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Morin A, Chu C, Pavlidis P. Identifying Reproducible Transcription Regulator Coexpression Patterns with Single Cell Transcriptomics. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.15.580581. [PMID: 38559016 PMCID: PMC10979919 DOI: 10.1101/2024.02.15.580581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
The proliferation of single cell transcriptomics has potentiated our ability to unveil patterns that reflect dynamic cellular processes, rather than cell type compositional effects that emerge from bulk tissue samples. In this study, we leverage a broad collection of single cell RNA-seq data to identify the gene partners whose expression is most coordinated with each human and mouse transcription regulator (TR). We assembled 120 human and 103 mouse scRNA-seq datasets from the literature (>28 million cells), constructing a single cell coexpression network for each. We aimed to understand the consistency of TR coexpression profiles across a broad sampling of biological contexts, rather than examine the preservation of context-specific signals. Our workflow therefore explicitly prioritizes the patterns that are most reproducible across cell types. Towards this goal, we characterize the similarity of each TR's coexpression within and across species. We create single cell coexpression rankings for each TR, demonstrating that this aggregated information recovers literature curated targets on par with ChIP-seq data. We then combine the coexpression and ChIP-seq information to identify candidate regulatory interactions supported across methods and species. Finally, we highlight interactions for the important neural TR ASCL1 to demonstrate how our compiled information can be adopted for community use.
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Affiliation(s)
- Alexander Morin
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
- Graduate Program in Bioinformatics, University of British Columbia, Vancouver, BC, Canada
| | - Chingpan Chu
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
- Graduate Program in Bioinformatics, University of British Columbia, Vancouver, BC, Canada
| | - Paul Pavlidis
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
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Liu Z, Wang C, Tang Y, Zhang X, Pei J, Liu H, Yu Y, Gu W. ENO1 promotes trophoblast invasion regulated by E2F8 in recurrent miscarriage. FASEB J 2024; 38:e23631. [PMID: 38661062 DOI: 10.1096/fj.202302032rr] [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: 10/07/2023] [Revised: 04/06/2024] [Accepted: 04/12/2024] [Indexed: 04/26/2024]
Abstract
Recurrent miscarriage (RM) is related to the dysfunction of extravillous trophoblast cells (EVTs), but the comprehensive mechanisms remain largely unexplored. We analyzed single-cell RNA sequencing (scRNA-seq), bulk RNA sequencing and microarray datasets obtained from Gene Expression Omnibus (GEO) database to explore the hub genes in the mechanisms of RM. We identified 1724 differentially expressed genes (DEGs) in EVTs from the RM, and they were all expressed along the trajectory of EVTs. These DEGs were associated with hypoxia and glucose metabolism. Single-cell Regulatory Network Inference and Clustering (SCENIC) analysis revealed that E2F transcription factor (E2F) 8 (E2F8) was a key transcription factor for these DEGs. And the expression of ENO1 can be positively regulated by E2F8 via RNA sequencing analysis. Subsequently, we performed immunofluorescence assay (IF), plasmid transfection, western blotting, chromatin immunoprecipitation (ChIP), real-time quantitative polymerase chain reaction (qRT-PCR), and transwell assays for validation experiments. We found that the expression of alpha-Enolase 1 (ENO1) was lower in the placentas of RM. Importantly, E2F8 can transcriptionally regulate the expression of ENO1 to promote the invasion of trophoblast cells by inhibiting secreted frizzled-related protein 1/4 (SFRP1/4) to activate Wnt signaling pathway. Our results suggest that ENO1 can promote trophoblast invasion via an E2F8-dependent manner, highlighting a potential novel target for the physiological mechanisms of RM.
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Affiliation(s)
- Zhenzhen Liu
- Department of Obstetrics and Gynecology, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Chengjie Wang
- Department of Obstetrics and Gynecology, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Yao Tang
- Department of Obstetrics and Gynecology, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Xiaoyue Zhang
- Department of Obstetrics and Gynecology, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Jiangnan Pei
- Department of Obstetrics and Gynecology, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Haiyan Liu
- Department of Obstetrics and Gynecology, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Yi Yu
- Department of Obstetrics and Gynecology, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Weirong Gu
- Department of Obstetrics and Gynecology, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
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Wang Z, Bi M, Zhe X, Wang X, Dai B, Han X, Ren B, Liang H, Liu D. Molecular mechanism underlying miR-204-5p regulation of adipose-derived stem cells differentiation into cells from three germ layers. Cell Death Discov 2024; 10:95. [PMID: 38388551 PMCID: PMC10884001 DOI: 10.1038/s41420-024-01852-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 02/03/2024] [Accepted: 02/06/2024] [Indexed: 02/24/2024] Open
Abstract
The limited differentiation ability of adipose-derived stem cells (ADSCs) limits their application in stem cell therapy and regenerative medicine. Here, we explore the molecular mechanism by which miR-204-5p regulates ADSCs differentiation into cells derived from the three germ layers (i.e., adipocytes, neurocytes, and hepatocytes). Although miR-204-5p overexpression inhibited ADSCs differentiation into adipocytes, neurocyte and hepatocyte differentiation were promoted. Mechanistically, miR-204-5p inhibited the expression of PPARG by regulating the AMPK signaling pathway, thereby inhibiting ADSCs differentiation into adipocytes. Further, miR-204-5p regulated JAG1/NOTCH3 axis for the inhibition of differentiation into adipocytes and promotion of differentiation into neurocytes. miR-204-5p might also promote ADSCs differentiation into hepatocytes by upregulating E2F8. The findings of this study provide novel insights into the regulatory mechanisms underlying early embryonic development and will help to facilitate the application of ADSCs in stem cell therapy and regenerative medicine.
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Affiliation(s)
- Zhimin Wang
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, P.R. China
- Reproductive Medicine Center, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010050, P.R. China
| | - Meiyu Bi
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, P.R. China
| | - Xiaoshu Zhe
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, P.R. China
| | - Xiao Wang
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, P.R. China
| | - Bai Dai
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, P.R. China
- Reproductive Medicine Center, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010050, P.R. China
| | - Xiaoyu Han
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, P.R. China
| | - Bingxu Ren
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, P.R. China
| | - Hao Liang
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, P.R. China
| | - Dongjun Liu
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, P.R. China.
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Zhang N, Zhu Y, Zhang X, Yang K, Yang X, An M, Tian C, Li J. Based on network pharmacology and experiments to explore the underlying mechanism of Mahonia bealei (Fortune) Carrière for treating alcoholic hepatocellular carcinoma. JOURNAL OF ETHNOPHARMACOLOGY 2024; 318:116919. [PMID: 37453621 DOI: 10.1016/j.jep.2023.116919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 07/11/2023] [Accepted: 07/12/2023] [Indexed: 07/18/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Mahonia bealei (Fortune) Carrière (M. bealei) is a traditional medicine widely used by the Hmong community in Guizhou. It possesses diverse biological activities and shows promise in cancer treatment; however, contemporary pharmacological research in this area is lacking. AIMS OF THE STUDY This study aimed to investigate the effects and underlying mechanisms of M. bealei on alcoholic hepatocellular carcinoma (HCC). MATERIALS AND METHODS We initially employed the LC-MS/MS method to identify the compounds present in M. bealei serum. Subsequently, its potential targets were predicted using public databases. Bioinformatics and network pharmacology approaches, such as univariate Cox regression and random forest (RF) algorithms, were utilized to identify differentially expressed genes (DEGs) associated with the prognosis of alcoholic HCC. Survival curve and receiver operating characteristic (ROC) analyses were conducted using alcoholic HCC-related data from TCGA and GEO to determine the diagnostic value of the identified DEGs. Molecular docking using the CDOCKER approach based on CHARMm was performed to validate the affinity between the predictive compounds and targets. Additionally, we evaluated the impact of M. bealei on cell proliferation, migration, and conducted western blot assays. RESULTS The LC-MS/MS approach identified 17 therapeutic components and predicted 483 component-related targets, of which 63 overlapped with alcoholic HCC targets and were considered potential therapeutic targets. GO and KEGG pathway analysis revealed significant associations between the 63 overlapping targets and alcoholic HCC progression. Through various approaches in the Cytoscape 3.9.0 software, we confirmed 9 hub genes (CDK1, CXCR4, DNMT1, ESR1, KIT, PDGFRB, SERPINE1, TOP2A, and TYMS) as core targets. TOP2A and CDK1 genes were identified as advantageous for diagnosing alcoholic HCC using univariate Cox regression, RF, survival curve, and ROC analysis. Molecular docking analysis demonstrated strong binding affinity between key bioactive components cyclamic acid, perfluoroalkyl carboxylic acid, perfluorosulfonic acid, alpha-linolenic acid, adenosine receptor antagonist (CGS 15943), and Prodigiosin and TOP2A and CDK1. In vitro experiments confirmed that M. bealei significantly suppressed cell proliferation and migration of HepG2 cells, while downregulating TOP2A and CDK1 expression. CONCLUSION This study highlights the potential of M. bealei as a natural medicine for the treatment of alcoholic HCC. Six compounds (cyclamic acid, perfluoroalkylic carboxylic acids, perfluorosulfonic acid, alpha-linolenic acid, adenosine receptor antagonist (CGS 15943), and Prodigiosin) present in M. bealei serum may exhibit therapeutic effects against alcoholic HCC by downregulating CDK1 and TOP2A expression levels in vitro.
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Affiliation(s)
- Nannan Zhang
- School of Basic Medicine, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Yi Zhu
- School of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Xuewu Zhang
- School of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Kaiping Yang
- School of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Xia Yang
- School of Basic Medicine, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Mingyu An
- School of Basic Medicine, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Changlin Tian
- School of Basic Medicine, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Jun Li
- School of Basic Medicine, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China.
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Ye WY, Lu HP, Li JD, Chen G, He RQ, Wu HY, Zhou XG, Rong MH, Yang LH, He WY, Pang QY, Pan SL, Pang YY, Dang YW. Clinical Implication of E2F Transcription Factor 1 in Hepatocellular Carcinoma Tissues. Cancer Biother Radiopharm 2023; 38:684-707. [PMID: 34619053 DOI: 10.1089/cbr.2020.4342] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Background: To date, the clinical management of advanced hepatocellular carcinoma (HCC) patients remains challenging and the mechanisms of E2F transcription factor 1 (E2F1) underlying HCC are obscure. Materials and Methods: Our study integrated datasets mined from several public databases to comprehensively understand the deregulated expression status of E2F1. Tissue microarrays and immunohistochemistry staining was used to validate E2F1 expression level. The prognostic value of E2F1 was assessed. In-depth subgroup analyses were implemented to compare the differentially expressed levels of E2F1 in HCC patients with various tumor stages. Functional enrichments were used to address the predominant targets of E2F1 and shedding light on their potential roles in HCC. Results: We confirmed the elevated expression of E2F1 in HCC. Subgroup analyses indicated that elevated E2F1 level was independent of various stages in HCC. E2F1 possessed moderate discriminatory capability in differentiating HCC patients from non-HCC controls. Elevated E2F1 correlated with Asian race, tumor classification, neoplasm histologic grade, eastern cancer oncology group, and plasma AFP levels. Furthermore, high E2F1 correlated with poor survival condition and pooled HR signified E2F1 as a risk factor for HCC. Enrichment analysis of differentially expressed genes, coexpressed genes, and putative targets of E2F1 emphasized the importance of cell cycle pathway, where CCNE1 and CCNA2 served as hub genes. Conclusions: We confirmed the upregulation of E2F1 and explored the prognostic value of E2F1 in HCC patients. Two putative targeted genes (CCNE1 and CCNA2) of E2F1 were identified for their potential roles in regulating cell cycle and promote antiapoptotic activity in HCC patients.
