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Zuo Z, Wen R, Jing S, Chen X, Liu R, Xue J, Zhang L, Li Q. Ganoderma lucidum (Curtis) P. Karst. Immunomodulatory Protein Has the Potential to Improve the Prognosis of Breast Cancer Through the Regulation of Key Prognosis-Related Genes. Pharmaceuticals (Basel) 2024; 17:1695. [PMID: 39770537 PMCID: PMC11677753 DOI: 10.3390/ph17121695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 11/18/2024] [Accepted: 11/22/2024] [Indexed: 01/11/2025] Open
Abstract
Background/Objectives: Breast cancer in women is the most commonly diagnosed and most malignant tumor. Although luminal A breast cancer (LumA) has a relatively better prognosis, it still has a persistent pattern of recurrence. Ganoderma lucidum (Curtis) P. Karst. is a kind of traditional Chinese medicine and has antitumor effects. In this study, we aimed to identify the genes relevant to prognosis, find novel targets, and investigate the function of the bioactive protein from G. lucidum, called FIP-glu, in improving prognosis. Methods: Gene expression data and clinical information of LumA breast cancer patients were downloaded from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases. Using bioinformatics methods, a predictive risk model was constructed to predict the prognosis for each patient. The cell counting kit-8 (CCK8) and clone formation assays were used to validate gene function. The ability of FIP-glu to regulate RNA levels of risk genes was validated. Results: Six risk genes (slit-roundabout GTPase-activating protein 2 (SRGAP2), solute carrier family 35 member 2 (SLC35A2), sequence similarity 114 member A1 (FAM114A1), tumor protein P53-inducible protein 11 (TP53I11), transmembrane protein 63C (TMEM63C), and polymeric immunoglobulin receptor (PIGR)) were identified, and a prognostic model was constructed. The prognosis was worse in the high-risk group and better in the low-risk group. The receiver operating characteristic (ROC) curve confirmed the model's accuracy. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses showed that the differentially expressed genes (DEGs) between the high- and low-risk groups were significantly enriched in the immune responses. TMEM63C could promote tumor viability, growth, and proliferation in vitro. FIP-glu significantly regulated these risk genes, and attenuated the promoting effect of TMEM63C in breast cancer cells. Conclusions: SRGAP2, SLC35A2, FAM114A1, TP53I11, TMEM63C, and PIGR were identified as the potential risk genes for predicting the prognosis of patients. TMEM63C could be a potential novel therapeutic target. Moreover, FIP-glu was a promising drug for improving the prognosis of LumA breast cancer.
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Affiliation(s)
- Zanwen Zuo
- Innovative Drug R&D Center, Innovative Drug Research Center, College of Life Sciences, Huaibei Normal University, Huaibei 235000, China; (Z.Z.)
| | - Ruihua Wen
- Innovative Drug R&D Center, Innovative Drug Research Center, College of Life Sciences, Huaibei Normal University, Huaibei 235000, China; (Z.Z.)
| | - Shuang Jing
- Innovative Drug R&D Center, Innovative Drug Research Center, College of Life Sciences, Huaibei Normal University, Huaibei 235000, China; (Z.Z.)
| | - Xianghui Chen
- School of Medicine, Shanghai University, Shanghai 200444, China
| | - Ruisang Liu
- National “111” Center for Cellular Regulation and Molecular Pharmaceutics, Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei Key Laboratory of Industrial Microbiology, Cooperative Innovation Center of Industrial Fermentation (Ministry of Education & Hubei Province), School of Life Science and Health Engineering, Hubei University of Technology, Wuhan 430068, China
| | - Jianping Xue
- Innovative Drug R&D Center, Innovative Drug Research Center, College of Life Sciences, Huaibei Normal University, Huaibei 235000, China; (Z.Z.)
| | - Lei Zhang
- Innovative Drug R&D Center, Innovative Drug Research Center, College of Life Sciences, Huaibei Normal University, Huaibei 235000, China; (Z.Z.)
- Department of Pharmaceutical Botany, School of Pharmacy, Naval Medical University, Shanghai 200433, China
- Key Laboratory of Plant Secondary Metabolism and Regulation of Zhejiang Province, College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, China
| | - Qizhang Li
- Innovative Drug R&D Center, Innovative Drug Research Center, College of Life Sciences, Huaibei Normal University, Huaibei 235000, China; (Z.Z.)
