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Huang Y, Liu Y, Pu M, Zhang Y, Cao Q, Li S, Wei Y, Hou L. SOX2 interacts with hnRNPK to modulate alternative splicing in mouse embryonic stem cells. Cell Biosci 2024; 14:102. [PMID: 39160617 PMCID: PMC11331657 DOI: 10.1186/s13578-024-01284-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 08/07/2024] [Indexed: 08/21/2024] Open
Abstract
BACKGROUND SOX2 is a determinant transcription factor that governs the balance between stemness and differentiation by influencing transcription and splicing programs. The role of SOX2 is intricately shaped by its interactions with specific partners. In the interactome of SOX2 in mouse embryonic stem cells (mESCs), there is a cohort of heterogeneous nuclear ribonucleoproteins (hnRNPs) that contributes to multiple facets of gene expression regulation. However, the cross-talk between hnRNPs and SOX2 in gene expression regulation remains unclear. RESULTS Here we demonstrate the indispensable role of the co-existence of SOX2 and heterogeneous nuclear ribonucleoprotein K (hnRNPK) in the maintenance of pluripotency in mESCs. While hnRNPK directly interacts with the SOX2-HMG DNA-binding domain and induces the collapse of the transcriptional repressor 7SK small nuclear ribonucleoprotein (7SK snRNP), hnRNPK does not influence SOX2-mediated transcription, either by modulating the interaction between SOX2 and its target cis-regulatory elements or by facilitating transcription elongation as indicated by the RNA-seq analysis. Notably, hnRNPK enhances the interaction of SOX2 with target pre-mRNAs and collaborates with SOX2 in regulating the alternative splicing of a subset of pluripotency genes. CONCLUSIONS These data reveal that SOX2 and hnRNPK have a direct protein-protein interaction, and shed light on the molecular mechanisms by which hnRNPK collaborates with SOX2 in alternative splicing in mESCs.
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Affiliation(s)
- Yanlan Huang
- School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, People's Republic of China
| | - Yuxuan Liu
- School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, People's Republic of China
| | - Mingyi Pu
- School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, People's Republic of China
| | - Yuli Zhang
- School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, People's Republic of China
| | - Qiang Cao
- School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, People's Republic of China
| | - Senru Li
- School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, People's Republic of China
| | - Yuanjie Wei
- Helmholtz Centre for Infection Research (HZI), Helmholtz Institute for RNA-Based Infection Research (HIRI), Würzburg, Germany.
| | - Linlin Hou
- School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, People's Republic of China.
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2
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Netherton JK, Ogle RA, Robinson BR, Molloy M, Krisp C, Velkov T, Casagranda F, Dominado N, Silva Balbin Villaverde AI, Zhang XD, Hime GR, Baker MA. The role of HnrnpF/H as a driver of oligoteratozoospermia. iScience 2024; 27:110198. [PMID: 39092172 PMCID: PMC11292545 DOI: 10.1016/j.isci.2024.110198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 02/20/2024] [Accepted: 06/03/2024] [Indexed: 08/04/2024] Open
Abstract
Male subfertility or infertility is a common condition often characterized by men producing a low number of sperm with poor quality. To gain insight into this condition, we performed a quantitative proteomic analysis of semen samples obtained from infertile and fertile men. At least 6 proteins showed significant differences in regulation of alternatively spliced isoforms. To investigate this link between aberrant alternative splicing and production of poor-quality spermatozoa, we overexpressed the hnrnpH/F-orthologue Glorund (Glo) in Drosophila, which was also found to be abundant in poor quality human sperm. Transgenic animals produced low numbers of morphologically defective spermatozoa and aberrant formation of the "dense body," an organelle akin to the mammalian manchette. Furthermore, fertility trials demonstrated that transgenic flies were either completely infertile or highly subfertile. These findings suggest that dysregulation of hnrnpH/F is likely to result in the production of low-quality semen, leading to subfertility or infertility in men.
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Affiliation(s)
- Jacob K. Netherton
- School of Biomedical Sciences and Pharmacy, Faculty of Medicine and Health, University of Newcastle, Callaghan, NSW 2308, Australia
| | - Rachel A. Ogle
- School of Biomedical Sciences and Pharmacy, Faculty of Medicine and Health, University of Newcastle, Callaghan, NSW 2308, Australia
| | - Benjamin R. Robinson
- School of Biomedical Sciences and Pharmacy, Faculty of Medicine and Health, University of Newcastle, Callaghan, NSW 2308, Australia
| | - Mark Molloy
- Australian Proteome Analysis Facility, Department of Biomolecular Sciences, Macquarie University, NSW 2109 Australia
| | - Christoph Krisp
- Australian Proteome Analysis Facility, Department of Biomolecular Sciences, Macquarie University, NSW 2109 Australia
| | - Tony Velkov
- Biomedicine Discovery Institute, Infection & Immunity Program and Department of Microbiology, Monash University, Clayton, VIC 3168, Australia
| | - Franca Casagranda
- Department of Anatomy and Physiology, University of Melbourne, Parkville, VIC 3010, Australia
| | - Nicole Dominado
- Department of Anatomy and Physiology, University of Melbourne, Parkville, VIC 3010, Australia
| | | | - Xu Dong Zhang
- School of Biomedical Sciences and Pharmacy, Faculty of Medicine and Health, University of Newcastle, Callaghan, NSW 2308, Australia
| | - Gary R. Hime
- Department of Anatomy and Physiology, University of Melbourne, Parkville, VIC 3010, Australia
| | - Mark A. Baker
- School of Biomedical Sciences and Pharmacy, Faculty of Medicine and Health, University of Newcastle, Callaghan, NSW 2308, Australia
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3
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Liu D, Yu H, Xue N, Bao H, Gao Q, Tian Y. Alternative splicing patterns of hnrnp genes in gill tissues of rainbow trout (Oncorhynchus mykiss) during salinity changes. Comp Biochem Physiol B Biochem Mol Biol 2024; 271:110948. [PMID: 38281704 DOI: 10.1016/j.cbpb.2024.110948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 01/25/2024] [Accepted: 01/25/2024] [Indexed: 01/30/2024]
Abstract
Alternative splicing (AS) plays an important role in various physiological processes in eukaryotes, such as the stress response. However, patterns of AS events remain largely unexplored during salinity acclimation in fishes. In this study, we conducted AS analysis using RNA-seq datasets to explore splicing patterns in the gill tissues of rainbow trout exposed to altered salinity environments, ranging from 0 ‰ (T0) to 30 ‰ (T30). The results revealed 1441, 351, 483, 1051 and 1049 differentially alternatively spliced (DAS) events in 5 pairwise comparisons, including T6 vs. T0, T12 vs. T0, T18 vs. T0, T24 vs. T0, and T30 vs. T0, respectively. These DAS events were derived from 1290, 328, 444, 963 and 948 genes. Enrichment analysis indicated that these DAS genes were related to RNA splicing and processing. Among these, 14 DAS genes were identified as members of the large heterogeneous nuclear RNP (hnRNP) gene family. Alternative 3' splice site (A3SS), exon skipping (SE) and intron retention (RI) events resulted in the fragmentation or even loss of the functional RNA recognition motif (RRM) domains in hnrnpa0, hnrnp1a, hnrnp1b and hnrnpc genes. The incomplete RRM domains would hinder the interactions between hnRNP genes and pre-mRNAs. It would in turn influence the splicing patterns and mRNA stability of downstream target genes in response to salinity changes. The study provides insights into salinity acclimation in gill tissues of rainbow trout and serves as a significant reference on the osmoregulation mechanisms at post-transcription regulation levels in fish.
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Affiliation(s)
- Dazhi Liu
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, Shandong Province, China
| | - Han Yu
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, Shandong Province, China
| | - Na Xue
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, Shandong Province, China
| | - Hancheng Bao
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, Shandong Province, China
| | - Qinfeng Gao
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, Shandong Province, China.
| | - Yuan Tian
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, Shandong Province, China.
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Liu L, Manley JL. Non-canonical isoforms of the mRNA polyadenylation factor WDR33 regulate STING-mediated immune responses. Cell Rep 2024; 43:113886. [PMID: 38430516 PMCID: PMC11019558 DOI: 10.1016/j.celrep.2024.113886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 01/31/2024] [Accepted: 02/14/2024] [Indexed: 03/04/2024] Open
Abstract
The human WDR33 gene encodes three major isoforms. The canonical isoform WDR33v1 (V1) is a well-characterized nuclear mRNA polyadenylation factor, while the other two, WDR33v2 (V2) and WDR33v3 (V3), have not been studied. Here, we report that V2 and V3 are generated by alternative polyadenylation, and neither protein contains all seven WD (tryptophan-aspartic acid) repeats that characterize V1. Surprisingly, V2 and V3 are not polyadenylation factors but localize to the endoplasmic reticulum and interact with stimulator of interferon genes (STING), the immune factor that induces the cellular response to cytosolic double-stranded DNA. V2 suppresses interferon-β induction by preventing STING disulfide oligomerization but promotes autophagy, likely by recruiting WIPI2 isoforms. V3, on the other hand, functions to increase STING protein levels. Our study has not only provided mechanistic insights into STING regulation but also revealed that protein isoforms can be functionally completely unrelated, indicating that alternative mRNA processing is a more powerful mechanism than previously appreciated.
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Affiliation(s)
- Lizhi Liu
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA
| | - James L Manley
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA.
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5
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Tao Y, Zhang Q, Wang H, Yang X, Mu H. Alternative splicing and related RNA binding proteins in human health and disease. Signal Transduct Target Ther 2024; 9:26. [PMID: 38302461 PMCID: PMC10835012 DOI: 10.1038/s41392-024-01734-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 12/18/2023] [Accepted: 12/27/2023] [Indexed: 02/03/2024] Open
Abstract
Alternative splicing (AS) serves as a pivotal mechanism in transcriptional regulation, engendering transcript diversity, and modifications in protein structure and functionality. Across varying tissues, developmental stages, or under specific conditions, AS gives rise to distinct splice isoforms. This implies that these isoforms possess unique temporal and spatial roles, thereby associating AS with standard biological activities and diseases. Among these, AS-related RNA-binding proteins (RBPs) play an instrumental role in regulating alternative splicing events. Under physiological conditions, the diversity of proteins mediated by AS influences the structure, function, interaction, and localization of proteins, thereby participating in the differentiation and development of an array of tissues and organs. Under pathological conditions, alterations in AS are linked with various diseases, particularly cancer. These changes can lead to modifications in gene splicing patterns, culminating in changes or loss of protein functionality. For instance, in cancer, abnormalities in AS and RBPs may result in aberrant expression of cancer-associated genes, thereby promoting the onset and progression of tumors. AS and RBPs are also associated with numerous neurodegenerative diseases and autoimmune diseases. Consequently, the study of AS across different tissues holds significant value. This review provides a detailed account of the recent advancements in the study of alternative splicing and AS-related RNA-binding proteins in tissue development and diseases, which aids in deepening the understanding of gene expression complexity and offers new insights and methodologies for precision medicine.
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Affiliation(s)
- Yining Tao
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 200000, Shanghai, China
- Shanghai Bone Tumor Institution, 200000, Shanghai, China
| | - Qi Zhang
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, 200000, Shanghai, China
| | - Haoyu Wang
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 200000, Shanghai, China
- Shanghai Bone Tumor Institution, 200000, Shanghai, China
| | - Xiyu Yang
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 200000, Shanghai, China
- Shanghai Bone Tumor Institution, 200000, Shanghai, China
| | - Haoran Mu
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 200000, Shanghai, China.
- Shanghai Bone Tumor Institution, 200000, Shanghai, China.
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6
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Miyazaki M, Miyazaki K. The Function of E2A in B-Cell Development. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1459:97-113. [PMID: 39017841 DOI: 10.1007/978-3-031-62731-6_5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/18/2024]
Abstract
Helix-loop-helix (HLH) transcription factors (TFs) play a key role in various cellular differentiation and function through the regulation of enhancer activity. E2A, a member of the mammalian E-protein family (class I HLH protein), is well known to play an important role in hematopoiesis, especially in adaptive lymphocyte development. E2A instructs B- and T-cell lineage development through the regulation of enhancer activity for B- or T-cell signature gene expression, including Rag1 and Rag2 (Rag1/2) genes. In this chapter, we mainly focus on the function of E2A in B-cell development and on the roles of E2A in establishing the enhancer landscape through the recruitment of EP300/KAT3B, chromatin remodeling complex, mediator, cohesion, and TET proteins. Finally, we demonstrate how E2A orchestrates the assembly of the Rag1/2 gene super-enhancer (SE) formation by changing the chromatin conformation across the Rag gene locus.
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Affiliation(s)
- Masaki Miyazaki
- Laboratory of Immunology, Institute for Life and Medical Sciences, Kyoto University, Kyoto, Japan.
| | - Kazuko Miyazaki
- Laboratory of Immunology, Institute for Life and Medical Sciences, Kyoto University, Kyoto, Japan
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7
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Meyers NL, Ashuach T, Lyons DE, Khalid MM, Simoneau CR, Erickson AL, Bouhaddou M, Nguyen TT, Kumar GR, Taha TY, Natarajan V, Baron JL, Neff N, Zanini F, Mahmoudi T, Quake SR, Krogan NJ, Cooper S, McDevitt TC, Yosef N, Ott M. Hepatitis C virus infects and perturbs liver stem cells. mBio 2023; 14:e0131823. [PMID: 37938000 PMCID: PMC10746249 DOI: 10.1128/mbio.01318-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 06/20/2023] [Indexed: 11/09/2023] Open
Abstract
IMPORTANCE The hepatitis C virus (HCV) causes liver disease, affecting millions. Even though we have effective antivirals that cure HCV, they cannot stop terminal liver disease. We used an adult stem cell-derived liver organoid system to understand how HCV infection leads to the progression of terminal liver disease. Here, we show that HCV maintains low-grade infections in liver organoids for the first time. HCV infection in liver organoids leads to transcriptional reprogramming causing cancer cell development and altered immune response. Our finding shows how HCV infection in liver organoids mimics HCV infection and patient pathogenesis. These results reveal that HCV infection in liver organoids contributes to liver disease progression.