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Affiliation(s)
- Wang-Yang Ye
- Department of Pathology and The First Affiliated Hospital of Guangxi Medical University, Nanning, People's Republic of China
| | - Hui-Ping Lu
- Department of Pathology and The First Affiliated Hospital of Guangxi Medical University, Nanning, People's Republic of China
| | - Jian-Di Li
- Department of Pathology and The First Affiliated Hospital of Guangxi Medical University, Nanning, People's Republic of China
| | - Gang Chen
- Department of Pathology and The First Affiliated Hospital of Guangxi Medical University, Nanning, People's Republic of China
| | - Rong-Quan He
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, People's Republic of China
| | - Hua-Yu Wu
- Department of Cell Biology and Genetics, School of Preclinical Medicine, Guangxi Medical University, Nanning, People's Republic of China
| | - Xian-Guo Zhou
- Department of Research, Guangxi Medical University Cancer Hospital, Nanning, People's Republic of China
| | - Min-Hua Rong
- Department of Research, Guangxi Medical University Cancer Hospital, Nanning, People's Republic of China
| | - Li-Hua Yang
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, People's Republic of China
| | - Wei-Ying He
- Department of Pathology and The First Affiliated Hospital of Guangxi Medical University, Nanning, People's Republic of China
| | - Qiu-Yu Pang
- Department of Pathology and The First Affiliated Hospital of Guangxi Medical University, Nanning, People's Republic of China
| | - Shang-Ling Pan
- Department of Pathophysiology, School of Pre-clinical Medicine, Guangxi Medical University, Nanning, People's Republic of China
| | - Yu-Yan Pang
- Department of Pathology and The First Affiliated Hospital of Guangxi Medical University, Nanning, People's Republic of China
| | - Yi-Wu Dang
- Department of Pathology and The First Affiliated Hospital of Guangxi Medical University, Nanning, People's Republic of China
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Dou D, Bi M, Li X, Zhang N, Xu M, Guo A, Li F, Zhu W. ADP Ribosylation Factor 6 Relieves Airway Inflammation and Remodeling by Inhibiting Ovalbumin Induced-Epithelial Mesenchymal Transition in Experimental Asthma, Possibly by Regulating of E2F Transcription Factor 8. Immunol Invest 2023:1-18. [PMID: 37326141 DOI: 10.1080/08820139.2023.2222778] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
BACKGROUND Childhood asthma is a major global health concern. ADP-ribosylation factor 6 (ARF6) is a low-molecular-weight GTPase; however, its role in childhood asthma remains unclear. METHODS Ovalbumin (OVA)-challenged neonatal mice and transforming growth factor-β1 (TGF-β1)-induced BEAS-2B cells were used as in vivo and in vitro models of childhood asthma, respectively. RESULTS Upon OVA stimulation, ARF6 expression was upregulated in the lung tissue. Neonatal mice administered SehinH3 (an ARF6 inhibitor) exhibited improved pulmonary pathological injury, along with reduced inflammatory cell infiltration in the lungs and cytokine release in bronchial alveolar lavage fluid and serum (interleukin [IL]-3, IL-5, IL-13, IgE, and OVA-specific IgE). SehinH3 treatment restrained epithelial - mesenchymal transition (EMT) in the lungs of asthmatic mice, as evidenced by increased E-cadherin and decreased N-cadherin and α-smooth muscle actin expression. Different TGF-β1 exposures to BEAS-2B cells induced a time- and dose-dependent increase in ARF6 expression in vitro. Upon TGF-β1 stimulation, ARF6 knockdown repressed EMT and SehinH3 treatment caused similar results in BEAS-2B cells. The transcription factor E2F8 is involved in diverse biological functions and its increased expression was confirmed in vivo and in vitro. Dual-luciferase assays confirmed that E2F8 binds to the ARF6 promoter and promotes its transcriptional activity. In vitro results revealed that E2F8 silencing suppressed EMT, whereas rescue experiments showed that ARF6 overexpression partly reversed these phenomena. CONCLUSION Our study showed that ARF6 is associated with childhood asthma progression and may be positively regulated by E2F8. These results provide insight into the pathogenesis and treatment of childhood asthma.
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Affiliation(s)
- Dongdong Dou
- Department of Pediatrics, Jinan Central Hospital, Shandong University, Jinan, Shandong, China
| | - Meirong Bi
- Department of Pediatrics, Jinan Central Hospital, Shandong University, Jinan, Shandong, China
| | - Xiuyun Li
- Department of Pediatrics, Jinan Central Hospital, Shandong University, Jinan, Shandong, China
| | - Nan Zhang
- Department of Pediatrics, Jinan Central Hospital, Shandong University, Jinan, Shandong, China
| | - Mi Xu
- Department of Pediatrics, Jinan Central Hospital, Shandong University, Jinan, Shandong, China
| | - Aili Guo
- Department of Pediatrics, Jinan Central Hospital, Shandong University, Jinan, Shandong, China
| | - Feng Li
- Department of Pediatrics, Jinan Central Hospital, Shandong University, Jinan, Shandong, China
| | - Weiwei Zhu
- Department of Pediatrics, Jinan Central Hospital, Shandong University, Jinan, Shandong, China
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Lee DY, Chun JN, Cho M, So I, Jeon JH. Emerging role of E2F8 in human cancer. Biochim Biophys Acta Mol Basis Dis 2023; 1869:166745. [PMID: 37164180 DOI: 10.1016/j.bbadis.2023.166745] [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: 11/01/2022] [Revised: 05/01/2023] [Accepted: 05/02/2023] [Indexed: 05/12/2023]
Abstract
E2F8 is a multifaceted transcription factor that plays a crucial role in mediating the hallmarks of cancer, including sustaining proliferative signaling, resisting cell death, and activating invasion and metastasis. Aberrant E2F8 expression is associated with poor clinical outcomes in most human cancers. However, E2F8 also exhibits tumor-suppressing activity; thus, the role of E2F8 in cell-fate determination is unclear. In this review, we highlight the recent progress in understanding the role of E2F8 in human cancers, which will contribute to building a conceptual framework and broadening our knowledge pertaining to E2F8. This review provides insight into future challenges and perspectives regarding the translation of biological knowledge into therapeutic strategies for the treatment of cancer.
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Affiliation(s)
- Da Young Lee
- Department of Physiology and Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jung Nyeo Chun
- Department of Physiology and Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Human-Environment Interface Biology, Seoul National University, Seoul, Republic of Korea
| | - Minsoo Cho
- Independent researcher, Seoul, Republic of Korea
| | - Insuk So
- Department of Physiology and Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Human-Environment Interface Biology, Seoul National University, Seoul, Republic of Korea
| | - Ju-Hong Jeon
- Department of Physiology and Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Human-Environment Interface Biology, Seoul National University, Seoul, Republic of Korea.
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8
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Yang G, Jena PK, Hu Y, Sheng L, Chen SY, Slupsky CM, Davis R, Tepper CG, Wan YJY. The essential roles of FXR in diet and age influenced metabolic changes and liver disease development: a multi-omics study. Biomark Res 2023; 11:20. [PMID: 36803569 PMCID: PMC9938992 DOI: 10.1186/s40364-023-00458-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 01/24/2023] [Indexed: 02/20/2023] Open
Abstract
BACKGROUND Aging and diet are risks for metabolic diseases. Bile acid receptor farnesoid X receptor (FXR) knockout (KO) mice develop metabolic liver diseases that progress into cancer as they age, which is accelerated by Western diet (WD) intake. The current study uncovers the molecular signatures for diet and age-linked metabolic liver disease development in an FXR-dependent manner. METHODS Wild-type (WT) and FXR KO male mice, either on a healthy control diet (CD) or a WD, were euthanized at the ages of 5, 10, or 15 months. Hepatic transcriptomics, liver, serum, and urine metabolomics as well as microbiota were profiled. RESULTS WD intake facilitated hepatic aging in WT mice. In an FXR-dependent manner, increased inflammation and reduced oxidative phosphorylation were the primary pathways affected by WD and aging. FXR has a role in modulating inflammation and B cell-mediated humoral immunity which was enhanced by aging. Moreover, FXR dictated neuron differentiation, muscle contraction, and cytoskeleton organization in addition to metabolism. There were 654 transcripts commonly altered by diets, ages, and FXR KO, and 76 of them were differentially expressed in human hepatocellular carcinoma (HCC) and healthy livers. Urine metabolites differentiated dietary effects in both genotypes, and serum metabolites clearly separated ages irrespective of diets. Aging and FXR KO commonly affected amino acid metabolism and TCA cycle. Moreover, FXR is essential for colonization of age-related gut microbes. Integrated analyses uncovered metabolites and bacteria linked with hepatic transcripts affected by WD intake, aging, and FXR KO as well as related to HCC patient survival. CONCLUSION FXR is a target to prevent diet or age-associated metabolic disease. The uncovered metabolites and microbes can be diagnostic markers for metabolic disease.
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Affiliation(s)
- Guiyan Yang
- grid.27860.3b0000 0004 1936 9684Department of Pathology and Laboratory Medicine, University of California, Davis Health. Room 3400B, Research Building III, 4645 2nd Ave, Sacramento, CA 95817 USA
| | - Prasant K. Jena
- grid.27860.3b0000 0004 1936 9684Department of Pathology and Laboratory Medicine, University of California, Davis Health. Room 3400B, Research Building III, 4645 2nd Ave, Sacramento, CA 95817 USA
| | - Ying Hu
- grid.27860.3b0000 0004 1936 9684Department of Pathology and Laboratory Medicine, University of California, Davis Health. Room 3400B, Research Building III, 4645 2nd Ave, Sacramento, CA 95817 USA
| | - Lili Sheng
- grid.27860.3b0000 0004 1936 9684Department of Pathology and Laboratory Medicine, University of California, Davis Health. Room 3400B, Research Building III, 4645 2nd Ave, Sacramento, CA 95817 USA
| | - Shin-Yu Chen
- grid.27860.3b0000 0004 1936 9684Department of Nutrition, University of California, Davis, CA USA
| | - Carolyn M. Slupsky
- grid.27860.3b0000 0004 1936 9684Department of Nutrition, University of California, Davis, CA USA
| | - Ryan Davis
- grid.27860.3b0000 0004 1936 9684Department of Pathology and Laboratory Medicine, University of California, Davis Health. Room 3400B, Research Building III, 4645 2nd Ave, Sacramento, CA 95817 USA
| | - Clifford G. Tepper
- grid.27860.3b0000 0004 1936 9684Department of Biochemistry and Molecular Medicine, University of California, Davis, Sacramento, CA USA
| | - Yu-Jui Yvonne Wan
- Department of Pathology and Laboratory Medicine, University of California, Davis Health. Room 3400B, Research Building III, 4645 2nd Ave, Sacramento, CA, 95817, USA.
