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Huang T, Cao H, Liu C, Sun X, Dai S, Liu L, Wang Y, Guo C, Wang X, Gao Y, Tang W, Xia Y. MAL2 reprograms lipid metabolism in intrahepatic cholangiocarcinoma via EGFR/SREBP-1 pathway based on single-cell RNA sequencing. Cell Death Dis 2024; 15:411. [PMID: 38866777 PMCID: PMC11169275 DOI: 10.1038/s41419-024-06775-7] [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: 10/06/2023] [Revised: 05/15/2024] [Accepted: 05/24/2024] [Indexed: 06/14/2024]
Abstract
Intrahepatic cholangiocarcinoma (ICC) is a highly aggressive cancer characterized by a poor prognosis and resistance to chemotherapy. In this study, utilizing scRNA-seq, we discovered that the tetra-transmembrane protein mal, T cell differentiation protein 2 (MAL2), exhibited specific enrichment in ICC cancer cells and was strongly associated with a poor prognosis. The inhibition of MAL2 effectively suppressed cell proliferation, invasion, and migration. Transcriptomics and metabolomics analyses suggested that MAL2 promoted lipid accumulation in ICC by stabilizing EGFR membrane localization and activated the PI3K/AKT/SREBP-1 axis. Molecular docking and Co-IP proved that MAL2 interacted directly with EGFR. Based on constructed ICC organoids, the downregulation of MAL2 enhanced apoptosis and sensitized ICC cells to cisplatin. Lastly, we conducted a virtual screen to identify sarizotan, a small molecule inhibitor of MAL2, and successfully validated its ability to inhibit MAL2 function. Our findings highlight the tumorigenic role of MAL2 and its involvement in cisplatin sensitivity, suggesting the potential for novel combination therapeutic strategies in ICC.
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Affiliation(s)
- Tian Huang
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University; Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences; NHC Key laboratory of Hepatobiliary cancers,Nanjing, China, Nanjing, Jiangsu, China
| | - Hengsong Cao
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University; Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences; NHC Key laboratory of Hepatobiliary cancers,Nanjing, China, Nanjing, Jiangsu, China
| | - Chuan Liu
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University; Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences; NHC Key laboratory of Hepatobiliary cancers,Nanjing, China, Nanjing, Jiangsu, China
| | - Xiaohu Sun
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University; Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences; NHC Key laboratory of Hepatobiliary cancers,Nanjing, China, Nanjing, Jiangsu, China
| | - Shipeng Dai
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University; Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences; NHC Key laboratory of Hepatobiliary cancers,Nanjing, China, Nanjing, Jiangsu, China
| | - Li Liu
- State Key Laboratory of Modern Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Yuliang Wang
- School of Basic Medicine, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Cheng Guo
- Department of Otorhinolaryngology Head and Neck Surgery, Guangzhou First People's Hospital, Guangzhou, Guangdong, China
| | - Xuehao Wang
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University; Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences; NHC Key laboratory of Hepatobiliary cancers,Nanjing, China, Nanjing, Jiangsu, China.
| | - Yun Gao
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University; Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences; NHC Key laboratory of Hepatobiliary cancers,Nanjing, China, Nanjing, Jiangsu, China.
| | - Weiwei Tang
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University; Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences; NHC Key laboratory of Hepatobiliary cancers,Nanjing, China, Nanjing, Jiangsu, China.
| | - Yongxiang Xia
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University; Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences; NHC Key laboratory of Hepatobiliary cancers,Nanjing, China, Nanjing, Jiangsu, China.
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Hu H, Zhu H, Zhan W, Hao B, Yan T, Zhang J, Wang S, Xu X, Zhang T. Integration of multiomics analyses reveals unique insights into CD24-mediated immunosuppressive tumor microenvironment of breast cancer. Inflamm Res 2024; 73:1047-1068. [PMID: 38622285 DOI: 10.1007/s00011-024-01882-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 02/19/2024] [Accepted: 04/07/2024] [Indexed: 04/17/2024] Open
Abstract
BACKGROUND Tumor immunotherapy brings new light and vitality to breast cancer patients, but low response rate and limitations of therapeutic targets become major obstacles to its clinical application. Recent studies have shown that CD24 is involved in an important process of tumor immune regulation in breast cancer and is a promising target for immunotherapy. METHODS In this study, singleR was used to annotate each cell subpopulation after t-distributed stochastic neighbor embedding (t-SNE) methods. Pseudo-time trace analysis and cell communication were analyzed by Monocle2 package and CellChat, respectively. A prognostic model based on CD24-related genes was constructed using several machine learning methods. Multiple quantitative immunofluorescence (MQIF) was used to evaluate the spatial relationship between CD24+PANCK+cells and exhausted CD8+T cells. RESULTS Based on the scRNA-seq analysis, 1488 CD24-related differential genes were identified, and a risk model consisting of 15 prognostic characteristic genes was constructed by combining the bulk RNA-seq data. Patients were divided into high- and low-risk groups based on the median risk score. Immune landscape analysis showed that the low-risk group showed higher infiltration of immune-promoting cells and stronger immune reactivity. The results of cell communication demonstrated a strong interaction between CD24+epithelial cells and CD8+T cells. Subsequent MQIF demonstrated a strong interaction between CD24+PANCK+ and exhausted CD8+T cells with FOXP3+ in breast cancer. Additionally, CD24+PANCK+ and CD8+FOXP3+T cells were positively associated with lower survival rates. CONCLUSION This study highlights the importance of CD24+breast cancer cells in clinical prognosis and immunosuppressive microenvironment, which may provide a new direction for improving patient outcomes.
