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Yao S, Chen W, Chen T, Zuo H, Bi Z, Zhang X, Pang L, Jing Y, Yin X, Cheng H. A comprehensive computational analysis to explore the importance of SIGLECs in HCC biology. BMC Gastroenterol 2023; 23:42. [PMID: 36803349 PMCID: PMC9938566 DOI: 10.1186/s12876-023-02672-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 02/09/2023] [Indexed: 02/20/2023] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is an aggressive, malignant cancer with a complex pathogenesis. However, effective therapeutic targets and prognostic biomarkers are limited. Sorafenib provides delaying cancer progression and survival improvement in advanced HCC. But despite 10 years of research on the clinical application of sorafenib, predictive markers for its therapeutic effect are lacking. METHODS The clinical significance and molecular functions of SIGLEC family members were assessed by a comprehensive bioinformatic analysis. The datasets included in this study (ICGC-LIRI-JP, GSE22058 and GSE14520) are mainly based on patients with HBV infections or HBV-related liver cirrhosis. The TCGA, GEO, and HCCDB databases were used to explore the expression of SIGLEC family genes in HCC. The Kaplan-Meier Plotter database was used to evaluate relationships between the expression levels of SIGLEC family genes and prognosis. Associations between differentially expressed genes in the SIGLEC family and tumour-associated immune cells were evaluated using TIMER. RESULTS The mRNA levels of most SIGLEC family genes were significantly lower in HCC than in normal tissues. Low protein and mRNA expression levels of SIGLECs were strongly correlated with tumour grade and clinical cancer stage in patients with HCC. Tumour-related SIGLEC family genes were associated with tumour immune infiltrating cells. High SIGLEC expression was significantly related to a better prognosis in patients with advanced HCC treated with sorafenib. CONCLUSIONS SIGLEC family genes have potential prognostic value in HCC and may contribute to the regulation of cancer progression and immune cell infiltration. More importantly, our results revealed that SIGLEC family gene expression may be used as a prognostic marker for HCC patients treated with sorafenib.
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Affiliation(s)
- Senbang Yao
- grid.452696.a0000 0004 7533 3408Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601 Anhui China ,grid.186775.a0000 0000 9490 772XDepartment of Oncology, Anhui Medical University, Hefei, Anhui China
| | - Wenjun Chen
- grid.186775.a0000 0000 9490 772XDepartment of Oncology, Anhui Medical University, Hefei, Anhui China ,Department of Oncology, Anhui Chest Hospital, Hefei, Anhui China
| | - Tingting Chen
- grid.452696.a0000 0004 7533 3408Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601 Anhui China
| | - He Zuo
- grid.452696.a0000 0004 7533 3408Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601 Anhui China ,grid.186775.a0000 0000 9490 772XDepartment of Oncology, Anhui Medical University, Hefei, Anhui China
| | - Ziran Bi
- grid.452696.a0000 0004 7533 3408Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601 Anhui China ,grid.186775.a0000 0000 9490 772XDepartment of Oncology, Anhui Medical University, Hefei, Anhui China
| | - Xiuqing Zhang
- grid.452696.a0000 0004 7533 3408Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601 Anhui China ,grid.186775.a0000 0000 9490 772XDepartment of Oncology, Anhui Medical University, Hefei, Anhui China
| | - Lulian Pang
- grid.452696.a0000 0004 7533 3408Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601 Anhui China ,grid.186775.a0000 0000 9490 772XDepartment of Oncology, Anhui Medical University, Hefei, Anhui China
| | - Yanyan Jing
- grid.452696.a0000 0004 7533 3408Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601 Anhui China ,grid.186775.a0000 0000 9490 772XDepartment of Oncology, Anhui Medical University, Hefei, Anhui China
| | - Xiangxiang Yin
- grid.452696.a0000 0004 7533 3408Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601 Anhui China ,grid.186775.a0000 0000 9490 772XDepartment of Oncology, Anhui Medical University, Hefei, Anhui China
| | - Huaidong Cheng
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, China. .,The Third School of Clinical Medicine, Southern Medical University, Shenzhen, Guangdong, China. .,Department of Oncology, Shenzhen Hospital of Southern Medical University, Shenzhen, 518000, Guangdong, China.
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Nabeel-Shah S, Lee H, Ahmed N, Burke GL, Farhangmehr S, Ashraf K, Pu S, Braunschweig U, Zhong G, Wei H, Tang H, Yang J, Marcon E, Blencowe BJ, Zhang Z, Greenblatt JF. SARS-CoV-2 nucleocapsid protein binds host mRNAs and attenuates stress granules to impair host stress response. iScience 2022; 25:103562. [PMID: 34901782 PMCID: PMC8642831 DOI: 10.1016/j.isci.2021.103562] [Citation(s) in RCA: 66] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 10/25/2021] [Accepted: 12/01/2021] [Indexed: 12/22/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) nucleocapsid (N) protein is essential for viral replication, making it a promising target for antiviral drug and vaccine development. SARS-CoV-2 infected patients exhibit an uncoordinated immune response; however, the underlying mechanistic details of this imbalance remain obscure. Here, starting from a functional proteomics workflow, we cataloged the protein-protein interactions of SARS-CoV-2 proteins, including an evolutionarily conserved specific interaction of N with the stress granule resident proteins G3BP1 and G3BP2. N localizes to stress granules and sequesters G3BPs away from their typical interaction partners, thus attenuating stress granule formation. We found that N binds directly to host mRNAs in cells, with a preference for 3' UTRs, and modulates target mRNA stability. We show that the N protein rewires the G3BP1 mRNA-binding profile and suppresses the physiological stress response of host cells, which may explain the imbalanced immune response observed in SARS-CoV-2 infected patients.
