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Wu J, Liu X, Huang S, Liu W. Identification of a Cancer Stem Cell-Related Gene Signature in Hepatocellular Carcinoma Based on Single-Cell RNA-Seq and Bulk RNA-Seq Analysis. Int J Mol Sci 2025; 26:2933. [PMID: 40243557 PMCID: PMC11988464 DOI: 10.3390/ijms26072933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2025] [Revised: 03/20/2025] [Accepted: 03/21/2025] [Indexed: 04/18/2025] Open
Abstract
Cancer stem cells (CSCs) are a heterogeneous group of tumor cells that play a significant role in tumorigenesis, therapeutic resistance, and recurrence in liver hepatocellular carcinoma (LIHC). This study combines clinical data sets from The Cancer Genome Atlas (TCGA) and the International Cancer Genome Consortium (ICGC) with bulk RNA sequencing data. This study also features the GSE156625 single-cell RNA sequencing (scRNA) data set from the GEO to explore the prognostic significance of CSC biomarkers (BCSCs) in LIHC. In this research, we introduce a developed prognostic risk model that relies on nine specific BCSCs, including ADM, CCL5, CD274, DLGAP5, HOXD9, IGF1, S100A9, SOCS2, and TNFRSF11B. It was found that high-risk patients experience shorter overall survival rates when compared to low-risk patients. Additionally, the study characterized the composition of immune cells within the tumor microenvironment (TME) and revealed significant variations in gene-expression levels and mutation rates between different risk groups. The model suggests that liver cancer progression might be driven by immune evasion independent of PD-L1 and highlights the potential of the low-risk BCSC group being sensitive to various treatments. Our findings offer a promising foundation for personalized LIHC therapy and highlight the need for further experimental validation of the roles of these CSCs in disease progression.
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Affiliation(s)
- Jing Wu
- Medical School, Hubei Minzu University, Enshi 445000, China; (X.L.); (S.H.)
| | - Xu Liu
- Medical School, Hubei Minzu University, Enshi 445000, China; (X.L.); (S.H.)
| | - Sheng Huang
- Medical School, Hubei Minzu University, Enshi 445000, China; (X.L.); (S.H.)
| | - Wei Liu
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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2
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Han H, Zhao Z, He M, Guan G, Cao J, Li T, Han B, Zhang B. Global research trends in the tumor microenvironment of hepatocellular carcinoma: insights based on bibliometric analysis. Front Immunol 2024; 15:1474869. [PMID: 39411719 PMCID: PMC11473330 DOI: 10.3389/fimmu.2024.1474869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Accepted: 09/13/2024] [Indexed: 10/19/2024] Open
Abstract
Objective This study aimed to use visual mapping and bibliometric analysis to summarize valuable information on the tumor microenvironment (TME)-related research on hepatocellular carcinoma (HCC) in the past 20 years and to identify the research hotspots and trends in this field. Methods We screened all of the relevant literature on the TME of HCC in the Web of Science database from 2003 to 2023 and analysed the research hotspots and trends in this field via VOSviewer and CiteSpace. Results A total of 2,157 English studies were collected. According to the prediction, the number of papers that were published in the past three years will be approximately 1,394, accounting for 64.63%. China published the most papers (n=1,525) and had the highest total number of citations (n=32,253). Frontiers In Immunology published the most articles on the TME of HCC (n=75), whereas, Hepatology was the journal with the highest total number of citations (n=4,104) and average number of citations (n=91). The four clusters containing keywords such as "cancer-associated fibroblasts", "hepatic stellate cells", "immune cells", "immunotherapy", "combination therapy", "landscape", "immune infiltration", and "heterogeneity" are currently hot research topics in this field. The keywords "cell death", "ferroptosis", "biomarkers", and "prognostic features" have emerged relatively recently, and these research directions are becoming increasingly popular. Conclusions We identified four key areas of focus in the study of the TME in HCC: the main components and roles in the TME, immunotherapy, combination therapy, and the microenvironmental landscape. Moreover, the result of our study indicate that effect of ferroptosis on the TME in HCC may become a future research trend.
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Affiliation(s)
- Hongmin Han
- Organ Transplantation Center, the Affiliated Hospital of Qingdao University, Qingdao, China
| | - Ziyin Zhao
- Organ Transplantation Center, the Affiliated Hospital of Qingdao University, Qingdao, China
| | - Mingyang He
- Organ Transplantation Center, the Affiliated Hospital of Qingdao University, Qingdao, China
| | - Ge Guan
- Organ Transplantation Center, the Affiliated Hospital of Qingdao University, Qingdao, China
| | - Junning Cao
- Organ Transplantation Center, the Affiliated Hospital of Qingdao University, Qingdao, China
| | - Tianxiang Li
- Organ Transplantation Center, the Affiliated Hospital of Qingdao University, Qingdao, China
| | - Bing Han
- Department of Hepatobiliary and Pancreatic Surgery, the Affiliated Hospital of Qingdao University, Qingdao, China
| | - Bin Zhang
- Organ Transplantation Center, the Affiliated Hospital of Qingdao University, Qingdao, China
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3
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Dadgar N, Arunachalam AK, Hong H, Phoon YP, Arpi-Palacios JE, Uysal M, Wehrle CJ, Aucejo F, Ma WW, Melenhorst JJ. Advancing Cholangiocarcinoma Care: Insights and Innovations in T Cell Therapy. Cancers (Basel) 2024; 16:3232. [PMID: 39335203 PMCID: PMC11429565 DOI: 10.3390/cancers16183232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 09/16/2024] [Accepted: 09/20/2024] [Indexed: 09/30/2024] Open
Abstract
Cholangiocarcinoma (CCA) is a rare and aggressive malignancy originating from the bile ducts, with poor prognosis and limited treatment options. Traditional therapies, such as surgery, chemotherapy, and radiation, have shown limited efficacy, especially in advanced cases. Recent advancements in immunotherapy, particularly T cell-based therapies like chimeric antigen receptor T (CAR T) cells, tumor-infiltrating lymphocytes (TILs), and T cell receptor (TCR)-based therapies, have opened new avenues for improving outcomes in CCA. This review provides a comprehensive overview of the current state of T cell therapies for CCA, focusing on CAR T cell therapy. It highlights key challenges, including the complex tumor microenvironment and immune evasion mechanisms, and the progress made in preclinical and clinical trials. The review also discusses ongoing clinical trials targeting specific CCA antigens, such as MUC1, EGFR, and CD133, and the evolving role of precision immunotherapy in enhancing treatment outcomes. Despite significant progress, further research is needed to optimize these therapies for solid tumors like CCA. By summarizing the most recent clinical results and future directions, this review underscores the promising potential of T cell therapies in revolutionizing CCA treatment.