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Affiliation(s)
- Haihong Hu
- Department of Pharmacy, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
- School of Pharmacy, Hengyang Medical College, University of South China, Hengyang, 421001, Hunan, China
- Phase I Clinical Trial Center, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Hongxia Zhu
- Department of Pharmacy, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
- School of Pharmacy, Hengyang Medical College, University of South China, Hengyang, 421001, Hunan, China
| | - Wendi Zhan
- Department of Pharmacy, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
- School of Pharmacy, Hengyang Medical College, University of South China, Hengyang, 421001, Hunan, China
| | - Bo Hao
- Department of Pharmacy, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Ting Yan
- Department of Breast and Thyroid Surgery, The First Affiliated HospitalH, engyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Jingdi Zhang
- Department of Pharmacy, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
- School of Pharmacy, Hengyang Medical College, University of South China, Hengyang, 421001, Hunan, China
| | - Siyu Wang
- Department of Medical Oncology,The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Xuefeng Xu
- Department of Function, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Taolan Zhang
- Department of Pharmacy, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China.
- School of Pharmacy, Hengyang Medical College, University of South China, Hengyang, 421001, Hunan, China.
- Phase I Clinical Trial Center, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China.
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Li M, Du Y, Zhang X, Zhou W. Research advances of MAL family members in tumorigenesis and tumor progression (Review). Mol Med Rep 2024; 29:57. [PMID: 38362940 PMCID: PMC10884788 DOI: 10.3892/mmr.2024.13181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 01/05/2024] [Indexed: 02/17/2024] Open
Abstract
The myelin and lymphocyte protein (MAL) family is a novel gene family first identified and characterized in 2002. This family is comprised of seven members, including MAL, MAL2, plasmolipin, MALL, myeloid differentiation‑associated marker (MYADM), MYADML2 and CMTM8, which are located on different chromosomes. In addition to exhibiting extensive activity during transcytosis, the MAL family plays a vital role in the neurological, digestive, respiratory, genitourinary and other physiological systems. Furthermore, the intimate association between MAL and the pathogenesis, progression and metastasis of malignancies, attributable to several mechanisms such as DNA methylation has also been elucidated. In the present review, an overview of the structural and functional properties of the MAL family and the latest research findings regarding the relationship between several MAL members and various cancers is provided. Furthermore, the potential clinical and scientific significance of MAL is discussed and directions for future research are summarized.
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Affiliation(s)
- Mengyao Li
- The Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
| | - Yan Du
- The Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
| | - Xianzhuo Zhang
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
| | - Wence Zhou
- The Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
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To JC, Gao S, Li XX, Zhao Y, Keng VW. Sorafenib Resistance Contributed by IL7 and MAL2 in Hepatocellular Carcinoma Can Be Overcome by Autophagy-Inducing Stapled Peptides. Cancers (Basel) 2023; 15:5280. [PMID: 37958451 PMCID: PMC10650575 DOI: 10.3390/cancers15215280] [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: 10/13/2023] [Revised: 10/26/2023] [Accepted: 10/31/2023] [Indexed: 11/15/2023] Open
Abstract
Drug resistance poses a great challenge in systemic therapy for hepatocellular carcinoma (HCC). However, the underlying molecular mechanisms associated with resistance to anti-cancer drugs, such as Sorafenib, remain unclear. In this study, we use transposon insertional mutagenesis to generate Sorafenib-resistant HCC cell lines in order to identify potential drug resistant causative genes. Interleukin 7 (IL7) and mal, T cell differentiation protein 2 (MAL2) were identified as candidate genes that promote survival by activating JAK/STAT and PI3K/AKT signaling pathways. Sorafenib-resistant cells exhibited higher clonogenic survival and lower drug sensitivity due to IL7 and MAL2 upregulation. Higher anti-apoptotic effect, clonogenic survival and increased PI3K/AKT/STAT3 activities were observed in IL7 and MAL2 co-overexpressing cells compared with controls or cells overexpressing IL7 or MAL2 individually. Given the critical role of MAL2 in endocytosis, we propose that MAL2 might facilitate the endocytic trafficking of IL7 and its cognate receptors to the plasma membrane, which leads to upregulated JAK/STAT and PI3K/AKT signaling pathways and Sorafenib resistance. Additionally, our previous studies showed that an autophagy-inducing stapled peptide promoted the endolysosomal degradation of c-MET oncogene and overcame adaptive Sorafenib resistance in c-MET+ HCC cells. In this study, we demonstrate that these stapled peptides readily induced autophagy and inhibited the proliferation of both wild-type and Sorafenib-resistant HCC cells co-overexpressing both IL7 and MAL2. Furthermore, these peptides showed synergistic cytotoxicity with Sorafenib in drug-resistant HCC cells co-overexpressing both IL7 and MAL2. Our studies suggest that targeting autophagy may be a novel strategy to overcome IL7/MAL2-mediated Sorafenib resistance in HCC.
