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Cai F, Mao S, Peng S, Wang Z, Li W, Zhang R, Wang S, Sun A, Zhang S. A comprehensive pan-cancer examination of transcription factor MAFF: Oncogenic potential, prognostic relevance, and immune landscape dynamics. Int Immunopharmacol 2025; 149:114105. [PMID: 39923580 DOI: 10.1016/j.intimp.2025.114105] [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: 11/01/2024] [Revised: 01/05/2025] [Accepted: 01/14/2025] [Indexed: 02/11/2025]
Abstract
AIMS Previous studies indicate that MAF BZIP Transcription Factor F (MAFF) facilitates ectopic metastasis and tumor cell migration. While its role in neoplasm progression is recognized, a thorough pan-cancer analysis of MAFF's impact remains pending. MAIN METHODS MAFF expression across normal and tumor tissues was analyzed using transcriptomic data from Genomic Data Commons (GDC) and UCSC XENA, with protein details from Human Protein Atlas (HPA) and GeneMANIA. Tumor Immune Single-cell Hub (TISCH) and Spatial Transcriptomics Omics DataBase (STOmics DB) identified MAFF expression in the tumor microenvironment (TME). MAFF's prognostic significance and immune-related gene associations were evaluated through univariate Cox regression, TIMER2.0 immune cell infiltration analysis, and Spearman correlation. Critical pathways were identified using Gene Set Enrichment Analysis (GSEA) and Gene Set Variation Analysis (GSVA), while molecular docking explored anticancer agent interactions. KEY FINDINGS MAFF expression varies across cancers, affecting tumor prognosis, notably in monocytes/macrophages and endothelial cells. Copy number variation (CNV) positively correlates with MAFF expression, while methylation shows inverse correlation. MAFF mutations significantly affect LGG patient prognosis and correlate with immune therapy responses. ESTIMATE and immune profiling linked MAFF to immunosuppression pathways. Molecular docking identified MAFF-targeted drugs, with validated effects on breast cancer and endometrial cancer cell survival and migration in vitro. SIGNIFICANCE Multi-omics analysis identified MAFF as a potential prognostic marker correlating with tumor immunity and microenvironment, suggesting its value for personalized cancer immunotherapy, particularly in BRCA and UCEC.
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Affiliation(s)
- Fengze Cai
- Faculty of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, Jiangsu, China
| | - Shining Mao
- School of Chemical Engineering, Huaiyin Institute of Technology, Huaian, Jiangsu, China
| | - Shuangfu Peng
- Department of Thyroid and Breast Oncological Surgery, The Affiliated Huai'an Hospital of Xuzhou Medical University, The Second People's Hospital of Huai'an, Huaian, Jiangsu, China
| | - Zirui Wang
- Faculty of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, Jiangsu, China
| | - Wen Li
- Faculty of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, Jiangsu, China
| | - Ruixuan Zhang
- Faculty of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, Jiangsu, China
| | - Shiyan Wang
- Faculty of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, Jiangsu, China.
| | - Aijun Sun
- Department of Thyroid and Breast Oncological Surgery, The Affiliated Huai'an Hospital of Xuzhou Medical University, The Second People's Hospital of Huai'an, Huaian, Jiangsu, China.
| | - Shasha Zhang
- Key Laboratory of Systems Biomedicine, Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China.
