agents, such as atezolizumab/bevacizumab, have well-established roles as first-line systemic therapy in intermediate- and advanced-stage HCC, the role of immunotherapy in disease amenable to surgical management continues to evolve. In this review, we will discuss the current evidence and aggregate impact of immunotherapy in the context of HCC amenable to surgical management, including its application in the neoadjuvant and adjuvant settings.
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Affiliation(s)
| | | | - Allan Tsung
- Department of Surgery, University of Virginia, Charlottesville, VA 22908, USA
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Liu H, Wang C, Wang R, Cao H, Cao Y, Huang T, Lu Z, Xiao H, Hu M, Wang H, Zhao J. New insights into mechanisms and interventions of locoregional therapies for hepatocellular carcinoma. Chin J Cancer Res 2024; 36:167-194. [PMID: 38751435 PMCID: PMC11090796 DOI: 10.21147/j.issn.1000-9604.2024.02.06] [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: 02/26/2024] [Accepted: 04/07/2024] [Indexed: 05/18/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is responsible for a significant number of cancer-related deaths worldwide and its incidence is increasing. Locoregional treatments, which are precision procedures guided by imaging to specifically target liver tumors, play a critical role in the management of a substantial portion of HCC cases. These therapies have become an essential element of the HCC treatment landscape, with transarterial chemoembolization (TACE) being the treatment of choice for patients with intermediate to advanced stages of the disease. Other locoregional therapies, like radiofrequency ablation, are highly effective for small, early-stage HCC. Nevertheless, the advent of targeted immunotherapy has challenged these established treatments. Tyrosine kinase inhibitors (TKIs) and immune checkpoint inhibitors (ICIs) have shown remarkable efficacy in clinical settings. However, their specific uses and the development of resistance in subsequent treatments have led clinicians to reevaluate the future direction of HCC therapy. This review concentrates on the distinct features of both systemic and novel locoregional therapies. We investigate their effects on the tumor microenvironment at the molecular level and discuss how targeted immunotherapy can be effectively integrated with locoregional therapies. We also examine research findings from retrospective studies and randomized controlled trials on various combined treatment regimens, assessing their validity to determine the future evolution of locoregional therapies within the framework of personalized, comprehensive treatment.
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Affiliation(s)
- Hanyuan Liu
- Department of General surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing 210019, China
| | - Chunmei Wang
- Department of Oncology, Sir Run Run Hospital, Nanjing Medical University, Nanjing 211166, China
| | - Ruiqiang Wang
- School of Public Health, China Medical University, Shenyang 110122, China
| | - Hengsong Cao
- Department of General surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing 210019, China
| | - Yongfang Cao
- Department of General surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing 210019, China
| | - Tian Huang
- Hepatobiliary/Liver Transplantation Center, the First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Living Donor Transplantation, Chinese Academy of Medical Sciences, Nanjing 210024, China
| | - Zhengqing Lu
- Hepatobiliary/Liver Transplantation Center, the First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Living Donor Transplantation, Chinese Academy of Medical Sciences, Nanjing 210024, China
| | - Hua Xiao
- Department of General surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing 210019, China
| | - Mengcheng Hu
- Department of Gastroenterology, the Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing 211103, China
| | - Hanjin Wang
- Department of General surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing 210019, China
| | - Jun Zhao
- Department of Nuclear Medicine, the Affiliated Changzhou Second People’s Hospital of Nanjing Medical University, Changzhou 213001, China
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Yang LM, Wang HJ, Li SL, Gan GH, Deng WW, Chang YS, Zhang LF. Efficacy of radiofrequency ablation combined with sorafenib for treating liver cancer complicated with portal hypertension and prognostic factors. World J Gastroenterol 2024; 30:1533-1544. [PMID: 38617449 PMCID: PMC11008421 DOI: 10.3748/wjg.v30.i11.1533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 02/18/2024] [Accepted: 03/08/2024] [Indexed: 03/21/2024] Open
Abstract
BACKGROUND Patients with liver cancer complicated by portal hypertension present complex challenges in treatment. AIM To evaluate the efficacy of radiofrequency ablation in combination with sorafenib for improving liver function and its impact on the prognosis of patients with this condition. METHODS Data from 100 patients with liver cancer complicated with portal hypertension from May 2014 to March 2019 were analyzed and divided into a study group (n = 50) and a control group (n = 50) according to the treatment regimen. The research group received radiofrequency ablation (RFA) in combination with sorafenib, and the control group only received RFA. The short-term efficacy of both the research and control groups was observed. Liver function and portal hypertension were compared before and after treatment. Alpha-fetoprotein (AFP), glypican-3 (GPC-3), and AFP-L3 levels were compared between the two groups prior to and after treatment. The occurrence of adverse reactions in both groups was observed. The 3-year survival rate was compared between the two groups. Basic data were compared between the survival and non-surviving groups. To identify the independent risk factors for poor prognosis in patients with liver cancer complicated by portal hypertension, multivariate logistic regression analysis was employed. RESULTS When comparing the two groups, the research group's total effective rate (82.00%) was significantly greater than that of the control group (56.00%; P < 0.05). Following treatment, alanine aminotransferase and aspartate aminotransferase levels increased, and portal vein pressure decreased in both groups. The degree of improvement for every index was substantially greater in the research group than in the control group (P < 0.05). Following treatment, the AFP, GPC-3, and AFP-L3 levels in both groups decreased, with the research group having significantly lower levels than the control group (P < 0.05). The incidence of diarrhea, rash, nausea and vomiting, and fatigue in the research group was significantly greater than that in the control group (P < 0.05). The 1-, 2-, and 3-year survival rates of the research group (94.00%, 84.00%, and 72.00%, respectively) were significantly greater than those of the control group (80.00%, 64.00%, and 40.00%, respectively; P < 0.05). Significant differences were observed between the survival group and the non-surviving group in terms of Child-Pugh grade, history of hepatitis, number of tumors, tumor size, use of sorafenib, stage of liver cancer, histological differentiation, history of splenectomy and other basic data (P < 0.05). Logistic regression analysis demonstrated that high Child-Pugh grade, tumor size (6-10 cm), history of hepatitis, no use of sorafenib, liver cancer stage IIIC, and previous splenectomy were independent risk factors for poor prognosis in patients with liver cancer complicated with portal hypertension (P < 0.05). CONCLUSION Patients suffering from liver cancer complicated by portal hypertension benefit from the combination of RFA and sorafenib therapy because it effectively restores liver function and increases survival rates. The prognosis of patients suffering from liver cancer complicated by portal hypertension is strongly associated with factors such as high Child-Pugh grade, tumor size (6-10 cm), history of hepatitis, lack of sorafenib use, liver cancer at stage IIIC, and prior splenectomy.
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Affiliation(s)
- Li-Min Yang
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
| | - Hong-Juan Wang
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
| | - Shan-Lin Li
- Department of Gastroenterology, Zhoukou Central Hospital of Henan Province, Zhoukou 466000, Henan Province, China
| | - Guan-Hua Gan
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
| | - Wen-Wen Deng
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
| | - Yong-Sheng Chang
- Department of Gastroenterology, The First Affiliated Hospital of Xinxiang Medical College, Xinxiang 453000, Henan Province, China
| | - Lian-Feng Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
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Gui M, Huang S, Li S, Chen Y, Cheng F, Liu Y, Wang JA, Wang Y, Guo R, Lu Y, Cao P, Zhou G. Integrative single-cell transcriptomic analyses reveal the cellular ontological and functional heterogeneities of primary and metastatic liver tumors. J Transl Med 2024; 22:206. [PMID: 38414027 PMCID: PMC10898050 DOI: 10.1186/s12967-024-04947-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 02/02/2024] [Indexed: 02/29/2024] Open
Abstract
BACKGROUND The global cellular landscape of the tumor microenvironment (TME) combining primary and metastatic liver tumors has not been comprehensively characterized. METHODS Based on the scRNA-seq and spatial transcriptomic data of non-tumor liver tissues (NTs), primary liver tumors (PTs) and metastatic liver tumors (MTs), we performed the tissue preference, trajectory reconstruction, transcription factor activity inference, cell-cell interaction and cellular deconvolution analyses to construct a comprehensive cellular landscape of liver tumors. RESULTS Our analyses depicted the heterogeneous cellular ecosystems in NTs, PTs and MTs. The activated memory B cells and effector T cells were shown to gradually shift to inhibitory B cells, regulatory or exhausted T cells in liver tumors, especially in MTs. Among them, we characterized a unique group of TCF7+ CD8+ memory T cells specifically enriched in MTs that could differentiate into exhausted T cells likely driven by the p38 MAPK signaling. With regard to myeloid cells, the liver-resident macrophages and inflammatory monocyte/macrophages were markedly replaced by tumor-associated macrophages (TAMs), with TREM2+ and UBE2C+ TAMs enriched in PTs, while SPP1+ and WDR45B+ TAMs in MTs. We further showed that the newly identified WDR45B+ TAMs exhibit an M2-like polarization and are associated with adverse prognosis in patients with liver metastases. Additionally, we addressed that endothelial cells display higher immune tolerance and angiogenesis capacity, and provided evidence for the source of the mesenchymal transformation of fibroblasts in tumors. Finally, the malignant hepatocytes and fibroblasts were prioritized as the pivotal cell populations in shaping the microenvironments of PTs and MTs, respectively. Notably, validation analyses by using spatial or bulk transcriptomic data in clinical cohorts concordantly emphasized the clinical significance of these findings. CONCLUSIONS This study defines the ontological and functional heterogeneities in cellular ecosystems of primary and metastatic liver tumors, providing a foundation for future investigation of the underlying cellular mechanisms.
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Affiliation(s)
- Menghui Gui
- School of Public Health, Nanjing Medical University, Nanjing, 211166, People's Republic of China
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Institute of Radiation Medicine, 27 Taiping Road, Beijing, 100850, People's Republic of China
| | - Shilin Huang
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, 530021, People's Republic of China
| | - Shizhou Li
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, 530021, People's Republic of China
| | - Yuying Chen
- Hengyang Medical College, University of South China, Hengyang, 421001, People's Republic of China
| | - Furong Cheng
- Institute of Life Science and Green Development, College of Life Sciences, Hebei University, Baoding, 071002, People's Republic of China
| | - Yulin Liu
- Mudanjiang Medical College, Mudanjiang, 157011, People's Republic of China
| | - Ji-Ao Wang
- Institute of Life Science and Green Development, College of Life Sciences, Hebei University, Baoding, 071002, People's Republic of China
| | - Yuting Wang
- College of Chemistry & Environmental Science, Hebei University, Baoding, 071002, People's Republic of China
| | - Rui Guo
- Institute of Life Science and Green Development, College of Life Sciences, Hebei University, Baoding, 071002, People's Republic of China
| | - Yiming Lu
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Institute of Radiation Medicine, 27 Taiping Road, Beijing, 100850, People's Republic of China
| | - Pengbo Cao
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Institute of Radiation Medicine, 27 Taiping Road, Beijing, 100850, People's Republic of China.
| | - Gangqiao Zhou
- School of Public Health, Nanjing Medical University, Nanjing, 211166, People's Republic of China.