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Affiliation(s)
- Jeffrey C. To
- Shenzhen Research Institute, The Hong Kong Polytechnic University, Shenzhen 518057, China; (J.C.T.); (X.-X.L.)
- State Key Laboratory of Chemical Biology and Drug Discovery, Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Kowloon, Hong Kong, China
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Shan Gao
- Shenzhen Research Institute, The Hong Kong Polytechnic University, Shenzhen 518057, China; (J.C.T.); (X.-X.L.)
- State Key Laboratory of Chemical Biology and Drug Discovery, Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Kowloon, Hong Kong, China
| | - Xiao-Xiao Li
- Shenzhen Research Institute, The Hong Kong Polytechnic University, Shenzhen 518057, China; (J.C.T.); (X.-X.L.)
| | - Yanxiang Zhao
- Shenzhen Research Institute, The Hong Kong Polytechnic University, Shenzhen 518057, China; (J.C.T.); (X.-X.L.)
- State Key Laboratory of Chemical Biology and Drug Discovery, Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Kowloon, Hong Kong, China
| | - Vincent W. Keng
- Shenzhen Research Institute, The Hong Kong Polytechnic University, Shenzhen 518057, China; (J.C.T.); (X.-X.L.)
- State Key Laboratory of Chemical Biology and Drug Discovery, Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Kowloon, Hong Kong, China
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An L, Gong H, Yu X, Zhang W, Liu X, Yang X, Shu L, Liu J, Yang L. Downregulation of MAL2 inhibits breast cancer progression through regulating β-catenin/c-Myc axis. Cancer Cell Int 2023; 23:144. [PMID: 37480012 PMCID: PMC10362617 DOI: 10.1186/s12935-023-02993-9] [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: 04/20/2023] [Accepted: 07/13/2023] [Indexed: 07/23/2023] Open
Abstract
PURPOSE Myelin and lymphocyte protein 2 (MAL2) is mainly involved in endocytosis under physiological conditions and mediates the transport of materials across the membranes of cell and organelle. It has been reported that MAL2 is significantly upregulated in diverse cancers. This study aimed to investigate the role of MAL2 in breast cancer (BC). METHODS Bioinformatics analysis and Immunohistochemical assay were applied to detect the correlation between MAL2 expression in breast cancer tissues and the prognosis of breast cancer patients. Functional experiments were carried out to investigate the role of MAL2 in vitro and in vivo. The molecular mechanisms involved in MAL2-induced β-catenin and c-Myc expression and β-catenin/c-Myc-mediated enhancement of BC progression were confirmed by western blot, β-catenin inhibitor and agonist, Co-IP and immunofluorescence colocalization assays. RESULTS Results from the cancer genome atlas (TCGA) and clinical samples confirmed a significant upregulation of MAL2 in BC tissues than in adjacent non-tumor tissues. High expression of MAL2 was associated with worse prognosis. Functional experiments demonstrated that MAL2 knockdown reduced the migration and invasion associating with EMT, increased the apoptosis of BC cells in vitro and reduced the metastatic capacity in vivo. Mechanistically, MAL2 interacts with β-catenin in BC cells. MAL2 silencing reduced the expression of β-catenin and c-Myc, while the β-catenin agonist SKL2001 partially rescued the downregulation of c-Myc and inhibition of migration and invasion caused by MAL2 knockdown in BC cells. CONCLUSION These observations provided evidence that MAL2 acted as a potential tumor promoter by regulating EMT and β-catenin/c-Myc axis, suggesting potential implications for anti-metastatic therapy for BC.