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Affiliation(s)
| | - Tal Ashuach
- Department of Electrical Engineering and Computer Science and Center for Computational Biology, University of California Berkeley, Berkeley, California, USA
| | | | - Mir M. Khalid
- Gladstone Institute of Virology, San Francisco, California, USA
| | | | - Ann L. Erickson
- California Pacific Medical Center Research Institute, San Francisco, California, USA
| | - Mehdi Bouhaddou
- Cellular and Molecular Pharmacology, University of California, San Francisco, California, USA
- Gladstone Institute of Data Science and Biotechnology, San Francisco, California, USA
- Quantitative Biosciences Institute, University of California, San Francisco, California, USA
| | - Thong T. Nguyen
- Gladstone Institute of Virology, San Francisco, California, USA
| | - G. Renuka Kumar
- Gladstone Institute of Virology, San Francisco, California, USA
| | - Taha Y. Taha
- Gladstone Institute of Virology, San Francisco, California, USA
| | - Vaishaali Natarajan
- Gladstone Institute of Cardiovascular Disease, San Francisco, California, USA
| | - Jody L. Baron
- Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Norma Neff
- Chan Zuckerburg Biohub, San Francisco, California, USA
| | - Fabio Zanini
- Department of Bioengineering, Stanford University, Stanford, California, USA
| | - Tokameh Mahmoudi
- Department of Biochemistry, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Stephen R. Quake
- Chan Zuckerburg Biohub, San Francisco, California, USA
- Department of Bioengineering, Stanford University, Stanford, California, USA
| | - Nevan J. Krogan
- Cellular and Molecular Pharmacology, University of California, San Francisco, California, USA
- Gladstone Institute of Data Science and Biotechnology, San Francisco, California, USA
- Quantitative Biosciences Institute, University of California, San Francisco, California, USA
| | - Stewart Cooper
- California Pacific Medical Center Research Institute, San Francisco, California, USA
| | - Todd C. McDevitt
- Gladstone Institute of Cardiovascular Disease, San Francisco, California, USA
- Bioengineering & Therapeutic Sciences, University of California San Francisco, San Francisco, California, USA
| | - Nir Yosef
- Department of Electrical Engineering and Computer Science and Center for Computational Biology, University of California Berkeley, Berkeley, California, USA
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Cambridge, Massachusetts, USA
| | - Melanie Ott
- Gladstone Institute of Virology, San Francisco, California, USA
- Department of Medicine, University of California San Francisco, San Francisco, California, USA
- Chan Zuckerburg Biohub, San Francisco, California, USA
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8
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Du Y, Cao L, Wang S, Guo L, Tan L, Liu H, Feng Y, Wu W. Differences in alternative splicing and their potential underlying factors between animals and plants. J Adv Res 2023:S2090-1232(23)00354-5. [PMID: 37981087 DOI: 10.1016/j.jare.2023.11.017] [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: 05/07/2023] [Revised: 08/16/2023] [Accepted: 11/14/2023] [Indexed: 11/21/2023] Open
Abstract
BACKGROUND Alternative splicing (AS), a posttranscriptional process, contributes to the complexity of transcripts from a limited number of genes in a genome, and AS is considered a great source of genetic and phenotypic diversity in eukaryotes. In animals, AS is tightly regulated during the processes of cell growth and differentiation, and its dysregulation is involved in many diseases, including cancers. Likewise, in plants, AS occurs in all stages of plant growth and development, and it seems to play important roles in the rapid reprogramming of genes in response to environmental stressors. To date, the prevalence and functional roles of AS have been extensively reviewed in animals and plants. However, AS differences between animals and plants, especially their underlying molecular mechanisms and impact factors, are anecdotal and rarely reviewed. AIM OF REVIEW This review aims to broaden our understanding of AS roles in a variety of biological processes and provide insights into the underlying mechanisms and impact factors likely leading to AS differences between animals and plants. KEY SCIENTIFIC CONCEPTS OF REVIEW We briefly summarize the roles of AS regulation in physiological and biochemical activities in animals and plants. Then, we underline the differences in the process of AS between plants and animals and especially analyze the potential impact factors, such as gene exon/intron architecture, 5'/3' untranslated regions (UTRs), spliceosome components, chromatin dynamics and transcription speeds, splicing factors [serine/arginine-rich (SR) proteins and heterogeneous nuclear ribonucleoproteins (hnRNPs)], noncoding RNAs, and environmental stimuli, which might lead to the differences. Moreover, we compare the nonsense-mediated mRNA decay (NMD)-mediated turnover of the transcripts with a premature termination codon (PTC) in animals and plants. Finally, we summarize the current AS knowledge published in animals versus plants and discuss the potential development of disease therapies and superior crops in the future.
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Affiliation(s)
- Yunfei Du
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Hangzhou, China
| | - Lu Cao
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Hangzhou, China
| | - Shuo Wang
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Hangzhou, China
| | - Liangyu Guo
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Hangzhou, China
| | - Lingling Tan
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Hangzhou, China
| | - Hua Liu
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Hangzhou, China
| | - Ying Feng
- Key Laboratory of Nutrition, Metabolism and Food Safety, Shanghai Institute of Nutrition and Health (SINH), Chinese Academy of Sciences (CAS), Shanghai 200032, China.
| | - Wenwu Wu
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Hangzhou, China.
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9
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Wardman R, Keles M, Pachkiv I, Hemanna S, Grein S, Schwarz J, Stein F, Ola R, Dobreva G, Hentze MW, Heineke J. RNA-Binding Proteins Regulate Post-Transcriptional Responses to TGF-β to Coordinate Function and Mesenchymal Activation of Murine Endothelial Cells. Arterioscler Thromb Vasc Biol 2023; 43:1967-1989. [PMID: 37650327 PMCID: PMC10521797 DOI: 10.1161/atvbaha.123.319925] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 08/18/2023] [Indexed: 09/01/2023]
Abstract
BACKGROUND Endothelial cells (ECs) are primed to respond to various signaling cues. For example, TGF (transforming growth factor)-β has major effects on EC function and phenotype by driving ECs towards a more mesenchymal state (ie, triggering endothelial to mesenchymal activation), a dynamic process associated with cardiovascular diseases. Although transcriptional regulation triggered by TGF-β in ECs is well characterized, post-transcriptional regulatory mechanisms induced by TGF-β remain largely unknown. METHODS Using RNA interactome capture, we identified global TGF-β driven changes in RNA-binding proteins in ECs. We investigated specific changes in the RNA-binding patterns of hnRNP H1 (heterogeneous nuclear ribonucleoprotein H1) and Csde1 (cold shock domain containing E1) using RNA immunoprecipitation and overlapped this with RNA-sequencing data after knockdown of either protein for functional insight. Using a modified proximity ligation assay, we visualized the specific interactions between hnRNP H1 and Csde1 and target RNAs in situ both in vitro and in mouse heart sections. RESULTS Characterization of TGF-β-regulated RBPs (RNA-binding proteins) revealed hnRNP H1 and Csde1 as key regulators of the cellular response to TGF-β at the post-transcriptional level, with loss of either protein-promoting mesenchymal activation in ECs. We found that TGF-β drives an increase in binding of hnRNP H1 to its target RNAs, offsetting mesenchymal activation, but a decrease in Csde1 RNA-binding, facilitating this process. Both, hnRNP H1 and Csde1, dynamically bind and regulate specific subsets of mRNAs related to mesenchymal activation and endothelial function. CONCLUSIONS Together, we show that RBPs play a key role in the endothelial response to TGF-β stimulation at the post-transcriptional level and that the RBPs hnRNP H1 and Csde1 serve to maintain EC function and counteract mesenchymal activation. We propose that TGF-β profoundly modifies RNA-protein interaction entailing feedback and feed-forward control at the post-transcriptional level, to fine-tune mesenchymal activation in ECs.
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Affiliation(s)
- Rhys Wardman
- Department of Cardiovascular Physiology (R.W., M.K., I.P., S.H., S.G., J.H.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
- German Center for Cardiovascular Research (DZHK), partner site Heidelberg/Mannheim (R.W., M.K., S.H., S.G., G.D., J.H.)
| | - Merve Keles
- Department of Cardiovascular Physiology (R.W., M.K., I.P., S.H., S.G., J.H.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
- German Center for Cardiovascular Research (DZHK), partner site Heidelberg/Mannheim (R.W., M.K., S.H., S.G., G.D., J.H.)
| | - Ihor Pachkiv
- Department of Cardiovascular Physiology (R.W., M.K., I.P., S.H., S.G., J.H.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
| | - Shruthi Hemanna
- Department of Cardiovascular Physiology (R.W., M.K., I.P., S.H., S.G., J.H.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
- German Center for Cardiovascular Research (DZHK), partner site Heidelberg/Mannheim (R.W., M.K., S.H., S.G., G.D., J.H.)
| | - Steve Grein
- Department of Cardiovascular Physiology (R.W., M.K., I.P., S.H., S.G., J.H.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
- German Center for Cardiovascular Research (DZHK), partner site Heidelberg/Mannheim (R.W., M.K., S.H., S.G., G.D., J.H.)
| | - Jennifer Schwarz
- Proteomics Core Facility, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany (J.S., F.S.)
| | - Frank Stein
- Proteomics Core Facility, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany (J.S., F.S.)
| | - Roxana Ola
- Cardiovascular Pharmacology (R.O.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
| | - Gergana Dobreva
- Cardiovascular Genomics and Epigenomics (G.D.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
- German Center for Cardiovascular Research (DZHK), partner site Heidelberg/Mannheim (R.W., M.K., S.H., S.G., G.D., J.H.)
| | - Matthias W. Hentze
- European Molecular Biology Laboratory (EMBL), Heidelberg, Germany (M.W.H.)
| | - Joerg Heineke
- Department of Cardiovascular Physiology (R.W., M.K., I.P., S.H., S.G., J.H.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
- German Center for Cardiovascular Research (DZHK), partner site Heidelberg/Mannheim (R.W., M.K., S.H., S.G., G.D., J.H.)
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10
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Brownmiller T, Caplen NJ. The HNRNPF/H RNA binding proteins and disease. WILEY INTERDISCIPLINARY REVIEWS. RNA 2023; 14:e1788. [PMID: 37042074 PMCID: PMC10523889 DOI: 10.1002/wrna.1788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 02/10/2023] [Accepted: 02/13/2023] [Indexed: 04/13/2023]
Abstract
The members of the HNRNPF/H family of heterogeneous nuclear RNA proteins-HNRNPF, HNRNPH1, HNRNPH2, HNRNPH3, and GRSF1, are critical regulators of RNA maturation. Documented functions of these proteins include regulating splicing, particularly alternative splicing, 5' capping and 3' polyadenylation of RNAs, and RNA export. The assignment of these proteins to the HNRNPF/H protein family members relates to differences in the amino acid composition of their RNA recognition motifs, which differ from those of other RNA binding proteins (RBPs). HNRNPF/H proteins typically bind RNA sequences enriched with guanine (G) residues, including sequences that, in the presence of a cation, have the potential to form higher-order G-quadruplex structures. The need to further investigate members of the HNRNPF/H family of RBPs has intensified with the recent descriptions of their involvement in several disease states, including the pediatric tumor Ewing sarcoma and the hematological malignancy mantle cell lymphoma; newly described groups of developmental syndromes; and neuronal-related disorders, including addictive behavior. Here, to foster the study of the HNRNPF/H family of RBPs, we discuss features of the genes encoding these proteins, their structures and functions, and emerging contributions to disease. This article is categorized under: RNA in Disease and Development > RNA in Disease RNA Processing > Splicing Regulation/Alternative Splicing RNA Interactions with Proteins and Other Molecules > Protein-RNA Interactions: Functional Implications.
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Affiliation(s)
- Tayvia Brownmiller
- Functional Genetics Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, DHHS, Bethesda, Maryland, USA
| | - Natasha J Caplen
- Functional Genetics Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, DHHS, Bethesda, Maryland, USA
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11
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Chen X, Yang HT, Zhang B, Phillips JW, Cheng D, Rigo F, Witte ON, Xing Y, Black DL. The RNA-binding proteins hnRNP H and F regulate splicing of a MYC-dependent HRAS exon in prostate cancer cells. Proc Natl Acad Sci U S A 2023; 120:e2220190120. [PMID: 37399401 PMCID: PMC10334793 DOI: 10.1073/pnas.2220190120] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 05/31/2023] [Indexed: 07/05/2023] Open
Abstract
The MYC proto-oncogene contributes to the pathogenesis of more than half of human cancers. Malignant transformation by MYC transcriptionally up-regulates the core pre-mRNA splicing machinery and causes misregulation of alternative splicing. However, our understanding of how splicing changes are directed by MYC is limited. We performed a signaling pathway-guided splicing analysis to identify MYC-dependent splicing events. These included an HRAS cassette exon repressed by MYC across multiple tumor types. To molecularly dissect the regulation of this HRAS exon, we used antisense oligonucleotide tiling to identify splicing enhancers and silencers in its flanking introns. RNA-binding motif prediction indicated multiple binding sites for hnRNP H and hnRNP F within these cis-regulatory elements. Using siRNA knockdown and cDNA expression, we found that both hnRNP H and F activate the HRAS cassette exon. Mutagenesis and targeted RNA immunoprecipitation implicate two downstream G-rich elements in this splicing activation. Analyses of ENCODE RNA-seq datasets confirmed hnRNP H regulation of HRAS splicing. Analyses of RNA-seq datasets across multiple cancers showed a negative correlation of HNRNPH gene expression with MYC hallmark enrichment, consistent with the effect of hnRNP H on HRAS splicing. Interestingly, HNRNPF expression showed a positive correlation with MYC hallmarks and thus was not consistent with the observed effects of hnRNP F. Loss of hnRNP H/F altered cell cycle progression and induced apoptosis in the PC3 prostate cancer cell line. Collectively, our results reveal mechanisms for MYC-dependent regulation of splicing and point to possible therapeutic targets in prostate cancers.