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Affiliation(s)
- Neda Dadgar
- Cleveland Clinic Foundation, Enterprise Cancer Institute, Translational Hematology & Oncology Research, Cleveland, OH 44114, USA;
| | - Arun K. Arunachalam
- Cleveland Clinic Foundation, Lerner Research Institute, Center for Immunotherapy and Precision Immuno-Oncology, Cleveland, OH 44195, USA; (A.K.A.); (H.H.); (Y.P.P.); (J.E.A.-P.); (M.U.)
| | - Hanna Hong
- Cleveland Clinic Foundation, Lerner Research Institute, Center for Immunotherapy and Precision Immuno-Oncology, Cleveland, OH 44195, USA; (A.K.A.); (H.H.); (Y.P.P.); (J.E.A.-P.); (M.U.)
| | - Yee Peng Phoon
- Cleveland Clinic Foundation, Lerner Research Institute, Center for Immunotherapy and Precision Immuno-Oncology, Cleveland, OH 44195, USA; (A.K.A.); (H.H.); (Y.P.P.); (J.E.A.-P.); (M.U.)
| | - Jorge E. Arpi-Palacios
- Cleveland Clinic Foundation, Lerner Research Institute, Center for Immunotherapy and Precision Immuno-Oncology, Cleveland, OH 44195, USA; (A.K.A.); (H.H.); (Y.P.P.); (J.E.A.-P.); (M.U.)
| | - Melis Uysal
- Cleveland Clinic Foundation, Lerner Research Institute, Center for Immunotherapy and Precision Immuno-Oncology, Cleveland, OH 44195, USA; (A.K.A.); (H.H.); (Y.P.P.); (J.E.A.-P.); (M.U.)
| | - Chase J. Wehrle
- Cleveland Clinic Foundation, Digestive Diseases & Surgery Institute, Cleveland, OH 44195, USA; (C.J.W.); (F.A.)
| | - Federico Aucejo
- Cleveland Clinic Foundation, Digestive Diseases & Surgery Institute, Cleveland, OH 44195, USA; (C.J.W.); (F.A.)
| | - Wen Wee Ma
- Cleveland Clinic Foundation, Taussig Cancer Institute, Cleveland, OH 44106, USA;
| | - Jan Joseph Melenhorst
- Cleveland Clinic Foundation, Lerner Research Institute, Center for Immunotherapy and Precision Immuno-Oncology, Cleveland, OH 44195, USA; (A.K.A.); (H.H.); (Y.P.P.); (J.E.A.-P.); (M.U.)
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4
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Nguyen T, Chen PC, Pham J, Kaur K, Raman SS, Jewett A, Chiang J. Current and Future States of Natural Killer Cell-Based Immunotherapy in Hepatocellular Carcinoma. Crit Rev Immunol 2024; 44:71-85. [PMID: 38618730 DOI: 10.1615/critrevimmunol.2024052486] [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: 04/16/2024]
Abstract
Natural killer (NK) cells are innate lymphoid cells that exhibit high levels of cytotoxicity against NK-specific targets. NK cells also produce various cytokines, and interact with T cells, B cells, and dendritic cells to effectively serve as frontliners of the innate immune system. Produce various cytokines, and interact with T cells, B cells, and dendritic cells to effectively serve as frontliners of the innate immune system. Moreover, NK cells constitute the second most common immune cell in the liver. These properties have drawn significant attention towards leveraging NK cells in treating liver cancer, especially hepatocellular carcinoma (HCC), which accounts for 75% of all primary liver cancer and is the fourth leading cause of cancer-related death worldwide. Notable anti-cancer functions of NK cells against HCC include activating antibody-dependent cell cytotoxicity (ADCC), facilitating Gasdermin E-mediated pyroptosis of HCC cells, and initiating an antitumor response via the cGAS-STING signaling pathway. In this review, we describe how these mechanisms work in the context of HCC. We will then discuss the existing preclinical and clinical studies that leverage NK cell activity to create single and combined immunotherapies.
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Affiliation(s)
- Tu Nguyen
- UCLA David Geffen School of Medicine
| | - Po-Chun Chen
- Division of Oral Biology and Medicine, The Jane and Jerry Weintraub Center for Reconstructive Biotechnology, University of California School of Dentistry, 10833 Le Conte Ave, 90095 Los Angeles, CA, USA
| | - Janet Pham
- Department of Radiology, Ronald Reagan UCLA Medical Center, Los Angeles, CA, USA
| | - Kawaljit Kaur
- Division of Oral Biology and Medicine The Jane and Jerry Weintraub Center of Reconstructive Biotechnology University of California School of Dentistry Los Angeles, CA, USA
| | - Steven S Raman
- Department of Radiology, Ronald Reagan UCLA Medical Center, Los Angeles, CA, USA; The Jonsson Comprehensive Cancer Center, UCLA School of Dentistry and Medicine, Los Angeles, CA, USA
| | - Anahid Jewett
- Division of Oral Biology and Medicine, The Jane and Jerry Weintraub Center for Reconstructive Biotechnology, University of California School of Dentistry, 10833 Le Conte Ave, 90095 Los Angeles, CA, USA; The Jonsson Comprehensive Cancer Center, UCLA School of Dentistry and Medicine, Los Angeles, CA, USA
| | - Jason Chiang
- Department of Radiology, Ronald Reagan UCLA Medical Center, Los Angeles, CA, USA; The Jonsson Comprehensive Cancer Center, UCLA School of Dentistry and Medicine, Los Angeles, CA, USA
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Yang D, Zhou Y, Zhang Y, Su Y, Shen J, Yu B, Zhao K, Ding Y. Comprehensive analysis of scRNA-Seq and bulk RNA-Seq data reveals dynamic changes in tumor-associated neutrophils in the tumor microenvironment of hepatocellular carcinoma and leads to the establishment of a neutrophil-related prognostic model. Cancer Immunol Immunother 2023; 72:4323-4335. [PMID: 38006433 PMCID: PMC10992459 DOI: 10.1007/s00262-023-03567-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 10/18/2023] [Indexed: 11/27/2023]
Abstract
BACKGROUND Analysis of hepatocellular carcinoma (HCC) single-cell sequencing data was conducted to explore the role of tumor-associated neutrophils in the tumor microenvironment. METHODS Analysis of single-cell sequencing data from 12 HCC tumor cores and five HCC paracancerous tissues identified cellular subpopulations and cellular marker genes. The Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) databases were used to establish and validate prognostic models. xCELL, TIMER, QUANTISEQ, CIBERSORT, and CIBERSORT-abs analyses were performed to explore immune cell infiltration. Finally, the pattern of tumor-associated neutrophil roles in tumor microenvironmental components was explored. RESULTS A total of 271 marker genes for tumor-associated neutrophils were identified based on single-cell sequencing data. Prognostic models incorporating eight genes were established based on TCGA data. Immune cell infiltration differed between the high- and low-risk groups. The low-risk group benefited more from immunotherapy. Single-cell analysis indicated that tumor-associated neutrophils were able to influence macrophage, NK cell, and T-cell functions through the IL16, IFN-II, and SPP1 signaling pathways. CONCLUSION Tumor-associated neutrophils regulate immune functions by influencing macrophages and NK cells. Models incorporating tumor-associated neutrophil-related genes can be used to predict patient prognosis and immunotherapy responses.