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Affiliation(s)
- Lijun An
- Department of Immunology, Basic Medical College, Guizhou Medical University, Dongqing Road, Guian New District, Guiyang, Guizhou, 550004, China
| | - Huiyuan Gong
- Department of Immunology, Basic Medical College, Guizhou Medical University, Dongqing Road, Guian New District, Guiyang, Guizhou, 550004, China
| | - Xiaojing Yu
- Department of Immunology, Basic Medical College, Guizhou Medical University, Dongqing Road, Guian New District, Guiyang, Guizhou, 550004, China
| | - Wangming Zhang
- Department of Immunology, Basic Medical College, Guizhou Medical University, Dongqing Road, Guian New District, Guiyang, Guizhou, 550004, China
| | - Xiaohua Liu
- Department of Immunology, Basic Medical College, Guizhou Medical University, Dongqing Road, Guian New District, Guiyang, Guizhou, 550004, China
| | - Xiaomin Yang
- Department of Immunology, Basic Medical College, Guizhou Medical University, Dongqing Road, Guian New District, Guiyang, Guizhou, 550004, China
| | - Liping Shu
- Department of Immunology, Basic Medical College, Guizhou Medical University, Dongqing Road, Guian New District, Guiyang, Guizhou, 550004, China
| | - Jielin Liu
- Department of Immunology, Basic Medical College, Guizhou Medical University, Dongqing Road, Guian New District, Guiyang, Guizhou, 550004, China
| | - Liuqi Yang
- Department of Immunology, Basic Medical College, Guizhou Medical University, Dongqing Road, Guian New District, Guiyang, Guizhou, 550004, China.
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Labat-de-Hoz L, Rubio-Ramos A, Correas I, Alonso MA. The MAL Family of Proteins: Normal Function, Expression in Cancer, and Potential Use as Cancer Biomarkers. Cancers (Basel) 2023; 15:2801. [PMID: 37345137 DOI: 10.3390/cancers15102801] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 04/06/2023] [Accepted: 05/15/2023] [Indexed: 06/23/2023] Open
Abstract
The MAL family of integral membrane proteins consists of MAL, MAL2, MALL, PLLP, CMTM8, MYADM, and MYADML2. The best characterized members are elements of the machinery that controls specialized pathways of membrane traffic and cell signaling. This review aims to help answer the following questions about the MAL-family genes: (i) is their expression regulated in cancer and, if so, how? (ii) What role do they play in cancer? (iii) Might they have biomedical applications? Analysis of large-scale gene expression datasets indicated altered levels of MAL-family transcripts in specific cancer types. A comprehensive literature search provides evidence of MAL-family gene dysregulation and protein function repurposing in cancer. For MAL, and probably for other genes of the family, dysregulation is primarily a consequence of gene methylation, although copy number alterations also contribute to varying degrees. The scrutiny of the two sources of information, datasets and published studies, reveals potential prognostic applications of MAL-family members as cancer biomarkers-for instance, MAL2 in breast cancer, MAL2 and MALL in pancreatic cancer, and MAL and MYADM in lung cancer-and other biomedical uses. The availability of validated antibodies to some MAL-family proteins sanctions their use as cancer biomarkers in routine clinical practice.
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Affiliation(s)
- Leticia Labat-de-Hoz
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, 28049 Madrid, Spain
| | - Armando Rubio-Ramos
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, 28049 Madrid, Spain
| | - Isabel Correas
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, 28049 Madrid, Spain
- Department of Molecular Biology, Universidad Autónoma de Madrid, 28049 Madrid, Spain
| | - Miguel A Alonso
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, 28049 Madrid, Spain
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Zhang C, Xu L, Li X, Chen Y, Shi T, Wang Q. LINC00460 Facilitates Cell Proliferation and Inhibits Ferroptosis in Breast Cancer Through the miR-320a/MAL2 Axis. Technol Cancer Res Treat 2023; 22:15330338231164359. [PMID: 36938678 PMCID: PMC10028644 DOI: 10.1177/15330338231164359] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2023] Open
Abstract
Background: Emerging evidence suggests that long noncoding RNAs (lncRNAs) play an important role in the progression of multiple human cancers including breast cancer. In this study, we aimed to research novel functions of long intergenic noncoding RNA 460 (LINC00460) on cell proliferation and ferroptosis in breast cancer. Method: UALCAN, TANRIC, and GSE16446 data were used to analyze the expression of LINC00460 in breast cancer tissues. Furthermore, real-time quantitative PCR, western blot, cell proliferation assay, iron assay, and malondialdehyde (MDA) assay were applied to detect the function and mechanism of particular molecules. Results: The LINC00460 expression was significantly increased in breast cancer tissues compared with normal tissues. Importantly, patients with high LINC00460 expression showed a longer overall survival rate. LINC00460 knockdown markedly suppressed the proliferation of breast cancer cells and promoted ferroptosis. Mechanistic analysis revealed that LINC00460 promoted myelin and lymphocyte protein 2 (MAL2) expression by sponging miR-320a. Moreover, both miR-320a knockdown and MAL2 overexpression could reverse the effects of LINC00460 silencing on cell proliferation and ferroptosis. Conclusions: In summary, our results reveal an alternative mechanism by which breast cancer cells can acquire resistance to ferroptosis via the LINC00460/miR-320a/MAL2 axis.