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MEKs/ERKs-mediated FBXO1/E2Fs interaction interference modulates G 1/S cell cycle transition and cancer cell proliferation. Arch Pharm Res 2023; 46:44-58. [PMID: 36607545 DOI: 10.1007/s12272-023-01426-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 12/31/2022] [Indexed: 01/07/2023]
Abstract
E2F 1, 2, and 3a, (refer to as E2Fs) are a subfamily of E2F transcription factor family that play essential roles in cell-cycle progression, DNA replication, DNA repair, apoptosis, and differentiation. Although the transcriptional regulation of E2Fs has focused on pocket protein retinoblastoma protein complex, recent studies indicate that post-translational modification and stability regulation of E2Fs play key roles in diverse cellular processes. In this study, we found that FBXO1, a component of S-phase kinase-associated protein 1 (SKP1)-cullin 1-F-box protein (SCF) complex, is an E2Fs binding partner. Furthermore, FBXO1 to E2Fs binding induced K48 ubiquitination and subsequent proteasomal degradation of E2Fs. Binding domain analysis indicated that the Arg (R)/Ile (I) and R/Val (V) motifs, which are located in the dimerization domain of E2Fs, of E2F 1 and 3a and E2F2, respectively, acted as degron motifs (DMs) for FBXO1. Notably, RI/AA or RV/AA mutation in the DMs reduced FBXO1-mediated ubiquitination and prolonged the half-lives of E2Fs. Importantly, the stabilities of E2Fs were affected by phosphorylation of threonine residues located near RI and RV residues of DMs. Phosphorylation prediction database analysis and specific inhibitor analysis revealed that MEK/ERK signaling molecules play key roles in FBXO1/E2Fs' interaction and modulate E2F protein turnover. Moreover, both elevated E2Fs protein levels by knockdown of FBXO1 and decreased E2Fs protein levels by sh-E2F3a delayed G1/S cell cycle transition, resulting in inhibition of cancer cell proliferation. These results demonstrated that FBXO1-E2Fs axis-mediated precise E2Fs stability regulation plays a key role in cell proliferation via G1/S cell cycle transition.
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Sun C, Wang J, Xia T, Sun Q, He Y, Wang H, He Q, Liu L. Mitochondrion-Targeted NIR Therapeutic Agent Suppresses Melanoma by Inducing Apoptosis and Cell Cycle Arrest via E2F/Cyclin/CDK Pathway. Pharmaceuticals (Basel) 2022; 15:ph15121589. [PMID: 36559040 PMCID: PMC9786161 DOI: 10.3390/ph15121589] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 12/12/2022] [Accepted: 12/16/2022] [Indexed: 12/23/2022] Open
Abstract
Malignant melanoma is the most fatal form of skin cancer worldwide, and earlier diagnosis and more effective therapies are required to improve prognosis. As a possible solution, near-infrared fluorescent heptamethine cyanine dyes have been shown to be useful for tumor diagnosis and treatment. Here, we synthesized a novel theranostic agent, IR-817, a multifunctional bioactive small-molecule that has near-infrared emission, targets mitochondria in cancer cells, and has selective anti-cancer effects. In in vitro experiments, IR-817 preferentially accumulated in melanoma cells through organic anion transporting polypeptide transporters but also selectively inhibited the growth of tumor cells by inducing mitochondrial-dependent intrinsic apoptosis. Mechanistically, IR-817 caused G0/G1 cell cycle arrest by targeting the E2F/Cyclin/CDK pathway. Finally, IR-817 significantly suppressed the growth of xenograft tumors in zebrafish and mice. Immunohistochemical staining and hematoxylin and eosin staining revealed that IR-817 induced apoptosis and inhibited tumor cell proliferation without notable side effects. Therefore, mitochondrial-targeting theranostic agent IR-817 may be promising for accurate tumor diagnosis, real-time monitoring, and safe anti-cancer treatments.
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Affiliation(s)
- Changzhen Sun
- Drug Research Center of Integrated Traditional Chinese and Western Medicine, National Traditional Chinese Medicine Clinical Research Base, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou 646610, China
| | - Jianv Wang
- Department of Dermatology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
| | - Tong Xia
- Department of Dermatology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
| | - Qin Sun
- Drug Research Center of Integrated Traditional Chinese and Western Medicine, National Traditional Chinese Medicine Clinical Research Base, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou 646610, China
| | - Yijing He
- Department of Science and Technology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
| | - Hailan Wang
- Drug Research Center of Integrated Traditional Chinese and Western Medicine, National Traditional Chinese Medicine Clinical Research Base, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou 646610, China
| | - Qizhou He
- Department of Radiology, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou 646610, China
- Correspondence: (Q.H.); (L.L.); Tel.: +86-159-0836-2735 (Q.H.); +86-193-3860-9127 (L.L.)
| | - Li Liu
- Department of Dermatology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
- Correspondence: (Q.H.); (L.L.); Tel.: +86-159-0836-2735 (Q.H.); +86-193-3860-9127 (L.L.)
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11
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Park SA, Lim YJ, Ku WL, Zhang D, Cui K, Tang LY, Chia C, Zanvit P, Chen Z, Jin W, Wang D, Xu J, Liu O, Wang F, Cain A, Guo N, Nakatsukasa H, Wu C, Zhang YE, Zhao K, Chen W. Opposing functions of circadian protein DBP and atypical E2F family E2F8 in anti-tumor Th9 cell differentiation. Nat Commun 2022; 13:6069. [PMID: 36241625 PMCID: PMC9568563 DOI: 10.1038/s41467-022-33733-8] [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: 10/08/2021] [Accepted: 09/30/2022] [Indexed: 12/24/2022] Open
Abstract
Interleukin-9 (IL-9)-producing CD4+ T helper cells (Th9) have been implicated in allergy/asthma and anti-tumor immunity, yet molecular insights on their differentiation from activated T cells, driven by IL-4 and transforming growth factor-beta (TGF-β), is still lacking. Here we show opposing functions of two transcription factors, D-binding protein (DBP) and E2F8, in controlling Th9 differentiation. Specifically, TGF-β and IL-4 signaling induces phosphorylation of the serine 213 site in the linker region of the Smad3 (pSmad3L-Ser213) via phosphorylated p38, which is necessary and sufficient for Il9 gene transcription. We identify DBP and E2F8 as an activator and repressor, respectively, for Il9 transcription by pSmad3L-Ser213. Notably, Th9 cells with siRNA-mediated knockdown for Dbp or E2f8 promote and suppress tumor growth, respectively, in mouse tumor models. Importantly, DBP and E2F8 also exhibit opposing functions in regulating human TH9 differentiation in vitro. Thus, our data uncover a molecular mechanism of Smad3 linker region-mediated, opposing functions of DBP and E2F8 in Th9 differentiation.
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Affiliation(s)
- Sang-A Park
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
| | - Yun-Ji Lim
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
| | - Wai Lim Ku
- grid.94365.3d0000 0001 2297 5165Systemic Biology Center, National Heart, Lung, and Blood Institute, National Institutes of Health, 31 Center Drive, Bethesda, 20892 MD USA
| | - Dunfang Zhang
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
| | - Kairong Cui
- grid.94365.3d0000 0001 2297 5165Systemic Biology Center, National Heart, Lung, and Blood Institute, National Institutes of Health, 31 Center Drive, Bethesda, 20892 MD USA
| | - Liu-Ya Tang
- grid.94365.3d0000 0001 2297 5165Laboratory of Cellular and Molecular Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 37 Convent Drive, Bethesda, 20892 MD USA
| | - Cheryl Chia
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
| | - Peter Zanvit
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
| | - Zuojia Chen
- grid.94365.3d0000 0001 2297 5165Experimental Immunology Branch, National Cancer Institute, National Institutes of Health, 37 Convent Drive, Bethesda, 20892 MD USA
| | - Wenwen Jin
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
| | - Dandan Wang
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
| | - Junji Xu
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
| | - Ousheng Liu
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
| | - Fu Wang
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
| | - Alexander Cain
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
| | - Nancy Guo
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
| | - Hiroko Nakatsukasa
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
| | - Chuan Wu
- grid.94365.3d0000 0001 2297 5165Experimental Immunology Branch, National Cancer Institute, National Institutes of Health, 37 Convent Drive, Bethesda, 20892 MD USA
| | - Ying E. Zhang
- grid.94365.3d0000 0001 2297 5165Laboratory of Cellular and Molecular Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 37 Convent Drive, Bethesda, 20892 MD USA
| | - Keji Zhao
- grid.94365.3d0000 0001 2297 5165Systemic Biology Center, National Heart, Lung, and Blood Institute, National Institutes of Health, 31 Center Drive, Bethesda, 20892 MD USA
| | - WanJun Chen
- grid.94365.3d0000 0001 2297 5165Mucosal Immunology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, 30 Convent Drive, Bethesda, 20892 MD USA
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12
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Li Y, Palmer A, Lupu L, Huber-Lang M. Inflammatory response to the ischaemia-reperfusion insult in the liver after major tissue trauma. Eur J Trauma Emerg Surg 2022; 48:4431-4444. [PMID: 35831749 DOI: 10.1007/s00068-022-02026-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 05/28/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Polytrauma is often accompanied by ischaemia-reperfusion injury to tissues and organs, and the resulting series of immune inflammatory reactions are a major cause of death in patients. The liver is one of the largest organs in the body, a characteristic that makes it the most vulnerable organ after multiple injuries. In addition, the liver is an important digestive organ that secretes a variety of inflammatory mediators involved in local as well as systemic immune inflammatory responses. Therefore, this review considers the main features of post-traumatic liver injury, focusing on the immuno-pathophysiological changes, the interactions between liver organs, and the principles of treatment deduced. METHODS We focus on the local as well as systemic immune response involving the liver after multiple injuries, with emphasis on the pathophysiological mechanisms. RESULTS An overview of the mechanisms underlying the pathophysiology of local as well as systemic immune responses involving the liver after multiple injuries, the latest research findings, and the current mainstream therapeutic approaches. CONCLUSION Cross-reactivity between various organs and cascade amplification effects are among the main causes of systemic immune inflammatory responses after multiple injuries. For the time being, the pathophysiological mechanisms underlying this interaction remain unclear. Future work will continue to focus on identifying potential signalling pathways as well as target genes and intervening at the right time points to prevent more severe immune inflammatory responses and promote better and faster recovery of the patient.
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Affiliation(s)
- Yang Li
- Institute for Clinical and Experimental Trauma Immunology (ITI), University Hospital Ulm, Helmholtzstr. 8/1, 89081, Ulm, Germany
| | - Annette Palmer
- Institute for Clinical and Experimental Trauma Immunology (ITI), University Hospital Ulm, Helmholtzstr. 8/1, 89081, Ulm, Germany
| | - Ludmila Lupu
- Institute for Clinical and Experimental Trauma Immunology (ITI), University Hospital Ulm, Helmholtzstr. 8/1, 89081, Ulm, Germany
| | - Markus Huber-Lang
- Institute for Clinical and Experimental Trauma Immunology (ITI), University Hospital Ulm, Helmholtzstr. 8/1, 89081, Ulm, Germany.