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Institute of Radiation Medicine, 27 Taiping Road, Beijing, 100850, People's Republic of China.
- Hengyang Medical College, University of South China, Hengyang, 421001, People's Republic of China.
- Institute of Life Science and Green Development, College of Life Sciences, Hebei University, Baoding, 071002, People's Republic of China.
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Xu N, Zhuo J, Chen Y, Su R, Chen H, Zhang Z, Lian Z, Lu D, Wei X, Zheng S, Xu X, Wang S, Wei Q. Downregulation of N4-acetylcytidine modification in myeloid cells attenuates immunotherapy and exacerbates hepatocellular carcinoma progression. Br J Cancer 2024; 130:201-212. [PMID: 38040817 PMCID: PMC10803308 DOI: 10.1038/s41416-023-02510-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 11/09/2023] [Accepted: 11/14/2023] [Indexed: 12/03/2023] Open
Abstract
BACKGROUND N4-acetylcytidine (ac4C) is a conserved and abundant mRNA modification that controls protein expression by affecting translation efficiency and mRNA stability. Whether the ac4C modification of mRNA regulates hepatocellular carcinoma (HCC) development or affects the immunotherapy of HCC is unknown. METHODS By constructing an orthotopic transplantation mouse HCC model and isolating tumour-infiltrated immunocytes, we evaluated the ac4C modification intensity using flow cytometry. Remodelin hydrobromide (REM), an ac4C modification inhibitor, was systematically used to understand the extensive role of ac4C modification in immunocyte phenotypes. Single-cell RNA-seq was performed to comprehensively evaluate the changes in the tumour-infiltrating immunocytes and identify targeted cell clusters. RNA-seq and RIP-seq analyses were performed to elucidate the underlying molecular mechanisms. Tyramide Signal Amplification (TSA) analysis on the HCC tissue microarray was performed to explore the clinical relatedness of our findings. RESULTS Ac4C modification promoted M1 macrophage infiltration and reduced myeloid-derived suppressor cell MDSCs infiltration in HCC. The inhibition of ac4C modification induces PDL1 expression by stabilising mRNA in the myeloid cells, thereby attenuating the CTL-mediated tumour cell-killing ability. High infiltration of ac4C+CD11b+ cells is positively related to a better prognosis in patients with HCC. CONCLUSIONS Ac4C modification of myeloid cells enhanced the HCC immunotherapy by suppressing PDL1 expression.
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Affiliation(s)
- Nan Xu
- Zhejiang University School of Medicine, Hangzhou, 310058, China
| | - Jianyong Zhuo
- Zhejiang University School of Medicine, Hangzhou, 310058, China
| | - Yiyuan Chen
- The Fourth Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310006, China
| | - Renyi Su
- Zhejiang University School of Medicine, Hangzhou, 310058, China
| | - Huan Chen
- The Fourth Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310006, China
| | - Zhensheng Zhang
- Zhejiang University School of Medicine, Hangzhou, 310058, China
| | - Zhengxing Lian
- Zhejiang University School of Medicine, Hangzhou, 310058, China
- The Fourth Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310006, China
| | - Di Lu
- Zhejiang University School of Medicine, Hangzhou, 310058, China
- The Fourth Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310006, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, 310003, China
| | - Xuyong Wei
- Zhejiang University School of Medicine, Hangzhou, 310058, China
- The Fourth Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310006, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, 310003, China
| | - Shusen Zheng
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, 310003, China
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310003, China
- Shulan (Hangzhou) Hospital, Zhejiang Shuren University School of Medicine, Hangzhou, 310022, China
| | - Xiao Xu
- Zhejiang University School of Medicine, Hangzhou, 310058, China.
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, 310003, China.
| | - Shuai Wang
- Zhejiang University School of Medicine, Hangzhou, 310058, China.
| | - Qiang Wei
- Zhejiang University School of Medicine, Hangzhou, 310058, China.
- The Fourth Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310006, China.
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, 310003, China.
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9
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Duan Y, Zhang H, Tan T, Ye W, Yin K, Yu Y, Kang M, Yang J, Liao R. The immune response of hepatocellular carcinoma after locoregional and systemic therapies: The available combination option for immunotherapy. Biosci Trends 2024; 17:427-444. [PMID: 37981319 DOI: 10.5582/bst.2023.01275] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
Hepatocellular carcinoma (HCC) is associated with a highly heterogeneous immune environment that produces an immune response to various locoregional treatments (LRTs), which in turn affects the effectiveness of immunotherapy. Although LRTs still dominate HCC therapies, 50-60% of patients will ultimately be treated with systemic therapies and might receive those treatments for the rest of their life. TACE, SIRT, and thermal ablation can dramatically increase the immunosuppressive state of HCC, a condition that can be addressed by combination with immunotherapy to restore the activity of lymphocytes and the secretion of cellular immune factors. Immune treatment with locoregional and systemic treatments has dramatically changed the management of HCC. In this review, we examine the research on the changes in the immune microenvironment after locoregional or systemic treatment. We also summarize the regulation of various immune cells and immune factors in the tumor microenvironment and discuss the different infiltration degrees of immune cells and factors on the prognosis of HCC to better compare the efficacy between different treatment methods from the perspective of the tumor microenvironment. This information can be used to help develop treatment options for the upcoming new era of HCC treatment in the future.
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Affiliation(s)
- Yuxin Duan
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Hua Zhang
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Tao Tan
- Chongqing Health Statistics Information Center, Chongqing, China
| | - Wentao Ye
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Kunli Yin
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yanxi Yu
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Meiqing Kang
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jian Yang
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Rui Liao
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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10
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Ntellas P, Chau I. Updates on Systemic Therapy for Hepatocellular Carcinoma. Am Soc Clin Oncol Educ Book 2024; 44:e430028. [PMID: 38175973 DOI: 10.1200/edbk_430028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2024]
Abstract
This review explores the dynamic landscape of hepatocellular carcinoma (HCC) treatment, emphasizing on recent developments across various stages and therapeutic approaches. Although curative strategies such as hepatectomy and thermal ablation are standard for early-stage cases, high relapse rates drive investigations into adjuvant and perioperative treatment. Adjuvant therapies face hurdles, but noteworthy advances include IMbrave050 setting a new standard with atezolizumab/bevacizumab. Locoregional treatments gain significance, especially for multifocal HCC, with the integration of innovative combinations with systemic therapies, showing improved outcomes. In the advanced setting, the evolution from sorafenib as the primary first-line option to new standards, such as atezolizumab/bevacizumab and tremelimumab/durvalumab, to other emerging therapies such as tislelizumab and pembrolizumab with lenvatinib, is explored. Additionally, second-line treatments and insights into the interplay between immunotherapies and antiangiogenic agents, as well as novel combination strategies that add complexity to treatment decisions, are discussed.
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Affiliation(s)
- Panagiotis Ntellas
- Department of Medicine, Royal Marsden Hospital, London and Surrey, United Kingdom
| | - Ian Chau
- Department of Medicine, Royal Marsden Hospital, London and Surrey, United Kingdom
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11
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Li B, Li W, Liang Y, Zhang C, Kong G, Li Z. Spleen-Derived CCL9 Recruits MDSC to Facilitate Tumor Growth in Orthotopic Hepatoma Mice. Glob Med Genet 2023; 10:348-356. [PMID: 38046278 PMCID: PMC10691915 DOI: 10.1055/s-0043-1777327] [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] [Indexed: 12/05/2023] Open
Abstract
Objectives Spleen is involved in multiple diseases, the role of the spleen and spleen-derived factors in hepatocellular carcinoma (HCC) is still not clarified. Methods In the current study, a murine H22 orthotopic hepatoma model was established. Three groups were divided: normal mice, tumor-bearing mice with spleen-preserving, and tumor-bearing mice with splenectomy. Spleen and tumor weights were recorded by weeks 1 and 2. The proportion of myeloid-derived suppressor cell (MDSC) in peripheral blood and tumor tissue was detected using flow cytometry. Protein chip assay was used to compare the differential cytokines between normal liver supernatant and tumor supernatant. The common upregulated cytokines both in spleen and tumor were focused and analyzed using gene expression profiling interactive analysis (GEPIA) database. Enzyme-linked immunosorbent assay was performed to verify the chip result, and to examine CCL9 expression before and after splenectomy. Spleen MDSC was sorted using flow cytometry, and chemotaxis assay was performed to demonstrate whether CCL9 attracted spleen MDSC. Results The spleen enlarged during tumor progression, and compared with splenectomy group, there were faster tumor growth, shorter survival time, and higher proportions of MDSC in spleen-preserving group. Protein chip assay and GEPIA database revealed CCL9 was the most promising chemokine involved in HCC upregulated both in spleen and tumor tissue. CCL9 attracted MDSC in vitro, the level of CCL9 in tumor tissue was downregulated, and the percentage of MDSC was decreased after splenectomy. Conclusion The results demonstrate that CCL9 may be derived from spleen; it facilitated HCC growth via the chemotaxis of MDSC, targeting CCL9 may be a promising strategy in HCC treatment.