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Affiliation(s)
- Chuanqiang Zhang
- Department of General Surgery, 627662The Affiliated Jiangsu Shengze Hospital of Nanjing Medical University, Suzhou, Jiangsu, China
| | - Liang Xu
- Neonatal Department, 604074Suzhou Ninth Hospital Affiliated to Soochow University, Suzhou, Jiangsu, China
| | - Xiaowei Li
- Department of General Surgery, 627662The Affiliated Jiangsu Shengze Hospital of Nanjing Medical University, Suzhou, Jiangsu, China
| | - Yueqiu Chen
- Institute for Cardiovascular Science, 74566The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Tongguo Shi
- Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of 12582Soochow University, Suzhou, China
| | - Qiang Wang
- Department of General Surgery, 627662The Affiliated Jiangsu Shengze Hospital of Nanjing Medical University, Suzhou, Jiangsu, China
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Dai Y, Kawaguchi T, Nishio M, Otani J, Tashiro H, Terai Y, Sasaki R, Maehama T, Suzuki A. The TIGD5 gene located in 8q24 and frequently amplified in ovarian cancers is a tumor suppressor. Genes Cells 2022; 27:633-642. [PMID: 36054307 DOI: 10.1111/gtc.12980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 08/10/2022] [Indexed: 01/27/2023]
Abstract
Ovarian cancer (OC) is the fifth most common cancer of female cancer death and leading cause of lethal gynecological cancers. High-grade serous ovarian carcinoma (HGSOC) is an aggressive malignancy that is rapidly fatal. Many cases of OC show amplification of the 8q24 chromosomal region, which contains the well-known oncogene MYC. Although MYC amplification is more frequently observed in OCs than in other tumor types, due to the large size of the 8q24 amplicon, the functions of the vast majority of the genes it contains are still unknown. The TIGD5 gene is located at 8q24.3 and encodes a nuclear protein with a DNA-binding motif, but its precise role is obscure. We show here that TIGD5 often co-amplifies with MYC in OCs, and that OC patients with high TIGD5 mRNA expression have a poor prognosis. However, we also found that TIGD5 overexpression in ovarian cancer cell lines unexpectedly suppressed their growth, adhesion, and invasion in vitro, and also reduced tumor growth in xenografted nude mice in vivo. Thus, our work suggests that TIGD5 may in fact operate as a tumor suppressor in OCs rather than as an oncogene.
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Affiliation(s)
- Yuntao Dai
- Division of Molecular and Cellular Biology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
- Division of Radiation Oncology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Tetsuya Kawaguchi
- Division of Molecular and Cellular Biology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
- Department of Obstetrics and Gynecology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Miki Nishio
- Division of Molecular and Cellular Biology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Junji Otani
- Division of Molecular and Cellular Biology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Hironori Tashiro
- Department of Health Sciences, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Yoshito Terai
- Department of Obstetrics and Gynecology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Ryohei Sasaki
- Division of Radiation Oncology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Tomohiko Maehama
- Division of Molecular and Cellular Biology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Akira Suzuki
- Division of Molecular and Cellular Biology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
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Wang K, Yang Y, Zheng S, Hu W. Association Mining Identifies MAL2 as a Novel Tumor Suppressor in Colorectal Cancer. Onco Targets Ther 2022; 15:761-769. [PMID: 35847380 PMCID: PMC9278979 DOI: 10.2147/ott.s369670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 07/04/2022] [Indexed: 12/09/2022] Open
Abstract
Introduction Colorectal cancer (CRC) is a leading cause of cancer-related deaths worldwide. However, the driver genes that promote CRC metastasis remain poorly understood. Association mining mines and extracts the repeated correlations and relevance in a dataset to predict the appearance of other data items according to the appearance of one item. Methods Here, the Apriori algorithm was used to find the frequent mutational gene sets (FMGSs) and hidden association rules (ARs) within these FMGSs from 383 CRCs with whole exome sequencing datasets. The weighted correlation network analysis (WGCNA) was used to identify the hub genes in CRC. CCK8, colony formation, cell migration and invasion assays were adopted to detect the roles of hub genes in CRC. Results Intriguingly, we found that MAL2 (myelin and lymphocyte protein 2) was associated with TP53 and APC in stage IV of CRC, and further subnetwork exploration based on WGCNA identified MAL2 as a potent hub gene. To validate the metastasis-related role of MAL2 in CRC, a lentivirus-based overexpression system was utilized to construct MAL2-overexpressing human CRC LOVO cells. Overexpression of MAL2 remarkably inhibited CRC cell proliferation and invasion. Conclusion Our results highlighted that MAL2 acts as a tumor suppressor in CRC and could serve as a potential therapeutic target.