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Wang B, Yu RZ, Zhang XY, Ren Y, Zhen YW, Han L. Polo-like kinase 4 accelerates glioma malignant progression and vasculogenic mimicry by phosphorylating EphA2. Cancer Lett 2024; 611:217397. [PMID: 39694224 DOI: 10.1016/j.canlet.2024.217397] [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: 12/10/2024] [Accepted: 12/14/2024] [Indexed: 12/20/2024]
Abstract
Vasculogenic mimicry (VM), which involved the formation of vascular-like structures by highly invasive tumor cells, had been identified as one of the mechanisms contributing to resistance against anti-angiogenic therapy in patients with glioblastoma (GBM). Therefore, inhibition of VM formation may serve as an effective therapeutic strategy against angiogenesis resistance. Polo-like kinase 4 (PLK4), a protein kinase, had been linked to the progression of glioblastoma and was associated with an unfavorable prognosis. The integration of proteomics and phosphoproteomics revealed that PLK4 directly activated the PI3K-Akt and MAPK signaling cascades by phosphorylating the Ser901 and Ser897 of EphA2. In addition, EphA2 Ser901 phosphorylating catalyzed by PLK4 significantly enhanced the phosphorylation of its own Ser897 site, which is a hallmark of EphA2 activation. The PI3K-Akt signaling was intricately associated with the progression of VM. Thus, PLK4 influenced malignant progression and VM formation via stimulation of the EphA2 signal transduction. Moreover, the expression level of PLK4 protein positively correlated with the level of EphA2 phosphorylation in glioma tissues. These results highlighted the crucial significance of PLK4 phosphorylating EphA2 in the malignant progression and VM formation in GBM.
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Affiliation(s)
- Bo Wang
- Tianjin Neurological Institute, Key Laboratory of Post-Neuro Injury, Neuro-repair and Regeneration in Central Nervous System, Ministry of Education and Tianjin City, Tianjin Medical University General Hospital, Tianjin, 300052, China
| | - Run-Ze Yu
- Tianjin Neurological Institute, Key Laboratory of Post-Neuro Injury, Neuro-repair and Regeneration in Central Nervous System, Ministry of Education and Tianjin City, Tianjin Medical University General Hospital, Tianjin, 300052, China
| | - Xiao-Yang Zhang
- Tianjin Neurological Institute, Key Laboratory of Post-Neuro Injury, Neuro-repair and Regeneration in Central Nervous System, Ministry of Education and Tianjin City, Tianjin Medical University General Hospital, Tianjin, 300052, China
| | - Yu Ren
- Department of Genetics, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China.
| | - Ying-Wei Zhen
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China.
| | - Lei Han
- Tianjin Neurological Institute, Key Laboratory of Post-Neuro Injury, Neuro-repair and Regeneration in Central Nervous System, Ministry of Education and Tianjin City, Tianjin Medical University General Hospital, Tianjin, 300052, China.
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3
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Toracchio L, Carrabotta M, Mancarella C, Morrione A, Scotlandi K. EphA2 in Cancer: Molecular Complexity and Therapeutic Opportunities. Int J Mol Sci 2024; 25:12191. [PMID: 39596256 PMCID: PMC11594831 DOI: 10.3390/ijms252212191] [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: 10/08/2024] [Revised: 11/07/2024] [Accepted: 11/11/2024] [Indexed: 11/28/2024] Open
Abstract
Erythropoietin-producing hepatocellular A2 (EphA2) is a member of the Eph tyrosine kinase receptor family that has been linked to various biological processes. In tumors, EphA2 overexpression is associated with noncanonical pathway activation, tumor progression, and a poor prognosis, which has emphasized its importance as a marker of malignancy. Studies on numerous cancer models have highlighted EphA2's dual and often contradictory action, which can be attributed to EphA2's interactions involving multiple pathways and different ligands, as well as the heterogeneity of the tumor microenvironment. In this review, we summarize the main mechanisms underlying EphA2 dysregulation in cancer, highlighting its molecular complexity. Then, we analyze therapies that have been developed over time to counteract its action. We discuss the limitations of the described approaches, emphasizing the fact that the goal of new options is high specificity without losing therapeutic efficacy. For this reason, immunotherapy or the emerging field of targeted protein degradation with proteolysis-targeting chimeras (PROTACs) may represent a promising solution that can be developed based on a deeper understanding of the molecular mechanisms sustaining EphA2 oncogenic activity.