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Affiliation(s)
- Baohua Li
- General Surgery Department of Cadre's Ward, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, People's Republic of China
- National & Local Joint Engineering Research Center of Biodiagnostics and Biotherapy, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, People's Republic of China
- Core Research Laboratory, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Wenjuan Li
- Tumor Immunology Center of Precision Medical Research Institute, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Yingxue Liang
- Tumor Immunology Center of Precision Medical Research Institute, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Chen Zhang
- National & Local Joint Engineering Research Center of Biodiagnostics and Biotherapy, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Guangyao Kong
- National & Local Joint Engineering Research Center of Biodiagnostics and Biotherapy, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Zongfang Li
- General Surgery Department of Cadre's Ward, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, People's Republic of China
- National & Local Joint Engineering Research Center of Biodiagnostics and Biotherapy, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, People's Republic of China
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12
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Xu SY, Wang WW, Qu ZH, Zhang XK, Chen M, Zhang XY, Xing NN, Su H, Wang XY, Cui MY, Yan XY, Ma W. Long-circulating doxorubicin and Schizandrin A liposome with drug-resistant liver cancer activity: in vitro and in vivo evaluation. J Liposome Res 2023; 33:338-352. [PMID: 36974767 DOI: 10.1080/08982104.2023.2190810] [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: 09/15/2022] [Revised: 02/07/2023] [Accepted: 02/11/2023] [Indexed: 03/29/2023]
Abstract
Co-loading doxorubicin (DOX) and Schizandrin A (SchA) long-circulating liposome (SchA-DOX-Lip) have been confirmed to have good antitumor activity in vitro. However, in vivo pharmacodynamics, targeting, safety, and mechanism of action of SchA-DOX-Lip still need to be further verified. We investigated the tumor inhibition effect, targeting, safety evaluation, and regulation of tumor apoptosis-related proteins of the SchA-DOX-Lip. MTT assay was used to investigate the inhibitory effect of SchA-DOX-Lip on CBRH7919 cells. The drug uptake of CBRH7919 cells was observed by inverted fluorescence microscope. The tumor-bearing nude mice models of CBRH7919 were established, and the anti-tumor effect of SchA-DOX-Lip in vivo was evaluated by tumor biological observation, H&E staining, and TUNEL staining. The distribution and targeting of SchA-DOX-Lip in nude mice models were investigated by small animal imaging and tissue distribution experiment of CBRH7919. The biosafety of SchA-DOX-Lip was evaluated by blood routine parameters, biochemical indexes, and H&E staining. The expression of tumor-associated apoptotic proteins (Bcl-2, Bax, and Caspase-3) was detected by immunohistochemistry anvd western blotting. The results showed that SchA-DOX-Lip had cytotoxicity to CBRH7919 cells which effectively inhibited the proliferation of CBRH7919 cells, improved the uptake of drugs by CBRH7919 cells and the targeting effect of drugs on tumor site. H&E staining and biochemical detection results showed that SchA-DOX-Lip had high biosafety and did not cause serious damage to normal tissues. Western-blotting and TUNEL staining results showed that SchA-DOX-Lip could improve the regulatory effect of drugs on tumor apoptosis proteins. It was demonstrated that SchA-DOX-Lip had high safety and strong tumor inhibition effects, providing a new method for the clinical treatment of hepatocellular carcinoma (HCC).
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Affiliation(s)
- Shi-Yi Xu
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, PR China
- Experimental Training Center, Heilongjiang University of Chinese Medicine, Harbin, PR China
| | - Wei-Wei Wang
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, PR China
| | - Zi-Hui Qu
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, PR China
| | - Xiang-Ke Zhang
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, PR China
| | - Ming Chen
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, PR China
| | - Xin-Yu Zhang
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, PR China
| | - Nan-Nan Xing
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, PR China
| | - Hui Su
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, PR China
| | - Xue-Ying Wang
- The First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, PR China
| | - Ming-Yu Cui
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, PR China
| | - Xue-Ying Yan
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, PR China
| | - Wei Ma
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, PR China
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13
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Bicer F, Kure C, Ozluk AA, El-Rayes BF, Akce M. Advances in Immunotherapy for Hepatocellular Carcinoma (HCC). Curr Oncol 2023; 30:9789-9812. [PMID: 37999131 PMCID: PMC10670350 DOI: 10.3390/curroncol30110711] [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: 08/07/2023] [Revised: 10/28/2023] [Accepted: 10/31/2023] [Indexed: 11/25/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the second most common cause of cancer-related deaths in the world. More than half of patients with HCC present with advanced stage, and highly active systemic therapies are crucial for improving outcomes. Immune checkpoint inhibitor (ICI)-based therapies have emerged as novel therapy options for advanced HCC. Only one third of patients achieve an objective response with ICI-based therapies due to primary resistance or acquired resistance. The liver tumor microenvironment is naturally immunosuppressive, and specific mutations in cell signaling pathways allow the tumor to evade the immune response. Next, gene sequencing of the tumor tissue or circulating tumor DNA may delineate resistance mechanisms to ICI-based therapy and provide a rationale for novel combination therapies. In this review, we discuss the results of key clinical trials that have led to approval of ICI-based therapy options in advanced HCC and summarize the ongoing clinical trials. We review resistance mechanisms to ICIs and discuss how immunotherapies may be optimized based on the emerging research of tumor biomarkers and genomic alterations.
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Affiliation(s)
- Fuat Bicer
- Division of Hematology Oncology, Department of Medicine, University of Cincinnati Medical Center, Cincinnati, OH 45267, USA;
| | - Catrina Kure
- Department of Medicine, Northside Hospital-Gwinnett, Lawrenceville, GA 30046, USA;
| | - Anil A. Ozluk
- Division of Hematology Oncology, Department of Medicine, O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL 35233, USA; (A.A.O.); (B.F.E.-R.)
| | - Bassel F. El-Rayes
- Division of Hematology Oncology, Department of Medicine, O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL 35233, USA; (A.A.O.); (B.F.E.-R.)
| | - Mehmet Akce
- Division of Hematology Oncology, Department of Medicine, O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL 35233, USA; (A.A.O.); (B.F.E.-R.)
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14
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Mauda-Havakuk M, Hawken NM, Owen JW, Mikhail AS, Starost MF, Karim B, Wakim PG, Franco-Mahecha OL, Lewis AL, Pritchard WF, Karanian JW, Wood BJ. Immune Effects of Cryoablation in Woodchuck Hepatocellular Carcinoma. J Hepatocell Carcinoma 2023; 10:1973-1990. [PMID: 37954494 PMCID: PMC10637190 DOI: 10.2147/jhc.s426442] [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: 07/06/2023] [Accepted: 10/24/2023] [Indexed: 11/14/2023] Open
Abstract
Objectives Local and systemic immune responses evoked by locoregional therapies such as cryoablation are incompletely understood. The aim of this study was to characterize cryoablation-related immune response and the capacity of immune drugs to augment immunity upon cryoablation for the treatment of hepatocellular carcinoma (HCC) using a woodchuck hepatocellular carcinoma model. Materials and Methods Twelve woodchucks chronically infected with woodchuck hepatitis virus and with hepatocellular carcinoma underwent imaging with contrast-enhanced CT. Partial cryoablation of tumors in three woodchucks was performed. Fourteen days after cryoablation, liver tissues were harvested and stained with H&E and TUNEL, and immune infiltrates were quantified. Peripheral blood mononuclear cells (PBMC) were collected from ablated and nonablated woodchucks, labeled with carboxyfluorescein succinimidyl ester (CFSE) and cultured with immune-modulating drugs, including a small PD-L1 antagonist molecule (BMS-202) and three TLR7/8 agonists (DSR 6434, GS-9620, gardiquimod). After incubation, cell replication and immune cell populations were analyzed by flow cytometry. Results Local immune response in tumors was characterized by an increased number of CD3+ T lymphocytes and natural killer cells in the cryolesion margin compared to other tumor regions. T regulatory cells were found in higher numbers in distant tumors within the liver compared to untreated or control tumors. Cryoablation also augmented the systemic immune response as demonstrated by higher numbers of PBMC responses upon immune drug stimulation in the cryoablation group. Conclusions Partial cryoablation augmented immune effects in both treated and remote untreated tumor microenvironments, as well as systemically, in woodchucks with HCC. Characterization of these mechanisms may enhance development of novel drug-device combinations for treatment of HCC.
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Affiliation(s)
- Michal Mauda-Havakuk
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
- Interventional Radiology, Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel
| | - Natalie M Hawken
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Joshua W Owen
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Andrew S Mikhail
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Matthew F Starost
- Division of Veterinary Resources, National Institutes of Health, Bethesda, MD, USA
| | - Baktiar Karim
- National Cancer Institute, National Institutes of Health, Frederick, MD, USA
| | - Paul G Wakim
- Biostatistics and Clinical Epidemiology Service, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Olga L Franco-Mahecha
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Andrew L Lewis
- Alchemed Bioscience Consulting Ltd, Stable Cottage, Monkton Lane, Farnham, Surrey, UK
| | - William F Pritchard
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - John W Karanian
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Bradford J Wood
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institute of Biomedical Imaging and Bioengineering and National Cancer Institute Center for Cancer Research; National Institutes of Health, Bethesda, MD, USA
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15
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Chai JW, Hu XW, Zhang MM, Dong YN. Seven chromatin regulators as immune cell infiltration characteristics, potential diagnostic biomarkers and drugs prediction in hepatocellular carcinoma. Sci Rep 2023; 13:18643. [PMID: 37903974 PMCID: PMC10616163 DOI: 10.1038/s41598-023-46107-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 10/27/2023] [Indexed: 11/01/2023] Open
Abstract
Treatment is challenging due to the heterogeneity of hepatocellular carcinoma (HCC). Chromatin regulators (CRs) are important in epigenetics and are closely associated with HCC. We obtained HCC-related expression data and relevant clinical data from The Cancer Genome Atlas (TCGA) databases. Then, we crossed the differentially expressed genes (DEGs), immune-related genes and CRs to obtain immune-related chromatin regulators differentially expressed genes (IRCR DEGs). Least absolute shrinkage and selection operator (LASSO) Cox regression analysis was performed to select the prognostic gene and construct a risk model for predicting prognosis in HCC, followed by a correlation analysis of risk scores with clinical characteristics. Finally, we also carried out immune microenvironment analysis and drug sensitivity analysis, the correlation between risk score and clinical characteristics was analyzed. In addition, we carried out immune microenvironment analysis and drug sensitivity analysis. Functional analysis suggested that IRCR DEGs was mainly enriched in chromatin-related biological processes. We identified and validated PPARGC1A, DUSP1, APOBEC3A, AIRE, HDAC11, HMGB2 and APOBEC3B as prognostic biomarkers for the risk model construction. The model was also related to immune cell infiltration, and the expression of CD48, CTLA4, HHLA2, TNFSF9 and TNFSF15 was higher in high-risk group. HCC patients in the high-risk group were more sensitive to Axitinib, Docetaxel, Erlotinib, and Metformin. In this study, we construct a prognostic model of immune-associated chromatin regulators, which provides new ideas and research directions for the accurate treatment of HCC.
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Affiliation(s)
- Jin-Wen Chai
- Department of Oncology, Laizhou Traditional Chinese Medicine Hospital, Laizhou, Shandong, China
| | - Xi-Wen Hu
- The First Clinical Medical School, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Miao-Miao Zhang
- Department of Oncology, Laizhou Traditional Chinese Medicine Hospital, Laizhou, Shandong, China
| | - Yu-Na Dong
- Department of Gastroenterology, Laizhou People's Hospital, No.1718 Wuli Street, Laizhou, Shandong, China.