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Kumar D, Das M, Oberg A, Sahoo D, Wu P, Sauceda C, Jih L, Ellies LG, Langiewicz MT, Sen S, Webster NJG. Hepatocyte Deletion of IGF2 Prevents DNA Damage and Tumor Formation in Hepatocellular Carcinoma. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2105120. [PMID: 35615981 PMCID: PMC9313545 DOI: 10.1002/advs.202105120] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 03/18/2022] [Indexed: 05/12/2023]
Abstract
Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide. Serine-arginine rich splicing factor 3 (SRSF3) plays a critical role in hepatocyte function and its loss in mice promotes chronic liver damage and leads to HCC. Hepatocyte-specific SRSF3 knockout mice (SKO mice) also overexpress insulin-like growth factor 2 (IGF2). In the present study, double deletion of Igf2 and Srsf3 (DKO mice) prevents hepatic fibrosis and inflammation, and completely prevents tumor formation, and is associated with decreased proliferation, apoptosis and DNA damage, and restored DNA repair enzyme expression. This is confirmed in vitro, where IGF2 treatment of HepG2 hepatoma cells decreases DNA repair enzyme expression and causes DNA damage. Tumors from the SKO mice also show mutational signatures consistent with homologous recombination and mismatch repair defects. Analysis of frozen human samples shows that SRSF3 protein is decreased sixfold in HCC compared to normal liver tissue but SRSF3 mRNA is increased. Looking at public TCGA data, HCC patients having high SRSF3 mRNA expression show poor survival, as do patients with alterations in known SRSF3-dependent splicing events. The results indicate that IGF2 overexpression in conjunction with reduced SRSF3 splicing activity could be a major cause of DNA damage and driver of liver cancer.
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Affiliation(s)
- Deepak Kumar
- Research and Development ServiceVA San Diego Healthcare SystemSan DiegoCA92161USA
- Division of Endocrinology and Metabolism, Department of MedicineUniversity of California San DiegoLa JollaCA92093USA
| | - Manasi Das
- Division of Endocrinology and Metabolism, Department of MedicineUniversity of California San DiegoLa JollaCA92093USA
| | - Alexis Oberg
- Research and Development ServiceVA San Diego Healthcare SystemSan DiegoCA92161USA
- Division of Endocrinology and Metabolism, Department of MedicineUniversity of California San DiegoLa JollaCA92093USA
| | - Debashis Sahoo
- Division of Genome Information Sciences, Department of PediatricsUniversity of California San DiegoLa JollaCA92093USA
| | - Panyisha Wu
- Research and Development ServiceVA San Diego Healthcare SystemSan DiegoCA92161USA
- Division of Endocrinology and Metabolism, Department of MedicineUniversity of California San DiegoLa JollaCA92093USA
| | - Consuelo Sauceda
- Research and Development ServiceVA San Diego Healthcare SystemSan DiegoCA92161USA
- Division of Endocrinology and Metabolism, Department of MedicineUniversity of California San DiegoLa JollaCA92093USA
| | - Lily Jih
- Research and Development ServiceVA San Diego Healthcare SystemSan DiegoCA92161USA
- Division of Endocrinology and Metabolism, Department of MedicineUniversity of California San DiegoLa JollaCA92093USA
| | - Lesley G. Ellies
- Division of Cancer Biology Research, Department of PathologyUniversity of California San DiegoLa JollaCA92093USA
- Moores Cancer CenterUniversity of California San DiegoLa JollaCA92093USA
| | - Magda T. Langiewicz
- Division of Endocrinology and Metabolism, Department of MedicineUniversity of California San DiegoLa JollaCA92093USA
| | - Supriya Sen
- Division of Endocrinology and Metabolism, Department of MedicineUniversity of California San DiegoLa JollaCA92093USA
| | - Nicholas J. G. Webster
- Research and Development ServiceVA San Diego Healthcare SystemSan DiegoCA92161USA
- Division of Endocrinology and Metabolism, Department of MedicineUniversity of California San DiegoLa JollaCA92093USA
- Moores Cancer CenterUniversity of California San DiegoLa JollaCA92093USA
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14
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Xu Z, Qu H, Ren Y, Gong Z, Ri HJ, Zhang F, Shao S, Chen X, Chen X. Systematic Analysis of E2F Expression and Its Relation in Colorectal Cancer Prognosis. Int J Gen Med 2022; 15:4849-4870. [PMID: 35585998 PMCID: PMC9109810 DOI: 10.2147/ijgm.s352141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 04/22/2022] [Indexed: 12/24/2022] Open
Affiliation(s)
- ZhaoHui Xu
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
- Graduate School of Dalian Medical University, Dalian, People’s Republic of China
| | - Hui Qu
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
- Graduate School of Dalian Medical University, Dalian, People’s Republic of China
| | - YanYing Ren
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
| | - ZeZhong Gong
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
- Graduate School of Dalian Medical University, Dalian, People’s Republic of China
| | - Hyok Ju Ri
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
- Graduate School of Dalian Medical University, Dalian, People’s Republic of China
| | - Fan Zhang
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
| | - Shuai Shao
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
| | - XiaoLiang Chen
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
| | - Xin Chen
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
- Correspondence: Xin Chen, Tel +86 17709872266, Email
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15
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Takahashi J, Masuda T, Kitagawa A, Tobo T, Nakano Y, Abe T, Ando Y, Kosai K, Kobayashi Y, Matsumoto Y, Yoshizumi T, Mori M, Mimori K. Fanconi Anemia Complementation Group E (FANCE), a DNA Repair-Related Gene, Is a Potential Marker of Poor Prognosis in Hepatocellular Carcinoma. Oncology 2021; 100:101-113. [PMID: 34724663 DOI: 10.1159/000520582] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 10/25/2021] [Indexed: 11/19/2022]
Abstract
INTRODUCTION Fanconi anemia complementation group E (FANCE) is a Fanconi anemia (FA) pathway gene that regulates DNA repair. We evaluated the clinical relevance of FANCE expression in hepatocellular carcinoma (HCC). METHODS First, the associations between the expression of FA pathway genes including FANCE and clinical outcomes in HCC patients were analyzed in two independent cohorts: The Cancer Genome Atlas (TCGA, n = 373) and our patient cohort (n = 53). Localization of FANCE expression in HCC tissues was observed by immunohistochemical staining. Gene set enrichment analysis (GSEA) and gene network analysis (SiGN_BN) were conducted using the TCGA dataset. Next, an in vitro proliferation assay was performed using FANCE-knockdown HCC cell lines (HuH7 and HepG2). The association between mRNA expression of FANCE and that of DNA damage response genes in HCC was analyzed using TCGA and Cancer Cell Line Encyclopedia datasets. Finally, the association between FANCE mRNA expression and overall survival (OS) in various digestive carcinomas was analyzed using TCGA data. RESULTS FANCE was highly expressed in HCC cells. Multivariate analysis indicated that high FANCE mRNA expression was an independent factor predicting poor OS. GSEA revealed a positive relationship between enhanced FANCE expression and E2F and MYC target gene expression in HCC tissues. FANCE knockdown attenuated the proliferation of HCC cells, as well as reduced cdc25A expression and elevated histone H3 pSer10 expression. SiGN_BN revealed that FANCE mRNA expression was positively correlated with DNA damage response genes (H2AFX and CHEK1) in HCC tissues. Significant effects of high FANCE expression on OS were observed in hepatobiliary pancreatic carcinomas, including HCC. CONCLUSIONS FANCE may provide a potential therapeutic target and biomarker of poor prognosis in HCC, possibly by facilitating tumor proliferation, which is mediated partly by cell cycle signaling activation.
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Affiliation(s)
- Junichi Takahashi
- Department of Surgery, Beppu Hospital, Kyushu University, Oita, Japan,
- Department of Surgery and Science, Graduate School of Medical Science, Kyushu University, Fukuoka, Japan,
| | - Takaaki Masuda
- Department of Surgery, Beppu Hospital, Kyushu University, Oita, Japan
| | - Akihiro Kitagawa
- Department of Surgery, Beppu Hospital, Kyushu University, Oita, Japan
| | - Taro Tobo
- Department of Clinical Laboratory Medicine, Beppu Hospital, Kyushu University, Oita, Japan
| | - Yusuke Nakano
- Department of Surgery, Beppu Hospital, Kyushu University, Oita, Japan
| | - Tadashi Abe
- Department of Surgery, Beppu Hospital, Kyushu University, Oita, Japan
| | - Yuki Ando
- Department of Surgery, Beppu Hospital, Kyushu University, Oita, Japan
| | - Keisuke Kosai
- Department of Surgery, Beppu Hospital, Kyushu University, Oita, Japan
| | - Yuta Kobayashi
- Department of Surgery, Beppu Hospital, Kyushu University, Oita, Japan
| | | | - Tomoharu Yoshizumi
- Department of Surgery and Science, Graduate School of Medical Science, Kyushu University, Fukuoka, Japan
| | - Masaki Mori
- Department of Surgery and Science, Graduate School of Medical Science, Kyushu University, Fukuoka, Japan
| | - Koshi Mimori
- Department of Surgery, Beppu Hospital, Kyushu University, Oita, Japan
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Xie D, Pei Q, Li J, Wan X, Ye T. Emerging Role of E2F Family in Cancer Stem Cells. Front Oncol 2021; 11:723137. [PMID: 34476219 PMCID: PMC8406691 DOI: 10.3389/fonc.2021.723137] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 07/27/2021] [Indexed: 12/14/2022] Open
Abstract
The E2F family of transcription factors (E2Fs) consist of eight genes in mammals. These genes encode ten proteins that are usually classified as transcriptional activators or transcriptional repressors. E2Fs are important for many cellular processes, from their canonical role in cell cycle regulation to other roles in angiogenesis, the DNA damage response and apoptosis. A growing body of evidence demonstrates that cancer stem cells (CSCs) are key players in tumor development, metastasis, drug resistance and recurrence. This review focuses on the role of E2Fs in CSCs and notes that many signals can regulate the activities of E2Fs, which in turn can transcriptionally regulate many different targets to contribute to various biological characteristics of CSCs, such as proliferation, self-renewal, metastasis, and drug resistance. Therefore, E2Fs may be promising biomarkers and therapeutic targets associated with CSCs pathologies. Finally, exploring therapeutic strategies for E2Fs may result in disruption of CSCs, which may prevent tumor growth, metastasis, and drug resistance.
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Affiliation(s)
- Dan Xie
- Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Sichuan, China
| | - Qin Pei
- Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Sichuan, China
| | - Jingyuan Li
- Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Sichuan, China
| | - Xue Wan
- Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Sichuan, China
| | - Ting Ye
- Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Sichuan, China
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17
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Zhang Y, Zeng F, Zeng M, Han X, Cai L, Zhang J, Weng J, Gao Y. Identification and Characterization of Alcohol-related Hepatocellular Carcinoma Prognostic Subtypes based on an Integrative N6-methyladenosine methylation Model. Int J Biol Sci 2021; 17:3554-3572. [PMID: 34512165 PMCID: PMC8416726 DOI: 10.7150/ijbs.62168] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 08/01/2021] [Indexed: 12/29/2022] Open
Abstract
Background: Alcohol consumption increases the risk of hepatocellular carcinoma (HCC), and associated with a high mortality rate and poor prognosis. N6-methyladenosine (m6A) methylations play key roles in tumorigenesis and progression. However, our current knowledge about m6A in alcohol-related HCC (A-HCC) remains elucidated. Herein, the authors construct an integrative m6A model based on A-HCC subtyping and mechanism exploration workflow. Methods: Based on the m6A expressions of A-HCC and in vivo experiment, different prognosis risk A-HCC subtypes are identified. Meanwhile, multiple interdependent indicators of prognosis including patient survival rate, clinical pathological prognosis and immunotherapy sensitivity. Results: The m6A model includes LRPPRC, YTHDF2, KIAA14219, and RBM15B, classified A-HCC patients into high/low-risk subtypes. The high-risk subtype compared to the low-risk subtype showed phenotypic malignancy, poor prognosis, immunosuppression, and activation of tumorigenesis and proliferation-related pathways, including the E2F target, DNA repair, and mTORC1 signalling pathways. The expression of Immunosuppressive cytokines DNMT1/EZH2 was up-regulated in A-HCC patients, and teniposide may be a potential therapeutic drug for A-HCC. Conclusion: Our model redefined A-HCC prognosis risk, identified potential m6As linking tumour progress and immune regulations and selected possible therapy target, thus promoting understanding and clinical applications about A-HCC.