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Affiliation(s)
- Lisa Toracchio
- Laboratory of Experimental Oncology, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy; (L.T.); (M.C.); (C.M.)
| | - Marianna Carrabotta
- Laboratory of Experimental Oncology, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy; (L.T.); (M.C.); (C.M.)
| | - Caterina Mancarella
- Laboratory of Experimental Oncology, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy; (L.T.); (M.C.); (C.M.)
| | - Andrea Morrione
- Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, Department of Biology, College of Science and Technology, Temple University, Philadelphia, PA 19122, USA;
| | - Katia Scotlandi
- Laboratory of Experimental Oncology, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy; (L.T.); (M.C.); (C.M.)
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4
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Qiu C, Sun N, Zeng S, Chen L, Gong F, Tian J, Xiong Y, Peng L, He H, Ming Y. Unveiling the therapeutic promise of EphA2 in glioblastoma: a comprehensive review. Discov Oncol 2024; 15:501. [PMID: 39331302 PMCID: PMC11436538 DOI: 10.1007/s12672-024-01380-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Accepted: 09/20/2024] [Indexed: 09/28/2024] Open
Abstract
Glioblastoma (GBM), a primary brain tumor, exhibits remarkable invasiveness and is characterized by its intricate location, infiltrative behavior, the presence of both the blood-brain barrier (BBB) and the blood-brain tumor barrier (BBTB), phenotypic diversity, an immunosuppressive microenvironment with limited development yet rich vascularity, as well as the resistant nature of glioblastoma stem cells (GSCs) towards traditional chemotherapy and radiotherapy. These formidable factors present substantial obstacles in the quest for effective GBM treatments. Following extensive research spanning three decades, the hepatocellular receptor A2 (EphA2) receptor tyrosine kinase has emerged as a promising molecular target with translational potential in the realm of cancer therapy. Numerous compounds aimed at targeting EphA2 have undergone rigorous evaluation and clinical investigation. This article provides a comprehensive account of the distinctive roles played by canonical and non-canonical EphA2 signaling in various contexts, while also exploring the involvement of the EphA2-ephrin A1 signaling axis in GBM pathogenesis. Additionally, the review offers an overview of completed clinical trials targeting EphA2 for GBM treatment, shedding light on both the prospects and challenges associated with EphA2-directed interventions in the domain of cancer therapeutics.
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Affiliation(s)
- Caohang Qiu
- Department of Neurosurgery, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
- Sichuan Clinical Research Center of Neurosurgery, Luzhou, 646000, People's Republic of China
- Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, People's Republic of China
- Neurological Diseases and Brain Function Laboratory, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
| | - Ning Sun
- Department of Pediatric Surgery, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325000, China
| | - Shan Zeng
- Department of Neurosurgery, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
- Sichuan Clinical Research Center of Neurosurgery, Luzhou, 646000, People's Republic of China
- Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, People's Republic of China
- Neurological Diseases and Brain Function Laboratory, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
| | - Ligang Chen
- Department of Neurosurgery, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
- Sichuan Clinical Research Center of Neurosurgery, Luzhou, 646000, People's Republic of China
- Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, People's Republic of China
- Neurological Diseases and Brain Function Laboratory, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
| | - Feilong Gong
- Department of Neurosurgery, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
- Sichuan Clinical Research Center of Neurosurgery, Luzhou, 646000, People's Republic of China
- Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, People's Republic of China
- Neurological Diseases and Brain Function Laboratory, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
| | - Junjie Tian
- Department of Neurosurgery, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
- Sichuan Clinical Research Center of Neurosurgery, Luzhou, 646000, People's Republic of China
- Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, People's Republic of China
- Neurological Diseases and Brain Function Laboratory, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
| | - Yu Xiong
- Department of Neurosurgery, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
- Sichuan Clinical Research Center of Neurosurgery, Luzhou, 646000, People's Republic of China
- Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, People's Republic of China
- Neurological Diseases and Brain Function Laboratory, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
| | - Lilei Peng
- Department of Neurosurgery, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
- Sichuan Clinical Research Center of Neurosurgery, Luzhou, 646000, People's Republic of China
- Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, People's Republic of China
- Neurological Diseases and Brain Function Laboratory, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
| | - Haiping He
- Department of Neurosurgery, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
- Sichuan Clinical Research Center of Neurosurgery, Luzhou, 646000, People's Republic of China
- Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, People's Republic of China
- Neurological Diseases and Brain Function Laboratory, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China
| | - Yang Ming
- Department of Neurosurgery, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China.