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16
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Hao L, Li S, Hu X. New insights into T-cell exhaustion in liver cancer: from mechanism to therapy. J Cancer Res Clin Oncol 2023; 149:12543-12560. [PMID: 37423958 DOI: 10.1007/s00432-023-05083-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 06/29/2023] [Indexed: 07/11/2023]
Abstract
Liver cancer is one of the most common malignancies. T-cell exhaustion is associated with immunosuppression of tumor and chronic infection. Although immunotherapies that enhance the immune response by targeting programmed cell death-1(PD-1)/programmed cell death ligand 1 (PD-L1) have been applied to malignancies, these treatments have shown limited response rates. This suggested that additional inhibitory receptors (IRs) also contributed to T-cell exhaustion and tumor prognosis. Exhausted T-cells (Tex) in the tumor immune microenvironment (TME) are usually in a dysfunctional state of exhaustion, such as impaired activity and proliferative ability, increased apoptosis rate, and reduced production of effector cytokines. Tex cells participate in the negative regulation of tumor immunity mainly through IRs on the cell surface, changes in cytokines and immunomodulatory cell types, causing tumor immune escape. However, T-cell exhaustion is not irreversible and targeted immune checkpoint inhibitors (ICIs) can effectively reverse the exhaustion of T-cells and restore the anti-tumor immune response. Therefore, the research on the mechanism of T-cell exhaustion in liver cancer, aimed at maintaining or restoring the effector function of Tex cells, might provide a new method for the treatment of liver cancer. In this review, we summarized the basic characteristics of Tex cells (such as IRs and cytokines), discussed the mechanisms associated with T-cell exhaustion, and specifically discussed how these exhaustion characteristics were acquired and shaped by key factors within TME. Then new insights into the molecular mechanism of T-cell exhaustion suggested a potential way to improve the efficacy of cancer immunotherapy, namely to restore the effector function of Tex cells. In addition, we also reviewed the research progress of T-cell exhaustion in recent years and provided suggestions for further research.
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Affiliation(s)
- Liyuan Hao
- Chengdu University of Traditional Chinese Medicine, No. 37 Shi-Er-Qiao Road, Chengdu, 610075, Sichuan Province, People's Republic of China
- Hospital of Chengdu University of Traditional Chinese Medicine, No. 39 Shi-Er-Qiao Road, Chengdu, 610072, Sichuan Province, People's Republic of China
| | - Shenghao Li
- Chengdu University of Traditional Chinese Medicine, No. 37 Shi-Er-Qiao Road, Chengdu, 610075, Sichuan Province, People's Republic of China
- Hospital of Chengdu University of Traditional Chinese Medicine, No. 39 Shi-Er-Qiao Road, Chengdu, 610072, Sichuan Province, People's Republic of China
| | - Xiaoyu Hu
- Hospital of Chengdu University of Traditional Chinese Medicine, No. 39 Shi-Er-Qiao Road, Chengdu, 610072, Sichuan Province, People's Republic of China.
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Li S, Xia H, Wang Z, Zhang X, Song T, Li J, Xu L, Zhang N, Fan S, Li Q, Zhang Q, Ye Y, Lv J, Yue X, Lv H, Yu J, Lu W. Intratumoral microbial heterogeneity affected tumor immune microenvironment and determined clinical outcome of HBV-related HCC. Hepatology 2023; 78:1079-1091. [PMID: 37114494 PMCID: PMC10521776 DOI: 10.1097/hep.0000000000000427] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 03/14/2023] [Accepted: 03/23/2023] [Indexed: 04/29/2023]
Abstract
BACKGROUND AND AIMS The intratumoral microbiome has been reported to regulate the development and progression of cancers. We aimed to characterize intratumoral microbial heterogeneity (IMH) and establish microbiome-based molecular subtyping of HBV-related HCC to elucidate the correlation between IMH and HCC tumorigenesis. APPROACH AND RESULTS A case-control study was designed to investigate microbial landscape and characteristic microbial signatures of HBV-related HCC tissues adopting metagenomics next-generation sequencing. Microbiome-based molecular subtyping of HCC tissues was established by nonmetric multidimensional scaling. The tumor immune microenvironment of 2 molecular subtypes was characterized by EPIC and CIBERSORT based on RNA-seq and verified by immunohistochemistry. The gene set variation analysis was adopted to explore the crosstalk between the immune and metabolism microenvironment. A prognosis-related gene risk signature between 2 subtypes was constructed by the weighted gene coexpression network analysis and the Cox regression analysis and then verified by the Kaplan-Meier survival curve.IMH demonstrated in HBV-related HCC tissues was comparably lower than that in chronic hepatitis tissues. Two microbiome-based HCC molecular subtypes, defined as bacteria- and virus-dominant subtypes, were established and significantly correlated with discrepant clinical-pathologic features. Higher infiltration of M2 macrophage was detected in the bacteria-dominant subtype with to the virus-dominant subtype, accompanied by multiple upregulated metabolism pathways. Furthermore, a 3-gene risk signature containing CSAG4 , PIP4P2 , and TOMM5 was filtered out, which could predict the clinical prognosis of HCC patients accurately using the Cancer Genome Atlas data. CONCLUSIONS Microbiome-based molecular subtyping demonstrated IMH of HBV-related HCC was correlated with a disparity in clinical-pathologic features and tumor microenvironment (TME), which might be proposed as a biomarker for prognosis prediction of HCC.
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Affiliation(s)
- Shengnan Li
- Department of Hepatobiliary Oncology, Liver Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
- Department of Hepatology, Tianjin Second People’s Hospital, Tianjin Institute of Hepatology, Tianjin, China
| | - Han Xia
- School of Automation Science and Engineering, Xi’an Jiaotong University, Xian, China
| | - Zeyu Wang
- Department of Hepatobiliary Oncology, Liver Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
| | - Xiehua Zhang
- Department of Hepatobiliary Oncology, Liver Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
| | - Tianqiang Song
- Department of Hepatobiliary Oncology, Liver Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
| | - Jia Li
- Department of Hepatology, Tianjin Second People’s Hospital, Tianjin Institute of Hepatology, Tianjin, China
| | - Liang Xu
- Department of Hepatology, Tianjin Second People’s Hospital, Tianjin Institute of Hepatology, Tianjin, China
| | - Ningning Zhang
- Department of Hepatobiliary Oncology, Liver Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
| | - Shu Fan
- Department of Scientific Affairs, Hugobiotech Co., Ltd., Beijing, China
| | - Qian Li
- Department of Hepatology, Tianjin Second People’s Hospital, Tianjin Institute of Hepatology, Tianjin, China
| | - Qiaoling Zhang
- Cancer Molecular Diagnostics Core, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Caner, Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Cancer Immunology and Biotherapy, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
| | - Yingnan Ye
- Cancer Molecular Diagnostics Core, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Caner, Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Cancer Immunology and Biotherapy, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
| | - Jiayu Lv
- Department of Hepatobiliary Oncology, Liver Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
| | - Xiaofen Yue
- Department of Hepatobiliary Oncology, Liver Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
| | - Hongcheng Lv
- Department of Hepatobiliary Oncology, Liver Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
| | - Jinpu Yu
- Cancer Molecular Diagnostics Core, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Caner, Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Cancer Immunology and Biotherapy, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
| | - Wei Lu
- Department of Hepatobiliary Oncology, Liver Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
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18
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Huang LH, Rau CS, Liu YW, Wu CJ, Chien PC, Lin HP, Wu YC, Huang CY, Hsieh TM, Hsieh CH. Exploring the Regulatory Role of XIST-microRNAs/mRNA Network in Circulating CD4 + T Cells of Hepatocellular Carcinoma Patients. Biomedicines 2023; 11:1848. [PMID: 37509488 PMCID: PMC10376435 DOI: 10.3390/biomedicines11071848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 06/26/2023] [Accepted: 06/26/2023] [Indexed: 07/30/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most common cancers and the main cause of cancer-related death globally. Immune dysregulation of CD4+ T cells has been identified to play a role in the development of HCC. Nevertheless, the underlying molecular pathways of CD4+ T cells in HCC are not completely known. Thus, a better understanding of the dysregulation of the lncRNA-miRNA/mRNA network may yield novel insights into the etiology or progression of HCC. In this study, circulating CD4+ T cells were isolated from the whole blood of 10 healthy controls and 10 HCC patients for the next-generation sequencing of the expression of lncRNAs, miRNAs, and mRNAs. Our data showed that there were different expressions of 34 transcripts (2 lncRNAs, XISTs, and MIR222HGs; 29 mRNAs; and 3 other types of RNA) and 13 miRNAs in the circulating CD4+ T cells of HCC patients. The expression of lncRNA-XIST-related miRNAs and their target mRNAs was confirmed using real-time quantitative polymerase chain reaction (qPCR) on samples from 100 healthy controls and 60 HCC patients. The lncRNA-miRNA/mRNA regulation network was created using interaction data generated from ENCORI and revealed there are positive correlations in the infiltration of total CD4+ T cells, particularly resting memory CD4+ T cells, and negative correlations in the infiltration of Th1 CD4+ T cells.
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Affiliation(s)
- Lien-Hung Huang
- Department of Neurosurgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 833, Taiwan
| | - Cheng-Shyuan Rau
- Department of Neurosurgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 833, Taiwan
| | - Yueh-Wei Liu
- Department of General Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 833, Taiwan
| | - Chia-Jung Wu
- Department of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 833, Taiwan
| | - Peng-Chen Chien
- Department of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 833, Taiwan
| | - Hui-Ping Lin
- Department of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 833, Taiwan
| | - Yi-Chan Wu
- Department of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 833, Taiwan
| | - Chun-Ying Huang
- Department of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 833, Taiwan
| | - Ting-Min Hsieh
- Department of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 833, Taiwan
| | - Ching-Hua Hsieh
- Department of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 833, Taiwan
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19
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Mender I, Siteni S, Barron S, Flusche AM, Kubota N, Yu C, Cornelius C, Tedone E, Maziveyi M, Grichuk A, Venkateswaran N, Conacci-Sorrell M, Hoshida Y, Kang R, Tang D, Gryaznov S, Shay JW. Activating an Adaptive Immune Response with a Telomerase-Mediated Telomere Targeting Therapeutic in Hepatocellular Carcinoma. Mol Cancer Ther 2023; 22:737-750. [PMID: 37070671 PMCID: PMC10233358 DOI: 10.1158/1535-7163.mct-23-0039] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 03/28/2023] [Accepted: 04/11/2023] [Indexed: 04/19/2023]
Abstract
A select group of patients with hepatocellular carcinomas (HCC) benefit from surgical, radiologic, and systemic therapies that include a combination of anti-angiogenic and immune-checkpoint inhibitors. However, because HCC is generally asymptomatic in its early stages, this not only leads to late diagnosis, but also to therapy resistance. The nucleoside analogue 6-thio-dG (THIO) is a first-in-class telomerase-mediated telomere-targeting anticancer agent. In telomerase expressing cancer cells, THIO is converted into the corresponding 5'-triphosphate, which is efficiently incorporated into telomeres by telomerase, activating telomere damage responses and apoptotic pathways. Here, we show how THIO is effective in controlling tumor growth and, when combined with immune checkpoint inhibitors, is even more effective in a T-cell-dependent manner. We also show telomere stress induced by THIO increases both innate sensing and adaptive antitumor immunity in HCC. Importantly, the extracellular high-mobility group box 1 protein acts as a prototypical endogenous DAMP (Damage Associated Molecular Pattern) in eliciting adaptive immunity by THIO. These results provide a strong rationale for combining telomere-targeted therapy with immunotherapy.