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Affiliation(s)
- Yue Zhang
- Department of Hepatobiliary Surgery II, Guangdong Provincial Research Center for Artificial Organ and Tissue Engineering, Guangzhou Clinical Research and Transformation Center for Artificial Liver, Institute of Regenerative Medicine, ZhuJiang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China
- State Key Laboratory of Organ Failure Research, Southern Medical University, Guangzhou, China
| | - Fanhong Zeng
- Department of Hepatobiliary Surgery II, Guangdong Provincial Research Center for Artificial Organ and Tissue Engineering, Guangzhou Clinical Research and Transformation Center for Artificial Liver, Institute of Regenerative Medicine, ZhuJiang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China
- State Key Laboratory of Organ Failure Research, Southern Medical University, Guangzhou, China
| | - Min Zeng
- Department of Hepatobiliary Surgery II, Guangdong Provincial Research Center for Artificial Organ and Tissue Engineering, Guangzhou Clinical Research and Transformation Center for Artificial Liver, Institute of Regenerative Medicine, ZhuJiang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China
- State Key Laboratory of Organ Failure Research, Southern Medical University, Guangzhou, China
| | - Xu Han
- Department of Hepatobiliary Surgery II, Guangdong Provincial Research Center for Artificial Organ and Tissue Engineering, Guangzhou Clinical Research and Transformation Center for Artificial Liver, Institute of Regenerative Medicine, ZhuJiang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China
- State Key Laboratory of Organ Failure Research, Southern Medical University, Guangzhou, China
| | - Lei Cai
- Department of Hepatobiliary Surgery II, Guangdong Provincial Research Center for Artificial Organ and Tissue Engineering, Guangzhou Clinical Research and Transformation Center for Artificial Liver, Institute of Regenerative Medicine, ZhuJiang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China
- State Key Laboratory of Organ Failure Research, Southern Medical University, Guangzhou, China
| | - Jiajun Zhang
- Department of Hepatobiliary Surgery II, Guangdong Provincial Research Center for Artificial Organ and Tissue Engineering, Guangzhou Clinical Research and Transformation Center for Artificial Liver, Institute of Regenerative Medicine, ZhuJiang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China
- State Key Laboratory of Organ Failure Research, Southern Medical University, Guangzhou, China
| | - Jun Weng
- Department of Hepatobiliary Surgery II, Guangdong Provincial Research Center for Artificial Organ and Tissue Engineering, Guangzhou Clinical Research and Transformation Center for Artificial Liver, Institute of Regenerative Medicine, ZhuJiang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China
- State Key Laboratory of Organ Failure Research, Southern Medical University, Guangzhou, China
| | - Yi Gao
- Department of Hepatobiliary Surgery II, Guangdong Provincial Research Center for Artificial Organ and Tissue Engineering, Guangzhou Clinical Research and Transformation Center for Artificial Liver, Institute of Regenerative Medicine, ZhuJiang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China
- State Key Laboratory of Organ Failure Research, Southern Medical University, Guangzhou, China
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Baroni M, Yi C, Choudhary S, Lei X, Kosti A, Grieshober D, Velasco M, Qiao M, Burns SS, Araujo PR, DeLambre T, Son MY, Plateroti M, Ferreira MAR, Hasty EP, Penalva LOF. Musashi1 Contribution to Glioblastoma Development via Regulation of a Network of DNA Replication, Cell Cycle and Division Genes. Cancers (Basel) 2021; 13:1494. [PMID: 33804958 PMCID: PMC8036803 DOI: 10.3390/cancers13071494] [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: 02/06/2021] [Revised: 03/17/2021] [Accepted: 03/21/2021] [Indexed: 11/21/2022] Open
Abstract
RNA-binding proteins (RBPs) function as master regulators of gene expression. Alterations in their levels are often observed in tumors with numerous oncogenic RBPs identified in recent years. Musashi1 (Msi1) is an RBP and stem cell gene that controls the balance between self-renewal and differentiation. High Msi1 levels have been observed in multiple tumors including glioblastoma and are often associated with poor patient outcomes and tumor growth. A comprehensive genomic analysis identified a network of cell cycle/division and DNA replication genes and established these processes as Msi1's core regulatory functions in glioblastoma. Msi1 controls this gene network via two mechanisms: direct interaction and indirect regulation mediated by the transcription factors E2F2 and E2F8. Moreover, glioblastoma lines with Msi1 knockout (KO) displayed increased sensitivity to cell cycle and DNA replication inhibitors. Our results suggest that a drug combination strategy (Msi1 + cell cycle/DNA replication inhibitors) could be a viable route to treat glioblastoma.
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Affiliation(s)
- Mirella Baroni
- Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, TX 78229, USA; (M.B.); (C.Y.); (X.L.); (A.K.); (D.G.); (M.V.); (M.Q.); (P.R.A.); (T.D.)
| | - Caihong Yi
- Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, TX 78229, USA; (M.B.); (C.Y.); (X.L.); (A.K.); (D.G.); (M.V.); (M.Q.); (P.R.A.); (T.D.)
- Third Xiangya Hospital, Central South University, Changsha 410000, China
| | - Saket Choudhary
- Computational Biology and Bioinformatics, University of Southern California, Los Angeles, CA 90089, USA;
| | - Xiufen Lei
- Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, TX 78229, USA; (M.B.); (C.Y.); (X.L.); (A.K.); (D.G.); (M.V.); (M.Q.); (P.R.A.); (T.D.)
| | - Adam Kosti
- Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, TX 78229, USA; (M.B.); (C.Y.); (X.L.); (A.K.); (D.G.); (M.V.); (M.Q.); (P.R.A.); (T.D.)
- Department of Cell Systems and Anatomy, UT Health San Antonio, San Antonio, TX 78229, USA
| | - Denise Grieshober
- Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, TX 78229, USA; (M.B.); (C.Y.); (X.L.); (A.K.); (D.G.); (M.V.); (M.Q.); (P.R.A.); (T.D.)
| | - Mitzli Velasco
- Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, TX 78229, USA; (M.B.); (C.Y.); (X.L.); (A.K.); (D.G.); (M.V.); (M.Q.); (P.R.A.); (T.D.)
| | - Mei Qiao
- Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, TX 78229, USA; (M.B.); (C.Y.); (X.L.); (A.K.); (D.G.); (M.V.); (M.Q.); (P.R.A.); (T.D.)
| | - Suzanne S. Burns
- Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, TX 78229, USA; (M.B.); (C.Y.); (X.L.); (A.K.); (D.G.); (M.V.); (M.Q.); (P.R.A.); (T.D.)
| | - Patricia R. Araujo
- Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, TX 78229, USA; (M.B.); (C.Y.); (X.L.); (A.K.); (D.G.); (M.V.); (M.Q.); (P.R.A.); (T.D.)
| | - Talia DeLambre
- Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, TX 78229, USA; (M.B.); (C.Y.); (X.L.); (A.K.); (D.G.); (M.V.); (M.Q.); (P.R.A.); (T.D.)
| | - Mi Young Son
- Department of Molecular Medicine, Sam and Ann Barshop Institute for Longevity and Aging Studies, UT Health San Antonio, San Antonio, TX 78229, USA; (M.Y.S.); (E.P.H.)
| | - Michelina Plateroti
- Team: Development, Cancer and Stem Cells, Université de Strasbourg, Inserm, IRFAC/UMR-S1113, FMTS, 67200 Strasbourg, France;
| | | | - E. Paul Hasty
- Department of Molecular Medicine, Sam and Ann Barshop Institute for Longevity and Aging Studies, UT Health San Antonio, San Antonio, TX 78229, USA; (M.Y.S.); (E.P.H.)
| | - Luiz O. F. Penalva
- Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, TX 78229, USA; (M.B.); (C.Y.); (X.L.); (A.K.); (D.G.); (M.V.); (M.Q.); (P.R.A.); (T.D.)
- Department of Cell Systems and Anatomy, UT Health San Antonio, San Antonio, TX 78229, USA
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19
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Moreno E, Toussaint MJ, van Essen SC, Bongiovanni L, van Liere EA, Koster MH, Yuan R, van Deursen JM, Westendorp B, de Bruin A. E2F7 Is a Potent Inhibitor of Liver Tumor Growth in Adult Mice. Hepatology 2021; 73:303-317. [PMID: 32259305 PMCID: PMC7898887 DOI: 10.1002/hep.31259] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 03/12/2020] [Accepted: 03/19/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND AIMS Up-regulation of the E2F-dependent transcriptional network has been identified in nearly every human malignancy and is an important driver of tumorigenesis. Two members of the E2F family, E2F7 and E2F8, are potent repressors of E2F-dependent transcription. They are atypical in that they do not bind to dimerization partner proteins and are not controlled by retinoblastoma protein. The physiological relevance of E2F7 and E2F8 remains incompletely understood, largely because tools to manipulate their activity in vivo have been lacking. APPROACH AND RESULTS Here, we generated transgenic mice with doxycycline-controlled transcriptional activation of E2f7 and E2f8 and induced their expression during postnatal development, in adulthood, and in the context of cancer. Systemic induction of E2f7 and, to lesser extent, E2f8 transgenes in juvenile mice impaired cell proliferation, caused replication stress, DNA damage, and apoptosis, and inhibited animal growth. In adult mice, however, E2F7 and E2F8 induction was well tolerated, yet profoundly interfered with DNA replication, DNA integrity, and cell proliferation in diethylnitrosamine-induced liver tumors. CONCLUSION Collectively, our findings demonstrate that atypical E2Fs can override cell-cycle entry and progression governed by other E2F family members and suggest that this property can be exploited to inhibit proliferation of neoplastic hepatocytes when growth and development have subsided during adulthood.