- Sichuan Clinical Research Center of Neurosurgery, Luzhou, 646000, People's Republic of China.
- Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, People's Republic of China.
- Neurological Diseases and Brain Function Laboratory, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, People's Republic of China.
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Gan X, Hu J, Pang Q, Yan R, Bao Y, Liu Y, Song J, Wang Z, Sun W, Huang F, Cai C, Wang L. LDHA-mediated M2-type macrophage polarization via tumor-derived exosomal EPHA2 promotes renal cell carcinoma progression. Mol Carcinog 2024; 63:1486-1499. [PMID: 38780182 DOI: 10.1002/mc.23737] [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: 01/22/2024] [Revised: 03/12/2024] [Accepted: 03/27/2024] [Indexed: 05/25/2024]
Abstract
Lactate dehydrogenase A (LDHA) is known to promote the growth and invasion of various types of tumors, affects tumor resistance, and is associated with tumor immune escape. But how LDHA reshapes the tumor microenvironment and promotes the progression of renal cell carcinoma (RCC) remains unclear. In this study, we found that LDHA was highly expressed in clear cell RCC (ccRCC), and this high expression was associated with macrophage infiltration, while macrophages were highly infiltrated in ccRCC, affecting patient prognosis via M2-type polarization. Our in vivo and in vitro experiments demonstrated that LDHA and M2-type macrophages could enhance the proliferation, invasion, and migration abilities of ccRCC cells. Mechanistically, high expression of LDHA in ccRCC cells upregulated the expression of EPHA2 in exosomes derived from renal cancer. Exosomal EPHA2 promoted M2-type polarization of macrophages by promoting activation of the PI3K/AKT/mTOR pathway in macrophages, thereby promoting the progression of ccRCC. All these findings suggest that EPHA2 may prove to be a potential therapeutic target for advanced RCC.
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Affiliation(s)
- Xinxin Gan
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
- School of Materials Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
| | - Jiatao Hu
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Qingyang Pang
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Rui Yan
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Yi Bao
- Department of Urology, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Ying Liu
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Jiaao Song
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Zheng Wang
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Weihao Sun
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Fuzhao Huang
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Chen Cai
- Department of Special Clinic, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Linhui Wang
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
- School of Materials Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
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6
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Zhao W, Hu X, Chen Z, Li X. Major Facilitator Superfamily Domain Containing 12 Is Overexpressed in Lung Cancer and Exhibits an Oncogenic Role in Lung Adenocarcinoma Cells. DNA Cell Biol 2024; 43:331-340. [PMID: 38687351 DOI: 10.1089/dna.2023.0378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2024] Open
Abstract
Major facilitator superfamily domain containing 12 (MFSD12) regulates lysosomal cysteine import and promotes the proliferation and survival of melanoma cells. However, the expression and function of MFSD12 in other cancers, particularly in lung cancer, remain unclear. The expression of MFSD12 across various types of cancers and corresponding control tissues was examined using TIMER. MFSD12 expression in lung adenocarcinoma (LUAD) and its correlation with distinct clinicopathological features of LUAD patients were analyzed with UALCAN. The correlation between MFSD12 expression and survival of LUAD patients was assessed using the R package, survival, and the relationship between MFSD12 expression and immune infiltration status in LUAD was investigated using CIBERSORT. In addition, MFSD12 expression was knocked down in PC9 LUAD cells and their proliferation, capacity for expansion, cell cycle, apoptosis, and migration/invasion were evaluated through CCK-8 assays, colony formation assays, 7-AAD staining, Annexin V/PI staining, and Transwell assays, respectively. The stemness of these PC9 cells was determined through Western blotting, flow cytometry, and tumor sphere formation assays. MFSD12 mRNA levels were significantly elevated in multiple types of cancers, including LUAD. MFSD12 expression was also positively correlated with cancer stage, nodal metastasis, and infiltration of various immune cells in LUAD, and high MFSD12 levels predicted poor survival among LUAD patients. Knockdown of MFSD12 in PC9 cells resulted in decreased proliferation, attenuated colony formation capacity, cell cycle arrest, elevated apoptosis, impaired migration/invasion, and reduced stemness in PC9 cells. MFSD12 is an oncogene in LUAD.