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Affiliation(s)
- Xinyuan Chen
- Molecular Biology Interdepartmental Doctoral Program, University of California, Los Angeles, CA90095
| | - Harry Taegyun Yang
- Bioinformatics Interdepartmental Graduate Program, University of California, Los Angeles, CA90095
| | - Beatrice Zhang
- Center for Computational and Genomic Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA19104
| | - John W. Phillips
- Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, CA90095
| | - Donghui Cheng
- Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, CA90095
| | - Frank Rigo
- Ionis Pharmaceuticals, Inc., 2855 Gazelle Ct., Carlsbad, CA92010
| | - Owen N. Witte
- Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, CA90095
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA90095
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA90095
- Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA90095
- Molecular Biology Institute, University of California, Los Angeles, CA90095
| | - Yi Xing
- Center for Computational and Genomic Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA19104
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA19104
| | - Douglas L. Black
- Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, CA90095
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA90095
- Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA90095
- Molecular Biology Institute, University of California, Los Angeles, CA90095
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12
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Flemington EK, Flemington SA, O’Grady TM, Baddoo M, Nguyen T, Dong Y, Ungerleider N. SpliceTools, a suite of downstream RNA splicing analysis tools to investigate mechanisms and impact of alternative splicing. Nucleic Acids Res 2023; 51:e42. [PMID: 36864749 PMCID: PMC10123099 DOI: 10.1093/nar/gkad111] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 02/06/2023] [Indexed: 03/04/2023] Open
Abstract
As a fundamental aspect of normal cell signaling and disease states, there is great interest in determining alternative splicing (AS) changes in physiologic, pathologic, and pharmacologic settings. High throughput RNA sequencing and specialized software to detect AS has greatly enhanced our ability to determine transcriptome-wide splicing changes. Despite the richness of this data, deriving meaning from sometimes thousands of AS events is a substantial bottleneck for most investigators. We present SpliceTools, a suite of data processing modules that arms investigators with the ability to quickly produce summary statistics, mechanistic insights, and functional significance of AS changes through command line or through an online user interface. Utilizing RNA-seq datasets for 186 RNA binding protein knockdowns, nonsense mediated RNA decay inhibition, and pharmacologic splicing inhibition, we illustrate the utility of SpliceTools to distinguish splicing disruption from regulated transcript isoform changes, we show the broad transcriptome footprint of the pharmacologic splicing inhibitor, indisulam, we illustrate the utility in uncovering mechanistic underpinnings of splicing inhibition, we identify predicted neo-epitopes in pharmacologic splicing inhibition, and we show the impact of splicing alterations induced by indisulam on cell cycle progression. Together, SpliceTools puts rapid and easy downstream analysis at the fingertips of any investigator studying AS.
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Affiliation(s)
| | | | - Tina M O’Grady
- Department of Pathology, Tulane University, New Orleans, LA, USA
| | - Melody Baddoo
- Department of Pathology, Tulane University, New Orleans, LA, USA
| | - Trang Nguyen
- Department of Pathology, Tulane University, New Orleans, LA, USA
| | - Yan Dong
- Department of Structural and Cellular Biology, Tulane University, New Orleans, LA, USA
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13
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Huang H, Li Y, Zhang G, Ruan GX, Zhu Z, Chen W, Zou J, Zhang R, Wang J, Ouyang Y, Xu S, Ou X. The RNA-binding protein hnRNP F is required for the germinal center B cell response. Nat Commun 2023; 14:1731. [PMID: 36997512 PMCID: PMC10063658 DOI: 10.1038/s41467-023-37308-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 03/10/2023] [Indexed: 04/01/2023] Open
Abstract
The T cell-dependent (TD) antibody response involves the generation of high affinity, immunoglobulin heavy chain class-switched antibodies that are generated through germinal center (GC) response. This process is controlled by coordinated transcriptional and post-transcriptional gene regulatory mechanisms. RNA-binding proteins (RBPs) have emerged as critical players in post-transcriptional gene regulation. Here we demonstrate that B cell-specific deletion of RBP hnRNP F leads to diminished production of class-switched antibodies with high affinities in response to a TD antigen challenge. B cells deficient in hnRNP F are characterized by defective proliferation and c-Myc upregulation upon antigenic stimulation. Mechanistically, hnRNP F directly binds to the G-tracts of Cd40 pre-mRNA to promote the inclusion of Cd40 exon 6 that encodes its transmembrane domain, thus enabling appropriate CD40 cell surface expression. Furthermore, we find that hnRNP A1 and A2B1 can bind to the same region of Cd40 pre-mRNA but suppress exon 6 inclusion, suggesting that these hnRNPs and hnRNP F might antagonize each-other's effects on Cd40 splicing. In summary, our study uncovers an important posttranscriptional mechanism regulating the GC response.
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Affiliation(s)
- Hengjun Huang
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Yuxing Li
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Gaopu Zhang
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Gui-Xin Ruan
- Medical School, Taizhou University, Taizhou, 318000, China
| | - Zhijian Zhu
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Wenjing Chen
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Jia Zou
- Department of Computer Science and Engineering, College of Engineering, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Rui Zhang
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Jing Wang
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Yu Ouyang
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Shengli Xu
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, 138648, Singapore.
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117599, Singapore.
| | - Xijun Ou
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, China.
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14
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Post-Transcriptional and Post-Translational Modifications in Telomerase Biogenesis and Recruitment to Telomeres. Int J Mol Sci 2023; 24:ijms24055027. [PMID: 36902458 PMCID: PMC10003056 DOI: 10.3390/ijms24055027] [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: 02/02/2023] [Revised: 03/02/2023] [Accepted: 03/03/2023] [Indexed: 03/08/2023] Open
Abstract
Telomere length is associated with the proliferative potential of cells. Telomerase is an enzyme that elongates telomeres throughout the entire lifespan of an organism in stem cells, germ cells, and cells of constantly renewed tissues. It is activated during cellular division, including regeneration and immune responses. The biogenesis of telomerase components and their assembly and functional localization to the telomere is a complex system regulated at multiple levels, where each step must be tuned to the cellular requirements. Any defect in the function or localization of the components of the telomerase biogenesis and functional system will affect the maintenance of telomere length, which is critical to the processes of regeneration, immune response, embryonic development, and cancer progression. An understanding of the regulatory mechanisms of telomerase biogenesis and activity is necessary for the development of approaches toward manipulating telomerase to influence these processes. The present review focuses on the molecular mechanisms involved in the major steps of telomerase regulation and the role of post-transcriptional and post-translational modifications in telomerase biogenesis and function in yeast and vertebrates.
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15
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Cheng Y, Xiao Y, Ruan Y, Wang J, Tian Y, Xiong J, Wang J, Wang F, Zhang C, Xu Y, Liu L, Yu M, Wang J, Zhao B, Zhang Y, Yang R, Yang Y, Yao Z, Jian R, Xiao L, Zhang J. Comparative expression analysis of TEADs and their splice variants in mouse embryonic stem cells. Gene Expr Patterns 2023; 47:119302. [PMID: 36516960 DOI: 10.1016/j.gep.2022.119302] [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: 04/30/2022] [Revised: 12/01/2022] [Accepted: 12/09/2022] [Indexed: 12/14/2022]
Abstract
Transcriptional enhanced associate domain (TEAD) transcription factors play important roles in embryonic stem cell (ESC) renewal and differentiation. Four TEAD transcription factors (Tead1, Tead2, Tead3 and Tead4) and their various splice variants have been discovered in mice, but the expression pattern of them during pluripotency state transition is unclear. Here, we investigated the expression of TEADs and their splice variants in mouse ESCs at different pluripotent/differentiating states and adult mouse tissues. Our results preliminarily revealed the diversity and heterogeneity of TEAD family, which is helpful for understanding their overlapping and distinctive functions. Furthermore, a novel splice variant of Tead1 was identified and named Tead1 isoform 4.
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Affiliation(s)
- Yuda Cheng
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Yang Xiao
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Yan Ruan
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Jiali Wang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Yanping Tian
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Jiaxiang Xiong
- Experimental Center of Basic Medicine, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Jiaqi Wang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China; Institute of Immunology PLA & Department of Immunology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Fengsheng Wang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Chen Zhang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Yixiao Xu
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China; Southwest Eye Hospital, Southwest Hospital, the First Hospital Affiliated to Army Medical University, Chongqing, 400038, China
| | - Lianlian Liu
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Meng Yu
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China; Department of Joint Surgery, Southwest Hospital, the First Hospital Affiliated to Army Medical University, Chongqing, 400038, China
| | - Jiangjun Wang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China; Department of Cell Biology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Binyu Zhao
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China; Department of Physiology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Yue Zhang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China; Southwest Eye Hospital, Southwest Hospital, the First Hospital Affiliated to Army Medical University, Chongqing, 400038, China
| | - Ran Yang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China; Department of Pathophysiology, College of High-Altitude Military Medicine, Army Medical University, Chongqing, 400038, China
| | - Yi Yang
- Experimental Center of Basic Medicine, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Zhongxiang Yao
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China; Department of Physiology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Rui Jian
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China
| | - Lan Xiao
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China.
| | - Junlei Zhang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, College of Basic Medical Science, Army Medical University, Chongqing, 400038, China.
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16
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hnRNPH1 recruits PTBP2 and SRSF3 to modulate alternative splicing in germ cells. Nat Commun 2022; 13:3588. [PMID: 35739118 PMCID: PMC9226075 DOI: 10.1038/s41467-022-31364-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 06/14/2022] [Indexed: 12/03/2022] Open
Abstract
Coordinated regulation of alternative pre-mRNA splicing is essential for germ cell development. However, the underlying molecular mechanism that controls alternative mRNA expression during germ cell development remains elusive. Herein, we show that hnRNPH1 is highly expressed in the reproductive system and recruits the PTBP2 and SRSF3 to modulate the alternative splicing in germ cells. Conditional knockout Hnrnph1 in spermatogenic cells causes many abnormal splicing events, thus affecting the genes related to meiosis and communication between germ cells and Sertoli cells. This is characterized by asynapsis of chromosomes and impairment of germ-Sertoli communications, which ultimately leads to male sterility. Markedly, Hnrnph1 germline-specific mutant female mice are also infertile, and Hnrnph1-deficient oocytes exhibit a similar defective synapsis and cell-cell junction as seen in Hnrnph1-deficient male germ cells. Collectively, our data support a molecular model wherein hnRNPH1 governs a network of alternative splicing events in germ cells via recruitment of PTBP2 and SRSF3. Coordinated regulation of alternative splicing is essential for germ cell development. Here, the authors report that hnRNPH1 interacts with alternative splicing factors PTBP2 and SRSF3 in the germline to regulate pre-mRNA alternative splicing.
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17
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Fagg WS, Liu N, Braunschweig U, Pereira de Castro K, Chen X, Ditmars F, Widen S, Donohue JP, Modis K, Russell W, Fair JH, Weirauch M, Blencowe B, Garcia-Blanco M. Definition of germ layer cell lineage alternative splicing programs reveals a critical role for Quaking in specifying cardiac cell fate. Nucleic Acids Res 2022; 50:5313-5334. [PMID: 35544276 PMCID: PMC9122611 DOI: 10.1093/nar/gkac327] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 04/14/2022] [Accepted: 04/25/2022] [Indexed: 01/27/2023] Open
Abstract
Alternative splicing is critical for development; however, its role in the specification of the three embryonic germ layers is poorly understood. By performing RNA-Seq on human embryonic stem cells (hESCs) and derived definitive endoderm, cardiac mesoderm, and ectoderm cell lineages, we detect distinct alternative splicing programs associated with each lineage. The most prominent splicing program differences are observed between definitive endoderm and cardiac mesoderm. Integrative multi-omics analyses link each program with lineage-enriched RNA binding protein regulators, and further suggest a widespread role for Quaking (QKI) in the specification of cardiac mesoderm. Remarkably, knockout of QKI disrupts the cardiac mesoderm-associated alternative splicing program and formation of myocytes. These changes arise in part through reduced expression of BIN1 splice variants linked to cardiac development. Mechanistically, we find that QKI represses inclusion of exon 7 in BIN1 pre-mRNA via an exonic ACUAA motif, and this is concomitant with intron removal and cleavage from chromatin. Collectively, our results uncover alternative splicing programs associated with the three germ lineages and demonstrate an important role for QKI in the formation of cardiac mesoderm.
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Affiliation(s)
- W Samuel Fagg
- Department of Surgery, University of Texas Medical Branch, Galveston, TX 77555, USA
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Naiyou Liu
- Department of Surgery, University of Texas Medical Branch, Galveston, TX 77555, USA
| | | | | | - Xiaoting Chen
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Frederick S Ditmars
- Department of Surgery, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Steven G Widen
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - John Paul Donohue
- Sinsheimer Labs, RNA Center for Molecular Biology, Department of Molecular, Cell and Developmental Biology, University of California, Santa Cruz, Santa Cruz, CA 95064, USA
| | - Katalin Modis
- Department of Surgery, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - William K Russell
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Jeffrey H Fair
- Department of Surgery, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Matthew T Weirauch
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA
- Divisions of Biomedical Informatics and Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - Benjamin J Blencowe
- Donnelly Centre, University of Toronto, Toronto, ONM5S 3E1, Canada
- Department of Molecular Genetics, University of Toronto, ONM5S 1A8, Canada
| | - Mariano A Garcia-Blanco
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, TX 77555, USA
- Department of Internal Medicine, University of Texas Medical Branch, Galveston, TX 77555, USA
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18
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Raguraman R, Shanmugarama S, Mehta M, Elle Peterson J, Zhao YD, Munshi A, Ramesh R. Drug delivery approaches for HuR-targeted therapy for lung cancer. Adv Drug Deliv Rev 2022; 180:114068. [PMID: 34822926 PMCID: PMC8724414 DOI: 10.1016/j.addr.2021.114068] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Accepted: 11/18/2021] [Indexed: 01/03/2023]
Abstract
Lung cancer (LC) is often diagnosed at an advanced stage and conventional treatments for disease management have limitations associated with them. Novel therapeutic targets are thus avidly sought for the effective management of LC. RNA binding proteins (RBPs) have been convincingly established as key players in tumorigenesis, and their dysregulation is linked to multiple cancers, including LC. In this context, we review the role of Human antigen R (HuR), an RBP that is overexpressed in LC, and further associated with various aspects of LC tumor growth and response to therapy. Herein, we describe the role of HuR in LC progression and outline the evidences supporting various pharmacologic and biologic approaches for inhibiting HuR expression and function. These approaches, including use of small molecule inhibitors, siRNAs and shRNAs, have demonstrated favorable results in reducing tumor cell growth, invasion and migration, angiogenesis and metastasis. Hence, HuR has significant potential as a key therapeutic target in LC. Use of siRNA-based approaches, however, have certain limitations that prevent their maximal exploitation as cancer therapies. To address this, in the conclusion of this review, we provide a list of nanomedicine-based HuR targeting approaches currently being employed for siRNA and shRNA delivery, and provide a rationale for the immense potential therapeutic benefits offered by nanocarrier-based HuR targeting and its promise for treating patients with LC.