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Affiliation(s)
- Eva Moreno
- Department of Biomolecular Health SciencesFaculty of Veterinary MedicineUtrecht UniversityUtrechtthe Netherlands
| | - Mathilda J.M. Toussaint
- Department of Biomolecular Health SciencesFaculty of Veterinary MedicineUtrecht UniversityUtrechtthe Netherlands
| | - Saskia C. van Essen
- Department of Biomolecular Health SciencesFaculty of Veterinary MedicineUtrecht UniversityUtrechtthe Netherlands
| | - Laura Bongiovanni
- Department of Biomolecular Health SciencesFaculty of Veterinary MedicineUtrecht UniversityUtrechtthe Netherlands
| | - Elsbeth A. van Liere
- Department of Biomolecular Health SciencesFaculty of Veterinary MedicineUtrecht UniversityUtrechtthe Netherlands
| | - Mirjam H. Koster
- Division Molecular GeneticsDepartment of PediatricsUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
| | - Ruixue Yuan
- Department of Biomolecular Health SciencesFaculty of Veterinary MedicineUtrecht UniversityUtrechtthe Netherlands,Department of PathologyAcademic Medical CenterAmsterdamthe Netherlands
| | - Jan M. van Deursen
- Department of Biochemistry and Molecular BiologyMayo ClinicRochesterMN,Department of Pediatric and Adolescent MedicineMayo ClinicRochesterMN
| | - Bart Westendorp
- Department of Biomolecular Health SciencesFaculty of Veterinary MedicineUtrecht UniversityUtrechtthe Netherlands
| | - Alain de Bruin
- Department of Biomolecular Health SciencesFaculty of Veterinary MedicineUtrecht UniversityUtrechtthe Netherlands,Division Molecular GeneticsDepartment of PediatricsUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
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20
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Ji M, Ren L, Lv Y, Lao X, Feng Q, Tang W, Zhuang A, Liu T, Zheng P, Xu J. Small Nuclear Ribonucleoprotein Polypeptide N Accelerates Malignant Progression and Poor Prognosis in Colorectal Cancer Transcriptionally Regulated by E2F8. Front Oncol 2020; 10:561287. [PMID: 33224876 PMCID: PMC7669248 DOI: 10.3389/fonc.2020.561287] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 09/04/2020] [Indexed: 11/13/2022] Open
Abstract
Colorectal cancer is a major cause of death worldwide, and the identification of new diagnostic and prognostic biomarkers is crucial to develop new strategies to avoid colorectal cancer-related deaths. Small nuclear ribonucleoprotein polypeptide N (SNRPN) is an imprinted gene that plays an important role in various neurodevelopmental disabilities. In this study, SNRPN was highly expressed in colorectal cancer tissues and involved in the progression of this disease. Immunohistochemistry analysis of 1,310 colorectal cancer tissue samples showed that SNRPN highly expressed in cancer tissues than in adjacent tissues and was mainly localized in the nucleus. Clinical pathological factor analysis demonstrated that higher expression of SNRPN was significantly associated with larger tumor size, location of the tumor on the left-sided colon, neural invasion, and distant metastasis. Univariate and multivariate analyses showed that SNRPN expression was an independent risk factor for survival, with high expression levels indicating worse overall survival. Both in vitro and in vivo experiments confirmed that high expression of SNRPN was associated with tumor proliferation, cell cycle, and metastasis. Knocking down SNRPN blocked the cell cycle at the G2/M phase transition and promoted tumor cell apoptosis, inhibiting the progression of colorectal cancer. To explore the up-steam of SNRPN, we found by luciferase reporter assay and chromosomal immunoprecipitation assay that E2F8 was a transcriptional regulator up-steam of SNRPN in colorectal cancer. Systematic studies of SNRPN will help us discover new regulatory molecules and provide a theoretical basis for finding new molecular targets for this disease.
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Affiliation(s)
- Meiling Ji
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Li Ren
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Yang Lv
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Xinyuan Lao
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Qingyang Feng
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Wentao Tang
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Aobo Zhuang
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Tianyu Liu
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Peng Zheng
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Jianmin Xu
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
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21
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Wang H, Wang L, Tang L, Luo J, Ji H, Zhang W, Zhou J, Li Q, Miao L. Long noncoding RNA SNHG6 promotes proliferation and angiogenesis of cholangiocarcinoma cells through sponging miR-101-3p and activation of E2F8. J Cancer 2020; 11:3002-3012. [PMID: 32226515 PMCID: PMC7086249 DOI: 10.7150/jca.40592] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 02/02/2020] [Indexed: 12/13/2022] Open
Abstract
Cholangiocarcinoma (CCA) development is an extremely complex process with alterations occurring in numerous genes. SNHG6, a validated lncRNA, has been reported to regulate the expression of multiple tumor-related genes in hepatocellular carcinoma, colorectal cancer and breast cancer. Here, we elucidated the function and possible molecular mechanisms of SNHG6 in human CCA cells. Our results proved that the expression SNHG6 was upregulated in CCA tissues and cell lines. Ectopic expression of SNHG6 promoted cell proliferation, cell cycle progression, migration, and angiogenesis in CCA cells, whereas knockdown of SNHG6 repressed these cellular processes. Further mechanistic studies revealed that SNHG6 could compete with the transcription factor E2F8 to bind with miR-101-3p, thus affecting E2F8 expression. Taken together, these results provided a comprehensive analysis of the role of SNHG6 in CCA cells and offered important clues to understand the key roles of competing endogenous RNA (ceRNA) mechanisms in human cholangiocarcinoma.
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Affiliation(s)
- Huishan Wang
- Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing 211166, Jiangsu Province, China
| | - Li Wang
- Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing 211166, Jiangsu Province, China
| | - Lingyu Tang
- Taizhou hospital of traditional Chinese medicine, 86 Jichuandong Road, Hailing District, Taizhou 225300, Jiangsu Province, China
| | - Jing Luo
- Department of Thoracic Surgery, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, China
| | - Hao Ji
- Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing 211166, Jiangsu Province, China
| | - Wen Zhang
- Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing 211166, Jiangsu Province, China
| | - Jian Zhou
- Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing 211166, Jiangsu Province, China
| | - Quanpeng Li
- Medical Center for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, 121 Jiangjiayuan, Nanjing 210011, Jiangsu Province, China
| | - Lin Miao
- Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing 211166, Jiangsu Province, China
- Medical Center for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, 121 Jiangjiayuan, Nanjing 210011, Jiangsu Province, China
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22
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Lü Y, Zhang J, Li L, Li S, Yang Z. Carcinogenesis effects of E2F transcription factor 8 (E2F8) in hepatocellular carcinoma outcomes: an integrated bioinformatic report. Biosci Rep 2020; 40:221956. [PMID: 31990034 PMCID: PMC7012657 DOI: 10.1042/bsr20193212] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 01/14/2020] [Accepted: 01/20/2020] [Indexed: 02/05/2023] Open
Abstract
This report aimed to investigate the carcinogenesis effects of E2F transcription factor 8 (E2F8) in hepatocellular carcinoma (HCC). E2F8 expression level was compared in Gene Expression Omnibus (GEO), The Cancer Genome Atlas (TCGA) and Oncomine. Survival analysis of E2F8 for HCC were conducted in Kaplan-Meier plotter. Correlations of E2F8 and clinico-pathological features were performed in TCGA. Enrichment of interacted and similar genes with E2F8 was evaluated in Gene Set Enrichment Analysis (GSEA) and Metascape. We found that E2F8 was significantly up-regulated in tumor tissues compared with nontumor tissues (all P < 0.01). Moreover, E2F8 was significantly overexpressed in peripheral blood mononuclear cell (PBMC) in HCC patients than that in healthy individuals (P < 0.001). Meta-analysis in Oncomine database confirmed that E2F8 was significantly higher in HCC tumors (P = 4.28E-08). Additionally, E2F8 elevation significantly correlated with overall survival (OS), recurrence-free survival (RFS), disease-specific survival (DSS) and progression-free survival (PFS) in HCC patients (all P < 0.01). E2F8 level was significantly higher in HCC patients with advanced neoplasm histologic grade, American Joint Committee on Cancer (AJCC) stage and α-fetoprotein (AFP) elevation (all P < 0.05). Cox regression model demonstrated that high E2F8 was an independent risk factor for OS and DFS in HCC patients (HR = 2.16, P = 0.003 and HR = 1.64, P = 0.002, respectively). Enrichment analysis revealed that genes interacted/similar with E2F8 were mainly enriched in cell cycle pathways/biological process. Conclusively, up-regulated in tumors, E2F8 might accelerate tumor progression and result in unfavorable outcomes in HCC patients.
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Affiliation(s)
- Ying Lü
- Department of Integrative Medicine, Shanghai Public Health Clinical Center, Fudan University, Shanghai 201508, China
| | - Jing Zhang
- Department of Integrative Medicine, Shanghai Public Health Clinical Center, Fudan University, Shanghai 201508, China
| | - Lei Li
- Department of Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai 201508, China
| | - Shun Li
- Department of Laboratory Animal, Shanghai Public Health Clinical Center, Fudan University, Shanghai 201508, China
- Correspondence: Shun Li () or Zongguo Yang ()
| | - Zongguo Yang
- Department of Integrative Medicine, Shanghai Public Health Clinical Center, Fudan University, Shanghai 201508, China
- Correspondence: Shun Li () or Zongguo Yang ()
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23
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Zheng Y, Cui B, Sun W, Wang S, Huang X, Gao H, Gao F, Cheng Q, Lu L, An Y, Li X, Sun N. Potential Crosstalk between Liver and Extra-liver Organs in Mouse Models of Acute Liver Injury. Int J Biol Sci 2020; 16:1166-1179. [PMID: 32174792 PMCID: PMC7053327 DOI: 10.7150/ijbs.41293] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 01/18/2020] [Indexed: 12/26/2022] Open
Abstract
Carbon tetrachloride (CCl4), Concanavalin A (ConA), bile duct ligation (BDL), and liver resection (LR) are four types of commonly used mouse models of acute liver injury. However, these four models belong to different types of liver cell damage while their application situations are often confounded. In addition, the systematic changes of multiple extra-liver organs after acute liver injury and the crosstalk between liver and extra-liver organs remain unclear. Here, we aim to map the morphological, metabolomic and transcriptomic changes systematically after acute liver injury and search for the potential crosstalk between the liver and the extra-liver organs. Significant changes of transcriptome were observed in multiple extra-liver organs after different types of acute liver injury despite dramatic morphological damage only occurred in lung tissues of the ConA/BDL models and spleen tissues in the ConA model. Liver transcriptomic changes initiated the serum metabolomic alterations which correlated to transcriptomic variation in lung, kidney, and brain tissues of BDL and LR models. The potential crosstalk might lead to pulmonary damage and development of hepatorenal syndrome (HRS) and hepatic encephalopathy (HE) during liver injury. Serum derived from acute liver injury mice damaged alveolar epithelial cells and human podocytes in vitro. Our data indicated that different types of acute liver injury led to different transcriptomic changes within extra-liver organs. Integration of serum metabolomics and transcriptomics from multiple tissues can improve our understanding of acute liver injury and its effect on the other organs.