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Affiliation(s)
- Weijun Zhao
- Department of Thoracic Surgery, The First Affiliated Hospital of Ningbo University, Ningbo, China
| | - Xilin Hu
- Department of Thoracic Surgery, The First Affiliated Hospital of Ningbo University, Ningbo, China
| | - Zixuan Chen
- Department of Thoracic Surgery, The First Affiliated Hospital of Ningbo University, Ningbo, China
| | - Xinjian Li
- Department of Thoracic Surgery, The First Affiliated Hospital of Ningbo University, Ningbo, China
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7
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Oh S, Nam SK, Lee KW, Lee HS, Park Y, Kwak Y, Lee KS, Kim JW, Kim JW, Kang M, Park YS, Ahn SH, Suh YS, Park DJ, Kim HH. Genomic and Transcriptomic Characterization of Gastric Cancer with Bone Metastasis. Cancer Res Treat 2024; 56:219-237. [PMID: 37591783 PMCID: PMC10789947 DOI: 10.4143/crt.2023.340] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 08/10/2023] [Indexed: 08/19/2023] Open
Abstract
PURPOSE Bone metastasis (BM) adversely affects the prognosis of gastric cancer (GC). We investigated molecular features and immune microenvironment that characterize GC with BM compared to GC without BM. MATERIALS AND METHODS Targeted DNA and whole transcriptome sequencing were performed using formalin-fixed paraffin-embedded primary tumor tissues (gastrectomy specimens) of 50 GC cases with distant metastases (14 with BM and 36 without BM). In addition, immunohistochemistry (IHC) for mucin-12 and multiplex IHC for immune cell markers were performed. RESULTS Most GC cases with BM had a histologic type of poorly cohesive carcinoma and showed worse overall survival (OS) than GC without BM (p < 0.05). GC with BM tended to have higher mutation rates in TP53, KDR, APC, KDM5A, and RHOA than GC without BM. Chief cell-enriched genes (PGA3, PGC, and LIPF), MUC12, MFSD4A, TSPAN7, and TRIM50 were upregulated in GC with BM compared to GC without BM, which was correlated with poor OS (p < 0.05). However, the expression of SERPINA6, SLC30A2, PMAIP1, and ITIH2 were downregulated in GC with BM. GC with BM was associated with PIK3/AKT/mTOR pathway activation, whereas GC without BM showed the opposite effect. The densities of helper, cytotoxic, and regulatory T cells did not differ between the two groups, whereas the densities of macrophages were lower in GC with BM (p < 0.05). CONCLUSION GC with BM had different gene mutation and expression profiles than GC without BM, and had more genetic alterations associated with a poor prognosis.
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Affiliation(s)
- Sujin Oh
- Department of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Soo Kyung Nam
- Department of Interdisciplinary Program in Cancer Biology, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Keun-Wook Lee
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Hye Seung Lee
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Yujun Park
- Department of Pathology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea
| | - Yoonjin Kwak
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Kyu Sang Lee
- Department of Pathology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Ji-Won Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Jin Won Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Minsu Kang
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Young Suk Park
- Department of Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Sang-Hoon Ahn
- Department of Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Yun-Suhk Suh
- Department of Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Do Joong Park
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
- Department of Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Hyung Ho Kim
- Department of Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
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Imanishi M, Inoue T, Fukushima K, Yamashita R, Nakayama R, Nojima M, Kondo K, Gomi Y, Tsunematsu H, Goto K, Miyamoto L, Funamoto M, Denda M, Ishizawa K, Otaka A, Fujino H, Ikeda Y, Tsuchiya K. CA9 and PRELID2; hypoxia-responsive potential therapeutic targets for pancreatic ductal adenocarcinoma as per bioinformatics analyses. J Pharmacol Sci 2023; 153:232-242. [PMID: 37973221 DOI: 10.1016/j.jphs.2023.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Revised: 09/25/2023] [Accepted: 10/13/2023] [Indexed: 11/19/2023] Open
Abstract
A strong hypoxic environment has been observed in pancreatic ductal adenocarcinoma (PDAC) cells, which contributes to drug resistance, tumor progression, and metastasis. Therefore, we performed bioinformatics analyses to investigate potential targets for the treatment of PDAC. To identify potential genes as effective PDAC treatment targets, we selected all genes whose expression level was related to worse overall survival (OS) in The Cancer Genome Atlas (TCGA) database and selected only the genes that matched with the genes upregulated due to hypoxia in pancreatic cancer cells in the dataset obtained from the Gene Expression Omnibus (GEO) database. Although the extracted 107 hypoxia-responsive genes included the genes that were slightly enriched in angiogenic factors, TCGA data analysis revealed that the expression level of endothelial cell (EC) markers did not affect OS. Finally, we selected CA9 and PRELID2 as potential targets for PDAC treatment and elucidated that a CA9 inhibitor, U-104, suppressed pancreatic cancer cell growth more effectively than 5-fluorouracil (5-FU) and PRELID2 siRNA treatment suppressed the cell growth stronger than CA9 siRNA treatment. Thus, we elucidated that specific inhibition of PRELID2 as well as CA9, extracted via exhaustive bioinformatic analyses of clinical datasets, could be a more effective strategy for PDAC treatment.