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Affiliation(s)
- Rajeswari Raguraman
- Department of Pathology, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA; Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Santny Shanmugarama
- Department of Pathology, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA; Graduate Program in Biomedical Sciences, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Meghna Mehta
- Radiation Oncology, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA; Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Jo Elle Peterson
- Department of Pathology, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Yan D Zhao
- Biostatistics and Epidemiology, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA; Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Anupama Munshi
- Radiation Oncology, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA; Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Rajagopal Ramesh
- Department of Pathology, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA; Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA; Graduate Program in Biomedical Sciences, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.
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19
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Larizza L, Calzari L, Alari V, Russo S. Genes for RNA-binding proteins involved in neural-specific functions and diseases are downregulated in Rubinstein-Taybi iNeurons. Neural Regen Res 2022; 17:5-14. [PMID: 34100419 PMCID: PMC8451555 DOI: 10.4103/1673-5374.314286] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Taking advantage of the fast-growing knowledge of RNA-binding proteins (RBPs) we review the signature of downregulated genes for RBPs in the transcriptome of induced pluripotent stem cell neurons (iNeurons) modelling the neurodevelopmental Rubinstein Taybi Syndrome (RSTS) caused by mutations in the genes encoding CBP/p300 acetyltransferases. We discuss top and functionally connected downregulated genes sorted to “RNA processing” and “Ribonucleoprotein complex biogenesis” Gene Ontology clusters. The first set of downregulated RBPs includes members of hnRNHP (A1, A2B1, D, G, H2-H1, MAGOHB, PAPBC), core subunits of U small nuclear ribonucleoproteins and Serine-Arginine splicing regulators families, acting in precursor messenger RNA alternative splicing and processing. Consistent with literature findings on reduced transcript levels of serine/arginine repetitive matrix 4 (SRRM4) protein, the main regulator of the neural-specific microexons splicing program upon depletion of Ep300 and Crebbp in mouse neurons, RSTS iNeurons show downregulated genes for proteins impacting this network. We link downregulated genes to neurological disorders including the new HNRNPH1-related intellectual disability syndrome with clinical overlap to RSTS. The set of downregulated genes for Ribosome biogenesis includes several components of ribosomal subunits and nucleolar proteins, such NOP58 and fibrillarin that form complexes with snoRNAs with a central role in guiding post-transcriptional modifications needed for rRNA maturation. These nucleolar proteins are “dual” players as fibrillarin is also required for epigenetic regulation of ribosomal genes and conversely NOP58-associated snoRNA levels are under the control of NOP58 interactor BMAL1, a transcriptional regulator of the circadian rhythm. Additional downregulated genes for “dual specificity” RBPs such as RUVBL1 and METTL1 highlight the links between chromatin and the RBP-ome and the contribution of perturbations in their cross-talk to RSTS. We underline the hub position of CBP/p300 in chromatin regulation, the impact of its defect on neurons’ post-transcriptional regulation of gene expression and the potential use of epidrugs in therapeutics of RBP-caused neurodevelopmental disorders.
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Affiliation(s)
- Lidia Larizza
- Cytogenetics and Molecular Genetics Laboratory, IRCCS Istituto Auxologico Italiano, Milano, Italy
| | - Luciano Calzari
- Cytogenetics and Molecular Genetics Laboratory, IRCCS Istituto Auxologico Italiano, Milano, Italy
| | - Valentina Alari
- Cytogenetics and Molecular Genetics Laboratory, IRCCS Istituto Auxologico Italiano, Milano, Italy
| | - Silvia Russo
- Cytogenetics and Molecular Genetics Laboratory, IRCCS Istituto Auxologico Italiano, Milano, Italy
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20
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Pluripotency transcription factor levels in sheep embryos correlate with mRNA regulatory elements. Livest Sci 2022. [DOI: 10.1016/j.livsci.2021.104778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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21
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Xie D, Chen Y, Wan X, Li J, Pei Q, Luo Y, Liu J, Ye T. The Potential Role of CDH1 as an Oncogene Combined With Related miRNAs and Their Diagnostic Value in Breast Cancer. Front Endocrinol (Lausanne) 2022; 13:916469. [PMID: 35784532 PMCID: PMC9243438 DOI: 10.3389/fendo.2022.916469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Accepted: 05/16/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Breast cancer (BC) is the leading cause of cancer-related mortality in females and the most common malignancy with high morbidity worldwide. It is imperative to develop new biomarkers and therapeutic targets for early diagnosis and effective treatment in BC. METHODS We revealed the oncogene function of cadherin 1 (CDH1) via bioinformatic analysis in BC. Moreover, miRNA database was utilized to predict miRNAs upstream of CDH1. Expression of CDH1-related miRNAs in BC and their values in BC stemness and prognosis were analyzed through TCGA-BRCA datasets. In addition, Gene Ontology (GO) and Gene Set Enrichment Analysis (GSEA) were performed to explore the potential functions and signaling pathways of CDH1 in combination with CDH1-related miRNAs in BC progression. Finally, the differential expressions of soluble E-cadherin (sE-cad), which is formed by the secretion of CDH1-encoded E-cadherin into serum, analyzed by enzyme-linked immunosorbent assay (ELISA). Reverse transcription quantitative real-time polymerase chain reaction (RT-qPCR) was used to detect the expression level of CDH1-related miRNAs in serum samples. RESULTS The mRNA and protein expressions of CDH1 were elevated in BC tissues compared with normal counterparts. Moreover, CDH1 overexpression was positively correlated with BC stage, metastatic, stemness characteristics, and poor prognosis among patients. In predictive analysis, miR-340, miR-185, and miR-20a target CDH1 and are highly expressed in BC. miR-20a overexpression alone was strongly associated with high stemness characteristics and poor prognosis of BC. Additionally, GO, KEGG, and hallmark effect gene set analysis demonstrated that CDH1 in combination with overexpression of miR-340, miR-185, or miR-20a participated in multiple biological processes and underly signaling pathways involving in tumorigenesis and development of BC. Finally, we provide experimental evidence that the combined determination of serum sE-cad and miR-20a in BC has highly diagnostic efficiency. CONCLUSIONS This study provides evidence for CDH1 as an oncogene in BC and suggests that miR-20a may regulate the stemness characteristics of BC to exert a pro-oncogenic effect by regulating CDH1. Moreover, sE-cad and miR-20a in serum can both be used as valid noninvasive markers for BC diagnosis.
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22
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Shkreta L, Delannoy A, Salvetti A, Chabot B. SRSF10: an atypical splicing regulator with critical roles in stress response, organ development, and viral replication. RNA (NEW YORK, N.Y.) 2021; 27:1302-1317. [PMID: 34315816 PMCID: PMC8522700 DOI: 10.1261/rna.078879.121] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Serine/arginine splicing factor 10 (SRSF10) is a member of the family of mammalian splicing regulators known as SR proteins. Like several of its SR siblings, the SRSF10 protein is composed of an RNA binding domain (RRM) and of arginine and serine-rich auxiliary domains (RS) that guide interactions with other proteins. The phosphorylation status of SRSF10 is of paramount importance for its activity and is subjected to changes during mitosis, heat-shock, and DNA damage. SRSF10 overexpression has functional consequences in a growing list of cancers. By controlling the alternative splicing of specific transcripts, SRSF10 has also been implicated in glucose, fat, and cholesterol metabolism, in the development of the embryonic heart, and in neurological processes. SRSF10 is also important for the proper expression and processing of HIV-1 and other viral transcripts. We discuss how SRSF10 could become a potentially appealing therapeutic target to combat cancer and viral infections.
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Affiliation(s)
- Lulzim Shkreta
- RNA group, Department of Microbiology and Infectious Diseases, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, Quebec, Canada J1E 4K8
| | - Aurélie Delannoy
- RNA group, Department of Microbiology and Infectious Diseases, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, Quebec, Canada J1E 4K8
| | - Anna Salvetti
- INSERM, U1111, Centre International de Recherche en Infectiologie de Lyon (CIRI), CNRS UMR 5308, Lyon, France
| | - Benoit Chabot
- RNA group, Department of Microbiology and Infectious Diseases, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, Quebec, Canada J1E 4K8
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23
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Liu YJ, Kuo HC, Chern Y. A system-wide mislocalization of RNA-binding proteins in motor neurons is a new feature of ALS. Neurobiol Dis 2021; 160:105531. [PMID: 34634461 DOI: 10.1016/j.nbd.2021.105531] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 09/28/2021] [Accepted: 10/07/2021] [Indexed: 01/01/2023] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is a motor neuron disease characterized by progressive degeneration of motor neurons. Mislocalization of TAR DNA-binding protein 43 (TDP-43) is an early event in the formation of cytoplasmic TDP-43-positive inclusions in motor neurons and a hallmark of ALS. However, the underlying mechanism and the pathogenic impact of this mislocalization are relatively unexplored. We previously reported that abnormal AMPK activation mediates TDP-43 mislocalization in motor neurons of humans and mice with ALS. In the present study, we hypothesized that other nuclear proteins are mislocalized in the cytoplasm of motor neurons due to the AMPK-mediated phosphorylation of importin-α1 and subsequently contribute to neuronal degeneration in ALS. To test this hypothesis, we analyzed motor neurons of sporadic ALS patients and found that when AMPK is activated, importin-α1 is abnormally located in the nucleus. Multiple integrative molecular and cellular approaches (including proteomics, immunoprecipitation/western blot analysis, immunohistological evaluations and gradient analysis of preribosomal complexes) were employed to demonstrate that numerous RNA binding proteins are mislocalized in a rodent motor neuron cell line (NSC34) and human motor neurons derived from iPSCs during AMPK activation. We used comparative proteomic analysis of importin-α1 complexes that were immunoprecipitated with a phosphorylation-deficient mutant of importin-α1 (importin-α1-S105A) and a phosphomimetic mutant of importin-α1 (importin-α1-S105D) to identify 194 proteins that have stronger affinity for the unphosphorylated form than the phosphorylated form of importin-α1. Furthermore, GO and STRING analyses suggested that RNA processing and protein translation is the major machinery affected by abnormalities in the AMPK-importin-α1 axis. Consistently, the expression of importin-α1-S105D alters the assembly of preribosomal complexes and increases cell apoptosis. Collectively, we propose that by impairing importin-α1-mediated nuclear import, abnormal AMPK activation in motor neurons alters the cellular distribution of many RNA-binding proteins, which pathogenically affect multiple cellular machineries in motor neurons and contribute to ALS pathogenesis.
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Affiliation(s)
- Yu-Ju Liu
- Division of Neuroscience, Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Hung-Chih Kuo
- Institute of Cellular and Organismic Biology, Academia Sinica, Taipei, Taiwan
| | - Yijuang Chern
- Division of Neuroscience, Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.
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24
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Li X, Gao F, Wang X, Liang Q, Bai A, Liu Z, Chen X, Li E, Chen S, Lu C, Qian R, Sun N, Liang P, Xu C. E2A ablation enhances proportion of nodal-like cardiomyocytes in cardiac-specific differentiation of human embryonic stem cells. EBioMedicine 2021; 71:103575. [PMID: 34488017 PMCID: PMC8426208 DOI: 10.1016/j.ebiom.2021.103575] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 08/21/2021] [Accepted: 08/24/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Human sinoatrial cardiomyocytes are essential building blocks for cell therapies of conduction system disorders. However, current differentiation protocols for deriving nodal cardiomyocytes from human pluripotent stem cells (hPSCs) are very inefficient. METHODS By employing the hPSCs to cardiomyocyte (CM) in vitro differentiation system and generating E2A-knockout hESCs using CRISPR/Cas9 gene editing technology, we analyze the functions of E2A in CM differentiation. FINDINGS We found that knockout of the transcription factor E2A substantially increased the proportion of nodal-like cells in hESC-derived CMs. The E2A ablated CMs displayed smaller cell size, increased beating rates, weaker contractile force, and other functional characteristics similar to sinoatrial node (SAN) cells. Transcriptomic analyses indicated that ion channel-encoding genes were up-regulated in E2A ablated CMs. E2A directly bounded to the promoters of genes key to SAN development via conserved E-box motif, and promoted their expression. Unexpect enhanced activity of NOTCH pathway after E2A ablation could also facilate to induct ventricle workingtype CMs reprogramming into SAN-like cells. INTERPRETATION Our study revealed a new role for E2A during directed cardiac differentiation of hESCs and may provide new clues for enhancing induction efficiency of SAN-like cardiomyocytes from hPSCs in the future. FUNDING This work was supported by the NSFC (No.82070391, N.S.; No.81870175 and 81922006, P.L.), the National Key R&D Program of China (2018YFC2000202, N.S.; 2017YFA0103700, P.L.), the Haiju program of National Children's Medical Center EK1125180102, and Innovative research team of high-level local universities in Shanghai and a key laboratory program of the Education Commission of Shanghai Municipality (ZDSYS14005).