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Affiliation(s)
- Yufan Zheng
- Department of Physiology and Pathophysiology, State Key Laboratory of Medical Neurobiology, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Baiping Cui
- Department of Physiology and Pathophysiology, State Key Laboratory of Medical Neurobiology, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Wenrui Sun
- Department of Physiology and Pathophysiology, State Key Laboratory of Medical Neurobiology, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Sining Wang
- Department of Pathology, School of Basic Medical Sciences, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China
| | - Xu Huang
- Department of Physiology and Pathophysiology, State Key Laboratory of Medical Neurobiology, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Han Gao
- Department of Physiology and Pathophysiology, State Key Laboratory of Medical Neurobiology, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Fei Gao
- Department of Physiology and Pathophysiology, State Key Laboratory of Medical Neurobiology, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Qian Cheng
- Department of Physiology and Pathophysiology, State Key Laboratory of Medical Neurobiology, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Limin Lu
- Department of Physiology and Pathophysiology, State Key Laboratory of Medical Neurobiology, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Yanpeng An
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Metabolomics and Systems Biology Laboratory, Human Phenome Institute, Fudan University, Shanghai 200433, China
| | - Xiaobo Li
- Department of Physiology and Pathophysiology, State Key Laboratory of Medical Neurobiology, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Ning Sun
- Department of Physiology and Pathophysiology, State Key Laboratory of Medical Neurobiology, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China.,Department of Cardiology, Huashan Hospital, Fudan University, Shanghai 200032, China.,Department of Internal Medicine, Huashan Hospital West Campus, Fudan University, Shanghai 200032, China.,Shanghai Key Laboratory of Clinical Geriatric Medicine, Fudan University, Shanghai 200032, China
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24
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Huang M, Zeki J, Sumarsono N, Coles GL, Taylor JS, Danzer E, Bruzoni M, Hazard FK, Lacayo NJ, Sakamoto KM, Dunn JCY, Spunt SL, Chiu B. Epigenetic Targeting of TERT-Associated Gene Expression Signature in Human Neuroblastoma with TERT Overexpression. Cancer Res 2020; 80:1024-1035. [PMID: 31900258 DOI: 10.1158/0008-5472.can-19-2560] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 11/11/2019] [Accepted: 12/30/2019] [Indexed: 12/18/2022]
Abstract
Neuroblastoma is a deadly pediatric solid tumor with infrequent recurrent somatic mutations. Particularly, the pathophysiology of tumors without MYCN amplification remains poorly defined. Utilizing an unbiased approach, we performed gene set enrichment analysis of RNA-sequencing data from 498 patients with neuroblastoma and revealed a differentially overexpressed gene signature in MYCN nonamplified neuroblastomas with telomerase reverse transcriptase (TERT) gene overexpression and coordinated activation of oncogenic signaling pathways, including E2Fs, Wnt, Myc, and the DNA repair pathway. Promoter rearrangement of the TERT gene juxtaposes the coding sequence to strong enhancer elements, leading to TERT overexpression and poor prognosis in neuroblastoma, but TERT-associated oncogenic signaling remains unclear. ChIP-seq analysis of the human CLB-GA neuroblastoma cells harboring TERT rearrangement uncovered genome-wide chromatin co-occupancy of Brd4 and H3K27Ac and robust enrichment of H3K36me3 in TERT and multiple TERT-associated genes. Brd4 and cyclin-dependent kinases (CDK) had critical regulatory roles in the expression and chromatin activation of TERT and multiple TERT-associated genes. Epigenetically targeting Brd4 or CDKs with their respective inhibitors suppressed the expression of TERT and multiple TERT-associated genes in neuroblastoma with TERT overexpression or MYCN amplification. ChIP-seq and ChIP-qPCR provided evidence that the CDK inhibitor directly inhibited Brd4 recruitment to activate chromatin globally. Therefore, inhibiting Brd4 and CDK concurrently with AZD5153 and dinaciclib would be most effective in tumor growth suppression, which we demonstrated in neuroblastoma cell lines, primary human cells, and xenografts. In summary, we describe a unique mechanism in neuroblastoma with TERT overexpression and an epigenetically targeted novel therapeutic strategy. SIGNIFICANCE: Epigenetically cotargeting Brd4 and Cdks suppresses human neuroblastoma with TERT overexpression by inhibiting the TERT-associated gene expression networks.
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Affiliation(s)
- Min Huang
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Jasmine Zeki
- Department of Surgery, Stanford University School of Medicine, Stanford, California
| | - Nathan Sumarsono
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Garry L Coles
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Jordan S Taylor
- Department of Surgery, Stanford University School of Medicine, Stanford, California
| | - Enrico Danzer
- Department of Surgery, Stanford University School of Medicine, Stanford, California
| | - Matias Bruzoni
- Department of Surgery, Stanford University School of Medicine, Stanford, California
| | - Florette K Hazard
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Norman J Lacayo
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Kathleen M Sakamoto
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - James C Y Dunn
- Department of Surgery, Stanford University School of Medicine, Stanford, California
| | - Sheri L Spunt
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Bill Chiu
- Department of Surgery, Stanford University School of Medicine, Stanford, California.
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25
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Zhou Z, Li Y, Hao H, Wang Y, Zhou Z, Wang Z, Chu X. Screening Hub Genes as Prognostic Biomarkers of Hepatocellular Carcinoma by Bioinformatics Analysis. Cell Transplant 2019; 28:76S-86S. [PMID: 31822116 PMCID: PMC7016461 DOI: 10.1177/0963689719893950] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a widespread, common type of cancer in Asian countries, and the need for biomarker-matched molecularly targeted therapy for HCC has been increasingly recognized. However, the effective treatment for HCC is unclear. Therefore, identifying additional hub genes and pathways as novel prognostic biomarkers for HCC is necessary. In this study, the expression profiles of GSE121248, GSE45267 and GSE84402 were obtained from the Gene Expression Omnibus (GEO), including 132 HCC and 90 noncancerous liver tissues. Differentially expressed genes (DEGs) between HCC and noncancerous samples were identified by GEO2 R and Venn diagrams. In total, 109 DEGs were identified in these datasets, including 24 upregulated genes and 85 downregulated genes. Subsequently, Gene Ontology (GO) enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) preliminary analyses of the DEGs were performed using DAVID. The protein-protein interaction (PPI) network of the DEGs was constructed with the Search Tool for the Retrieval of Interacting Genes (STRING) and visualized in Cytoscape. Module analysis of the PPI network was performed using MCODE to get hub genes. Moreover, the influence of the hub genes on overall survival was determined with Kaplan-Meier plotter. All hub genes were analyzed by Gene Expression Profiling Interactive Analysis (GEPIA) and KEGG. Overall, the hub genes DTL, CDK1, CCNB1, RACGAP1, ECT2, NEK2, BUB1B, PBK, TOP2A, ASPM, HMMR, RRM2, CDKN3, PRC1, and ANLN were upregulated in HCC, and the survival rate was lower for HCC with increased expression of these hub genes. CCNB1, CDK1, and RRM2 were enriched in the p53 signaling pathway, and CCNB1, CDK1, and BUB1B were enriched in the cell cycle. In brief, we screened 15 hub genes and pathways to identify potential prognostic markers for HCC treatment. However, the specific occurrence and development of HCC with expression of the hub genes should be verified in vivo and in vitro.
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Affiliation(s)
- Zengyuan Zhou
- Department of Nutrition and Food Hygiene, Public Health College, Harbin Medical University, Harbin, China.,* Both the authors contributed equally to this article
| | - Yuzheng Li
- Department of Nutrition and Food Hygiene, Public Health College, Harbin Medical University, Harbin, China.,* Both the authors contributed equally to this article
| | - Haiyue Hao
- Department of Medical Oncology, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yuanyuan Wang
- Department of Nutrition and Food Hygiene, Public Health College, Harbin Medical University, Harbin, China
| | - Zihao Zhou
- Department of Nutrition and Food Hygiene, Public Health College, Harbin Medical University, Harbin, China
| | - Zhipeng Wang
- Department of Medical Oncology, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xia Chu
- Department of Nutrition and Food Hygiene, Public Health College, Harbin Medical University, Harbin, China
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Nichols JA, Perego MC, Schütz LF, Hemple AM, Spicer LJ. Hormonal regulation of vascular endothelial growth factor A (VEGFA) gene expression in granulosa and theca cells of cattle1. J Anim Sci 2019; 97:3034-3045. [PMID: 31077271 DOI: 10.1093/jas/skz164] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 05/10/2019] [Indexed: 12/13/2022] Open
Abstract
Vascular endothelial growth factor A (VEGFA) stimulates angiogenesis and is associated with increased vascularity in ovarian follicles of cattle. The objectives of this study were to investigate the developmental and hormonal regulation of VEGFA expression in ovarian granulosa and theca cells (TC) of cattle. Bovine ovaries were collected from a local slaughterhouse and granulosa cells (GC) and TC were collected from small (SM; 1 to 5 mm) and large (LG; 8 to 20 mm) follicles. Cells were collected fresh or cultured in serum-free medium and treated with various factors that regulate angiogenesis and follicular development. RNA was collected for analysis of VEGFA mRNA abundance via quantitative PCR. In SM-follicle GC (SMGC), prostaglandin E2 (PGE2) and FSH decreased (P < 0.05) VEGFA mRNA abundance by 30 to 46%, whereas in LG-follicle GC (LGGC), PGE2 and FSH were without effect (P > 0.10). In SMGC, dihydrotestosterone (DHT), sonic hedgehog (SHH), and growth differentiation factor-9 (GDF9) decreased (P < 0.05) VEGFA expression by 30 to 40%. Fibroblast growth factor-9 (FGF9) and estradiol (E2) were without effect (P > 0.10) on VEGFA mRNA in both SMGC and LGGC, whereas progesterone increased (P < 0.05) VEGFA mRNA in LGGC but had no effect in LGTC. Bone morphogenetic protein-4 (BMP4), LH, and FGF9 increased (P < 0.05) abundance of VEGFA mRNA by 1.5- to 1.9-fold in LGTC. Insulin-like growth factor-1 (IGF1) was without effect (P > 0.10) on VEGFA mRNA in both TC and GC. An E2F transcription factor inhibitor, HLM0064741 (E2Fi), dramatically (i.e., 8- to 13-fold) stimulated (P < 0.01) the expression of VEGFA mRNA expression in both SMGC and LGTC. Abundance of VEGFA mRNA was greater (P < 0.05) in LGGC and SMGC than in LGTC. Also, SMTC had greater (P < 0.05) abundance of VEGFA mRNA than LGTC. In conclusion, VEGFA mRNA abundance was greater in GC than TC, and VEGFA expression decreased in TC during follicle development. Some treatments either suppressed, stimulated, or had no effect on VEGFA expression depending on the cell type. The inhibition of E2F transcription factors had the greatest stimulatory effect of all treatments evaluated, and thus, E2Fs may play an important role in regulating angiogenesis during follicle growth in cattle.