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Affiliation(s)
- Ilgen Mender
- University of Texas Southwestern Medical Center, Department of Cell Biology, Dallas, Texas
| | - Silvia Siteni
- University of Texas Southwestern Medical Center, Department of Cell Biology, Dallas, Texas
| | - Summer Barron
- University of Texas Southwestern Medical Center, Department of Cell Biology, Dallas, Texas
| | - Ann Marie Flusche
- University of Texas Southwestern Medical Center, Department of Cell Biology, Dallas, Texas
| | - Naoto Kubota
- University of Texas Southwestern Medical Center, Department of Internal Medicine, Dallas, Texas
| | - Chunhua Yu
- University of Texas Southwestern Medical Center, Department of Surgery, Dallas, Texas
| | - Crystal Cornelius
- University of Texas Southwestern Medical Center, Department of Cell Biology, Dallas, Texas
| | - Enzo Tedone
- University of Texas Southwestern Medical Center, Department of Cell Biology, Dallas, Texas
| | - Mazvita Maziveyi
- University of Texas Southwestern Medical Center, Department of Cell Biology, Dallas, Texas
| | - Anthony Grichuk
- University of Texas Southwestern Medical Center, Department of Cell Biology, Dallas, Texas
| | - Niranjan Venkateswaran
- University of Texas Southwestern Medical Center, Department of Cell Biology, Dallas, Texas
| | | | - Yujin Hoshida
- University of Texas Southwestern Medical Center, Department of Internal Medicine, Dallas, Texas
| | - Rui Kang
- University of Texas Southwestern Medical Center, Department of Surgery, Dallas, Texas
| | - Daolin Tang
- University of Texas Southwestern Medical Center, Department of Surgery, Dallas, Texas
| | | | - Jerry W. Shay
- University of Texas Southwestern Medical Center, Department of Cell Biology, Dallas, Texas
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20
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Tang Y, Cao J, Peng R, Mao X, Su B, Tang H, Tu D, Zhou J, Jiang G, Jin S, Wang Q, Zhang C, Liu R, Zhang C, Bai D. Screening and Verification of Key Ubiquitination Genes Related to Immune Infiltration in Stage III/IV Hepatocellular Carcinoma. J Hepatocell Carcinoma 2023; 10:765-781. [PMID: 37250505 PMCID: PMC10216869 DOI: 10.2147/jhc.s407536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 05/08/2023] [Indexed: 05/31/2023] Open
Abstract
Introduction Immune checkpoint therapy (ICIs) effectively improves the prognosis of advanced (stage III/IV) hepatocellular carcinoma (HCC) patients. However, its objective response rate (ORR) is below 20%, significantly limiting ICI use in advanced HCC patients. The level of tumour immune infiltration influences ICI response rate. Recent studies have found ubiquitinase to be an important factor that regulates tumour immune infiltration. Therefore, the aim of this study is to explore the key ubiquitination genes that regulate immune infiltration in advanced HCC and further validate them. Methods A biotechnological process was performed as a means of classifying 90 advanced HCC patients into three immune subtypes and identifying associations with immune infiltration in the co-expressed modules. Ubiquitination-related genes were then screened with WGCNA. Gene enrichment analysis was performed for the target module and 30 hub genes were screened out by protein-protein interaction network (PPI). ssGSEA, single-gene sequencing and the MCP counter were used for exploring immune infiltration. TIDE score was applied for predicting drug efficacy and GSEA was used for exploring potential pathways. Finally, GRB2 expression in HCC tissue was validated by in vitro experiments. Results GRB2 expression was found to have a significant correlation with the pathological stage and prognosis of HCC patients and a positive correlation with immune infiltration and tumour mutation burden (TMB). In addition, significant correlations with the efficacy of ICIs, sorafenib and transarterial chemoembolization (TACE) were identified. GRB2 was found to be most significantly associated with the JAK-STAT signalling pathway and cytosolic DNA sensing pathway. Finally, it was found that GRB2 expression is closely related to the prognosis, tumour size and TMN stage. Conclusion A significant association was observed between the ubiquitinated gene GRB2 and the prognosis and immune infiltration of advanced HCC patients and it may potentially be used for predicting therapy efficacy in advanced HCC patients in the future.
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Affiliation(s)
- Yuhong Tang
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
| | - Jun Cao
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
| | - Rui Peng
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
| | - Xingkang Mao
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
| | - Bingbing Su
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
| | - Hao Tang
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
| | - Daoyuan Tu
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
| | - Jie Zhou
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
| | - Guoqing Jiang
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
| | - Shengjie Jin
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
| | - Qian Wang
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
| | - Chen Zhang
- The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, People’s Republic of China
| | - Renjie Liu
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
| | - Chi Zhang
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, People’s Republic of China
| | - Dousheng Bai
- Department of Hepatobiliary Surgery, Clinical Medical College, Yangzhou University, Yangzhou, People’s Republic of China
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, People’s Republic of China
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21
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Xiang J, Liu C, He Q, He P, Dong W. Comprehensive analysis of immunogenic cell death associated genes expression, tumor microenvironment, and prognosis in hepatocellular carcinoma. Front Pharmacol 2023; 14:1122011. [PMID: 36998605 PMCID: PMC10045985 DOI: 10.3389/fphar.2023.1122011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 03/06/2023] [Indexed: 03/15/2023] Open
Abstract
Background: Immunogenic cell death (ICD) plays an important role in the development of cancers. This study attempted to explore the role of ICD in the prognosis of hepatocellular carcinoma (HCC).Methods: Gene expression and clinical data were downloaded from The Cancer Genome Alas and Gene Expression Omnibus dataset. The immune/stromal/Estimate scores of the tumor microenvironment (TME) were calculated by ESTIMATE and CIBERSORT algorithms. Kaplan-Meier analysis, functional enrichment analysis, least absolute shrinkage and selection operator (LASSO) analysis, and univariate and multivariate Cox regression analysis were used for prognostic gene screening and prognostic model construction. The correlation of immune cell infiltration and risk scores was analyzed as well. Molecular docking was used to explore the relevance of related genes to anti-cancer drugs.Results: Ten ICD associated differentially expressed genes in HCC were found, and all of them had good predictive ability for HCC. ICD gene high amount of expression group was associated with poor prognosis (p = 0.015). The TME, immune cell infiltration and gene expression were different between ICD high and low groups (all p < 0.05). Six ICD associated genes (BAX, CASP8, IFNB1, LY96, NT5E and PIK3CA) which could predict the survival status were identified and used to construct the prognostic model for HCC. A risk score was calculated and it could be used as an independent prognostic factor in HCC patients (p < 0.001). In addition, the risk score had a positive correlation with macrophage M0 (r = 0.33, p = 0.0086). Molecular docking indicated that sorafenib could bind strongly to the target protein, representing that sorafenib may exert anticancer effects through these six ICD associated genes.Conclusion: This study established a prognostic model including six ICD associated genes for HCC, which may deepen our understanding of ICD and guide therapy for HCC patients.
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Affiliation(s)
- Jiankang Xiang
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Chuan Liu
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Qingmin He
- Henan Key Laboratory of Helicobacter Pylori and Microbiota and Gastrointestinal Cancer, Marshall Medical Research Center, the Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Pengzhan He
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Weiguo Dong
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China
- *Correspondence: Weiguo Dong,
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22
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Esparza-Trujillo JA, Pritchard WF, Mauda-Havakuk M, Starost MF, Wakim P, Zeng J, Mikhail AS, Bakhutashvili I, Wood BJ, Karanian JW. Imaging and Pathologic Evaluation of Cryoablation of Woodchuck ( Marmota monax) Hepatocellular Carcinoma. Comp Med 2023; 73:127-133. [PMID: 36914240 PMCID: PMC10162372 DOI: 10.30802/aalas-cm-22-000092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 10/30/2022] [Accepted: 12/10/2022] [Indexed: 03/16/2023]
Abstract
We characterized cryoablation as a mode of clinical intervention in adult woodchucks with hepatocellular carcinoma (HCC). Woodchucks (n = 4) were infected with woodchuck hepatitis virus at birth and developed LI-RADS-5 hypervascular HCC. At 21 mo of age, they underwent ultrasound (US), contrast-enhanced CT (CECT) imaging, and US-guided subtotal cryoablation (IcePearl 2.1 CX, Galil, BTG) of their largest tumor (Mean HCC volume of 49 ± 9 cm³). Cryoablation was performed using two 10-min freeze cycles, each followed by an 8-min thaw cycle. The first woodchuck developed significant hemorrhage after the procedure and was euthanized. In the other 3 woodchucks, the probe track was cauterized and all 3 completed the study. Fourteen days after ablation, CECT was performed, and woodchucks were euthanized. Explanted tumors were sectioned using subject-specific, 3D-printed cutting molds. Initial tumor volume, the size of the cryoablation ice ball, gross pathology and hematoxylin and eosin-stained tissue sections were evaluated. On US, the edges of the solid ice balls were echogenic with dense acoustic shadowing and average dimensions of 3.1 ± 0.5 × 2.1 ± 0.4 cm and cross-sectional area of 4.7 ± 1.0 cm². On day 14 after cryoablation, CECT of the 3 woodchucks showed devascularized hypo-attenuating cryolesions with dimensions of 2.8 ± 0.3 × 2.6 ± 0.4 × 2.93 ± 0.7 cm and a cross sectional area of 5.8 ± 1.2 cm². Histopathologic evaluation showed hemorrhagic necrosis with a central amorphous region of coagulative necrosis surrounded by a rim of karyorrhectic debris. A rim of approximately 2.5 mm of coagulative necrosis and fibrous connective tissue clearly demarcated the cryolesion from adjacent HCC. Partial cryoablation of tumors produced coagulative necrosis with well-defined ablation margins at 14 d. Cauterization appeared to prevent hemorrhage after cryoablation of hypervascular tumors. Our findings indicate that woodchucks with HCC may provide a predictive preclinical model for investigating ablative modalities and developing new combination therapies.