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Affiliation(s)
- Dashuai Yang
- Department of Hepatobiliary Surgery, Renmin Hospital of Wuhan University, No. 99 Zhangzhidong Road, Wuchang District, Wuhan, 430060, China
| | - Yu Zhou
- Department of Hepatobiliary Surgery, Renmin Hospital of Wuhan University, No. 99 Zhangzhidong Road, Wuchang District, Wuhan, 430060, China
| | - Yanbing Zhang
- Department of Hepatobiliary Surgery, Renmin Hospital of Wuhan University, No. 99 Zhangzhidong Road, Wuchang District, Wuhan, 430060, China
| | - Yang Su
- Department of Gastrointestinal Surgery, Tongji Hospital, Tongji Medical College in Huazhong University of Science and Technology, Wuhan, 430060, Hubei, China
| | - Jie Shen
- Department of Hepatobiliary Surgery, Renmin Hospital of Wuhan University, No. 99 Zhangzhidong Road, Wuchang District, Wuhan, 430060, China
| | - Bin Yu
- Department of Hepatobiliary Surgery, Renmin Hospital of Wuhan University, No. 99 Zhangzhidong Road, Wuchang District, Wuhan, 430060, China
| | - Kailiang Zhao
- Department of Hepatobiliary Surgery, Renmin Hospital of Wuhan University, No. 99 Zhangzhidong Road, Wuchang District, Wuhan, 430060, China.
| | - Youming Ding
- Department of Hepatobiliary Surgery, Renmin Hospital of Wuhan University, No. 99 Zhangzhidong Road, Wuchang District, Wuhan, 430060, China.
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Tiwari P, Yadav K, Shukla RP, Gautam S, Marwaha D, Sharma M, Mishra PR. Surface modification strategies in translocating nano-vesicles across different barriers and the role of bio-vesicles in improving anticancer therapy. J Control Release 2023; 363:290-348. [PMID: 37714434 DOI: 10.1016/j.jconrel.2023.09.016] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 09/03/2023] [Accepted: 09/06/2023] [Indexed: 09/17/2023]
Abstract
Nanovesicles and bio-vesicles (BVs) have emerged as promising tools to achieve targeted cancer therapy due to their ability to overcome many of the key challenges currently being faced with conventional chemotherapy. These challenges include the diverse and often complex pathophysiology involving the progression of cancer, as well as the various biological barriers that circumvent therapeutic molecules reaching their target site in optimum concentration. The scientific evidence suggests that surface-functionalized nanovesicles and BVs camouflaged nano-carriers (NCs) both can bypass the established biological barriers and facilitate fourth-generation targeting for the improved regimen of treatment. In this review, we intend to emphasize the role of surface-functionalized nanovesicles and BVs camouflaged NCs through various approaches that lead to an improved internalization to achieve improved and targeted oncotherapy. We have explored various strategies that have been employed to surface-functionalize and biologically modify these vesicles, including the use of biomolecule functionalized target ligands such as peptides, antibodies, and aptamers, as well as the targeting of specific receptors on cancer cells. Further, the utility of BVs, which are made from the membranes of cells such as mesenchymal stem cells (MSCs), white blood cells (WBCs), red blood cells (RBCs), platelets (PLTs) as well as cancer cells also been investigated. Lastly, we have discussed the translational challenges and limitations that these NCs can encounter and still need to be overcome in order to fully realize the potential of nanovesicles and BVs for targeted cancer therapy. The fundamental challenges that currently prevent successful cancer therapy and the necessity of novel delivery systems are in the offing.
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Affiliation(s)
- Pratiksha Tiwari
- Division of Pharmaceutics and Pharmacokinetics, CSIR-Central Drug Research Institute, Lucknow, India
| | - Krishna Yadav
- Division of Pharmaceutics and Pharmacokinetics, CSIR-Central Drug Research Institute, Lucknow, India
| | - Ravi Prakash Shukla
- Division of Pharmaceutics and Pharmacokinetics, CSIR-Central Drug Research Institute, Lucknow, India
| | - Shalini Gautam
- Division of Pharmaceutics and Pharmacokinetics, CSIR-Central Drug Research Institute, Lucknow, India
| | - Disha Marwaha
- Division of Pharmaceutics and Pharmacokinetics, CSIR-Central Drug Research Institute, Lucknow, India
| | - Madhu Sharma
- Division of Pharmaceutics and Pharmacokinetics, CSIR-Central Drug Research Institute, Lucknow, India
| | - Prabhat Ranjan Mishra
- Division of Pharmaceutics and Pharmacokinetics, CSIR-Central Drug Research Institute, Lucknow, India; Academy of Scientific and Innovation Research (AcSIR), Ghaziabad 201002, U.P., India.