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Affiliation(s)
- Jacqueline A Nichols
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK, 74078
| | - Maria Chiara Perego
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK, 74078
| | - Luis F Schütz
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK, 74078
| | - Amber M Hemple
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK, 74078
| | - Leon J Spicer
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK, 74078
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Yong Y, Zhang R, Liu Z, Wei D, Shang Y, Wu J, Zhang Z, Li C, Chen Z, Bian H. Gamma‐secretase complex‐dependent intramembrane proteolysis of CD147 regulates the Notch1 signaling pathway in hepatocellular carcinoma. J Pathol 2019; 249:255-267. [DOI: 10.1002/path.5316] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Revised: 05/30/2019] [Accepted: 06/16/2019] [Indexed: 12/24/2022]
Affiliation(s)
- Yu‐Le Yong
- National Translational Science Center for Molecular Medicine, Department of Cell BiologyFourth Military Medical University Xi'an PR China
| | - Ren‐Yu Zhang
- National Translational Science Center for Molecular Medicine, Department of Cell BiologyFourth Military Medical University Xi'an PR China
| | - Ze‐Kun Liu
- National Translational Science Center for Molecular Medicine, Department of Cell BiologyFourth Military Medical University Xi'an PR China
| | - Ding Wei
- National Translational Science Center for Molecular Medicine, Department of Cell BiologyFourth Military Medical University Xi'an PR China
| | - Yu‐Kui Shang
- National Translational Science Center for Molecular Medicine, Department of Cell BiologyFourth Military Medical University Xi'an PR China
| | - Jiao Wu
- National Translational Science Center for Molecular Medicine, Department of Cell BiologyFourth Military Medical University Xi'an PR China
| | - Zhi‐Yun Zhang
- National Translational Science Center for Molecular Medicine, Department of Cell BiologyFourth Military Medical University Xi'an PR China
| | - Can Li
- National Translational Science Center for Molecular Medicine, Department of Cell BiologyFourth Military Medical University Xi'an PR China
| | - Zhi‐Nan Chen
- National Translational Science Center for Molecular Medicine, Department of Cell BiologyFourth Military Medical University Xi'an PR China
| | - Huijie Bian
- National Translational Science Center for Molecular Medicine, Department of Cell BiologyFourth Military Medical University Xi'an PR China
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28
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Yang AP, Liu LG, Chen MM, Liu F, You H, Liu L, Yang H, Xun Y, Liu J, Wang RX, Brand DD, Liu D, Zheng SG, Li WX. Integrated analysis of 10 lymphoma datasets identifies E2F8 as a key regulator in Burkitt's lymphoma and mantle cell lymphoma. Am J Transl Res 2019; 11:4382-4396. [PMID: 31396343 PMCID: PMC6684893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2019] [Accepted: 06/18/2019] [Indexed: 06/10/2023]
Abstract
Burkitt's lymphoma (BURK), diffuse large B-cell lymphoma (DLBCL) and mantle cell lymphoma (MCL) are three main types of B-cell lymphomas. This study aimed to compare the differences of affected biological functions and pathways, as well as to explore the possible regulatory mechanisms and the potential therapeutic targets in BURK, DLBCL and MCL. We performed an integrated analysis of 10 lymphoma datasets including 352 BURK patients, 880 DLBCL patients, 216 MCL patients, and 33 controls. Our results showed that signaling pathways, amino acid metabolism and several lipid metabolism pathways varies considerably among these three types of lymphoma. Furthermore, we identified several key transcription factors (TFs) and their target genes that may promote these diseases by influencing multiple carcinogenic pathways. Among these TFs, we reported first that E2F8 displayed the most significant effects in BURK and MCL. Our results demonstrate that over-expression of E2F8 activates target genes that may promote cell cycle, mitosis, immune and other cancer related functions in BURK and MCL. Therefore, we suggest that E2F8 could be used as a biomarker and potential therapeutic target for BURK and MCL. These findings would be helpful in the study of pathogenesis, and drug discovery and also in the prognosis of B cell lymphomas.
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Affiliation(s)
- An-Ping Yang
- School of Stomatology and Medicine, Foshan UniversityFoshan 528000, Guangdong, China
| | - Leyna G Liu
- Portola High School1001 Cadence, Irvine 92618, CA, USA
| | - Min-Min Chen
- School of Stomatology and Medicine, Foshan UniversityFoshan 528000, Guangdong, China
| | - Fang Liu
- School of Stomatology and Medicine, Foshan UniversityFoshan 528000, Guangdong, China
| | - Hua You
- Affiliated Cancer Hospital and Institute of Guangzhou Medical UniversityGuangzhou 510095, Guangdong, China
| | - Lian Liu
- School of Stomatology and Medicine, Foshan UniversityFoshan 528000, Guangdong, China
| | - Hua Yang
- School of Stomatology and Medicine, Foshan UniversityFoshan 528000, Guangdong, China
| | - Yang Xun
- School of Stomatology and Medicine, Foshan UniversityFoshan 528000, Guangdong, China
| | - Jing Liu
- School of Stomatology and Medicine, Foshan UniversityFoshan 528000, Guangdong, China
| | - Rui-Xue Wang
- School of Stomatology and Medicine, Foshan UniversityFoshan 528000, Guangdong, China
| | - David D Brand
- Research Service, Memphis VA Medical CenterMemphis 38104, TN, USA
| | - Dahai Liu
- School of Stomatology and Medicine, Foshan UniversityFoshan 528000, Guangdong, China
| | - Song Guo Zheng
- Department of Internal Medicine, Ohio State University College of Medicine and Wexner Medical CenterColumbus 43210, USA
| | - Wen-Xing Li
- Key Laboratory of Animal Models and Human Disease Mechanisms, Kunming Institute of Zoology, Chinese Academy of SciencesKunming 650223, Yunnan, China
- Kunming College of Life Science, University of Chinese Academy of SciencesKunming 650204, Yunnan, China
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Yin Q, Wu M, Liu Q, Lv H, Jiang R. DeepHistone: a deep learning approach to predicting histone modifications. BMC Genomics 2019; 20:193. [PMID: 30967126 PMCID: PMC6456942 DOI: 10.1186/s12864-019-5489-4] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
MOTIVATION Quantitative detection of histone modifications has emerged in the recent years as a major means for understanding such biological processes as chromosome packaging, transcriptional activation, and DNA damage. However, high-throughput experimental techniques such as ChIP-seq are usually expensive and time-consuming, prohibiting the establishment of a histone modification landscape for hundreds of cell types across dozens of histone markers. These disadvantages have been appealing for computational methods to complement experimental approaches towards large-scale analysis of histone modifications. RESULTS We proposed a deep learning framework to integrate sequence information and chromatin accessibility data for the accurate prediction of modification sites specific to different histone markers. Our method, named DeepHistone, outperformed several baseline methods in a series of comprehensive validation experiments, not only within an epigenome but also across epigenomes. Besides, sequence signatures automatically extracted by our method was consistent with known transcription factor binding sites, thereby giving insights into regulatory signatures of histone modifications. As an application, our method was shown to be able to distinguish functional single nucleotide polymorphisms from their nearby genetic variants, thereby having the potential to be used for exploring functional implications of putative disease-associated genetic variants. CONCLUSIONS DeepHistone demonstrated the possibility of using a deep learning framework to integrate DNA sequence and experimental data for predicting epigenomic signals. With the state-of-the-art performance, DeepHistone was expected to shed light on a variety of epigenomic studies. DeepHistone is freely available in https://github.com/QijinYin/DeepHistone .
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Affiliation(s)
- Qijin Yin
- MOE Key Laboratory of Bioinformatics; Bioinformatics Division, Beijing National Laboratory for Information Science and Technology, Tsinghua University, Beijing, 100084, China
| | - Mengmeng Wu
- MOE Key Laboratory of Bioinformatics; Bioinformatics Division, Beijing National Laboratory for Information Science and Technology, Tsinghua University, Beijing, 100084, China
| | - Qiao Liu
- MOE Key Laboratory of Bioinformatics; Bioinformatics Division, Beijing National Laboratory for Information Science and Technology, Tsinghua University, Beijing, 100084, China
| | - Hairong Lv
- MOE Key Laboratory of Bioinformatics; Bioinformatics Division, Beijing National Laboratory for Information Science and Technology, Tsinghua University, Beijing, 100084, China.
| | - Rui Jiang
- MOE Key Laboratory of Bioinformatics; Bioinformatics Division, Beijing National Laboratory for Information Science and Technology, Tsinghua University, Beijing, 100084, China.
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Zhou Q, Zhang F, He Z, Zuo MZ. E2F2/5/8 Serve as Potential Prognostic Biomarkers and Targets for Human Ovarian Cancer. Front Oncol 2019; 9:161. [PMID: 30967995 PMCID: PMC6439355 DOI: 10.3389/fonc.2019.00161] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Accepted: 02/25/2019] [Indexed: 12/21/2022] Open
Abstract
E2Fs are a family of pivotal transcription factors. Accumulative evidence indicates that aberrant expression or activation of E2Fs is a common phenomenon in malignances, and significant associations have been noted between E2Fs and tumorigenesis or progression in a wide range of cancers. However, the expression patterns and exact roles of each E2F contributing to tumorigenesis and progression of ovarian cancer (OC) have not yet been elucidated. In this study, we investigated the distinct expression and prognostic value of E2Fs in patients with OC by analyzing a series of databases, including ONCOMINE, GEPIA, cBioPortal, Metascape, and Kaplan–Meier plotter. The mRNA expression levels of E2F1/3/5/8 were found to be significantly upregulated in patients with OC and were obviously associated with tumor stage for OC. Aberrant expression of E2F2/5/7/8 was found to be associated with the clinical outcomes of patients with OC. These results suggest that E2F2/5/8 might serve as potential prognostic biomarkers and targets for OC. However, future studies are required to validate our findings and promote the clinical utility of E2Fs in OC.
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Affiliation(s)
- Quan Zhou
- Department of Gynecology and Obstetrics, The People's Hospital of China Three Gorges University/The First People's Hospital of Yichang, Yichang, China
| | - Fan Zhang
- Department of Gynecology and Obstetrics, The People's Hospital of China Three Gorges University/The First People's Hospital of Yichang, Yichang, China
| | - Ze He
- Department of Gynecology and Obstetrics, The People's Hospital of China Three Gorges University/The First People's Hospital of Yichang, Yichang, China
| | - Man-Zhen Zuo
- Department of Gynecology and Obstetrics, The People's Hospital of China Three Gorges University/The First People's Hospital of Yichang, Yichang, China
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31
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Gene set enrichment analysis of the bronchial epithelium implicates contribution of cell cycle and tissue repair processes in equine asthma. Sci Rep 2018; 8:16408. [PMID: 30401798 PMCID: PMC6219531 DOI: 10.1038/s41598-018-34636-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Accepted: 10/23/2018] [Indexed: 12/14/2022] Open
Abstract
Severe equine asthma is a chronic inflammatory condition of the lower airways similar to adult-onset asthma in humans. Exacerbations are characterized by bronchial and bronchiolar neutrophilic inflammation, mucus hypersecretion and airway constriction. In this study we analyzed the gene expression response of the bronchial epithelium within groups of asthmatic and non-asthmatic animals following exposure to a dusty hay challenge. After challenge we identified 2341 and 120 differentially expressed genes in asthmatic and non-asthmatic horses, respectively. Gene set enrichment analysis of changes in gene expression after challenge identified 587 and 171 significantly enriched gene sets in asthmatic and non-asthmatic horses, respectively. Gene sets in asthmatic animals pertained, but were not limited, to cell cycle, neutrophil migration and chemotaxis, wound healing, hemostasis, coagulation, regulation of body fluid levels, and the hedgehog pathway. Furthermore, transcription factor target enrichment analysis in the asthmatic group showed that transcription factor motifs with the highest enrichment scores for up-regulated genes belonged to the E2F transcription factor family. It is postulated that engagement of hedgehog and E2F pathways in asthmatic horses promotes dysregulated cell proliferation and abnormal epithelial repair. These fundamental lesions may prevent re-establishment of homeostasis and perpetuate inflammation.
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32
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Sun HJ, Cai WW, Gong LL, Wang X, Zhu XX, Wan MY, Wang PY, Qiu LY. FGF-2-mediated FGFR1 signaling in human microvascular endothelial cells is activated by vaccarin to promote angiogenesis. Biomed Pharmacother 2017; 95:144-152. [DOI: 10.1016/j.biopha.2017.08.059] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 08/06/2017] [Accepted: 08/11/2017] [Indexed: 12/11/2022] Open
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