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Shen S, Yang C, Liu X, Zheng J, Liu Y, Liu L, Ma J, Ma T, An P, Lin Y, Cai H, Wang D, Li Z, Zhao L, Xue Y. RBFOX1 Regulates the Permeability of the Blood-Tumor Barrier via the LINC00673/MAFF Pathway. MOLECULAR THERAPY-ONCOLYTICS 2020; 17:138-152. [PMID: 32322670 PMCID: PMC7163051 DOI: 10.1016/j.omto.2020.03.014] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 03/25/2020] [Indexed: 12/20/2022]
Abstract
The blood-tumor barrier limits the delivery of therapeutic drugs to brain tumor tissues. Selectively opening the blood-tumor barrier is considered crucial for effective chemotherapy of glioma. RNA-binding proteins have emerged as crucial regulators in various biologic processes. This study found that RNA-binding Fox-1 homolog 1 (RBFOX1) was downregulated in glioma vascular endothelial cells derived from glioma tissues, and in glioma endothelial cells obtained by co-culturing endothelial cells with glioma cells. Overexpression of RBFOX1 impaired the integrity of the blood-tumor barrier and increased its permeability. Additionally, RBFOX1 overexpression decreased the expression of tight junction proteins ZO-1, occludin, and claudin-5. Subsequent analysis of the mechanism indicated that the overexpression of RBFOX1 increased musculoaponeurotic fibrosarcoma protein basic leucine zipper [bZIP] transcription factor F (MAFF) expression by downregulating LINC00673, which stabilized MAFF messenger RNA (mRNA) through Staufen1-mediated mRNA decay. Moreover, MAFF could bind to the promoter region and inhibit the promoter activities of ZO-1, occludin, and claudin-5, which reduced its expression. The combination of RBFOX1 upregulation and LINC00673 downregulation promoted doxorubicin delivery across the blood-tumor barrier, resulting in apoptosis of glioma cells. In conclusion, this study indicated that overexpression of RBFOX1 increased blood-tumor barrier permeability through the LINC00673/MAFF pathway, which might provide a new useful target for future enhancement of blood-tumor barrier permeability.
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Affiliation(s)
- Shuyuan Shen
- Department of Neurobiology, School of Life Sciences, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Cell Biology, Ministry of Public Health of China, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University, Shenyang 110122, People's Republic of China
| | - Chunqing Yang
- Department of Neurosurgery, Shengjing Hospital of China Medical University, Shenyang 110004, People's Republic of China.,Liaoning Clinical Medical Research Center in Nervous System Disease, Shenyang 110004, People's Republic of China.,Key Laboratory of Neuro-oncology in Liaoning Province, Shenyang 110004, People's Republic of China
| | - Xiaobai Liu
- Department of Neurosurgery, Shengjing Hospital of China Medical University, Shenyang 110004, People's Republic of China.,Liaoning Clinical Medical Research Center in Nervous System Disease, Shenyang 110004, People's Republic of China.,Key Laboratory of Neuro-oncology in Liaoning Province, Shenyang 110004, People's Republic of China
| | - Jian Zheng
- Department of Neurosurgery, Shengjing Hospital of China Medical University, Shenyang 110004, People's Republic of China.,Liaoning Clinical Medical Research Center in Nervous System Disease, Shenyang 110004, People's Republic of China.,Key Laboratory of Neuro-oncology in Liaoning Province, Shenyang 110004, People's Republic of China
| | - Yunhui Liu
- Department of Neurosurgery, Shengjing Hospital of China Medical University, Shenyang 110004, People's Republic of China.,Liaoning Clinical Medical Research Center in Nervous System Disease, Shenyang 110004, People's Republic of China.,Key Laboratory of Neuro-oncology in Liaoning Province, Shenyang 110004, People's Republic of China
| | - Libo Liu
- Department of Neurobiology, School of Life Sciences, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Cell Biology, Ministry of Public Health of China, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University, Shenyang 110122, People's Republic of China
| | - Jun Ma
- Department of Neurobiology, School of Life Sciences, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Cell Biology, Ministry of Public Health of China, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University, Shenyang 110122, People's Republic of China
| | - Teng Ma
- Department of Neurobiology, School of Life Sciences, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Cell Biology, Ministry of Public Health of China, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University, Shenyang 110122, People's Republic of China
| | - Ping An
- Department of Neurobiology, School of Life Sciences, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Cell Biology, Ministry of Public Health of China, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University, Shenyang 110122, People's Republic of China
| | - Yang Lin
- Department of Neurobiology, School of Life Sciences, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Cell Biology, Ministry of Public Health of China, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University, Shenyang 110122, People's Republic of China
| | - Heng Cai
- Department of Neurosurgery, Shengjing Hospital of China Medical University, Shenyang 110004, People's Republic of China.,Liaoning Clinical Medical Research Center in Nervous System Disease, Shenyang 110004, People's Republic of China.,Key Laboratory of Neuro-oncology in Liaoning Province, Shenyang 110004, People's Republic of China