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7
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Gondaliya P, Sayyed AA, Driscoll J, Patel K, Patel T. Extracellular vesicle RNA signaling in the liver tumor microenvironment. Cancer Lett 2023; 558:216089. [PMID: 36758739 PMCID: PMC9992346 DOI: 10.1016/j.canlet.2023.216089] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 01/24/2023] [Accepted: 02/03/2023] [Indexed: 02/10/2023]
Abstract
The tumor microenvironment (TME) in liver cancers such as hepatocellular cancer (HCC) consists of a complex milieu of liver tissue-resident cells, infiltrated immune cells, and secreted factors that collectively serve to promote tumor growth and progression. Intercellular crosstalk contributes to tissue homeostasis, and perturbations during injury, inflammation and tumorigenesis that are important for tumor progression. Extracellular vesicle (EV)-mediated transfer of a payload of RNA molecules that serve as an intercellular signaling is an important contributor to tissue homeostasis within the TME. Several types of RNA have been implicated in EV-mediated signaling. Biological processes that can be modulated by EV RNA signaling within the liver include tumor growth, invasion, metastasis, angiogenesis, and modulation of the immune cell activities. This mini-review describes the liver TME, and the biological effects of EV RNA-mediated signaling within the liver to highlight the role of EV RNA in intercellular communication.
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Affiliation(s)
- Piyush Gondaliya
- Departments of Transplantation and Cancer Biology, Mayo Clinic, Jacksonville, FL, USA
| | - Adil Ali Sayyed
- Departments of Transplantation and Cancer Biology, Mayo Clinic, Jacksonville, FL, USA
| | - Julia Driscoll
- Departments of Transplantation and Cancer Biology, Mayo Clinic, Jacksonville, FL, USA
| | - Krishna Patel
- Departments of Transplantation and Cancer Biology, Mayo Clinic, Jacksonville, FL, USA
| | - Tushar Patel
- Departments of Transplantation and Cancer Biology, Mayo Clinic, Jacksonville, FL, USA.
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Vita F, Olaizola I, Amato F, Rae C, Marco S, Banales JM, Braconi C. Heterogeneity of Cholangiocarcinoma Immune Biology. Cells 2023; 12:cells12060846. [PMID: 36980187 PMCID: PMC10047186 DOI: 10.3390/cells12060846] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 03/04/2023] [Accepted: 03/06/2023] [Indexed: 03/11/2023] Open
Abstract
Cholangiocarcinomas (CCAs) are aggressive tumors arising along the biliary tract epithelium, whose incidence and mortality are increasing. CCAs are highly desmoplastic cancers characterized by a dense tumor microenvironment (TME), in which each single component plays a fundamental role in shaping CCA initiation, progression and resistance to therapies. The crosstalk between cancer cells and TME can affect the recruitment, infiltration and differentiation of immune cells. According to the stage of the disease and to intra- and inter-patient heterogeneity, TME may contribute to either protumoral or antitumoral activities. Therefore, a better understanding of the effect of each immune cell subtype may open the path to new personalized immune therapeutic strategies for the management of CCA. In this review, we describe the role of immune cells in CCA initiation and progression, and their crosstalk with both cancer-associated fibroblasts (CAFs) and the cancer-stem-cell-like (CSC) niche.
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Affiliation(s)
- Francesca Vita
- School of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK; (F.V.); (F.A.); (C.R.); (S.M.)
- Department of Oncology, University of Turin, 10043 Turin, Italy
| | - Irene Olaizola
- Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute–Donostia University Hospital, University of the Basque Country (UPV/EHU), 20014 San Sebastian, Spain; (I.O.); (J.M.B.)
| | - Francesco Amato
- School of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK; (F.V.); (F.A.); (C.R.); (S.M.)
| | - Colin Rae
- School of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK; (F.V.); (F.A.); (C.R.); (S.M.)
| | - Sergi Marco
- School of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK; (F.V.); (F.A.); (C.R.); (S.M.)
| | - Jesus M. Banales
- Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute–Donostia University Hospital, University of the Basque Country (UPV/EHU), 20014 San Sebastian, Spain; (I.O.); (J.M.B.)
- IKERBASQUE, Basque Foundation for Science, 48009 Bilbao, Spain
- National Institute for the Study of Liver and Gastrointestinal Diseases (CIBERehd, “Instituto de Salud Carlos III”), 28029 Madrid, Spain
- Department of Biochemistry and Genetics, School of Sciences, University of Navarra, 31008 Pamplona, Spain
| | - Chiara Braconi
- School of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK; (F.V.); (F.A.); (C.R.); (S.M.)
- Beatson West of Scotland Cancer Centre, Glasgow G12 0YN, UK
- Correspondence:
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Piccinelli S, Romee R, Shapiro RM. The natural killer cell immunotherapy platform: an overview of the landscape of clinical trials in liquid and solid tumors. Semin Hematol 2023; 60:42-51. [PMID: 37080710 DOI: 10.1053/j.seminhematol.2023.02.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Accepted: 02/23/2023] [Indexed: 03/07/2023]
Abstract
The translation of natural killer (NK) cells to the treatment of malignant disease has made significant progress in the last few decades. With a variety of available sources and improvements in both in vitro and in vivo NK cell expansion, the NK cell immunotherapy platform has come into its own. The enormous effort continues to further optimize this platform, including ways to enhance NK cell persistence, trafficking to the tumor microenvironment, and cytotoxicity. As this effort bears fruit, it is translated into a plethora of clinical trials in patients with advanced malignancies. The adoptive transfer of NK cells, either as a standalone therapy or in combination with other immunotherapies, has been applied for the treatment of both liquid and solid tumors, with numerous early-phase trials showing promising results. This review aims to summarize the key advantages of NK cell immunotherapy, highlight several of the current approaches being taken for its optimization, and give an overview of the landscape of clinical trials translating this platform into clinic.
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Minaei N, Ramezankhani R, Tamimi A, Piryaei A, Zarrabi A, Aref AR, Mostafavi E, Vosough M. Immunotherapeutic approaches in Hepatocellular carcinoma: Building blocks of hope in near future. Eur J Cell Biol 2023; 102:151284. [PMID: 36584598 DOI: 10.1016/j.ejcb.2022.151284] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 11/30/2022] [Accepted: 12/16/2022] [Indexed: 12/23/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common type of primary hepatic cancer and is among the major causes of mortality due to cancer. Due to the lack of efficient conventional therapeutic options for this cancer, particularly in advanced cases, novel treatments including immunotherapy have been considered. However, despite the encouraging clinical outcomes after implementing these innovative approaches, such as oncolytic viruses (OVs), adoptive cell therapies (ACT), immune checkpoint blockades (ICBs), and cancer vaccines, several factors have restricted their therapeutic effect. The main concern is the existence of an immunosuppressive tumor microenvironment (TME). Combination of different ICBs or ICBs plus tyrosine kinase inhibitors have shown promising results in overcoming these limiting factors to some extent. Combination of programmed cell death ligand-1 (PD-L1) antibody Atezolizumab and vascular endothelial growth factor (VEGF) antibody Bevacizumab has become the standard of care in the first-line therapy for untestable HCC, approved by regulatory agencies. This paper highlighted a wide overview of the direct and indirect immunotherapeutic strategies proposed for the treatment of HCC patients and the common challenges that have hindered their further clinical applications.