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Affiliation(s)
- Syed Nabeel-Shah
- Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Hyunmin Lee
- Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada
- Department of Computer Sciences, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Nujhat Ahmed
- Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Giovanni L Burke
- Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Shaghayegh Farhangmehr
- Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Kanwal Ashraf
- Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada
| | - Shuye Pu
- Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada
| | | | - Guoqing Zhong
- Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada
| | - Hong Wei
- School of Mathematical Sciences, Nankai University, Tianjin 300071, China
| | - Hua Tang
- Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada
| | - Jianyi Yang
- School of Mathematical Sciences, Nankai University, Tianjin 300071, China
| | - Edyta Marcon
- Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada
| | - Benjamin J Blencowe
- Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Zhaolei Zhang
- Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, ON M5S 1A8, Canada
- Department of Computer Sciences, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Jack F Greenblatt
- Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, ON M5S 1A8, Canada
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3
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Dzobo K. The Role of Viruses in Carcinogenesis and Molecular Targeting: From Infection to Being a Component of the Tumor Microenvironment. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2021; 25:358-371. [PMID: 34037476 DOI: 10.1089/omi.2021.0052] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
About a tenth of all cancers are caused by viruses or associated with viral infection. Recent global events including the coronavirus disease-2019 (COVID-19) pandemic means that human encounter with viruses is increased. Cancer development in individuals with viral infection can take many years after infection, demonstrating that the involvement of viruses in cancer development is a long and complex process. This complexity emanates from individual genetic heterogeneity and the many steps involved in cancer development owing to viruses. The process of tumorigenesis is driven by the complex interaction between several viral factors and host factors leading to the creation of a tumor microenvironment (TME) that is ideal and promotes tumor formation. Viruses associated with human cancers ensure their survival and proliferation through activation of several cellular processes including inflammation, migration, and invasion, resistance to apoptosis and growth suppressors. In addition, most human oncoviruses evade immune detection and can activate signaling cascades including the PI3K-Akt-mTOR, Notch and Wnt pathways associated with enhanced proliferation and angiogenesis. This expert review examines and synthesizes the multiple biological factors related to oncoviruses, and the signaling cascades activated by these viruses contributing to viral oncogenesis. In particular, I examine and review the Epstein-Barr virus, human papillomaviruses, and Kaposi's sarcoma herpes virus in a context of cancer pathogenesis. I conclude with a future outlook on therapeutic targeting of the viruses and their associated oncogenic pathways within the TME. These anticancer strategies can be in the form of, but not limited to, antibodies and inhibitors.
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Affiliation(s)
- Kevin Dzobo
- International Centre for Genetic Engineering and Biotechnology (ICGEB), Cape Town Component, Cape Town, South Africa.,Division of Medical Biochemistry and Institute of Infectious Disease and Molecular Medicine, Department of Integrative Biomedical Sciences, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
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Pan TC, Lo CW, Chong WM, Tsai CN, Lee KY, Chen PY, Liao JC, Yu MJ. Differential Proteomics Reveals Discrete Functions of Proteins Interacting with Hypo- versus Hyper-phosphorylated NS5A of the Hepatitis C Virus. J Proteome Res 2019; 18:2813-2825. [PMID: 31199160 DOI: 10.1021/acs.jproteome.9b00130] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Protein phosphorylation is a reversible post-translational modification that regulates many biological processes in almost all living forms. In the case of the hepatitis C virus (HCV), the nonstructural protein 5A (NS5A) is believed to transit between hypo- and hyper-phosphorylated forms that interact with host proteins to execute different functions; however, little was known about the proteins that bind either form of NS5A. Here, we generated two high-quality antibodies specific to serine 235 nonphosphorylated hypo- vs serine 235 phosphorylated (pS235) hyper-phosphorylated form of NS5A and for the first time segregated these two forms of NS5A plus their interacting proteins for dimethyl-labeling based proteomics. We identified 629 proteins, of which 238 were quantified in three replicates. Bioinformatics showed 46 proteins that preferentially bind hypo-phosphorylated NS5A are involved in antiviral response and another 46 proteins that bind pS235 hyper-phosphorylated NS5A are involved in liver cancer progression. We further identified a DNA-dependent kinase (DNA-PK) that binds hypo-phosphorylated NS5A. Inhibition of DNA-PK with an inhibitor or via gene-specific knockdown significantly reduced S232 phosphorylation and NS5A hyper-phosphorylation. Because S232 phosphorylation initiates sequential S232/S235/S238 phosphorylation leading to NS5A hyper-phosphorylation, we identified a new protein kinase that regulates a delicate balance of NS5A between hypo- and hyper-phosphorylation states, respectively, involved in host antiviral responses and liver cancer progression.