| | - Di Wang
- Department of Neurosurgery, Shengjing Hospital of China Medical University, Shenyang 110004, People's Republic of China.,Liaoning Clinical Medical Research Center in Nervous System Disease, Shenyang 110004, People's Republic of China.,Key Laboratory of Neuro-oncology in Liaoning Province, Shenyang 110004, People's Republic of China
| | - Zhen Li
- Department of Neurosurgery, Shengjing Hospital of China Medical University, Shenyang 110004, People's Republic of China.,Liaoning Clinical Medical Research Center in Nervous System Disease, Shenyang 110004, People's Republic of China.,Key Laboratory of Neuro-oncology in Liaoning Province, Shenyang 110004, People's Republic of China
| | - Lini Zhao
- Department of Pharmacology, Shenyang Medical College, Shenyang 110034, People's Republic of China
| | - Yixue Xue
- Department of Neurobiology, School of Life Sciences, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Cell Biology, Ministry of Public Health of China, China Medical University, Shenyang 110122, People's Republic of China.,Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University, Shenyang 110122, People's Republic of China
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Wu M, Wang S, Hu L, Liang Y, Zhong Y, Jiang M, Ye X. Polyclonal antibody preparation against candidate tumour suppressor protein MIP for detection of its expression and localization in hepatocellular carcinoma. BIOTECHNOL BIOTEC EQ 2017. [DOI: 10.1080/13102818.2017.1371641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Affiliation(s)
- Minhua Wu
- Department of Histology and Embryology, School of Basic Medicine, Guangdong Medical University, Zhanjiang, P.R. China
| | - Shengchun Wang
- Department of Pathology, School of Basic Medicine, Guangdong Medical University, Dongguan, P.R. China
| | - Li Hu
- Department of Histology and Embryology, School of Basic Medicine, Guangdong Medical University, Zhanjiang, P.R. China
| | - Yanqing Liang
- Department of Histology and Embryology, School of Basic Medicine, Guangdong Medical University, Zhanjiang, P.R. China
| | - Yu Zhong
- Research Center, Guangdong Medical University, Zhanjiang, P.R. China
| | - Minqin Jiang
- Department of Histology and Embryology, School of Basic Medicine, Guangdong Medical University, Zhanjiang, P.R. China
| | - Xiaoxia Ye
- Department of Histology and Embryology, School of Basic Medicine, Guangdong Medical University, Zhanjiang, P.R. China
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Weigelt K, Carvalho LA, Drexhage RC, Wijkhuijs A, de Wit H, van Beveren NJM, Birkenhäger TK, Bergink V, Drexhage HA. TREM-1 and DAP12 expression in monocytes of patients with severe psychiatric disorders. EGR3, ATF3 and PU.1 as important transcription factors. Brain Behav Immun 2011; 25:1162-9. [PMID: 21421043 DOI: 10.1016/j.bbi.2011.03.006] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2010] [Revised: 03/08/2011] [Accepted: 03/08/2011] [Indexed: 01/08/2023] Open
Abstract
INTRODUCTION Immune activation is a characteristic of schizophrenia (SCZ), bipolar disorder (BD) and unipolar major depressive disorder (MDD). The triggering receptor expressed on myeloid cells 1 (TREM-1), its' adaptor molecule DAP12 and their transcription factor (TF) PU.1 are important key genes in inflammation and expressed in activated monocytes and microglia. AIM To test: (1) if the expressions of TREM-1, DAP12 and PU.1 are increased in monocytes of patients with severe psychiatric disorders and (2) if PU.1 and the TFs ATF3 and EGR3 (which have been found as prominent increased monocyte genes in previous studies) are involved in the regulation of TREM-1 and DAP12 expression. METHODS Using Q-PCR, we studied the gene expression of TREM-1, DAP12, PU.1, ATF3 and EGR3 in the monocytes of 73 patients with severe psychiatric disorders (27 recent onset SCZ patients, 22 BD patients and 24 MDD patients) and of 79 healthy controls (HC). Using in silico TF binding site prediction and in vivo chromatin immunoprecipitation (ChIP), we studied the actual binding of EGR3, ATF3 and PU.1 to the promoter regions of TREM-1 and DAP12. RESULTS 1. TREM-1 gene expression was increased in the monocytes of SCZ and BD patients and tended to be increased in the monocytes of MDD patients. 2. DAP12 gene levels were neither increased in the monocytes of SCZ, BD, nor MDD patients. 3. PU.1 expression levels were increased in the monocytes of MDD patients, but not in those of SCZ and BD patients. 4. TREM-1 expression levels correlated in particular to ATF3 and EGR3 expression levels, DAP12 expression levels correlated in particular to PU.1 expression levels. 5. We found using binding site prediction and ChIP assays that the TFs EGR3 and ATF3 indeed bound to the TREM-1 promoter, PU.1 bound to both the TREM-1 and DAP12 promoter. CONCLUSION In this study, we provide evidence that TREM-1 gene expression is significantly increased in monocytes of SCZ and BD patients and that the TREM-1 gene is a target gene of the TFs ATF3 and EGR3. In MDD patients, PU.1 gene expression was increased with a tendency for TREM-1 gene over expression. Our observations support the concept that monocytes are in a pro-inflammatory state in severe psychiatric conditions and suggest differences in monocyte inflammatory set points between SCZ, BD and MDD.