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Affiliation(s)
- Neda Minaei
- Department of Regenerative Medicine, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, Academic Center for Education, Culture and Research (ACECR), Tehran, Iran; Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, Academic Center for Education, Culture and Research (ACECR), Tehran, Iran
| | - Roya Ramezankhani
- Department of Regenerative Medicine, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, Academic Center for Education, Culture and Research (ACECR), Tehran, Iran; Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, Academic Center for Education, Culture and Research (ACECR), Tehran, Iran; Department of Development and Regeneration, KU Leuven Stem Cell Institute, Leuven, Belgium
| | - Atena Tamimi
- Department of Regenerative Medicine, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, Academic Center for Education, Culture and Research (ACECR), Tehran, Iran
| | - Abbas Piryaei
- Department of Biology and Anatomical Sciences, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Department of Tissue Engineering and Applied Cell Sciences, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ali Zarrabi
- Department of Biomedical Engineering, Faculty of Engineering and Natural Sciences, Istinye University, Istanbul 34396, Turkey
| | - Amir Reza Aref
- Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Ebrahim Mostafavi
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA 94305, USA; Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA.
| | - Massoud Vosough
- Department of Regenerative Medicine, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, Academic Center for Education, Culture and Research (ACECR), Tehran, Iran; Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, Academic Center for Education, Culture and Research (ACECR), Tehran, Iran; Experimental Cancer Medicine, Institution for Laboratory Medicine, Karolinska Institutet and Karolinska University Hospital-Huddinge, Sweden.
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Ezhilarasan D, Najimi M. Deciphering the possible reciprocal loop between hepatic stellate cells and cancer cells in the tumor microenvironment of the liver. Crit Rev Oncol Hematol 2023; 182:103902. [PMID: 36621514 DOI: 10.1016/j.critrevonc.2022.103902] [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: 10/07/2022] [Revised: 12/22/2022] [Accepted: 12/23/2022] [Indexed: 01/07/2023] Open
Abstract
Activated hepatic stellate cells (HSCs)/myofibroblasts are the important sources of cancer-associated fibroblasts in the liver tumor microenvironment (TME). The crosstalk between activated HSCs and tumor cells mediates HCC progression, metastasis, tumor cell survival, angiogenesis and chemoresistance. In TME, HCC cells secrete various soluble factors responsible for the phenotypic activation of quiescent HSCs. Tumor cells use activated HSC-derived extracellular matrix (ECM) for migration and invasion. Further, in liver TME, activated HSCs and sinusoidal endothelial cells engage in a crosstalk that causes the secretion of angiogenesis and metastasis-related growth factors and cytokines. Activated HSCs and immune cells crosstalk to decrease immune surveillance in the liver TME by increasing the population of T regulatory cells and M2 macrophages or myeloid-derived suppressor cells. Thus, HSCs play a vital role in liver TME cell interactions. Therefore, a deep understanding of HSCs activation and their crosstalk with cancer and immune cells in TME may lead to the development of novel therapeutic strategies to target HCC.
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Affiliation(s)
- Devaraj Ezhilarasan
- Department of Pharmacology, Saveetha Dental College, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu 600077, India.
| | - Mustapha Najimi
- Laboratory of Pediatric Hepatology and Cell Therapy, Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels 1200, Belgium
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12
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Quiroz Reyes AG, Lozano Sepulveda SA, Martinez-Acuña N, Islas JF, Gonzalez PD, Heredia Torres TG, Perez JR, Garza Treviño EN. Cancer Stem Cell and Hepatic Stellate Cells in Hepatocellular Carcinoma. Technol Cancer Res Treat 2023; 22:15330338231163677. [PMID: 36938618 PMCID: PMC10028642 DOI: 10.1177/15330338231163677] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common liver cancer. It is highly lethal and has high recurrence. Death among HCC patients occur mainly due to tumor progression, recurrence, metastasis, and chemoresistance. Cancer stem cells (CSCs) are cell subpopulations within the tumor that promote invasion, recurrence, metastasis, and drug resistance. Hepatic stellate cells (HSCs) are important components of the tumor microenvironment (TME) responsible for primary secretory ECM proteins during liver injury and inflammation. These cells promote fibrogenesis, infiltrate the tumor stroma, and contribute to HCC development. Interactions between HSC and CSC and their microenvironment help promote carcinogenesis through different mechanisms. This review summarizes the roles of CSCs and HSCs in establishing the TME in primary liver tumors and describes their involvement in HCC chemoresistance.