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Affiliation(s)
- Kailai Wang
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310009, People's Republic of China
| | - Yanmei Yang
- Key Laboratory of Reproductive and Genetics, Ministry of Education, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China
| | - Shu Zheng
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310009, People's Republic of China
| | - Wangxiong Hu
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310009, People's Republic of China
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Li M, Xu DM, Lin SB, Yang ZL, Xu TY, Yang JH, Lin ZX, Huang ZK, Yin J. Transcriptional expressions of hsa-mir-183 predicted target genes as independent indicators for prognosis in bladder urothelial carcinoma. Aging (Albany NY) 2022; 14:3782-3800. [PMID: 35503998 PMCID: PMC9134959 DOI: 10.18632/aging.204040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 04/22/2022] [Indexed: 02/05/2023]
Abstract
OBJECTIVE To uncover novel prognostic and therapeutic targets for BLCA, our study is the first to investigate the role of hsa-mir-183 and its up-regulated predicted target genes in bladder urothelial carcinoma. METHODS To address this issue, our study explored the roles of hsa-mir-183 predicted target genes in the prognosis of BLCA via UALCAN, Metascape, Kaplan-Meier plotter, Human Protein Atlas, TIMER2.0, cBioPortal and Genomics of Drug Sensitivity in Cancer databases. RESULTS High transcriptional expressions of PDCD6, GNG5, PHF6 and MAL2 were markedly relevant to favorable OS in BLCA patients, whereas SLC25A15 and PTDSS1 had opposite expression significance. Additionally, high transcriptional expression of PDCD6, GNG5, PHF6, MAL2, SLC25A15 and PTDSS1 were significantly correlated with BLCA individual cancer stages and molecular subtypes. Furthermore, high mutation rate of PDCD6, MAL2, SLC25A15 and PTDSS1 were observed. Finally, TP53 mutation of PDCD6, GNG5, PHF6, MAL2, SLC25A15 and PTDSS1 has guiding significance for drug selection in BLCA. CONCLUSIONS PDCD6, GNG5, PHF6, MAL2, SLC25A15 and PTDSS1 could be the advanced independent indicators for prognosis of BLCA patients, and TP53-mutation might be a biomarker for drug option in BLCA patients.
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Affiliation(s)
- Ming Li
- Division of Urological Surgery, Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Da-Ming Xu
- Division of Urological Surgery, Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Shu-Bin Lin
- Division of Urological Surgery, Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Zheng-Liang Yang
- Division of Urological Surgery, Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Teng-Yu Xu
- Division of Urological Surgery, Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Jin-Huan Yang
- Division of Urological Surgery, Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Ze-Xin Lin
- Division of Urological Surgery, Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Ze-Kai Huang
- Division of Urological Surgery, Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Jun Yin
- Division of Hematology, Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
- Department of Clinical Laboratory Medicine, Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
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11
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Yuan J, Jiang X, Lan H, Zhang X, Ding T, Yang F, Zeng D, Yong J, Niu B, Xiao S. Multi-Omics Analysis of the Therapeutic Value of MAL2 Based on Data Mining in Human Cancers. Front Cell Dev Biol 2022; 9:736649. [PMID: 35111745 PMCID: PMC8803135 DOI: 10.3389/fcell.2021.736649] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 11/22/2021] [Indexed: 11/13/2022] Open
Abstract
Recent studies have reported that T-cell differentiation protein 2 (MAL2) is an important regulator in cancers. Here, we downloaded data from multiple databases to analyze MAL2 expression and function in pan-cancers, especially in ovarian cancer (OC). Gene Expression Profiling Interactive Analysis (GEPIA) databases was used to examine MAL2 expression in 13 types of cancer. Kaplan–Meier plotter database was used to analyze the overall survival rate of MAL2 in pan-cancers. The Catalog of Somatic Mutations in Cancer (COSMIC), cBioPortal, and UCSC databases were used to examine MAL2 mutation in human cancers. Metascape, STRING, and GeneMANIA websites were used to explore MAL2 function in OC. Furthermore, ggplot2 package and ROC package were performed to analyze hub gene expression and undertake receiver operating characteristic (ROC) analysis. Drug sensitivity of MAL2 in OC was examined by the GSCALite database. In order to verify the results from databases above, real-time quantitative polymerase chain reaction (qRT-PCR) and western blotting were conducted to detect the expression of MAL2 in OC cells. CRISPR/Cas9 system was used to knockout the MAL2 gene in the OC cell lines HO8910 and OVCAR3, using specific guide RNA targeting the exons of MAL2. Then, we performed proliferation, colony formation, migration, and invasion assays to investigate the impact of MAL2 in OC cell lines in vivo and in vitro. Epithelial-mesenchymal transition (EMT)-associated biomarkers were significantly altered in vitro via western blotting and qRT-PCR. Taken together, we observed that MAL2 was remarkably dysregulated in multiple cancers and was related to patient overall survival (OS), mutation, and drug sensitivity. Furthermore, experimental results showed that MAL2 deletion negatively regulated the proliferation, migration, invasion, and EMT of OC, indicating that MAL2 is a novel oncogene that can activate EMT, significantly promote both the proliferation and migration of OC in vitro and in vivo, and provide new clues for treatment strategies.