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Affiliation(s)
| | - William F Pritchard
- Center for Interventional Oncology, Radiology & Imaging Sciences, Clinical Center
| | - Michal Mauda-Havakuk
- Center for Interventional Oncology, Radiology & Imaging Sciences, Clinical Center
| | | | - Paul Wakim
- Biostatistics and Clinical Epidemiology Service, Clinical Center, National Institutes of Health, Bethesda, Maryland
| | - Johnathan Zeng
- Center for Interventional Oncology, Radiology & Imaging Sciences, Clinical Center
| | - Andrew S Mikhail
- Center for Interventional Oncology, Radiology & Imaging Sciences, Clinical Center
| | - Ivane Bakhutashvili
- Center for Interventional Oncology, Radiology & Imaging Sciences, Clinical Center
| | - Bradford J Wood
- Center for Interventional Oncology, Radiology & Imaging Sciences, Clinical Center
- Center for Cancer Research, and
| | - John W Karanian
- Center for Interventional Oncology, Radiology & Imaging Sciences, Clinical Center
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23
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Correlation of serum chemokine 14 with Barcelona Clinic Liver Cancer Stage, Lymphocyte Profile, and Response to Transarterial Chemoembolization in Patients with Hepatocellular Carcinoma. J Vasc Interv Radiol 2023; 34:991-998. [PMID: 36739086 DOI: 10.1016/j.jvir.2023.01.032] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 01/14/2023] [Accepted: 01/26/2023] [Indexed: 02/05/2023] Open
Abstract
PURPOSE To investigate the clinical relevance of serum chemokine 14 (sCCL14) in patients with hepatocellular carcinoma (HCC) and the effect of transarterial chemoembolization (TACE) on the expression level of sCCL14 and the immune microenvironment. MATERIALS AND METHODS In this prospective single-center observational study, 52 patients with HCC were recruited from January 2019 to December 2021, their clinical data and blood samples were collected, and the relationship between sCCL14 and progression-free survival (PFS) and TACE treatment response was analyzed. RESULTS Among the 52 patients with HCC (Barcelona Clinic Liver Cancer [BCLC] Stage A, 25.0%; BCLC Stage B, 44.2%; and BCLC Stage C, 30.8%), patients with BCLC Stage C HCC had significantly lower sCCL14 levels than those of patients with BCLC Stages A and B HCC (P = .001). sCCL14 levels were significantly higher in the first week after treatment than before TACE treatment (P = .024). Baseline sCCL14 levels in patients who showed complete response after TACE treatment were significantly higher than those in other groups, and lower baseline sCCL14 values were associated with shorter PFS times. Multivariate Cox regression analysis showed that sCCL14 level (hazard ratio, 1.855; 95% CI, 1.039-3.311; P = .037) was an independent prognostic factor of PFS. sCCL14 levels negatively correlated with the proportion of B lymphocytes and regulatory T cells in circulating blood and positively correlated with the absolute T-lymphocyte count. CONCLUSIONS sCCL14 may be a predictive biomarker of TACE effectiveness. Further studies are needed to validate and outline the role of combination immunotherapy.
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24
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Li W, Wu R, Zhang S, Zhao Y, Li L, Hu Z, Su Q, Mang Y, Zhang X, Dong Y, Zheng K, Ran J, Li L. Analysis of angiogenesis-related subtypes of hepatocellular carcinoma and tumor microenvironment infiltration feature in hepatocellular carcinoma. CLINICAL & TRANSLATIONAL ONCOLOGY : OFFICIAL PUBLICATION OF THE FEDERATION OF SPANISH ONCOLOGY SOCIETIES AND OF THE NATIONAL CANCER INSTITUTE OF MEXICO 2023:10.1007/s12094-023-03084-x. [PMID: 36708372 DOI: 10.1007/s12094-023-03084-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 01/09/2023] [Indexed: 01/29/2023]
Abstract
PURPOSE Hepatocellular carcinoma (HCC) is a highly vascularized tumor, and angiogenesis plays an important role in its progression. However, the role of angiogenesis in cell infiltration in the tumor microenvironment (TME) remains unclear. METHODS We evaluated the associations of 35 angiogenesis-related genes (ARGs) with the clinicopathological features of 816 HCC patients. In addition, we assessed the associations between the ARGs and TME cell infiltration. A nomogram was constructed to determine the prognostic value of ARGs for HCC. The ARG score was used to distinguish angiogenic subtypes of HCC, and its usefulness for predicting the prognosis and treatment response of HCC patients was evaluated. RESULTS We distinguished three ARG clusters differing in terms of TME cell infiltration, immune cell activation status, clinicopathological features, and clinical outcomes. There were significant associations of ARG expression with tumor immunity, the epithelial-mesenchymal transition (EMT), and transforming growth factor-β expression. An ARG score model was constructed to generate a risk score for each patient based on differentially expressed genes between clusters. Furthermore, a high ARG score was associated with high expression of CTLA-4 and PD-L1/PD-1, and a low Tumor Immune Dysfunction and Exclusion score, indicating the usefulness of the ARG score for selecting patients for immunotherapy. Considering the relationship between ARGs and tumor immunity, immunotherapy combined with vascular-targeted therapy may be the best treatment for HCC. CONCLUSIONS ARGs play an important role in TME diversity and complexity in HCC patients. The ARG score of HCC predicts TME invasion and can guide immunotherapy.
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Affiliation(s)
- Wang Li
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Ruichao Wu
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Shengning Zhang
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Yingpeng Zhao
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Laibang Li
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Zongqiang Hu
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Qiuming Su
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Yuanyi Mang
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Xibing Zhang
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Yun Dong
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Kepu Zheng
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Jianghua Ran
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China.
| | - Li Li
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China.
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25
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Costante F, Stella L, Santopaolo F, Gasbarrini A, Pompili M, Asselah T, Ponziani FR. Molecular and Clinical Features of Hepatocellular Carcinoma in Patients with HBV-HDV Infection. J Hepatocell Carcinoma 2023; 10:713-724. [PMID: 37128594 PMCID: PMC10148646 DOI: 10.2147/jhc.s384751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 04/06/2023] [Indexed: 05/03/2023] Open
Abstract
Hepatitis D virus (HDV) infection affects more than 10 million people worldwide, with an estimated prevalence of nearly 4.5% among HBsAg-positive individuals. Epidemiological studies have shown a significant increase in the prevalence of hepatocellular carcinoma (HCC) in patients with chronic HDV infection compared to those with chronic hepatitis B virus (HBV) mono-infection. Despite the clinical findings, data on molecular oncogenic mechanisms are limited and fragmentary. Moreover, the role of HDV in promoting the development of HCC has so far been controversial, because it is difficult to weigh the respective contributions of the two viruses. In this review, we focused on the direct oncogenic action of HDV, its role in modifying the tumor microenvironment, and the genetic signature of HDV-related HCC, comparing these features with HBV-related HCC.
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Affiliation(s)
- Federico Costante
- Internal Medicine and Gastroenterology - Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, 00168, Italy
| | - Leonardo Stella
- Internal Medicine and Gastroenterology - Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, 00168, Italy
| | - Francesco Santopaolo
- Internal Medicine and Gastroenterology - Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, 00168, Italy
- Department of Translational Medicine and Surgery, Catholic University, Rome, 00168, Italy
| | - Antonio Gasbarrini
- Internal Medicine and Gastroenterology - Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, 00168, Italy
- Department of Translational Medicine and Surgery, Catholic University, Rome, 00168, Italy
| | - Maurizio Pompili
- Internal Medicine and Gastroenterology - Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, 00168, Italy
- Department of Translational Medicine and Surgery, Catholic University, Rome, 00168, Italy
| | - Tarik Asselah
- Service d’Hépatologie, Hôpital Beaujon UMR 1149 Inserm - Université de Paris, Clichy, France
| | - Francesca Romana Ponziani
- Internal Medicine and Gastroenterology - Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, 00168, Italy
- Department of Translational Medicine and Surgery, Catholic University, Rome, 00168, Italy
- Correspondence: Francesca Romana Ponziani; Federico Costante, Internal Medicine and Gastroenterology - Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo Francesco Vito 1, Rome, 00168, Italy, Tel +390630156264, Email ;
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Li G, Xu S, Yang S, Wu C, Zhang L, Wang H. An immune infiltration-related long non-coding RNAs signature predicts prognosis for hepatocellular carcinoma. Front Genet 2022; 13:1029576. [PMID: 36568382 PMCID: PMC9773198 DOI: 10.3389/fgene.2022.1029576] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Accepted: 11/28/2022] [Indexed: 12/13/2022] Open
Abstract
Background: With a high incidence and dismal survival rate, hepatocellular carcinoma (HCC) tops the list of the world's most frequent malignant tumors. Immunotherapy is a new approach to cancer treatment, and its effect on prolonging overall survival (OS) varies from patient to patient. For a more effective prognosis and treatment of HCC, we are committed to identifying immune infiltration-related long non-coding RNAs (IIRLs) with prognostic value in hepatocellular carcinoma. Methods: In our study, we calculated immune scores of 369 hepatocellular carcinoma samples from the Cancer Genome Atlas (TCGA) database by using an estimation algorithm, and obtained long non-coding RNAs (lncRNAs) associated with immune infiltration by using Weighted Gene Co-expression Network analysis (WGCNA). For training cohort, univariate Cox, least absolute shrinkage and selection operator (Lasso) and multivariate Cox regression analysis were used to determine prognostic IIRLs, we established a prognostic IIRLs signature. By testing cohort and entire cohort, we confirmed that the signature is practical. The prognosis of people with different clinicopathological stages and risk scores were predicted by the nomogram we constructed. In addition, Immune cell infiltration analysis and prediction of therapeutic drugs were performed. Results: 93 IIRLs were obtained by WGCNA. Furthermore, the prognostic value of these IIRLs were evaluated by using univariate Cox, Lasso and multivariate Cox analysis. Four IIRLs were used to create a signature with a prognosis. Time-related receiver operating characteristic (ROC) curve revealed that this model had an acceptable prognostic value for HCC patients. By using univariate and multivariate Cox regression analysis, this risk score has been shown to be an independent prognostic factor for HCC. The nomogram we made showed good predictions. Except for that, the treatment with immune checkpoint inhibitors (ICI) was likely to be more effective for low-risk patients. Conclusion: Based on four IIRLs, a prognostic signature was created in this research showed good accuracy in predicting OS. This study also provided valuable references for Immunotherapy of hepatocellular carcinoma.