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Affiliation(s)
- Ting-Chun Pan
- Institute of Biochemistry and Molecular Biology, College of Medicine , National Taiwan University , Taipei 10051 , Taiwan
| | - Chieh-Wen Lo
- Institute of Biochemistry and Molecular Biology, College of Medicine , National Taiwan University , Taipei 10051 , Taiwan
| | - Weng Man Chong
- Institute of Atomic and Molecular Sciences , Academia Sinica , Taipei 10617 , Taiwan
| | - Chia-Ni Tsai
- Institute of Biochemistry and Molecular Biology, College of Medicine , National Taiwan University , Taipei 10051 , Taiwan
| | - Kuan-Ying Lee
- Institute of Biochemistry and Molecular Biology, College of Medicine , National Taiwan University , Taipei 10051 , Taiwan
| | - Pin-Yin Chen
- Institute of Biochemistry and Molecular Biology, College of Medicine , National Taiwan University , Taipei 10051 , Taiwan
| | - Jung-Chi Liao
- Institute of Atomic and Molecular Sciences , Academia Sinica , Taipei 10617 , Taiwan
| | - Ming-Jiun Yu
- Institute of Biochemistry and Molecular Biology, College of Medicine , National Taiwan University , Taipei 10051 , Taiwan
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5
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Guo L, Smith JA, Abelson M, Vlasova-St. Louis I, Schiff LA, Bohjanen PR. Reovirus infection induces stabilization and up-regulation of cellular transcripts that encode regulators of TGF-β signaling. PLoS One 2018; 13:e0204622. [PMID: 30261045 PMCID: PMC6160134 DOI: 10.1371/journal.pone.0204622] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Accepted: 09/11/2018] [Indexed: 12/24/2022] Open
Abstract
Reovirus infection induces dramatic changes in host mRNA expression. We utilized oligonucleotide microarrays to measure cellular mRNA decay rates in mock- or reovirus-infected murine L929 cells to determine if changes in host mRNA expression are a consequence of reovirus-induced alterations in cellular mRNA stability. Our analysis detected a subset of cellular transcripts that were coordinately induced and stabilized following infection with the reovirus isolates c87 and c8, strains that led to an inhibition of cellular translation, but not following infection with Dearing, a reovirus isolate that did not negatively impact cellular translation. The induced and stabilized transcripts encode multiple regulators of TGF- β signaling, including components of the Smad signaling network and apoptosis/survival pathways. The coordinate induction, through mRNA stabilization, of multiple genes that encode components of TGF-β signaling pathways represents a novel mechanism by which the host cell responds to reovirus infection.
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Affiliation(s)
- Liang Guo
- Program in Infection and Immunity, Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis, Minnesota, United States of America
- Institute for Molecular Virology Training Program, Graduate Program in Comparative and Molecular Bioscience, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Jennifer A. Smith
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Michelle Abelson
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Irina Vlasova-St. Louis
- Program in Infection and Immunity, Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis, Minnesota, United States of America
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Leslie A. Schiff
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Paul R. Bohjanen
- Program in Infection and Immunity, Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis, Minnesota, United States of America
- Institute for Molecular Virology Training Program, Graduate Program in Comparative and Molecular Bioscience, University of Minnesota, Minneapolis, Minnesota, United States of America
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, United States of America
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6
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Abstract
Viruses alter host-cell gene expression at many biochemical levels, such as transcription, translation, mRNA splicing and mRNA decay in order to create a cellular environment suitable for viral replication. In this review, we discuss mechanisms by which viruses manipulate host-gene expression at the level of mRNA decay in order to enable the virus to evade host antiviral responses to allow viral survival and replication. We discuss different cellular RNA decay pathways, including the deadenylation-dependent mRNA decay pathway, and various strategies that viruses exploit to manipulate these pathways in order to create a virus-friendly cellular environment.
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Affiliation(s)
- Liang Guo
- Department of Medicine, Division of Infectious Diseases & International Medicine, Program in Infection & Immunity, University of Minnesota, Minneapolis, MN 55455, USA.,Institute for Molecular Virology Training Program, University of Minnesota, Minneapolis, MN 55455, USA.,Graduate Program in Comparative & Molecular Bioscience, University of Minnesota, Minneapolis, MN 55455, USA
| | - Irina Vlasova-St Louis
- Department of Medicine, Division of Infectious Diseases & International Medicine, Program in Infection & Immunity, University of Minnesota, Minneapolis, MN 55455, USA
| | - Paul R Bohjanen
- Department of Medicine, Division of Infectious Diseases & International Medicine, Program in Infection & Immunity, University of Minnesota, Minneapolis, MN 55455, USA.,Department of Microbiology & Immunology, University of Minnesota, Minneapolis, MN 55455, USA.,Institute for Molecular Virology Training Program, University of Minnesota, Minneapolis, MN 55455, USA.,Graduate Program in Comparative & Molecular Bioscience, University of Minnesota, Minneapolis, MN 55455, USA
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