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Affiliation(s)
- Adriana G Quiroz Reyes
- Facultad de Medicina, Department of Biochemistry and Molecular Medicine, 27771Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Sonia A Lozano Sepulveda
- Facultad de Medicina, Department of Biochemistry and Molecular Medicine, 27771Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Natalia Martinez-Acuña
- Facultad de Medicina, Department of Biochemistry and Molecular Medicine, 27771Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Jose F Islas
- Facultad de Medicina, Department of Biochemistry and Molecular Medicine, 27771Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Paulina Delgado Gonzalez
- Facultad de Medicina, Department of Biochemistry and Molecular Medicine, 27771Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Tania Guadalupe Heredia Torres
- Facultad de Medicina, Department of Biochemistry and Molecular Medicine, 27771Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Jorge Roacho Perez
- Facultad de Medicina, Department of Biochemistry and Molecular Medicine, 27771Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Elsa N Garza Treviño
- Facultad de Medicina, Department of Biochemistry and Molecular Medicine, 27771Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
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Zhao G, Bi M, Liu S, Ma J, Xu F, Liu Y, Gao F, Yu Y, Zhou J, Feng Z, Wu J. Variation of NK, NKT, CD4 + T, CD8 + T cells, and IL-17A by CalliSpheres ® microspheres-transarterial chemoembolization in refractory liver metastases patients. Scand J Clin Lab Invest 2022; 82:549-555. [PMID: 36344035 DOI: 10.1080/00365513.2022.2129438] [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: 11/09/2022]
Abstract
Immune environment plays an important role in the management of liver cancer. The current study aimed to explore the change of NK and NKT cells, IL-17A, CD4+ T and CD8+ T cells in refractory liver metastases patients before and after CalliSpheres® microspheres transarterial chemoembolization (CSM-TACE). Peripheral blood (PB) samples from 35 refractory liver metastases patients were collected before CSM-TACE (baseline), 2 days (D2) and 5 days (D5) after CSM-TACE. Then, NK and NKT cells, IL-17A, CD4+ T and CD8+ T cells from PB samples were detected. All enrolled patients successfully completed CSM-TACE procedure and achieved disease control rate of 100% after 1 month. NKT cells were increased from baseline to D2 and D5 [median (range): 5.88% (1.53%-12.05%) vs. 9.54% (5.19%-15.71%) vs. 7.12% (2.77%-13.29%)], NK cells were also enhanced from baseline to D2 and D5 [median (range): 14.35% (5.85%-20.52%) vs. 20.36% (15.88%-27.30%) vs. 30.82% (22.18%-37.72%)], while IL-17A was declined from baseline to D2 and D5 [median (range): 22.11 (9.46-39.18) pg/ml vs. 12.41 (3.24-26.84) pg/ml vs. 6.55 (1.11-20.98) pg/ml]. Furthermore, IL-17A was negatively correlated with the NK and NKT cells at baseline, D2 and D5 (all p < .05), respectively. Additionally, CD4+ T cells and CD4+ T/CD8+ T ratio were increased while CD8+ T cells were declined from baseline to D2 and D5 (all p < .05). NK cells, NKT cells, and CD4+ T cells are increased but IL-17A and CD8+ T cells are declined after CSM-TACE in refractory liver metastases.
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Affiliation(s)
- Guangsheng Zhao
- Cancer Interventional Center, Affiliated Zhongshan Hospital of Dalian University, Dalian, China
| | - Mei Bi
- Department of Clinical Nutrition and Metabolism, Affiliated Zhongshan Hospital of Dalian University, Dalian, China
| | - Song Liu
- Cancer Interventional Center, Linyi Cancer Hospital, Linyi, China
| | - Jian Ma
- Cancer Interventional Center, Affiliated Zhongshan Hospital of Dalian University, Dalian, China
| | - Fang Xu
- Cancer Interventional Center, Affiliated Zhongshan Hospital of Dalian University, Dalian, China
| | - Ying Liu
- Hepatobiliary and Pancreatic Center, Beijing Tsinghua Changgung Hospital, Beijing, China
| | - Fei Gao
- Cancer Interventional Center, The Second Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Ying Yu
- Medical Development Department, Affiliated Zhongshan Hospital of Dalian University, Dalian, China
| | - Jun Zhou
- Cancer Interventional Center, Affiliated Zhongshan Hospital of Dalian University, Dalian, China
| | - Zhuo Feng
- Department of Emergency, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Jianlin Wu
- Department of Radiology, Affiliated Zhongshan Hospital of Dalian University, Dalian, China
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14
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Harkus U, Wankell M, Palamuthusingam P, McFarlane C, Hebbard L. Immune checkpoint inhibitors in HCC: Cellular, molecular and systemic data. Semin Cancer Biol 2022; 86:799-815. [PMID: 35065242 DOI: 10.1016/j.semcancer.2022.01.005] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 01/12/2022] [Accepted: 01/17/2022] [Indexed: 01/27/2023]
Abstract
Hepatocellular carcinoma (HCC) is one of the leading causes of cancer related deaths in the world, and for patients with advanced disease there are few therapeutic options available. The complex immunological microenvironment of HCC and the success of immunotherapy in several types of tumours, has raised the prospect of potential benefit for immune based therapies, such as immune checkpoint inhibitors (ICIs), in HCC. This has led to significant breakthrough research, numerous clinical trials and the rapid approval of multiple systemic drugs for HCC by regulatory bodies worldwide. Although some patients responded well to ICIs, many have failed to achieve significant benefit, while others showed unexpected and paradoxical deterioration. The aim of this review is to discuss the pathophysiology of HCC, the tumour microenvironment, key clinical trials evaluating ICIs in HCC, various resistance mechanisms to ICIs, and possible ways to overcome these impediments to improve patient outcomes.
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Affiliation(s)
- Uasim Harkus
- Townsville University Hospital, Townsville, Queensland 4811, Australia
| | - Miriam Wankell
- Department of Molecular and Cell Biology, College of Public Health, Medical and Veterinary Sciences, Australian Institute of Tropical Medicine and Health, James Cook University, Townsville, Queensland 4811, Australia
| | - Pranavan Palamuthusingam
- College of Medicine and Dentistry, James Cook University, Townsville, Queensland 4811, Australia; Townsville University Hospital, Townsville, Queensland 4811, Australia; Mater Hospital, Townsville, Queensland 4811, Australia
| | - Craig McFarlane
- Department of Molecular and Cell Biology, College of Public Health, Medical and Veterinary Sciences, Australian Institute of Tropical Medicine and Health, James Cook University, Townsville, Queensland 4811, Australia
| | - Lionel Hebbard
- Department of Molecular and Cell Biology, College of Public Health, Medical and Veterinary Sciences, Australian Institute of Tropical Medicine and Health, James Cook University, Townsville, Queensland 4811, Australia; Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, Sydney, New South Wales 2145, Australia.