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Affiliation(s)
- Gen Li
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China
| | - Shaodian Xu
- Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Shuai Yang
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China
| | - Cong Wu
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China
| | - Liangliang Zhang
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China
| | - Hongbing Wang
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China,*Correspondence: Hongbing Wang,
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Han HT, Jin WL, Li X. Mesenchymal stem cells-based therapy in liver diseases. MOLECULAR BIOMEDICINE 2022; 3:23. [PMID: 35895169 PMCID: PMC9326420 DOI: 10.1186/s43556-022-00088-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 06/20/2022] [Indexed: 12/24/2022] Open
Abstract
Multiple immune cells and their products in the liver together form a complex and unique immune microenvironment, and preclinical models have demonstrated the importance of imbalances in the hepatic immune microenvironment in liver inflammatory diseases and immunocompromised liver diseases. Various immunotherapies have been attempted to modulate the hepatic immune microenvironment for the purpose of treating liver diseases. Mesenchymal stem cells (MSCs) have a comprehensive and plastic immunomodulatory capacity. On the one hand, they have been tried for the treatment of inflammatory liver diseases because of their excellent immunosuppressive capacity; On the other hand, MSCs have immune-enhancing properties in immunocompromised settings and can be modified into cellular carriers for targeted transport of immune enhancers by genetic modification, physical and chemical loading, and thus they are also used in the treatment of immunocompromised liver diseases such as chronic viral infections and hepatocellular carcinoma. In this review, we discuss the immunological basis and recent strategies of MSCs for the treatment of the aforementioned liver diseases. Specifically, we update the immune microenvironment of the liver and summarize the distinct mechanisms of immune microenvironment imbalance in inflammatory diseases and immunocompromised liver diseases, and how MSCs can fully exploit their immunotherapeutic role in liver diseases with both immune imbalance patterns.
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Liu C, Pu M, Ma Y, Wang C, Kong L, Zhang S, Zhao X, Lian X. Intra-tumor heterogeneity and prognostic risk signature for hepatocellular carcinoma based on single-cell analysis. Exp Biol Med (Maywood) 2022; 247:1741-1751. [PMID: 36330895 PMCID: PMC9638959 DOI: 10.1177/15353702221110659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Intra-tumor heterogeneity poses a serious challenge in the treatment of cancer, including hepatocellular carcinoma (HCC). Recent developments in single-cell RNA sequencing (scRNA-seq) make it possible to examine the heterogeneity of tumor cells. The Gene Expression Omnibus (GEO) database was retrieved to obtain scRNA-seq data of 13 HCC and 8 para cancer samples, and the cells were clustered using FindNeighbors and FindClusters functions. Cell subsets were defined using the "Enricher" function of the clusterProfiler package. Monocle was used to predict cell developmental trajectory. The LIMMA package included in the R program was utilized to detect differentially expressed genes (DEGs) between HCC and paracancerous tissues. Univariate Cox analysis and Least Absolute and Selection Operator (Lasso) Cox regression analysis were conducted to establish a risk assessment model. Thirteen cell subpopulations were identified from the sequencing data of 64,634 single cells. Four cell subgroups (dendritic cells, hepatocytes, liver bud hepatic cells, and liver progenitor cells) in tumor tissues were highly enriched. Between HCC and para cancer tissues, 3024 DEGs were identified, and 641 were specific markers of four cell subgroups. To develop a prognostic risk model, 9 genes among the 641 genes were selected. In the training and validation sets, the model demonstrated a higher 5-year AUC and independently served as a prognostic marker as confirmed by multivariate and univariate Cox analyses. This study revealed the characteristics of different cell subpopulations of immune cells and tumor cells from the HCC microenvironment. We established a novel nine-gene prognostic model to determine the death risk of HCC patients. The discoveries in this research improved the current knowledge of HCC heterogeneity and may inspire future research.
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Affiliation(s)
- Chengli Liu
- Department of Hepatobiliary Surgery, Air Force Medical Center, Air Force Clinical College (Air Force Medical Center) of Anhui Medical University, Beijing 100142, China,Chengli Liu.
| | - Meng Pu
- Department of Hepatobiliary Surgery, Air Force Medical Center, Beijing 100142, China
| | - Yingbo Ma
- Department of Hepatobiliary Surgery, Standardized Residency Training Base, Air Force Medical Center, Beijing 100142, China
| | - Cheng Wang
- Department of Hepatobiliary Surgery, Air Force Medical Center, Beijing 100142, China
| | - Linghong Kong
- Department of Hepatobiliary Surgery, Air Force Medical Center, Beijing 100142, China
| | - Shuhan Zhang
- Department of Hepatobiliary Surgery, Air Force Medical Center, Beijing 100142, China
| | - Xuying Zhao
- Department of Hepatobiliary Surgery, Standardized General Surgery Specialists Training Base, Air Force Medical Center, Beijing 100142, China
| | - Xiaopeng Lian
- Department of Hepatobiliary Surgery, Standardized General Surgery Specialists Training Base, Air Force Medical Center, Beijing 100142, China
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Peng Q, Huang H, Zhu C, Hou Q, Wei S, Xiao Y, Zhang Z, Sun X. CDC20 May Serve as a Potential Biomarker-Based Risk Score System in Predicting the Prognosis of Patients with Hepatocellular Carcinoma. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2022; 2022:8421813. [PMID: 36193067 PMCID: PMC9526619 DOI: 10.1155/2022/8421813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 08/12/2022] [Accepted: 08/20/2022] [Indexed: 11/17/2022]
Abstract
Background The specificity and sensitivity of hepatocellular carcinoma (HCC) diagnostic markers are limited, hindering the early diagnosis and treatment of HCC patients. Therefore, improving prognostic biomarkers for patients with HCC is urgently needed. Methods HCC-related datasets were downloaded from the public databases. Differentially expressed genes (DEGs) between HCC and adjacent nontumor liver tissues were then identified. Moreover, the intersection of DEGs in four datasets (GSE138178, GSE77509, GSE84006, and TCGA) was used in the functional enrichment, and module genes were obtained by a coexpression network. Cox and Kaplan-Meier analyses were used to identify overall survival- (OS-) related genes from module genes. Area under the curve (AUC) > 0.9 of OS-related genes was then carried out in order to perform the protein-protein interaction network. The feature genes were identified by least absolute shrinkage and selection operator (LASSO). Furthermore, the hub gene was identified through the univariate Cox model, after which the correlation analysis between the hub gene and pathways was explored. Finally, infiltration in immune cell types in HCC was analyzed. Results A total of 2,227 upregulated genes and 1,501 downregulated DEGs were obtained in all four datasets, which were mainly found to be involved in the cell cycle and retinol metabolism. Accordingly, 998 OS-related genes were screened to construct the LASSO model. Finally, 8 feature genes (BUB1, CCNB1, CCNB2, CCNA2, AURKB, CDC20, OIP5, and TTK) were obtained. CDC20 was shown to serve as a poor prognostic gene in HCC and was mainly involved in the cell cycle. Moreover, a positive correlation was noted between the high degree of infiltration with Th2 and CDC20. Conclusion High expression of CDC20 predicted poor survival, as potential target in the treatment for HCC.
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Affiliation(s)
- Qiliu Peng
- Department of Clinical Laboratory, The Fifth Affiliated Hospital of Guangxi Medical University, Nanning, China
- Department of Clinical Laboratory, Guangxi International Zhuang Medicine Hospital, Nanning, 530201 Guangxi, China
| | - Hai Huang
- Department of Hepatobiliary Surgery, Guangxi Medical University Affiliated Wuming Hospital, Nanning 530199, China
| | - Chunling Zhu
- Department of Clinical Laboratory, Guangxi International Zhuang Medicine Hospital, Nanning, 530201 Guangxi, China
| | - Qingqing Hou
- Department of Spine Surgery, The Fifth Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Shangmou Wei
- Department of Clinical Laboratory, Guangxi International Zhuang Medicine Hospital, Nanning, 530201 Guangxi, China
| | - Yi Xiao
- Departments of Hepatobiliary Surgery, The Fifth Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Zhi Zhang
- Departments of Hepatobiliary Surgery, The Fifth Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xing Sun
- Departments of Hepatobiliary Surgery, The Fifth Affiliated Hospital of Guangxi Medical University, Nanning, China
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Xiao J, Liu T, Liu Z, Xiao C, Du J, Zuo S, Li H, Gu H. A Differentiation-Related Gene Prognostic Index Contributes to Prognosis and Immunotherapy Evaluation in Patients with Hepatocellular Carcinoma. Cells 2022; 11:cells11152302. [PMID: 35892599 PMCID: PMC9367442 DOI: 10.3390/cells11152302] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 07/14/2022] [Accepted: 07/21/2022] [Indexed: 12/04/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common gastrointestinal tumor with a poor prognosis, which is associated with poor differentiation of tumor cells. However, the potential value of cell differentiation-related molecules in predicting the benefit and prognosis of immune checkpoint inhibitors (ICI) therapy remains unknown. Herein, to investigate the differentiation trajectory of HCC cells and their clinical significance, a differentiation-related gene prognostic index (DRGPI) based on HCC differentiation-related genes (HDRGs) was constructed to elucidate the immune characteristics and therapeutic benefits of ICI in the HCC subgroup defined by DRGPI. Single-cell RNA sequencing (scRNA-seq) and bulk RNA-seq data from four HCC samples were integrated for bioinformatics analysis. Then, PON1, ADH4, SQSTM1, HSP90AA1, and STMN1 were screened out to construct a DRGPI. More intriguingly, RT-qPCR validation of the expression of these genes yielded consistent results with the TCGA database. Next, the risk scoring (RS) constructed based on DRGPI suggested that the overall survival (OS) of the DRGPI-high patients was significantly worse than that of the DRGPI-low patients. A nomogram was constructed based on DRGPI-RS and clinical characteristics, which showed strong predictive performance and high accuracy. The comprehensive results indicated that a low DRGPI score was associated with low TP53 mutation rates, high CD8 T cell infiltration, and more benefit from ICI therapy. Homoplastically, the high DRGPI score reflected the opposite results. Taken together, our study highlights the significance of HCC cell differentiation in predicting prognosis, indicating immune characteristics, and understanding the therapeutic benefits of ICI, and suggests that DRGPI is a valuable prognostic biomarker for HCC.
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Affiliation(s)
- Jingjing Xiao
- School of Clinical Medicine, Guizhou Medical University, Guiyang 550000, China; (J.X.); (T.L.); (C.X.); (J.D.); (S.Z.); (H.L.)
- Department of Hepatobiliary Surgery, Guizhou Provincial People’s Hospital, Guiyang 550002, China;
- Department of Pediatric Surgery, The Affiliated Hospital of Guizhou Medical University, Guiyang 550000, China
| | - Tao Liu
- School of Clinical Medicine, Guizhou Medical University, Guiyang 550000, China; (J.X.); (T.L.); (C.X.); (J.D.); (S.Z.); (H.L.)
- Department of Hepatobiliary Surgery, The Central Hospital of Enshi Tujia and Miao Autonomous Prefecture, Enshi 445000, China
| | - Zhenhua Liu
- Department of Hepatobiliary Surgery, Guizhou Provincial People’s Hospital, Guiyang 550002, China;
| | - Chuan Xiao
- School of Clinical Medicine, Guizhou Medical University, Guiyang 550000, China; (J.X.); (T.L.); (C.X.); (J.D.); (S.Z.); (H.L.)
| | - Jun Du
- School of Clinical Medicine, Guizhou Medical University, Guiyang 550000, China; (J.X.); (T.L.); (C.X.); (J.D.); (S.Z.); (H.L.)