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Affiliation(s)
- Xiuya Li
- Department of Physiology and Pathophysiology, Shanghai Key Laboratory of Bioactive Small Molecules, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China; Clinical and Translational Research Center of Shanghai First Maternity and Infant Health Hospital, School of Life Sciences and Technology, Tongji University,Shanghai 200092, China
| | - Fei Gao
- Department of Physiology and Pathophysiology, Shanghai Key Laboratory of Bioactive Small Molecules, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Xiaochen Wang
- Key Laboratory of Combined Multi-organ Transplantation, Ministry of Public Health, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; Institute of Translational Medicine, Zhejiang University, Hangzhou 310029, China
| | - Qianqian Liang
- Department of Physiology and Pathophysiology, Shanghai Key Laboratory of Bioactive Small Molecules, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Aobing Bai
- Department of Physiology and Pathophysiology, Shanghai Key Laboratory of Bioactive Small Molecules, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Zhuo Liu
- Department of Physiology and Pathophysiology, Shanghai Key Laboratory of Bioactive Small Molecules, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Xinyun Chen
- Department of Physiology and Pathophysiology, Shanghai Key Laboratory of Bioactive Small Molecules, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Ermin Li
- Department of Physiology and Pathophysiology, Shanghai Key Laboratory of Bioactive Small Molecules, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Sifeng Chen
- Department of Physiology and Pathophysiology, Shanghai Key Laboratory of Bioactive Small Molecules, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Chao Lu
- Department of Physiology and Pathophysiology, Shanghai Key Laboratory of Bioactive Small Molecules, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Ruizhe Qian
- Department of Physiology and Pathophysiology, Shanghai Key Laboratory of Bioactive Small Molecules, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Ning Sun
- Department of Physiology and Pathophysiology, Shanghai Key Laboratory of Bioactive Small Molecules, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China; Shanghai Key Lab of Birth Defect, Children's Hospital of Fudan University, Shanghai, 201102, China; Shanghai Key Laboratory of Clinical Geriatric Medicine, Research Center on Aging and Medicine, Fudan University, Shanghai 200032, China.
| | - Ping Liang
- Key Laboratory of Combined Multi-organ Transplantation, Ministry of Public Health, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; Institute of Translational Medicine, Zhejiang University, Hangzhou 310029, China.
| | - Chen Xu
- Department of Physiology and Pathophysiology, Shanghai Key Laboratory of Bioactive Small Molecules, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China.
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25
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Zhou D, Fan J, Liu Z, Tang R, Wang X, Bo H, Zhu F, Zhao X, Huang Z, Xing L, Tao K, Zhang H, Nie H, Zhang H, Zhu W, He Z, Fan L. TCF3 Regulates the Proliferation and Apoptosis of Human Spermatogonial Stem Cells by Targeting PODXL. Front Cell Dev Biol 2021; 9:695545. [PMID: 34422820 PMCID: PMC8377737 DOI: 10.3389/fcell.2021.695545] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 07/19/2021] [Indexed: 12/21/2022] Open
Abstract
Spermatogonial stem cells (SSCs) are the initial cells for the spermatogenesis. Although much progress has been made on uncovering a number of modulators for the SSC fate decisions in rodents, the genes mediating human SSCs remain largely unclear. Here we report, for the first time, that TCF3, a member of the basic helix-loop-helix family of transcriptional modulator proteins, can stimulate proliferation and suppress the apoptosis of human SSCs through targeting podocalyxin-like protein (PODXL). TCF3 was expressed primarily in GFRA1-positive spermatogonia, and EGF (epidermal growth factor) elevated TCF3 expression level. Notably, TCF3 enhanced the growth and DNA synthesis of human SSCs, whereas it repressed the apoptosis of human SSCs. RNA sequencing and chromatin immunoprecipitation (ChIP) assays revealed that TCF3 protein regulated the transcription of several genes, including WNT2B, TGFB3, CCN4, MEGF6, and PODXL, while PODXL silencing compromised the stem cell activity of SSCs. Moreover, the level of TCF3 protein was remarkably lower in patients with spermatogenesis failure when compared to individuals with obstructive azoospermia with normal spermatogenesis. Collectively, these results implicate that TCF3 modulates human SSC proliferation and apoptosis through PODXL. This study is of great significance since it would provide a novel molecular mechanism underlying the fate determinations of human SSCs and it could offer new targets for gene therapy of male infertility.
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Affiliation(s)
- Dai Zhou
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China.,College of Life Sciences, Hunan Normal University, Changsha, China.,Clinical Research Center for Reproduction and Genetics in Hunan Province, Changsha, China.,NHC Key Laboratory of Human Stem Cell and Reproductive Engineering, Central South University, Changsha, China
| | - Jingyu Fan
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC, United States
| | - Zhizhong Liu
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Department of Urology, Hunan Cancer Hospital, Changsha, China
| | - Ruiling Tang
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China
| | - Xingming Wang
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China
| | - Hao Bo
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China
| | - Fang Zhu
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China
| | - Xueheng Zhao
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China
| | - Zenghui Huang
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China
| | - Liu Xing
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China
| | - Ke Tao
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China.,The Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Hunan Normal University School of Medicine, Changsha, China
| | - Han Zhang
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China
| | - Hongchuan Nie
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China
| | - Huan Zhang
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China
| | - Wenbing Zhu
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China
| | - Zuping He
- The Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Hunan Normal University School of Medicine, Changsha, China
| | - Liqing Fan
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medicine Science, Central South University, Changsha, China.,Reproductive & Genetic Hospital of CITIC-Xiangya, Changsha, China.,Clinical Research Center for Reproduction and Genetics in Hunan Province, Changsha, China.,NHC Key Laboratory of Human Stem Cell and Reproductive Engineering, Central South University, Changsha, China
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26
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Tan K, Song HW, Wilkinson MF. RHOX10 drives mouse spermatogonial stem cell establishment through a transcription factor signaling cascade. Cell Rep 2021; 36:109423. [PMID: 34289349 PMCID: PMC8357189 DOI: 10.1016/j.celrep.2021.109423] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 05/17/2021] [Accepted: 06/28/2021] [Indexed: 12/31/2022] Open
Abstract
Spermatogonial stem cells (SSCs) are essential for male fertility. Here, we report that mouse SSC generation is driven by a transcription factor (TF) cascade controlled by the homeobox protein, RHOX10, which acts by driving the differentiation of SSC precursors called pro-spermatogonia (ProSG). We identify genes regulated by RHOX10 in ProSG in vivo and define direct RHOX10-target genes using several approaches, including a rapid temporal induction assay: iSLAMseq. Together, these approaches identify temporal waves of RHOX10 direct targets, as well as RHOX10 secondary-target genes. Many of the RHOX10-regulated genes encode proteins with known roles in SSCs. Using an in vitro ProSG differentiation assay, we find that RHOX10 promotes mouse ProSG differentiation through a conserved transcriptional cascade involving the key germ-cell TFs DMRT1 and ZBTB16. Our study gives important insights into germ cell development and provides a blueprint for how to define TF cascades.
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Affiliation(s)
- Kun Tan
- Department of Obstetrics, Gynecology, and Reproductive Sciences, School of Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Hye-Won Song
- Department of Obstetrics, Gynecology, and Reproductive Sciences, School of Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Miles F Wilkinson
- Department of Obstetrics, Gynecology, and Reproductive Sciences, School of Medicine, University of California, San Diego, La Jolla, CA 92093, USA; Institute of Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA.
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27
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Penev A, Bazley A, Shen M, Boeke JD, Savage SA, Sfeir A. Alternative splicing is a developmental switch for hTERT expression. Mol Cell 2021; 81:2349-2360.e6. [PMID: 33852895 PMCID: PMC8943697 DOI: 10.1016/j.molcel.2021.03.033] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 03/17/2021] [Accepted: 03/19/2021] [Indexed: 01/02/2023]
Abstract
Telomere length control is critical for cellular lifespan and tumor suppression. Telomerase is transiently activated in the inner cell mass of the developing blastocyst to reset telomere reserves. Its silencing upon differentiation leads to gradual telomere shortening in somatic cells. Here, we report that transcriptional regulation through cis-regulatory elements only partially accounts for telomerase activation in pluripotent cells. Instead, developmental control of telomerase is primarily driven by an alternative splicing event, centered around hTERT exon 2. Skipping of exon 2 triggers hTERT mRNA decay in differentiated cells, and conversely, its retention promotes telomerase accumulation in pluripotent cells. We identify SON as a regulator of exon 2 alternative splicing and report a patient carrying a SON mutation and suffering from insufficient telomerase and short telomeres. In summary, our study highlights a critical role for hTERT alternative splicing in the developmental regulation of telomerase and implicates defective splicing in telomere biology disorders.
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Affiliation(s)
- Alex Penev
- Skirball Institute of Biomolecular Medicine, Department of Cell Biology, NYU School of Medicine, New York, NY 10016, USA
| | - Andrew Bazley
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY 10016, USA
| | - Michael Shen
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY 10016, USA
| | - Jef D Boeke
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY 10016, USA; Department of Biomedical Engineering, NYU Tandon School of Engineering, Brooklyn, NY 11201, USA
| | - Sharon A Savage
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20892, USA
| | - Agnel Sfeir
- Skirball Institute of Biomolecular Medicine, Department of Cell Biology, NYU School of Medicine, New York, NY 10016, USA.
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28
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Vivori C, Papasaikas P, Stadhouders R, Di Stefano B, Rubio AR, Balaguer CB, Generoso S, Mallol A, Sardina JL, Payer B, Graf T, Valcárcel J. Dynamics of alternative splicing during somatic cell reprogramming reveals functions for RNA-binding proteins CPSF3, hnRNP UL1, and TIA1. Genome Biol 2021; 22:171. [PMID: 34082786 PMCID: PMC8173870 DOI: 10.1186/s13059-021-02372-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 05/05/2021] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Somatic cell reprogramming is the process that allows differentiated cells to revert to a pluripotent state. In contrast to the extensively studied rewiring of epigenetic and transcriptional programs required for reprogramming, the dynamics of post-transcriptional changes and their associated regulatory mechanisms remain poorly understood. Here we study the dynamics of alternative splicing changes occurring during efficient reprogramming of mouse B cells into induced pluripotent stem (iPS) cells and compare them to those occurring during reprogramming of mouse embryonic fibroblasts. RESULTS We observe a significant overlap between alternative splicing changes detected in the two reprogramming systems, which are generally uncoupled from changes in transcriptional levels. Correlation between gene expression of potential regulators and specific clusters of alternative splicing changes enables the identification and subsequent validation of CPSF3 and hnRNP UL1 as facilitators, and TIA1 as repressor of mouse embryonic fibroblasts reprogramming. We further find that these RNA-binding proteins control partially overlapping programs of splicing regulation, involving genes relevant for developmental and morphogenetic processes. CONCLUSIONS Our results reveal common programs of splicing regulation during reprogramming of different cell types and identify three novel regulators of this process and their targets.
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Affiliation(s)
- Claudia Vivori
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
- Present address: The Francis Crick Institute, 1 Midland Road, London, NW1 1AT UK
| | - Panagiotis Papasaikas
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
- Present address: Friedrich Miescher Institute for Biomedical Research, Maulbeerstrasse 66/Swiss Institute of Bioinformatics, 4058 Basel, Switzerland
| | - Ralph Stadhouders
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
- Present address: Departments of Pulmonary Medicine and Cell Biology, Erasmus MC, Rotterdam, The Netherlands
| | - Bruno Di Stefano
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
- Present address: Department of Molecular and Cellular Biology, Baylor College of Medicine, One Baylor Plaza, Alkek Bldg Room N1020, Houston, TX 77030 USA
| | - Anna Ribó Rubio
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
| | - Clara Berenguer Balaguer
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
- Present address: Josep Carreras Leukaemia Research Institute, Carretera de Can Ruti, Camí de les Escoles, s/n, 08916 Badalona, Spain
| | - Serena Generoso
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
| | - Anna Mallol
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
| | - José Luis Sardina
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
- Present address: Josep Carreras Leukaemia Research Institute, Carretera de Can Ruti, Camí de les Escoles, s/n, 08916 Badalona, Spain
| | - Bernhard Payer
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
| | - Thomas Graf
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
| | - Juan Valcárcel
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Carrer del Dr. Aiguader 88, 08003 Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Passeig Lluís Companys 23, 08010 Barcelona, Spain
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29
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Yoshikawa G, Miyazaki K, Ogata H, Miyazaki M. The Evolution of Rag Gene Enhancers and Transcription Factor E and Id Proteins in the Adaptive Immune System. Int J Mol Sci 2021; 22:ijms22115888. [PMID: 34072618 PMCID: PMC8199221 DOI: 10.3390/ijms22115888] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 05/23/2021] [Accepted: 05/24/2021] [Indexed: 11/17/2022] Open
Abstract
Adaptive immunity relies on the V(D)J DNA recombination of immunoglobulin (Ig) and T cell receptor (TCR) genes, which enables the recognition of highly diverse antigens and the elicitation of antigen-specific immune responses. This process is mediated by recombination-activating gene (Rag) 1 and Rag2 (Rag1/2), whose expression is strictly controlled in a cell type-specific manner; the expression of Rag1/2 genes represents a hallmark of lymphoid lineage commitment. Although Rag genes are known to be evolutionally conserved among jawed vertebrates, how Rag genes are regulated by lineage-specific transcription factors (TFs) and how their regulatory system evolved among vertebrates have not been fully elucidated. Here, we reviewed the current body of knowledge concerning the cis-regulatory elements (CREs) of Rag genes and the evolution of the basic helix-loop-helix TF E protein regulating Rag gene CREs, as well as the evolution of the antagonist of this protein, the Id protein. This may help to understand how the adaptive immune system develops along with the evolution of responsible TFs and enhancers.
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Affiliation(s)
- Genki Yoshikawa
- Bioinformatics Center, Institute for Chemical Research, Kyoto University, Uji 611-0011, Japan;
| | - Kazuko Miyazaki
- Laboratory of Immunology, Institute for Frontier Life and Medical Sciences, Kyoto University, Kyoto 606-8507, Japan;
| | - Hiroyuki Ogata
- Bioinformatics Center, Institute for Chemical Research, Kyoto University, Uji 611-0011, Japan;
- Correspondence: (H.O.); (M.M.)
| | - Masaki Miyazaki
- Laboratory of Immunology, Institute for Frontier Life and Medical Sciences, Kyoto University, Kyoto 606-8507, Japan;
- Correspondence: (H.O.); (M.M.)