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15
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Xiao X, Zhou L, Zhang L, Xu Z, Dai Q, Deng X. Short-Term and Long-Term Curative Effect of Partial Hepatectomy on Ruptured Hemorrhage of Primary Liver Cancer after TAE. Emerg Med Int 2022; 2022:2484418. [PMID: 35844463 PMCID: PMC9277167 DOI: 10.1155/2022/2484418] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 05/26/2022] [Indexed: 11/17/2022] Open
Abstract
Objective To observe the short-term and long-term curative effects of partial hepatectomy on ruptured hemorrhage of primary liver cancer after transcatheter arterial embolization (TAE). Methods A total of 150 patients with primary liver cancer treated in the hospital were enrolled as research objects between February 2018 and February 2021, including 75 cases undergoing TAE in the TAE group and the other 75 cases undergoing elective partial hepatectomy after TAE in the combination group. The surgical related indexes (leaving bed time, discharge time, success rate of hemostasis, lesion clearance rate), mean arterial pressure (MAP), heart rate (HR), hemoglobin, and liver function indexes (serum alpha-fetoprotein (AFP), albumin (ALB), total bilirubin (TBIL)) before and after treatment, postoperative complications, survival rate, and recurrence rate at 1 year after surgery between the two groups were compared. Results Compared with the TAE group, hospitalization time was shorter (P < 0.05), the success rate of hemostasis and lesions clearance rate were higher in the combination group (P < 0.05). After surgery, levels of HR and serum AFP were significantly decreased, while levels of MAP, hemoglobin, serum ALB, and TBIL were significantly increased in both groups. The levels of HR and serum AFP in the combination group were lower than those in the TAE group, while levels of MAP, hemoglobin, serum ALB, and TBIL were higher than those in the TAE group (P < 0.05). There was no significant difference in the incidence of postoperative complications between the two groups (P < 0.05). Compared with the TAE group, the recurrence rate was lower, and the survival rate was higher in the combination group at 1 year after surgery (P < 0.05). Conclusion Partial hepatectomy can effectively improve hemostatic effect and liver function in ruptured hemorrhage of primary liver cancer after TAE, increase survival rate, and reduce postoperative recurrence rate.
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Affiliation(s)
- Xiulin Xiao
- Department of Hepatopancreatobiliary Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi 341000, China
| | - Lin Zhou
- Department of Hepatopancreatobiliary Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi 341000, China
| | - Long Zhang
- Department of Hepatopancreatobiliary Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi 341000, China
| | - Zhiyuan Xu
- Department of Hepatopancreatobiliary Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi 341000, China
| | - Qixin Dai
- Department of Hepatopancreatobiliary Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi 341000, China
| | - Xiaohong Deng
- Department of Hepatopancreatobiliary Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi 341000, China
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Modulation of the tumour microenvironment in hepatocellular carcinoma by tyrosine kinase inhibitors: from modulation to combination therapy targeting the microenvironment. Cancer Cell Int 2022; 22:73. [PMID: 35148789 PMCID: PMC8840552 DOI: 10.1186/s12935-021-02435-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 12/28/2021] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the third leading cause of cancer deaths worldwide. Tyrosine kinase inhibitors (TKIs) remain the backbone of systematic therapy for advanced hepatocellular carcinoma. Sorafenib and lenvatinib are currently approved as first-line therapeutic drugs, and regorafenib and cabozantinib are applied as second-line treatments. With inhibition of angiogenesis as the main target, TKIs exert a profound effect on the tumour microenvironment (TME). The TME is a complex mixture of cellular and noncellular components surrounding the tumour mass, and is associated with tumour progression partially through the epithelial-mesenchymal transition. Specifically, the TME of HCC is characterized by profound extracellular matrix remodelling and an immunosuppressive microenvironment. The purpose of this review is to provide a summary of TME remodelling mediated by four Food and Drug Administration approved TKIs in HCC and thus summarize the rationale and potential targets for combination therapy. The modulatory effect of TKIs on the TME of HCC was reported to enhance the antitumour effect of TKIs through pyroptosis of macrophages and subsequent natural killer cell activation, T cell activation, regulatory T cell reduction in HCC. Meanwhile, TKIs also induce drug resistance via M2 polarization and accumulation, recruitment of tumour-associated neutrophils, and induction of the epithelial-mesenchymal transition. In conclusion, the effect of TKIs on TME can enhance its antitumour effect, but might also partially contribute to the drug resistance that hinders the progression of TKIs as treatment for HCC. Additionally, the effect of TKIs also provides the rationale for combination therapy, including combining TKIs with immune checkpoint inhibitors, to facilitate increased drug efficacy of TKIs.
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Zhu Y, Shan D, Guo L, Chen S, Li X. Immune-Related lncRNA Pairs Clinical Prognosis Model Construction for Hepatocellular Carcinoma. Int J Gen Med 2022; 15:1919-1931. [PMID: 35237066 PMCID: PMC8882675 DOI: 10.2147/ijgm.s343350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 02/02/2022] [Indexed: 11/26/2022] Open
Abstract
Background Long non-coding RNA (lncRNA) plays an essential regulatory role in the occurrence and development of hepatocellular carcinoma (HCC). This paper aims to establish an immune-related lncRNA (irlncRNA) pairs model independent of expression level for risk assessment and prognosis prediction of HCC. Methods Transcriptome data and corresponding clinical data were downloaded from TCGA. HCC patients were randomly divided into training group and test group. Univariate Cox regression analysis, LASSO regression analysis, and stepwise multiple Cox regression analysis were used to establish a prognostic model. The prediction ability of the model was verified by ROC curves. Next, the patients were divided into low-risk and high-risk groups. We compared the differences between the two groups in survival rate, clinicopathological characteristics, tumor immune cell infiltration status, chemotherapeutic drug sensitivity and immunosuppressive molecules. Results A prognosis prediction model was established based on 7 irlncRNA pairs, namely irlncRNA pairs (IRLP). ROC curves of the training group and test group showed that the IRLP model had high sensitivity and specificity for survival prediction. Kaplan–Meier analysis showed that the survival rate of the high-risk group was significantly lower than that of the low-risk group. Immune cell infiltration analysis showed that the high-risk group was significantly correlated with various immune cell infiltration. Finally, there were statistically significant differences in chemosensitivity and molecular marker expression between the two groups. Conclusion The prognosis prediction model established by irlncRNA pairs has a certain guiding significance for the prognosis prediction of HCC. It may provide valuable clinical applications in antitumor immunotherapy.