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Affiliation(s)
- Jing Yuan
- Department of Gynecology and Obstetrics, Third Xiangya Hospital, Central South University, Changsha, China
| | - Xiaoyan Jiang
- Department of Gynecology and Obstetrics, Third Xiangya Hospital, Central South University, Changsha, China
| | - Hua Lan
- Department of Gynecology and Obstetrics, Third Xiangya Hospital, Central South University, Changsha, China
| | - Xiaoyu Zhang
- School of Life Science and Technology, Institute for Regenerative Medicine, Shanghai East Hospital, Tongji University, Shanghai, China
| | - Tianyi Ding
- School of Life Science and Technology, Institute for Regenerative Medicine, Shanghai East Hospital, Tongji University, Shanghai, China
| | - Fan Yang
- School of Life Science and Technology, Institute for Regenerative Medicine, Shanghai East Hospital, Tongji University, Shanghai, China
| | - Da Zeng
- Department of Gynecology and Obstetrics, Third Xiangya Hospital, Central South University, Changsha, China
| | - Jiahui Yong
- Department of Gynecology and Obstetrics, Third Xiangya Hospital, Central South University, Changsha, China
| | - Beibei Niu
- Scientific Research Center, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Beibei Niu, ; Songshu Xiao,
| | - Songshu Xiao
- Department of Gynecology and Obstetrics, Third Xiangya Hospital, Central South University, Changsha, China
- *Correspondence: Beibei Niu, ; Songshu Xiao,
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12
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Zheng Y, Cheng Y, Zhang C, Fu S, He G, Cai L, Qiu L, Huang K, Chen Q, Xie W, Chen T, Huang M, Bai Y, Pan M. Co-amplification of genes in chromosome 8q24: a robust prognostic marker in hepatocellular carcinoma. J Gastrointest Oncol 2021; 12:1086-1100. [PMID: 34295559 DOI: 10.21037/jgo-21-205] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 05/06/2021] [Indexed: 01/07/2023] Open
Abstract
Background Hepatocellular carcinoma (HCC) is a leading cause of tumor-associated death worldwide, owing to its high 5-year postoperative recurrence rate and inter-individual heterogeneity. Thus, a prognostic model is urgently needed for patients with HCC. Several researches have reported that copy number amplification of the 8q24 chromosomal region is associated with low survival in many cancers. In the present work, we set out to construct a multi-gene model for prognostic prediction in HCC. Methods RNA sequencing and copy number variant data of tumor tissue samples of HCC from The Cancer Genome Atlas (n=328) were used to identify differentially expressed messenger RNAs of genes located on the chromosomal 8q24 region by the Wilcox test. Univariate Cox and Lasso-Cox regression analyses were carried out for the screening and construction of a prognostic multi-gene signature in The Cancer Genome Atlas cohort (n=119). The multi-gene signature was validated in a cohort from the International Cancer Genome Consortium (n=240). A nomogram for prognostic prediction was built, and the underpinning molecular mechanisms were studied by Gene Set Enrichment Analysis. Results We successfully established a 7-gene prognostic signature model to predict the prognosis of patients with HCC. Using the model, we divided individuals into high-risk and low-risk sets, which showed a significant difference in overall survival in the training dataset (HR =0.17, 95% CI: 0.1-0.28; P<0.001) and in the testing dataset (HR = 0.42, 95% CI: 0.23-0.74; P=0.002). Multivariate Cox regression analysis showed the signature to be an independent prognostic factor of HCC survival. A nomogram including the prognostic signature was constructed and showed a better predictive performance in short-term (1 and 3 years) than in long-term (5 years) survival. Furthermore, Gene Set Enrichment Analysis identified several pathways of significance, which may aid in explaining the underlying molecular mechanism. Conclusions Our 7-gene signature is a reliable prognostic marker for HCC, which may provide meaningful information for therapeutic customization and treatment-related decision making.