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Affiliation(s)
- Masaki Imanishi
- Department of Medical Pharmacology, Graduate School of Biomedical Sciences, Tokushima University, Japan.
| | - Takahisa Inoue
- Department of Medical Pharmacology, Graduate School of Biomedical Sciences, Tokushima University, Japan; Department of Pharmacy, Tokushima University Hospital, Japan
| | - Keijo Fukushima
- Department of Pharmacology for Life Sciences, Graduate School of Biomedical Sciences, Tokushima University, Japan.
| | - Ryosuke Yamashita
- Department of Medical Pharmacology, Graduate School of Biomedical Sciences, Tokushima University, Japan
| | - Ryo Nakayama
- Department of Medical Pharmacology, Graduate School of Biomedical Sciences, Tokushima University, Japan
| | - Masataka Nojima
- Department of Medical Pharmacology, Graduate School of Biomedical Sciences, Tokushima University, Japan
| | - Kosuke Kondo
- Department of Medical Pharmacology, Graduate School of Biomedical Sciences, Tokushima University, Japan
| | - Yoshiki Gomi
- Department of Medical Pharmacology, Graduate School of Biomedical Sciences, Tokushima University, Japan
| | - Honoka Tsunematsu
- Department of Medical Pharmacology, Graduate School of Biomedical Sciences, Tokushima University, Japan
| | - Kohei Goto
- Department of Medical Pharmacology, Graduate School of Biomedical Sciences, Tokushima University, Japan
| | - Licht Miyamoto
- Laboratory of Pharmacology and Food Science, Department of Nutrition and Life Science, Faculty of Health and Medical Sciences, Kanagawa Institute of Technology, Japan
| | - Masafumi Funamoto
- Department of Pharmacology, Graduate School of Biomedical Sciences, Tokushima University, Japan
| | - Masaya Denda
- Department of Bioorganic Synthetic Chemistry, Graduate School of Biomedical Sciences, Tokushima University, Japan
| | - Keisuke Ishizawa
- Department of Pharmacy, Tokushima University Hospital, Japan; Department of Clinical Pharmacology and Therapeutics, Graduate School of Biomedical Sciences, Tokushima University, Japan; Clinical Research Center for Developmental Therapeutics, Tokushima University Hospital, Japan
| | - Akira Otaka
- Department of Bioorganic Synthetic Chemistry, Graduate School of Biomedical Sciences, Tokushima University, Japan
| | - Hiromichi Fujino
- Department of Pharmacology for Life Sciences, Graduate School of Biomedical Sciences, Tokushima University, Japan
| | - Yasumasa Ikeda
- Department of Pharmacology, Graduate School of Biomedical Sciences, Tokushima University, Japan
| | - Koichiro Tsuchiya
- Department of Medical Pharmacology, Graduate School of Biomedical Sciences, Tokushima University, Japan
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9
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Zhou Z, Zheng K, Zhou S, Yang Y, Chen J, Jin X. E3 ubiquitin ligases in nasopharyngeal carcinoma and implications for therapies. J Mol Med (Berl) 2023; 101:1543-1565. [PMID: 37796337 DOI: 10.1007/s00109-023-02376-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 09/05/2023] [Accepted: 09/14/2023] [Indexed: 10/06/2023]
Abstract
Nasopharyngeal carcinoma (NPC) is one of the most common squamous cell carcinomas of the head and neck, and Epstein-Barr virus (EBV) infection is one of the pathogenic factors involved in the oncogenetic development and progression of NPC. E3 ligases, which are key members of the ubiquitin proteasome system (UPS), specifically recognize various oncogenic factors and tumor suppressors and contribute to determining their fate through ubiquitination. Several studies have demonstrated that E3 ligases are aberrantly expressed and mutated in NPC and that these changes are closely associated with the occurrence and progression of NPC. Herein, we aim to thoroughly review the specific action mechanisms by which E3 ligases participate in NPC signaling pathways and discuss their functional