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Affiliation(s)
- Yinghui Zhu
- Department of Digestology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, People’s Republic of China
| | - Dezhi Shan
- Graduate School of Peking Union Medical College, Beijing, People’s Republic of China
| | - Lianyi Guo
- Department of Digestology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, People’s Republic of China
| | - Shujia Chen
- Department of Digestology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, People’s Republic of China
| | - Xiaofei Li
- Department of Digestology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, People’s Republic of China
- Correspondence: Xiaofei Li, Jinzhou, Liaoning, 121000, People’s Republic of China, Email
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Zhao Q, Wongpoomchai R, Chariyakornkul A, Xiao Z, Pilapong C. Identification of Gene-Set Signature in Early-Stage Hepatocellular Carcinoma and Relevant Immune Characteristics. Front Oncol 2021; 11:740484. [PMID: 34745960 PMCID: PMC8570321 DOI: 10.3389/fonc.2021.740484] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Accepted: 09/22/2021] [Indexed: 12/24/2022] Open
Abstract
Background The incidence of hepatocellular carcinoma (HCC) is rising worldwide, and there is limited therapeutic efficacy due to tumor microenvironment heterogeneity and difficulty in early-stage screening. This study aimed to develop and validate a gene set-based signature for early-stage HCC (eHCC) patients and further explored specific marker dysregulation mechanisms as well as immune characteristics. Methods We performed an integrated bioinformatics analysis of genomic, transcriptomic, and clinical data with three independent cohorts. We systematically reviewed the crosstalk between specific genes, tumor prognosis, immune characteristics, and biological function in the different pathological stage samples. Univariate and multivariate survival analyses were performed in The Cancer Genome Atlas (TCGA) patients with survival data. Diethylnitrosamine (DEN)-induced HCC in Wistar rats was employed to verify the reliability of the predictions. Results We identified a Cluster gene that potentially segregates patients with eHCC from non-tumor, through integrated analysis of expression, overall survival, immune cell characteristics, and biology function landscapes. Immune infiltration analysis showed that lower infiltration of specific immune cells may be responsible for significantly worse prognosis in HCC (hazard ratio, 1.691; 95% CI: 1.171–2.441; p = 0.012), such as CD8 Tem and cytotoxic T cells (CTLs) in eHCC. Our results identified that Cluster C1 signature presented a high accuracy in predicting CD8 Tem and CTL immune cells (receiver operating characteristic (ROC) = 0.647) and cancerization (ROC = 0.946) in liver. As a central member of Cluster C1, overexpressed PRKDC was associated with the higher genetic alteration in eHCC than advanced-stage HCC (aHCC), which was also connected to immune cell-related poor prognosis. Finally, the predictive outcome of Cluster C1 and PRKDC alteration in DEN-induced eHCC rats was also confirmed. Conclusions As a tumor prognosis-relevant gene set-based signature, Cluster C1 showed an effective approach to predict cancerization of eHCC and its related immune characteristics with considerable clinical value.
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Affiliation(s)
- Qijie Zhao
- Center of Excellence for Molecular Imaging (CEMI), Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand.,Department of Pathophysiology, College of Basic Medical Science, Southwest Medical University, Luzhou, China
| | - Rawiwan Wongpoomchai
- Department of Biochemistry, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Arpamas Chariyakornkul
- Department of Biochemistry, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Zhangang Xiao
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China.,South Sichuan Institute of Translational Medicine, Southwest Medical University, Luzhou, China
| | - Chalermchai Pilapong
- Center of Excellence for Molecular Imaging (CEMI), Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand
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Zhu H, Liu X. Advances of Tumorigenesis, Diagnosis at Early Stage, and Cellular Immunotherapy in Gastrointestinal Malignancies. Front Oncol 2021; 11:666340. [PMID: 34434889 PMCID: PMC8381364 DOI: 10.3389/fonc.2021.666340] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 07/19/2021] [Indexed: 01/10/2023] Open
Abstract
Globally, in 2018, 4.8 million new patients have a diagnosis of gastrointestinal (GI) cancers, while 3.4 million people died of such disorders. GI malignancies are tightly relevant to 26% of the world-wide cancer incidence and occupies 35% of all cancer-associated deaths. In this article, we principally investigated molecular and cellular mechanisms of tumorigenesis in five major GI cancers occurring at esophagus, stomach, liver, pancreas, and colorectal region that illustrate high morbidity in Eastern and Western countries. Moreover, through this investigation, we not only emphasize importance of the tumor microenvironment in development and treatment of malignant tumors but also identify significance of M2PK, miRNAs, ctDNAs, circRNAs, and CTCs in early detection of GI cancers, as well as systematically evaluate contribution of personalized precision medicine including cellular immunotherapy, new antigen and vaccine therapy, and oncolytic virotherapy in treatment of GI cancers.
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Affiliation(s)
- Haipeng Zhu
- Precision and Personalized Cancer Treatment Center, Division of Cancer Diagnosis & Therapy, Ciming Boao International Hospital, Boao Lecheng International Medical Tourism Pilot Zone, Qionghai, China.,Stem Cell and Biotherapy Technology Research Center, Xinxiang Medical College, Xinxiang, China
| | - Xiaojun Liu
- Division of Cellular & Biomedical Science, Ciming Boao International Hospital, Boao Lecheng International Medical Tourism Pilot Zone, Qionghai, China
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Natural Killer-Dendritic Cell Interactions in Liver Cancer: Implications for Immunotherapy. Cancers (Basel) 2021; 13:cancers13092184. [PMID: 34062821 PMCID: PMC8124166 DOI: 10.3390/cancers13092184] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 04/22/2021] [Accepted: 04/29/2021] [Indexed: 12/12/2022] Open
Abstract
Simple Summary The reciprocal crosstalk between dendritic cells (DCs) and natural killer (NK) cells plays a pivotal role in regulating immune defense against viruses and tumors. The Th-cell polarizing ability, cytokine-producing capacity, chemokine expression, and migration of DCs are regulated by activated NK cells. Conversely, the effector functions including lysis and cytokine production, proliferation, and migration of NK cells are influenced by close interactions with activated DCs. In this review, we explore the impact of DC–NK cell crosstalk and its therapeutic potential in immune control of liver malignances. Abstract Natural killer (NK) and dendritic cells (DCs) are innate immune cells that play a crucial role in anti-tumor immunity. NK cells kill tumor cells through direct cytotoxicity and cytokine secretion. DCs are needed for the activation of adaptive immune responses against tumor cells. Both NK cells and DCs are subdivided in several subsets endowed with specialized effector functions. Crosstalk between NK cells and DCs leads to the reciprocal control of their activation and polarization of immune responses. In this review, we describe the role of NK cells and DCs in liver cancer, focusing on the mechanisms involved in their reciprocal control and activation. In this context, intrahepatic NK cells and DCs present unique immunological features, due to the constant exposure to non-self-circulating antigens. These interactions might play a fundamental role in the pathology of primary liver cancer, namely hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC). Additionally, the implications of these immune changes are relevant from the perspective of improving the cancer immunotherapy strategies in HCC and ICC patients.
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Clinical value of assessing serum levels of inflammatory cytokines in the early diagnosis of patients with primary liver carcinoma: a retrospective observational study. JOURNAL OF BIO-X RESEARCH 2021. [DOI: 10.1097/jbr.0000000000000084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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