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Affiliation(s)
- Karin Weigelt
- Department of Immunology, Erasmus Medical Centre Rotterdam, Rotterdam, The Netherlands.
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Batista F, Vaiman D, Dausset J, Fellous M, Veitia RA. Potential targets of FOXL2, a transcription factor involved in craniofacial and follicular development, identified by transcriptomics. Proc Natl Acad Sci U S A 2007; 104:3330-5. [PMID: 17360647 PMCID: PMC1805535 DOI: 10.1073/pnas.0611326104] [Citation(s) in RCA: 93] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2006] [Indexed: 12/16/2022] Open
Abstract
FOXL2 is a gene encoding a forkhead transcription factor, whose mutations are responsible for the blepharophimosis-ptosis-epicanthus inversus syndrome that often involves premature ovarian failure. FOXL2 is one of the earliest ovarian markers and it offers, along with its targets, an excellent model to study ovarian development and function in normal and pathological conditions. We have recently shown that the aromatase gene is a target of FOXL2, and only three other targets have been reported so far. To detect potential transcriptional targets of FOXL2, we used DNA chips and quantitative PCR to compare the transcriptomes of granulosa-like cells overexpressing, or not, FOXL2. This analysis showed that mediators of inflammation, apoptotic and transcriptional regulators, genes involved in cholesterol metabolism, and genes encoding enzymes and transcription factors involved in reactive oxygen species detoxification were up-regulated. On the other hand, FOXL2 down-regulated the transcription of several genes involved in proteolysis and signal transduction and in transcription regulation. A bioinformatic analysis was conducted to discriminate between potential target promoters activated and repressed by FOXL2. In addition, the promoters of strongly activated genes were enriched in forkhead recognition sites, suggesting that these genes might be direct FOXL2 targets. Altogether, these results provide insight into the activity of FOXL2 and may help in understanding the mechanisms of pathogenesis of FOXL2 mutations if the targets prove to be the same in the ovary.
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Affiliation(s)
- Frank Batista
- *Département de Génétique et Développement, Institut Cochin, Institut National de la Santé et de la Recherche Médicale U567, Centre National de la Recherche Scientifique Unité Mixte de Recherche 8104, and Faculté de Médecine René Descartes, Université Paris V UM 3, 75014 Paris, France
| | - Daniel Vaiman
- *Département de Génétique et Développement, Institut Cochin, Institut National de la Santé et de la Recherche Médicale U567, Centre National de la Recherche Scientifique Unité Mixte de Recherche 8104, and Faculté de Médecine René Descartes, Université Paris V UM 3, 75014 Paris, France
- Département de Génétique Animale, Institut National de la Recherche Agronomique, 75338 Paris Cedex 07, France
| | - Jean Dausset
- Fondation Jean Dausset, Centre d'Etude du Polymorphisme Humain, 75010 Paris, France; and
| | - Marc Fellous
- *Département de Génétique et Développement, Institut Cochin, Institut National de la Santé et de la Recherche Médicale U567, Centre National de la Recherche Scientifique Unité Mixte de Recherche 8104, and Faculté de Médecine René Descartes, Université Paris V UM 3, 75014 Paris, France
- Université Denis Diderot/Paris VII, 75005 Paris, France
| | - Reiner A. Veitia
- *Département de Génétique et Développement, Institut Cochin, Institut National de la Santé et de la Recherche Médicale U567, Centre National de la Recherche Scientifique Unité Mixte de Recherche 8104, and Faculté de Médecine René Descartes, Université Paris V UM 3, 75014 Paris, France
- Université Denis Diderot/Paris VII, 75005 Paris, France
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