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30
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Conboy JG. Unannotated splicing regulatory elements in deep intron space. WILEY INTERDISCIPLINARY REVIEWS-RNA 2021; 12:e1656. [PMID: 33887804 DOI: 10.1002/wrna.1656] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 03/14/2021] [Accepted: 03/23/2021] [Indexed: 12/21/2022]
Abstract
Deep intron space harbors a diverse array of splicing regulatory elements that cooperate with better-known exon-proximal elements to enforce proper tissue-specific and development-specific pre-mRNA processing. Many deep intron elements have been highly conserved through vertebrate evolution, yet remain poorly annotated in the human genome. Recursive splicing exons (RS-exons) and intraexons promote noncanonical, multistep resplicing pathways in long introns, involving transient intermediate structures that are greatly underrepresented in RNA-seq datasets. Decoy splice sites and decoy exons act at a distance to inhibit splicing catalysis at annotated splice sites, with functional consequences such as exon skipping and intron retention. RNA:RNA bridges can juxtapose distant sequences within or across introns to activate deep intron splicing enhancers and silencers, to loop out exons to be skipped, or to select one member of a mutually exclusive set of exons. Similarly, protein bridges mediated by interactions among transcript-bound RNA binding proteins (RBPs) can modulate splicing outcomes. Experimental disruption of deep intron elements serving any of these functions can abrogate normal splicing, strongly suggesting that natural mutations of deep intron elements can do likewise to cause human disease. Understanding noncanonical splicing pathways and discovering deep intron regulatory signals, many of which map hundreds to many thousands of nucleotides from annotated splice junctions, is of great academic interest for basic scientists studying alternative splicing mechanisms. Hopefully, this knowledge coupled with increased analysis of deep intron sequences will also have important medical applications, as better interpretation of deep intron mutations may reveal new disease mechanisms and suggest new therapies. This article is categorized under: RNA Processing > Splicing Regulation/Alternative Splicing.
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Affiliation(s)
- John G Conboy
- Lawrence Berkeley National Laboratory, Biological Systems and Engineering Division, Berkeley, California, USA
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31
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Xu J, Li F, Gao Y, Guo R, Ding L, Fu M, Yi Y, Chen H, Xiao ZXJ, Niu M. E47 upregulates ΔNp63α to promote growth of squamous cell carcinoma. Cell Death Dis 2021; 12:381. [PMID: 33833226 PMCID: PMC8032790 DOI: 10.1038/s41419-021-03662-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 03/17/2021] [Accepted: 03/23/2021] [Indexed: 12/28/2022]
Abstract
Targeted therapy has greatly improved both survival and prognosis of cancer patients. However, while therapeutic treatment of adenocarcinoma has been advanced greatly, progress in treatment of squamous cell carcinoma (SCC) has been slow and ineffective. Therefore, it is of great importance to decipher mechanisms and identify new drug targets involved in squamous cell carcinoma development. In this study, we demonstrate that E47 plays the distinctive and opposite roles on cell proliferation in adenocarcinoma and squamous cell carcinoma. While E47 suppresses cell proliferation in adenocarcinoma cells, it functions as a oncoprotein to promote cell proliferation and tumor growth of squamous cell carcinoma. Mechanistically, we show that E47 can directly bind to the promoter and transactivate ΔNp63 gene expression in squamous cell carcinoma cells, resulting in upregulation of cyclins D1/E1 and downregulation of p21, and thereby promoting cell proliferation and tumor growth. We further show that expression of E2A (E12/E47) is positively correlated with p63 and that high expression of E2A is associated with poor outcomes in clinical samples of squamous cell carcinoma. These results highlight that the E47-ΔNp63α axis may be potential therapeutic targets for treatment of squamous cell carcinoma.
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Affiliation(s)
- Jing Xu
- Center of Growth, Metabolism and Aging, Key Laboratory of Bio-Resource and Eco-Environment, Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China
| | - Fengtian Li
- Center of Growth, Metabolism and Aging, Key Laboratory of Bio-Resource and Eco-Environment, Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China
| | - Ya Gao
- Center of Growth, Metabolism and Aging, Key Laboratory of Bio-Resource and Eco-Environment, Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China
| | - Rongtian Guo
- Center of Growth, Metabolism and Aging, Key Laboratory of Bio-Resource and Eco-Environment, Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China
| | - Liangping Ding
- Center of Growth, Metabolism and Aging, Key Laboratory of Bio-Resource and Eco-Environment, Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China
| | - Mengyuan Fu
- Center of Growth, Metabolism and Aging, Key Laboratory of Bio-Resource and Eco-Environment, Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China
| | - Yong Yi
- Center of Growth, Metabolism and Aging, Key Laboratory of Bio-Resource and Eco-Environment, Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China
| | - Hu Chen
- Center of Growth, Metabolism and Aging, Key Laboratory of Bio-Resource and Eco-Environment, Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China
| | - Zhi-Xiong Jim Xiao
- Center of Growth, Metabolism and Aging, Key Laboratory of Bio-Resource and Eco-Environment, Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China
| | - Mengmeng Niu
- Center of Growth, Metabolism and Aging, Key Laboratory of Bio-Resource and Eco-Environment, Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China.
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32
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Chen J, Liu Y, Min J, Wang H, Li F, Xu C, Gong A, Xu M. Alternative splicing of lncRNAs in human diseases. Am J Cancer Res 2021; 11:624-639. [PMID: 33791145 PMCID: PMC7994174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Accepted: 12/17/2020] [Indexed: 06/12/2023] Open
Abstract
Alternative splicing (AS), a vital post-transcription process for eukaryote gene expression regulating, can efficiently improve gene utilization and increase the variety of RNA transcripts and proteins. However, AS of non-coding RNAs (ncRNAs) has not been paid enough attention to compared with that of protein-coding RNAs (mRNAs) for a long time. In fact, AS of ncRNAs, especially long noncoding RNAs (lncRNAs), also plays a significant regulatory role in the human disease. Recently, some bifunctional genes transcribed into both mRNA and lncRNA transcripts by AS have been observed. Here, we focus on the AS of lncRNAs and bifunctional genes producing lncRNA transcripts and propose a strategy for the future research of lncRNA AS.
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Affiliation(s)
- Jiaxi Chen
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu UniversityZhenjiang 212001, Jiangsu, China
| | - Yawen Liu
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu UniversityZhenjiang 212001, Jiangsu, China
| | - Jingyu Min
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu UniversityZhenjiang 212001, Jiangsu, China
| | - Huizhi Wang
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu UniversityZhenjiang 212001, Jiangsu, China
| | - Feifan Li
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu UniversityZhenjiang 212001, Jiangsu, China
| | - Chunhui Xu
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu UniversityZhenjiang 212001, Jiangsu, China
| | - Aihua Gong
- Department of Cell Biology, School of Medicine, Jiangsu UniversityZhenjiang 212013, Jiangsu, China
| | - Min Xu
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu UniversityZhenjiang 212001, Jiangsu, China
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33
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Wang X, Ping C, Tan P, Sun C, Liu G, Liu T, Yang S, Si Y, Zhao L, Hu Y, Jia Y, Wang X, Zhang M, Wang F, Wang D, Yu J, Ma Y, Huang Y. hnRNPLL controls pluripotency exit of embryonic stem cells by modulating alternative splicing of Tbx3 and Bptf. EMBO J 2021; 40:e104729. [PMID: 33349972 PMCID: PMC7883296 DOI: 10.15252/embj.2020104729] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 11/15/2020] [Accepted: 11/16/2020] [Indexed: 11/09/2022] Open
Abstract
The regulatory circuitry underlying embryonic stem (ES) cell self-renewal is well defined, but how this circuitry is disintegrated to enable lineage specification is unclear. RNA-binding proteins (RBPs) have essential roles in RNA-mediated gene regulation, and preliminary data suggest that they might regulate ES cell fate. By combining bioinformatic analyses with functional screening, we identified seven RBPs played important roles for the exit from pluripotency of ES cells. We characterized hnRNPLL, which mainly functions as a global regulator of alternative splicing in ES cells. Specifically, hnRNPLL promotes multiple ES cell-preferred exon skipping events during the onset of ES cell differentiation. hnRNPLL depletion thus leads to sustained expression of ES cell-preferred isoforms, resulting in a differentiation deficiency that causes developmental defects and growth impairment in hnRNPLL-KO mice. In particular, hnRNPLL-mediated alternative splicing of two transcription factors, Bptf and Tbx3, is important for pluripotency exit. These data uncover the critical role of RBPs in pluripotency exit and suggest the application of targeting RBPs in controlling ES cell fate.
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Affiliation(s)
- Xue Wang
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Department of Medical GeneticsInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
| | - Changyun Ping
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Key Laboratory of RNA Regulation and HematopoiesisDepartment of Biochemistry and Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Present address:
Department of PathologyHenan Provincial People's HospitalPeople's Hospital of Zhengzhou UniversityZhengzhouHenanChina
| | - Puwen Tan
- Department of BioinformaticsSchool of Basic Medical SciencesSouthern Medical UniversityGuangzhouChina
| | - Chenguang Sun
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Key Laboratory of RNA Regulation and HematopoiesisDepartment of Biochemistry and Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
| | - Guang Liu
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Department of Medical GeneticsInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
| | - Tao Liu
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Department of Obstetrics and GynecologyThe Third Affiliated Hospital of Chongqing Medical University (General Hospital)ChongqingChina
| | - Shuchun Yang
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Department of Medical GeneticsInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
| | - Yanmin Si
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Key Laboratory of RNA Regulation and HematopoiesisDepartment of Biochemistry and Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
| | - Lijun Zhao
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Key Laboratory of RNA Regulation and HematopoiesisDepartment of Biochemistry and Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
| | - Yongfei Hu
- Department of BioinformaticsSchool of Basic Medical SciencesSouthern Medical UniversityGuangzhouChina
| | - Yuyan Jia
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Department of Medical GeneticsInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
| | - Xiaoshuang Wang
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Key Laboratory of RNA Regulation and HematopoiesisDepartment of Biochemistry and Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
| | - Meili Zhang
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Department of Medical GeneticsInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
| | - Fang Wang
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Key Laboratory of RNA Regulation and HematopoiesisDepartment of Biochemistry and Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
| | - Dong Wang
- Department of BioinformaticsSchool of Basic Medical SciencesSouthern Medical UniversityGuangzhouChina
- Dermatology HospitalSouthern Medical UniversityGuangzhouChina
- Center for Informational BiologyUniversity of Electronic Science and Technology of ChinaChengduChina
| | - Jia Yu
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Key Laboratory of RNA Regulation and HematopoiesisDepartment of Biochemistry and Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
| | - Yanni Ma
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Key Laboratory of RNA Regulation and HematopoiesisDepartment of Biochemistry and Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
| | - Yue Huang
- State Key Laboratory of Medical Molecular BiologyInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
- Department of Medical GeneticsInstitute of Basic Medical SciencesChinese Academy of Medical SciencesSchool of Basic Medicine Peking Union Medical CollegeBeijingChina
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34
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Xie W, Zhu H, Zhao M, Wang L, Li S, Zhao C, Zhou Y, Zhu B, Jiang X, Liu W, Ren C. Crucial roles of different RNA-binding hnRNP proteins in Stem Cells. Int J Biol Sci 2021; 17:807-817. [PMID: 33767590 PMCID: PMC7975692 DOI: 10.7150/ijbs.55120] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 01/07/2021] [Indexed: 11/05/2022] Open
Abstract
The self-renewal, pluripotency and differentiation of stem cells are regulated by various genetic and epigenetic factors. As a kind of RNA binding protein (RBP), the heterogeneous nuclear ribonucleoproteins (hnRNPs) can act as "RNA scaffold" and recruit mRNA, lncRNA, microRNA and circRNA to affect mRNA splicing and processing, regulate gene transcription and post-transcriptional translation, change genome structure, and ultimately play crucial roles in the biological processes of cells. Recent researches have demonstrated that hnRNPs are irreplaceable for self-renewal and differentiation of stem cells. hnRNPs function in stem cells by multiple mechanisms, which include regulating mRNA stability, inducing alternative splicing of mRNA, epigenetically regulate gene expression, and maintaining telomerase activity and telomere length. The functions and the underlying mechanisms of hnRNPs in stem cells deserve further investigation.