relationship with EBV. Moreover, we describe the current progress in and limitations for targeted therapies against E3 ligases in NPC. KEY MESSAGES: • E3 ubiquitin ligases, as members of the UPS system, determine the fate of their substrates and may act either as oncogenic or anti-tumorigenic factors in NPC. • Mutations or dysregulated expression of E3 ubiquitin ligases is closely related to the occurrence, development, and therapeutic sensitivity of NPC, as they play important roles in several signaling pathways affected by EBV infection. • As promising therapeutic targets, E3 ligases may open new avenues for treatment and for improving the prognosis of NPC patients.
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Affiliation(s)
- Zijian Zhou
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, 315040, China
| | - Kaifeng Zheng
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, 315040, China
| | - Shao Zhou
- Department of Otolaryngology-Head and Neck Surgery, The Affiliated People's Hospital of Ningbo University, Ningbo, 315040, China
| | - Youxiong Yang
- Department of Otolaryngology-Head and Neck Surgery, Ningbo Yinzhou Second Hospital, Ningbo, 315199, China.
| | - Jun Chen
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, 315040, China.
| | - Xiaofeng Jin
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, 315040, China.
- Department of Biochemistry and Molecular Biology, and Zhejiang Key Laboratory of Pathophysiology, Health Science Center of Ningbo University, Ningbo, 315211, China.
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10
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Li W, Wu H, Xu J. Construction of a genomic instability-derived predictive prognostic signature for non-small cell lung cancer patients. Cancer Genet 2023; 278-279:24-37. [PMID: 37579716 DOI: 10.1016/j.cancergen.2023.07.008] [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: 02/20/2023] [Revised: 06/27/2023] [Accepted: 07/29/2023] [Indexed: 08/16/2023]
Abstract
BACKGROUND Genomic instability (GI) is an effective prognostic marker of cancer. Thus, in this work, we aimed to explore the impact of GI derived signature on prognosis in non-small cell lung cancer (NSCLC) patients using bioinformatics methods. METHODS The data of NSCLC patients were collected from The Cancer Genome Atlas. Totally 1794 immune related genes were downloaded from immport database. The optimal prognosis related genes were identified by univariate and LASSO Cox analyses. The risk score model was built to predict the NSCLC patients' prognosis. The immune cell infiltration was analyzed in CIBERSORT. RESULTS The 951 differentially expressed genes (DEGs) between the genomic stability (GS) and GI groups were enriched in 862 Gene ontology terms and 32 Kyoto Encyclopedia of Genes and Genomes pathways. Based on the 13 optimal genes, a prognostic risk score mode for NSCLC was established, and the high-risk patients exhibited worse overall survival. Moreover, the nomogram could reliably predict the clinical outcomes. The immune cell infiltration and checkpoints were significantly differential between the two groups (high-risk and low-risk). CONCLUSION The GI related 13-gene signature (TMPRSS11E, TNNC2, HLF, FOXM1, PKMYT1, TCN1, RGS20, SYT8, CD1B, LY6K, MFSD4A, KLRG2 APCDD1L) could reliably predict the prognosis of NSCLC patients.
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Affiliation(s)
- Wei Li
- Department of Pulmonary and Critical Care Medicine, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng City, Yancheng, Jiangsu 224006, China
| | - Huaman Wu
- Department of Respiratory and Critical Care Medicine, Zigong First People's Hospital, Ziliujing District, Zigong, Sichuan 643000, China
| | - Juan Xu
- Department of Pulmonary and Critical Care Medicine, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng City, Yancheng, Jiangsu 224006, China.