- Department of Pediatric Surgery, The Affiliated Hospital of Guizhou Medical University, Guiyang 550000, China
| | - Shi Zuo
- School of Clinical Medicine, Guizhou Medical University, Guiyang 550000, China; (J.X.); (T.L.); (C.X.); (J.D.); (S.Z.); (H.L.)
- Department of Hepatobiliary Surgery, Affiliated Hospital of Guizhou Medical University, Guiyang 550000, China
| | - Haiyang Li
- School of Clinical Medicine, Guizhou Medical University, Guiyang 550000, China; (J.X.); (T.L.); (C.X.); (J.D.); (S.Z.); (H.L.)
- Department of Hepatobiliary Surgery, Affiliated Hospital of Guizhou Medical University, Guiyang 550000, China
| | - Huajian Gu
- School of Clinical Medicine, Guizhou Medical University, Guiyang 550000, China; (J.X.); (T.L.); (C.X.); (J.D.); (S.Z.); (H.L.)
- Department of Pediatric Surgery, The Affiliated Hospital of Guizhou Medical University, Guiyang 550000, China
- Correspondence: ; Tel.: +86-851-8677-2723
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Liu Y, Zhang L, Ju X, Wang S, Qie J. Single-Cell Transcriptomic Analysis Reveals Macrophage–Tumor Crosstalk in Hepatocellular Carcinoma. Front Immunol 2022; 13:955390. [PMID: 35958556 PMCID: PMC9359093 DOI: 10.3389/fimmu.2022.955390] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Accepted: 06/09/2022] [Indexed: 01/01/2023] Open
Abstract
As one of the most malignant cancer, hepatocellular carcinoma (HCC) has a complex ecosystem featured by high heterogeneity. Cell crosstalk is demonstrated to be critical for HCC development. However, the cell communication orchestration in HCC remains largely unknown. Here, by analyzing the single-cell transcriptomes of the primary tumor tissues (n = 10) and tumor-adjacent tissues (n = 8) derived from 10 patients with HCC, we found that the proportions of plasmacytoid dendritic cells (pDCs) and natural killer (NK) cells were reduced and that the proportion of macrophages was increased in the immune component of the primary tumor, compared with those in the tumor-adjacent tissue. Furthermore, we found widespread communication between macrophage populations and other cell types, and this communication was remarkably strengthened in the primary tumor, especially with HCC malignant cells. In addition, the SPP1–CD44 axis was identified as a unique interaction between macrophages and HCC malignant cells. Our comprehensive portrait of cell communication patterns over the HCC ecosystem reveals further insights into immune infiltration.
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Affiliation(s)
- Yunhe Liu
- Department of Clinical Laboratory Medicine, Shanghai Fifth People’s Hospital, Fudan University and Institute of Biomedical Sciences, Fudan University, Shanghai, China
| | - Lin Zhang
- Center of Emergency and Intensive Care Unit, Jinshan Hospital, Fudan University, Shanghai, China
| | - Xinyi Ju
- STEM Club, Pinetree Secondary School, British Columbia, Canada
| | - Sheng Wang
- Department of Clinical Laboratory Medicine, Shanghai Fifth People’s Hospital, Fudan University and Institute of Biomedical Sciences, Fudan University, Shanghai, China
| | - Jingbo Qie
- Department of Clinical Laboratory Medicine, Shanghai Fifth People’s Hospital, Fudan University and Institute of Biomedical Sciences, Fudan University, Shanghai, China
- *Correspondence: Jingbo Qie,
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Zhao J, Guo J, Wang Y, Ma Q, Shi Y, Cheng F, Lu Q, Fu W, Ouyang G, Zhang J, Xu Q, Hu X. Research Progress of DUB Enzyme in Hepatocellular Carcinoma. Front Oncol 2022; 12:920287. [PMID: 35875077 PMCID: PMC9303014 DOI: 10.3389/fonc.2022.920287] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Accepted: 05/24/2022] [Indexed: 11/13/2022] Open
Abstract
According to GLOBOCAN 2021 cancer incidence and mortality statistics compiled by the International Agency for Research on Cancer, hepatocellular carcinoma (HCC) is the most common malignancy in the human liver and one of the leading causes of cancer death worldwide. Although there have been great advances in the treatment of HCC, such as regofenib, sorafenib, and lomvatinib, which have been developed and approved for the clinical treatment of advanced or metastatic HCC. However, they only prolong survival by a few months, and patients with advanced liver cancer are susceptible to tumor invasion metastasis and drug resistance. Ubiquitination modification is a type of post-translational modification of proteins. It can affect the physiological activity of cells by regulating the localization, stability and activity of proteins, such as: gene transcription, DNA damage signaling and other pathways. The reversible process of ubiquitination is called de-ubiquitination: it is the process of re-releasing ubiquitinated substrates with the participation of de-ubiquitinases (DUBs) and other active substances. There is growing evidence that many dysregulations of DUBs are associated with tumorigenesis. Although dysregulation of deuquitinase function is often found in HCC and other cancers, The mechanisms of action of many DUBs in HCC have not been elucidated. In this review, we focused on several deubiquitinases (DUBs) associated with hepatocellular carcinoma, including their structure, function, and relationship to hepatocellular carcinoma. hepatocellular carcinoma was highlighted, as well as the latest research reports. Among them, we focus on the USP family and OTU family which are more studied in the HCC. In addition, we discussed the prospects and significance of targeting DUBs as a new strategy for the treatment of hepatocellular carcinoma. It also briefly summarizes the research progress of some DUB-related small molecule inhibitors and their clinical application significance as a treatment for HCC in the future.
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Affiliation(s)
- Jie Zhao
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, China
- Laboratory of Tumor Molecular Diagnosis and Individualized Medicine of Zhejiang Province, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, China
| | - Jinhui Guo
- Qingdao Medical College, Qingdao University, Qingdao, China
| | - Yanan Wang
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, China
| | - Qiancheng Ma
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, China
| | - Yu Shi
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, China
| | - Feng Cheng
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, China
| | - Qiliang Lu
- Qingdao Medical College, Qingdao University, Qingdao, China
| | - Wen Fu
- Qingdao Medical College, Qingdao University, Qingdao, China
| | | | - Ji Zhang
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, China
| | - Qiuran Xu
- Laboratory of Tumor Molecular Diagnosis and Individualized Medicine of Zhejiang Province, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, China
- *Correspondence: Xiaoge Hu, ; Qiuran Xu,
| | - Xiaoge Hu
- Department of Hepatobiliary and Pancreatic Surgery, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical CollegeHangzhou, China
- The Key Laboratory of Tumor Molecular Diagnosis and Individualized Medicine of Zhejiang Province, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, China
- *Correspondence: Xiaoge Hu, ; Qiuran Xu,
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A New Inflammation-Related Risk Model for Predicting Hepatocellular Carcinoma Prognosis. BIOMED RESEARCH INTERNATIONAL 2022; 2022:5396128. [PMID: 35572724 PMCID: PMC9098315 DOI: 10.1155/2022/5396128] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 04/20/2022] [Indexed: 01/15/2023]
Abstract
Background Hepatocellular carcinoma (HCC) is characterized by a poor prognosis. Inflammation has a vital role in the formation and development of HCC. However, the prediction of HCC prognosis using inflammation-related genes (IRGs) remains elusive. In this study, we constructed a new IRG risk model to predict the HCC prognosis. Results HCC-related RNA expression profiles and their corresponding clinical data were downloaded from TCGA and ICGC databases to explore the IRGs' predicting ability. Seven hundred thirty-seven IRGs from GeneCards were used as candidate genes to construct the model. The associations of overall survival (OS) with IRGs were evaluated using the log-rank test and univariate Cox analysis, and 32 out of 737 IRGs showed predicting the potential for HCC prognosis. These IRGs were further analyzed using the least absolute shrinkage and selection operator (LASSO) and multivariate Cox analyses. Finally, 6 IRGs were included in an IRG risk model. Based on the cut-off of the risk score calculated according to the IRG risk model, HCC samples were divided into the high-risk and the low-risk groups. The OS of patients was lower in the high-risk group than in the low-risk group (P < 0.05). The area under the receiver operating characteristic curve (AUC) of the risk score was 0.78 for 3-year survival. Univariate Cox and multivariate Cox analyses revealed that the risk score was an independent risk factor for HCC prognosis. The KEGG and GO enrichment analysis results further showed that the risk scores were closely related to inflammatory and immune pathways. In addition, the ssGSEA demonstrated that several immune cells and some immune-related pathways were negatively correlated with the risk score. Conclusions The new IRG risk score was an independent risk factor for HCC prognosis and could be used to assess the immune status of the HCC microenvironment.
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Gu Z, Du Y, Zhao X, Wang C. Diagnostic, Therapeutic, and Prognostic Value of the m 6A Writer Complex in Hepatocellular Carcinoma. Front Cell Dev Biol 2022; 10:822011. [PMID: 35223847 PMCID: PMC8864226 DOI: 10.3389/fcell.2022.822011] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 01/25/2022] [Indexed: 12/11/2022] Open
Abstract
Hepatocellular carcinoma (HCC) has poor prognosis and is usually diagnosed only at an advanced stage. Identification of novel biomarkers is critical to early diagnosis and better prognosis for HCC patients. N6-methyladenosine (m6A) RNA methylation regulators play important roles in the development of many tumors. However, the m6A writer complex, a key executor of m6A methylation modification, has not been independently investigated, and its specific bioinformatics analysis has not yet been performed in HCC. In this study, we used multiple public databases to evaluate the diagnostic, therapeutic, and prognostic value of the m6A writers in HCC. The results showed that expression levels of METTL3, VIRMA and CBLL1 were significantly increased, while expression levels of METTL14 and ZC3H13 were significantly decreased in HCC, which was closely related to clinicopathological factors, such as tumor stage and prognosis. Bioinformatics further explored the possible underlying mechanisms by which the m6A writer complex are involved in activation of tumor-promoting pathways and/or inhibition of tumor-suppressing pathways, including apoptosis, cell cycle, DNA damage response and EMT. Furthermore, we showed that the m6A writer complex is correlated with immune cell infiltration and immunoregulator expression in HCC. In conclusion, the m6A writer complex may represent a promising biomarker and target that can guide targeted therapy or immunotherapy for HCC patients.
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Affiliation(s)
- Zongting Gu
- Department of Abdominal Surgery, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yongxing Du
- Department of Abdominal Surgery, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xueping Zhao
- School of Life Science and Biopharmaceutical, Shenyang Pharmaceutical University, Shenyang, China
| | - Chengfeng Wang
- Department of Abdominal Surgery, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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