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Affiliation(s)
- Wen Xie
- Cancer Research Institute, Department of Neurosurgery, School of Basic Medical Science, Xiangya Hospital, Central South University, Changsha 410008, China.,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and the Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha 410008, China
| | - Hecheng Zhu
- Cancer Research Institute, Department of Neurosurgery, School of Basic Medical Science, Xiangya Hospital, Central South University, Changsha 410008, China.,Changsha Kexin Cancer Hospital, Changsha, Hunan 410205, China
| | - Ming Zhao
- Changsha Kexin Cancer Hospital, Changsha, Hunan 410205, China
| | - Lei Wang
- Cancer Research Institute, Department of Neurosurgery, School of Basic Medical Science, Xiangya Hospital, Central South University, Changsha 410008, China.,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and the Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha 410008, China
| | - Shasha Li
- Cancer Research Institute, Department of Neurosurgery, School of Basic Medical Science, Xiangya Hospital, Central South University, Changsha 410008, China.,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and the Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha 410008, China
| | - Cong Zhao
- Cancer Research Institute, Department of Neurosurgery, School of Basic Medical Science, Xiangya Hospital, Central South University, Changsha 410008, China.,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and the Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha 410008, China
| | - Yao Zhou
- Cancer Research Institute, Department of Neurosurgery, School of Basic Medical Science, Xiangya Hospital, Central South University, Changsha 410008, China.,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and the Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha 410008, China
| | - Bin Zhu
- Cancer Research Institute, Department of Neurosurgery, School of Basic Medical Science, Xiangya Hospital, Central South University, Changsha 410008, China.,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and the Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha 410008, China
| | - Xingjun Jiang
- Cancer Research Institute, Department of Neurosurgery, School of Basic Medical Science, Xiangya Hospital, Central South University, Changsha 410008, China.,Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha 410008, China
| | - Weidong Liu
- Cancer Research Institute, Department of Neurosurgery, School of Basic Medical Science, Xiangya Hospital, Central South University, Changsha 410008, China.,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and the Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha 410008, China
| | - Caiping Ren
- Cancer Research Institute, Department of Neurosurgery, School of Basic Medical Science, Xiangya Hospital, Central South University, Changsha 410008, China.,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and the Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha 410008, China
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35
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Di Stefano AB, Grisafi F, Perez-Alea M, Castiglia M, Di Simone M, Meraviglia S, Cordova A, Moschella F, Toia F. Cell quality evaluation with gene expression analysis of spheroids (3D) and adherent (2D) adipose stem cells. Gene 2020; 768:145269. [PMID: 33148459 DOI: 10.1016/j.gene.2020.145269] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 09/14/2020] [Accepted: 10/20/2020] [Indexed: 01/16/2023]
Abstract
Adipose stem cells (ASCs) represent a reliable source of stem cells with a widely demonstrated potential in regenerative medicine and tissue engineering applications. New recent insights suggest that three-dimensional (3D) models may closely mimic the native tissue properties; spheroids from adipose derived stem cells (SASCs) exhibit enhanced regenerative abilities compared with those of 2D models. Stem cell therapy success is determined by "cell-quality"; for this reason, the involvement of stress signals and cellular aging need to be further investigated. Here, we performed a comparative analysis of genes connected with stemness, aging, telomeric length and oxidative stress, in 3D and 2D primary cultures. The expression levels of stemness-related markers and anti-aging Sirtuin1 were significantly up-regulated (P < 0.001) in SASCs-3D while gene expression of aging-related p16INK4a was increased in ASCs-2D (P < 0.001). The 3D and 2D cultures also had a different gene expression profile for genes related to telomere maintenance (Shelterin complex, RNA Binding proteins and DNA repair genes) (P < 0.01 and P < 0.001) and oxidative stress (aldehyde dehydrogenase class1 and 3) (P < 0.05, P < 0.01 and P < 0.001) and presented a striking large variation in their cellular redox state. Based on our findings, we propose a "cell quality" model of SASCs, highlighting a precise molecular expression of several genes involved with stemness (SOX2, POU5F1 and NANOG), anti-aging (SIRT1), oxidative stress (ALDH3) and telomeres maintenance.
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Affiliation(s)
- Anna Barbara Di Stefano
- BIOPLAST-Laboratory of BIOlogy and Regenerative Medicine-PLASTic Surgery, Plastic and Reconstructive Surgery, Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy.
| | - Federica Grisafi
- BIOPLAST-Laboratory of BIOlogy and Regenerative Medicine-PLASTic Surgery, Plastic and Reconstructive Surgery, Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Mileidys Perez-Alea
- Advanced BioDesign, Parc Technologique de Lyon, Woodstock - Bâtiment Cèdre 1, Saint Priest, France
| | - Marta Castiglia
- Medical Oncology, Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Marta Di Simone
- Central Laboratory of Advanced Diagnosis and Biomedical Research (CLADIBIOR), University of Palermo, Palermo, Italy; Department of Biomedicine, Neurosciences and Advanced Diagnosis, University of Palermo, Palermo, Italy
| | - Serena Meraviglia
- Central Laboratory of Advanced Diagnosis and Biomedical Research (CLADIBIOR), University of Palermo, Palermo, Italy; Department of Biomedicine, Neurosciences and Advanced Diagnosis, University of Palermo, Palermo, Italy
| | - Adriana Cordova
- BIOPLAST-Laboratory of BIOlogy and Regenerative Medicine-PLASTic Surgery, Plastic and Reconstructive Surgery, Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy; Plastic and Reconstructive Surgery, Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy; Plastic and Reconstructive Surgery, Department of Oncology, Azienda Ospedaliera Universitaria Policlinico "Paolo Giaccone", 90127 Palermo, Italy
| | - Francesco Moschella
- BIOPLAST-Laboratory of BIOlogy and Regenerative Medicine-PLASTic Surgery, Plastic and Reconstructive Surgery, Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Francesca Toia
- BIOPLAST-Laboratory of BIOlogy and Regenerative Medicine-PLASTic Surgery, Plastic and Reconstructive Surgery, Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy; Plastic and Reconstructive Surgery, Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy; Plastic and Reconstructive Surgery, Department of Oncology, Azienda Ospedaliera Universitaria Policlinico "Paolo Giaccone", 90127 Palermo, Italy
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36
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Habowski AN, Flesher JL, Bates JM, Tsai CF, Martin K, Zhao R, Ganesan AK, Edwards RA, Shi T, Wiley HS, Shi Y, Hertel KJ, Waterman ML. Transcriptomic and proteomic signatures of stemness and differentiation in the colon crypt. Commun Biol 2020; 3:453. [PMID: 32814826 PMCID: PMC7438495 DOI: 10.1038/s42003-020-01181-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 07/16/2020] [Indexed: 02/07/2023] Open
Abstract
Intestinal stem cells are non-quiescent, dividing epithelial cells that rapidly differentiate into progenitor cells of the absorptive and secretory cell lineages. The kinetics of this process is rapid such that the epithelium is replaced weekly. To determine how the transcriptome and proteome keep pace with rapid differentiation, we developed a new cell sorting method to purify mouse colon epithelial cells. Here we show that alternative mRNA splicing and polyadenylation dominate changes in the transcriptome as stem cells differentiate into progenitors. In contrast, as progenitors differentiate into mature cell types, changes in mRNA levels dominate the transcriptome. RNA processing targets regulators of cell cycle, RNA, cell adhesion, SUMOylation, and Wnt and Notch signaling. Additionally, global proteome profiling detected >2,800 proteins and revealed RNA:protein patterns of abundance and correlation. Paired together, these data highlight new potentials for autocrine and feedback regulation and provide new insights into cell state transitions in the crypt.
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Affiliation(s)
- Amber N Habowski
- Department of Microbiology and Molecular Genetics, University of California Irvine, Irvine, CA, 92697, USA
| | - Jessica L Flesher
- Department of Biological Chemistry, University of California Irvine, Irvine, CA, 92697, USA
| | - Jennifer M Bates
- Institute for Immunology, University of California Irvine, Irvine, CA, 92697, USA
| | - Chia-Feng Tsai
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99354, USA
| | - Kendall Martin
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99354, USA
| | - Rui Zhao
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA, 99354, USA
| | - Anand K Ganesan
- Department of Biological Chemistry, University of California Irvine, Irvine, CA, 92697, USA
- Department of Dermatology, University of California Irvine, Irvine, CA, 92697, USA
| | - Robert A Edwards
- Department of Pathology and Laboratory Medicine, University of California Irvine, Irvine, CA, 92697, USA
| | - Tujin Shi
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99354, USA
| | - H Steven Wiley
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA, 99354, USA
| | - Yongsheng Shi
- Department of Microbiology and Molecular Genetics, University of California Irvine, Irvine, CA, 92697, USA
| | - Klemens J Hertel
- Department of Microbiology and Molecular Genetics, University of California Irvine, Irvine, CA, 92697, USA
| | - Marian L Waterman
- Department of Microbiology and Molecular Genetics, University of California Irvine, Irvine, CA, 92697, USA.
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37
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Jantrapirom S, Lo Piccolo L, Pruksakorn D, Potikanond S, Nimlamool W. Ubiquilin Networking in Cancers. Cancers (Basel) 2020; 12:E1586. [PMID: 32549375 PMCID: PMC7352256 DOI: 10.3390/cancers12061586] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 06/11/2020] [Accepted: 06/11/2020] [Indexed: 12/13/2022] Open
Abstract
Ubiquilins or UBQLNs, members of the ubiquitin-like and ubiquitin-associated domain (UBL-UBA) protein family, serve as adaptors to coordinate the degradation of specific substrates via both proteasome and autophagy pathways. The UBQLN substrates reveal great diversity and impact a wide range of cellular functions. For decades, researchers have been attempting to uncover a puzzle and understand the role of UBQLNs in human cancers, particularly in the modulation of oncogene's stability and nucleotide excision repair. In this review, we summarize the UBQLNs' genetic variants that are associated with the most common cancers and also discuss their reliability as a prognostic marker. Moreover, we provide an overview of the UBQLNs networks that are relevant to cancers in different ways, including cell cycle, apoptosis, epithelial-mesenchymal transition, DNA repairs and miRNAs. Finally, we include a future prospective on novel ubiquilin-based cancer therapies.
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Affiliation(s)
- Salinee Jantrapirom
- Department of Pharmacology, Faculty of Medicine, Chiang Mai University, Muang, Chiang Mai 50200, Thailand; (S.J.); (S.P.)
| | - Luca Lo Piccolo
- Omics Center for Health Science, Faculty of Medicine, Chiang Mai University, Muang, Chiang Mai 50200, Thailand; (L.L.P.); (D.P.)
| | - Dumnoensun Pruksakorn
- Omics Center for Health Science, Faculty of Medicine, Chiang Mai University, Muang, Chiang Mai 50200, Thailand; (L.L.P.); (D.P.)
- Department of Orthopedics, Orthopedic Laboratory and Research Network Center (OLARN), Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
- Excellence Center in Osteology Research and Training Center (ORTC), Chiang Mai University, Chiang Mai 50200, Thailand
| | - Saranyapin Potikanond
- Department of Pharmacology, Faculty of Medicine, Chiang Mai University, Muang, Chiang Mai 50200, Thailand; (S.J.); (S.P.)
- Research Center of Pharmaceutical Nanotechnology, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Wutigri Nimlamool
- Department of Pharmacology, Faculty of Medicine, Chiang Mai University, Muang, Chiang Mai 50200, Thailand; (S.J.); (S.P.)
- Research Center of Pharmaceutical Nanotechnology, Chiang Mai University, Chiang Mai 50200, Thailand
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38
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Yamazaki T, Liu L, Conlon EG, Manley JL. Burkitt lymphoma-related TCF3 mutations alter TCF3 alternative splicing by disrupting hnRNPH1 binding. RNA Biol 2020; 17:1383-1390. [PMID: 32449435 DOI: 10.1080/15476286.2020.1772559] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Burkitt lymphoma (BL) is an aggressive B-cell lymphoma characterized by translocation and deregulation of the proto-oncogene c-MYC. Transcription factor 3 (TCF3) has also been shown to be involved in BL pathogenesis. In BL, TCF3 is constitutively active, and/or expression of its transcriptional targets are altered as a result of BL-associated mutations. Here, we found that BL-related TCF3 mutations affect TCF3 alternative splicing, in part by reducing binding of the splicing regulator hnRNPH1 to exon 18b. This leads to greater exon 18b inclusion, thereby generating more of the mutated E47 isoform of TCF3. Interestingly, upregulation of E47 dysregulates the expression of TCF3 targets PTPN6, and perhaps CCND3, which are known to be involved in BL pathogenesis. Our findings thus reveal a mechanism by which TCF3 somatic mutations affect multilayered gene regulation underlying BL pathogenesis.
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Affiliation(s)
- Takashi Yamazaki
- Department of Biological Sciences, Columbia University , New York, NY, USA.,Neuroscience Drug Discovery Unit, Takeda Pharmaceutical Co. Ltd ., Fujisawa, Japan
| | - Lizhi Liu
- Department of Biological Sciences, Columbia University , New York, NY, USA
| | - Erin G Conlon
- Department of Biological Sciences, Columbia University , New York, NY, USA.,Laboratory of Molecular Neuro-oncology, Rockefeller University , New York, NY, USA
| | - James L Manley
- Department of Biological Sciences, Columbia University , New York, NY, USA
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39
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Herviou P, Le Bras M, Dumas L, Hieblot C, Gilhodes J, Cioci G, Hugnot JP, Ameadan A, Guillonneau F, Dassi E, Cammas A, Millevoi S. hnRNP H/F drive RNA G-quadruplex-mediated translation linked to genomic instability and therapy resistance in glioblastoma. Nat Commun 2020; 11:2661. [PMID: 32461552 PMCID: PMC7253433 DOI: 10.1038/s41467-020-16168-x] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Accepted: 04/14/2020] [Indexed: 01/01/2023] Open
Abstract
RNA G-quadruplexes (RG4s) are four-stranded structures known to control mRNA translation of cancer relevant genes. RG4 formation is pervasive in vitro but not in cellulo, indicating the existence of poorly characterized molecular machinery that remodels RG4s and maintains them unfolded. Here, we performed a quantitative proteomic screen to identify cytosolic proteins that interact with a canonical RG4 in its folded and unfolded conformation. Our results identified hnRNP H/F as important components of the cytoplasmic machinery modulating the structural integrity of RG4s, revealed their function in RG4-mediated translation and uncovered the underlying molecular mechanism impacting the cellular stress response linked to the outcome of glioblastoma. RNA G-quadruplexes (RG4s) have been functionally linked to cancer gene expression. Here, Herviou, Le Bras et al. have identified the protein machinery modulating RG4s and reveal the role and mechanism of hnRNP H/F and DHX36 in RG4-mediated translational regulation affecting cancer treatment in glioblastoma.