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Affiliation(s)
- Yongjian Zheng
- Second Department of Hepatobiliary Surgery, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Yuan Cheng
- Second Department of Hepatobiliary Surgery, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Cheng Zhang
- Second Department of Hepatobiliary Surgery, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Shunjun Fu
- Second Department of Hepatobiliary Surgery, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Guolin He
- Second Department of Hepatobiliary Surgery, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Lei Cai
- Second Department of Hepatobiliary Surgery, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Ling Qiu
- Second Department of Surgery, Dongfeng People's Hospital, Guangzhou, China
| | - Kunhua Huang
- Second Department of Hepatobiliary Surgery, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Qunhui Chen
- Second Department of Hepatobiliary Surgery, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Wenzhuan Xie
- The Research and Development Center of Precision Medicine, 3D Medicines Inc., Shanghai, China
| | - Tingting Chen
- The Research and Development Center of Precision Medicine, 3D Medicines Inc., Shanghai, China
| | - Mengli Huang
- The Research and Development Center of Precision Medicine, 3D Medicines Inc., Shanghai, China
| | - Yuezong Bai
- The Research and Development Center of Precision Medicine, 3D Medicines Inc., Shanghai, China
| | - Mingxin Pan
- Second Department of Hepatobiliary Surgery, Zhujiang Hospital of Southern Medical University, Guangzhou, China
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13
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He J, Yan H, Wei S, Chen G. LncRNA ST8SIA6-AS1 Promotes Cholangiocarcinoma Progression by Suppressing the miR-145-5p/MAL2 Axis. Onco Targets Ther 2021; 14:3209-3223. [PMID: 34040387 PMCID: PMC8139734 DOI: 10.2147/ott.s299634] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 04/14/2021] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND The tumor-promoting roles of ST8SIA6-AS1 and miR-145-5p have been found in several cancers, but their function in cholangiocarcinoma (CHOL) remains speculative. The purpose of this study was to examine the regulatory functions of the ST8SIA6-AS1/MAL2/miR-145-5p pathway in CHOL progression. METHODS RT-qPCR assay was used to detect ST8SIA6-AS1 expression in CHOL tissues and cell lines. Cell migration, apoptosis, invasion, and proliferation abilities were assessed by RIP, RNA pull-down, and luciferase assays. CCK-8, BrdU, transwell, and FITC assays to investigate the regulatory functions of ST8SIA6-AS1, miR-145-5p, and MAL2 function in CHOL cells. RESULTS Findings revealed the enrichment of ST8SIA6-AS1 in CHOL tissues and cell lines. It was also found that ST8SIA6-AS1 facilitated cell growth and migration, but it reduced the apoptosis level of the CHOL cells. The results of experiments showed that ST8SIA6-AS1 sponged miR-145-5p, thereby allowing MAL2 to exert its biological function on CHOL cells. CONCLUSION This research suggested that the ST8SIA6-AS1/miR-145-5p/MAL2 axis could enhance CHOL progression, which might be useful to improve the clinical outcomes of CHOL patients.
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Affiliation(s)
- Junchuang He
- Department of Hepatobiliary Pancreatic Surgery, Henan Province People’s Hospital, People’s Hospital of Zhengzhou University, Zhengzhou, 45003, Henan, People’s Republic of China
| | - Hongxian Yan
- Department of Hepatobiliary Pancreatic Surgery, Henan Province People’s Hospital, People’s Hospital of Zhengzhou University, Zhengzhou, 45003, Henan, People’s Republic of China
| | - Sidong Wei
- Department of Hepatobiliary Pancreatic Surgery, Henan Province People’s Hospital, People’s Hospital of Zhengzhou University, Zhengzhou, 45003, Henan, People’s Republic of China
| | - Guoyong Chen
- Department of Hepatobiliary Pancreatic Surgery, Henan Province People’s Hospital, People’s Hospital of Zhengzhou University, Zhengzhou, 45003, Henan, People’s Republic of China
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14
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Zhang B, Xiao J, Cheng X, Liu T. MAL2 interacts with IQGAP1 to promote pancreatic cancer progression by increasing ERK1/2 phosphorylation. Biochem Biophys Res Commun 2021; 554:63-70. [PMID: 33780861 DOI: 10.1016/j.bbrc.2021.02.146] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 02/28/2021] [Indexed: 12/17/2022]
Abstract
Pancreatic cancer is a digestive tract malignancy characterized by an occult onset and rapid progression. The genetic heterogeneity of pancreatic cancer is closely related to its highly malignant biological behavior. The myelin and lymphocyte protein 2 (MAL2) is upregulated in multiple cancers at the transcriptional level. However, the exact role of MAL2 in pancreatic cancer remains elusive. In this study, we demonstrated that MAL2 protein and mRNA levels were upregulated in pancreatic cancer. MAL2 overexpression was significantly associated with poor prognosis in patients with pancreatic cancer. We further showed that MAL2 interacted with IQGAP1 to increase ERK1/2 phosphorylation levels, which promoted pancreatic cancer progression. Therefore, these results suggest that MAL2 could be a novel therapeutic target for pancreatic cancer.
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Affiliation(s)
- Bin Zhang
- Department of Digestive Surgical Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China; Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Jun Xiao
- Department of Digestive Surgical Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China; Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Xiang Cheng
- Department of Digestive Surgical Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China; Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
| | - Tao Liu
- Department of Digestive Surgical Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China; Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
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