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11
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Guo Z, Jiang P, Dong Q, Zhang Y, Xu K, Zhai Y, He F, Tian C, Sun A. RNF149 Promotes HCC Progression through Its E3 Ubiquitin Ligase Activity. Cancers (Basel) 2023; 15:5203. [PMID: 37958377 PMCID: PMC10648572 DOI: 10.3390/cancers15215203] [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: 10/03/2023] [Revised: 10/17/2023] [Accepted: 10/24/2023] [Indexed: 11/15/2023] Open
Abstract
Hepatocellular carcinoma (HCC) accounts for over 80% of cases among liver cancer, with high incidence and poor prognosis. Thus, it is of valuable clinical significance for discovery of potential biomarkers and drug targets for HCC. In this study, based on the proteomic profiling data of paired early-stage HCC samples, we found that RNF149 was strikingly upregulated in tumor tissues and correlated with poor prognosis in HCC patients, which was further validated by IHC staining experiments of an independent HCC cohort. Consistently, overexpression of RNF149 significantly promoted cell proliferation, migration, and invasion of HCC cells. We further proved that RNF149 stimulated HCC progression via its E3 ubiquitin ligase activity, and identified DNAJC25 as its new substrate. In addition, bioinformatics analysis showed that high expression of RNF149 was correlated with immunosuppressive tumor microenvironment (TME), indicating its potential role in immune regulation of HCC. These results suggest that RNF149 could exert protumor functions in HCC in dependence of its E3 ubiquitin ligase activity, and might be a potential prognostic marker and therapeutic target for HCC treatment.
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Affiliation(s)
- Zhaoyu Guo
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 102206, China; (Z.G.); (P.J.); (Q.D.); (Y.Z.); (K.X.); (Y.Z.); (F.H.)
| | - Pei Jiang
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 102206, China; (Z.G.); (P.J.); (Q.D.); (Y.Z.); (K.X.); (Y.Z.); (F.H.)
- Research Unit of Proteomics Dirven Cancer Precision Medicine, Chinese Academy of Medical Sciences, Beijing 102206, China
- International Academy of Phronesis Medicine, Guangzhou 510005, China
| | - Qian Dong
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 102206, China; (Z.G.); (P.J.); (Q.D.); (Y.Z.); (K.X.); (Y.Z.); (F.H.)
| | - Yiming Zhang
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 102206, China; (Z.G.); (P.J.); (Q.D.); (Y.Z.); (K.X.); (Y.Z.); (F.H.)
- Research Unit of Proteomics Dirven Cancer Precision Medicine, Chinese Academy of Medical Sciences, Beijing 102206, China
| | - Kaikun Xu
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 102206, China; (Z.G.); (P.J.); (Q.D.); (Y.Z.); (K.X.); (Y.Z.); (F.H.)
- Research Unit of Proteomics Dirven Cancer Precision Medicine, Chinese Academy of Medical Sciences, Beijing 102206, China
- International Academy of Phronesis Medicine, Guangzhou 510005, China
| | - Yuanjun Zhai
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 102206, China; (Z.G.); (P.J.); (Q.D.); (Y.Z.); (K.X.); (Y.Z.); (F.H.)
- Research Unit of Proteomics Dirven Cancer Precision Medicine, Chinese Academy of Medical Sciences, Beijing 102206, China
| | - Fuchu He
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 102206, China; (Z.G.); (P.J.); (Q.D.); (Y.Z.); (K.X.); (Y.Z.); (F.H.)
- Research Unit of Proteomics Dirven Cancer Precision Medicine, Chinese Academy of Medical Sciences, Beijing 102206, China
- International Academy of Phronesis Medicine, Guangzhou 510005, China
| | - Chunyan Tian
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 102206, China; (Z.G.); (P.J.); (Q.D.); (Y.Z.); (K.X.); (Y.Z.); (F.H.)
- Research Unit of Proteomics Dirven Cancer Precision Medicine, Chinese Academy of Medical Sciences, Beijing 102206, China
| | - Aihua Sun
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 102206, China; (Z.G.); (P.J.); (Q.D.); (Y.Z.); (K.X.); (Y.Z.); (F.H.)
- Research Unit of Proteomics Dirven Cancer Precision Medicine, Chinese Academy of Medical Sciences, Beijing 102206, China
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