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Affiliation(s)
- Pauline Herviou
- Cancer Research Center of Toulouse (CRCT), INSERM UMR 1037, 31037, Toulouse, France.,Université Toulouse III Paul Sabatier, 31330, Toulouse, France.,Laboratoire d'Excellence "TOUCAN", Toulouse, France
| | - Morgane Le Bras
- Cancer Research Center of Toulouse (CRCT), INSERM UMR 1037, 31037, Toulouse, France.,Université Toulouse III Paul Sabatier, 31330, Toulouse, France.,Laboratoire d'Excellence "TOUCAN", Toulouse, France
| | - Leïla Dumas
- Cancer Research Center of Toulouse (CRCT), INSERM UMR 1037, 31037, Toulouse, France.,Université Toulouse III Paul Sabatier, 31330, Toulouse, France.,Laboratoire d'Excellence "TOUCAN", Toulouse, France
| | - Corinne Hieblot
- Cancer Research Center of Toulouse (CRCT), INSERM UMR 1037, 31037, Toulouse, France.,Université Toulouse III Paul Sabatier, 31330, Toulouse, France.,Laboratoire d'Excellence "TOUCAN", Toulouse, France
| | - Julia Gilhodes
- Institut Universitaire du Cancer de Toulouse-Oncopole, 31100, Toulouse, France
| | - Gianluca Cioci
- TBI, Université de Toulouse, CNRS, INRA, INSA, Toulouse, France
| | - Jean-Philippe Hugnot
- INSERM U1051, Institute for Neurosciences, Hôpital Saint Eloi, Université de Montpellier 2, 34090, Montpellier, France
| | - Alfred Ameadan
- Plateforme Protéomique 3P5, Université de Paris, Inserm U1016-institut Cochin, Labex GReX, 22 rue Méchain, 75014, Paris, France
| | - François Guillonneau
- Plateforme Protéomique 3P5, Université de Paris, Inserm U1016-institut Cochin, Labex GReX, 22 rue Méchain, 75014, Paris, France
| | - Erik Dassi
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento Via Sommarive 9, 38123, Trento, Italy.
| | - Anne Cammas
- Cancer Research Center of Toulouse (CRCT), INSERM UMR 1037, 31037, Toulouse, France. .,Université Toulouse III Paul Sabatier, 31330, Toulouse, France. .,Laboratoire d'Excellence "TOUCAN", Toulouse, France.
| | - Stefania Millevoi
- Cancer Research Center of Toulouse (CRCT), INSERM UMR 1037, 31037, Toulouse, France. .,Université Toulouse III Paul Sabatier, 31330, Toulouse, France. .,Laboratoire d'Excellence "TOUCAN", Toulouse, France.
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40
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Chua BA, Van Der Werf I, Jamieson C, Signer RAJ. Post-Transcriptional Regulation of Homeostatic, Stressed, and Malignant Stem Cells. Cell Stem Cell 2020; 26:138-159. [PMID: 32032524 PMCID: PMC7158223 DOI: 10.1016/j.stem.2020.01.005] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Cellular identity is not driven by differences in genomic content but rather by epigenomic, transcriptomic, and proteomic heterogeneity. Although regulation of the epigenome plays a key role in shaping stem cell hierarchies, differential expression of transcripts only partially explains protein abundance. The epitranscriptome, translational control, and protein degradation have emerged as fundamental regulators of proteome complexity that regulate stem cell identity and function. Here, we discuss how post-transcriptional mechanisms enable stem cell homeostasis and responsiveness to developmental cues and environmental stressors by rapidly shaping the content of their proteome and how these processes are disrupted in pre-malignant and malignant states.
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Affiliation(s)
- Bernadette A Chua
- Division of Regenerative Medicine, Department of Medicine, Moores Cancer Center, University of California San Diego, La Jolla, CA, 92093 USA
| | - Inge Van Der Werf
- Division of Regenerative Medicine, Department of Medicine, Moores Cancer Center, University of California San Diego, La Jolla, CA, 92093 USA; Sanford Stem Cell Clinical Center, La Jolla, CA 92037, USA
| | - Catriona Jamieson
- Division of Regenerative Medicine, Department of Medicine, Moores Cancer Center, University of California San Diego, La Jolla, CA, 92093 USA; Sanford Stem Cell Clinical Center, La Jolla, CA 92037, USA.
| | - Robert A J Signer
- Division of Regenerative Medicine, Department of Medicine, Moores Cancer Center, University of California San Diego, La Jolla, CA, 92093 USA.
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41
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An Intricate Connection between Alternative Splicing and Phenotypic Plasticity in Development and Cancer. Cells 2019; 9:cells9010034. [PMID: 31877720 PMCID: PMC7016785 DOI: 10.3390/cells9010034] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 12/10/2019] [Accepted: 12/18/2019] [Indexed: 12/12/2022] Open
Abstract
During tumor progression, hypoxia, nutrient deprivation or changes in the extracellular environment (i.e., induced by anti-cancer drugs) elicit adaptive responses in cancer cells. Cellular plasticity increases the chance that tumor cells may survive in a challenging microenvironment, acquire new mechanisms of resistance to conventional drugs, and spread to distant sites. Re-activation of stem pathways appears as a significant cause of cellular plasticity because it promotes the acquisition of stem-like properties through a profound phenotypic reprogramming of cancer cells. In addition, it is a major contributor to tumor heterogeneity, depending on the coexistence of phenotypically distinct subpopulations in the same tumor bulk. Several cellular mechanisms may drive this fundamental change, in particular, high-throughput sequencing technologies revealed a key role for alternative splicing (AS). Effectively, AS is one of the most important pre-mRNA processes that increases the diversity of transcriptome and proteome in a tissue- and development-dependent manner. Moreover, defective AS has been associated with several human diseases. However, its role in cancer cell plasticity and tumor heterogeneity remains unclear. Therefore, unravelling the intricate relationship between AS and the maintenance of a stem-like phenotype may explain molecular mechanisms underlying cancer cell plasticity and improve cancer diagnosis and treatment.
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42
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Xu C, Xie N, Su Y, Sun Z, Liang Y, Zhang N, Liu D, Jia S, Xing X, Han L, Li G, Tong T, Chen J. HnRNP F/H associate with hTERC and telomerase holoenzyme to modulate telomerase function and promote cell proliferation. Cell Death Differ 2019; 27:1998-2013. [PMID: 31863069 PMCID: PMC7244589 DOI: 10.1038/s41418-019-0483-6] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 12/09/2019] [Accepted: 12/10/2019] [Indexed: 12/16/2022] Open
Abstract
Human telomerase RNA component hTERC comprises multiple motifs that contribute to hTERC biogenesis, holoenzyme activity, and enzyme recruitment to telomeres. hTERC contains several guanine tracts (G-tracts) at its 5′-end, but its associated proteins and potential roles in telomerase function are still poorly understood. The heterogeneous nuclear ribonucleoproteins F, H1, and H2 (hnRNP F/H) are splicing factors that preferentially bind to poly(G)-rich sequences RNA. Here, we demonstrate that hnRNP F/H associate with both hTERC and telomerase holoenzyme to regulate telomerase activity. We reveal hnRNP F/H bind to the 5′-end region of hTERC in vitro and in vivo, and identify the first three G-tracts of hTERC and qRRM1 domain of hnRNP F/H are required for their interaction. Furthermore, hnRNP F/H also directly interact with telomerase holoenzyme. Functionally, we show that hnRNP F/H plays important roles in modulating telomerase activity and telomere length. Moreover, hnRNP F/H deletion greatly impair cancer and stem cell proliferation, and induce stem cell senescence, while hnRNP F/H overexpression delay stem cell senescence. Collectively, our findings unveil a novel role of hnRNP F/H as the binding partners of hTERC and telomerase holoenzyme to regulate telomerase function.
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Affiliation(s)
- Chenzhong Xu
- Peking University Research Center on Aging, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Science, Peking University, Beijing, 100191, China
| | - Nan Xie
- Department of Physiology and Pathophysiology, School of Basic Medical Science, Peking University, Beijing, 100191, China
| | - Yuanyuan Su
- Peking University Research Center on Aging, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Science, Peking University, Beijing, 100191, China
| | - Zhaomeng Sun
- Peking University Research Center on Aging, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Science, Peking University, Beijing, 100191, China
| | - Yao Liang
- Peking University Research Center on Aging, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Science, Peking University, Beijing, 100191, China
| | - Na Zhang
- Peking University Research Center on Aging, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Science, Peking University, Beijing, 100191, China
| | - Doudou Liu
- Peking University Research Center on Aging, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Science, Peking University, Beijing, 100191, China
| | - Shuqin Jia
- Department of Molecular Diagnostics, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Xiaofang Xing
- Department of Molecular Diagnostics, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Limin Han
- Peking University Research Center on Aging, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Science, Peking University, Beijing, 100191, China
| | - Guodong Li
- Peking University Research Center on Aging, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Science, Peking University, Beijing, 100191, China
| | - Tanjun Tong
- Peking University Research Center on Aging, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Science, Peking University, Beijing, 100191, China
| | - Jun Chen
- Peking University Research Center on Aging, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Department of Biochemistry and Molecular Biology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Science, Peking University, Beijing, 100191, China.
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43
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Boskovic A, Bing XY, Kaymak E, Rando OJ. Control of noncoding RNA production and histone levels by a 5' tRNA fragment. Genes Dev 2019; 34:118-131. [PMID: 31831626 PMCID: PMC6938667 DOI: 10.1101/gad.332783.119] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 11/20/2019] [Indexed: 12/29/2022]
Abstract
In this study Boskovic et al. set out to elucidate the functions of a small RNA derived from the 5’ end of mature tRNA-Gly-GCC. Using several genomic, biochemical, and molecular methods, the authors reveal a conserved mechanism for 5’ tRNA fragment control of noncoding RNA biogenesis and global chromatin organization. Small RNAs derived from mature tRNAs, referred to as tRNA fragments or “tRFs,” are an emerging class of regulatory RNAs with poorly understood functions. We recently identified a role for one specific tRF—5′ tRF-Gly-GCC, or tRF-GG—as a repressor of genes associated with the endogenous retroelement MERVL, but the mechanistic basis for this regulation was unknown. Here, we show that tRF-GG plays a role in production of a wide variety of noncoding RNAs—snoRNAs, scaRNAs, and snRNAs—that are dependent on Cajal bodies for stability and activity. Among these noncoding RNAs, regulation of the U7 snRNA by tRF-GG modulates heterochromatin-mediated transcriptional repression of MERVL elements by supporting an adequate supply of histone proteins. Importantly, the effects of inhibiting tRF-GG on histone mRNA levels, on activity of a histone 3′ UTR reporter, and ultimately on MERVL regulation could all be suppressed by manipulating U7 RNA levels. We additionally show that the related RNA-binding proteins hnRNPF and hnRNPH bind directly to tRF-GG, and are required for Cajal body biogenesis, positioning these proteins as strong candidates for effectors of tRF-GG function in vivo. Together, our data reveal a conserved mechanism for 5′ tRNA fragment control of noncoding RNA biogenesis and, consequently, global chromatin organization.
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Affiliation(s)
- Ana Boskovic
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Xin Yang Bing
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Ebru Kaymak
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Oliver J Rando
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
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44
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Li F, Su M, Zhao H, Xie W, Cao S, Xu Y, Chen W, Wang L, Hou L, Tan W. HnRNP-F promotes cell proliferation by regulating TPX2 in bladder cancer. Am J Transl Res 2019; 11:7035-7048. [PMID: 31814907 PMCID: PMC6895536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Accepted: 09/30/2019] [Indexed: 06/10/2023]
Abstract
Heterogeneous nuclear ribonucleoprotein F (hnRNP-F) is crucial for gene expression and signal transduction as a tumor-promoting molecule with the ability to promote cell proliferation in various cancers. However, the role and mechanism of hnRNP-F in bladder cancer (BC) remain unclear. Therefore, we investigated the effect of hnRNP-F on the proliferation of BC cells and the potential mechanism. In this study, hnRNP-F was found to be upregulated in BC tissues and cells by western blotting. The knockdown of hnRNP-F could inhibit proliferation and delay cell cycle progression in EJ and UMUC-3 cells. Mechanistically, hnRNP-F was shown to bind to Targeting protein for Xenopus kinesin-like protein 2 (TPX2) by mass spectrometry and coimmunoprecipitation. Furthermore, Pearson correlation analysis showed that the expression of hnRNP-F was positively associated with that of TPX2 in BC tissues (P<0.001, r=0.8180). Notably, TPX2 was correspondingly markedly decreased in cells upon hnRNP-F knockdown. In addition, the decrease in TPX2 after hnRNP-F knockdown further decreased cyclin D1 protein expression and evoked p21 protein expression, eventually resulting in cell cycle arrest and proliferation inhibition in BC cells. Moreover, the overexpression of TPX2 protein was found to reverse the effect of hnRNP-F knockdown on the cell cycle and cell proliferation in BC cells. In conclusion, these findings suggest that hnRNP-F could promote cell proliferation and drive cell cycle progression by regulating TPX2 in BC, which may serve as a potential target for the treatment of BC patients.
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Affiliation(s)
- Fei Li
- Department of Urology, Nanfang Hospital, Southern Medical UniversityGuangzhou 510515, Guangdong, P. R. China
| | - Mingqiang Su
- Department of Urology, Nanfang Hospital, Southern Medical UniversityGuangzhou 510515, Guangdong, P. R. China
- Department of Urology, Zigong Fourth People’s HospitalZigong 643000, Sichuan, P. R. China
| | - Hongfan Zhao
- Department of Urology, Nanfang Hospital, Southern Medical UniversityGuangzhou 510515, Guangdong, P. R. China
| | - Weiwei Xie
- Department of Urology, Nanfang Hospital, Southern Medical UniversityGuangzhou 510515, Guangdong, P. R. China
| | - Sai Cao
- Department of Thoracic Surgery, Nanfang Hospital, Southern Medical UniversityGuangzhou 510515, Guangdong, P. R. China
| | - Ying Xu
- Department of Urology, Nanfang Hospital, Southern Medical UniversityGuangzhou 510515, Guangdong, P. R. China
| | - Weihong Chen
- Department of Urology, Nanfang Hospital, Southern Medical UniversityGuangzhou 510515, Guangdong, P. R. China
| | - Lili Wang
- Department of Urology, Nanfang Hospital, Southern Medical UniversityGuangzhou 510515, Guangdong, P. R. China
| | - Lina Hou
- Department of Healthy Management, Nanfang Hospital, Southern Medical UniversityGuangzhou 510515, Guangdong, P. R. China
| | - Wanlong Tan
- Department of Urology, Nanfang Hospital, Southern Medical UniversityGuangzhou 510515, Guangdong, P. R. China
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45
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Yamazaki T, Liu L, Manley JL. TCF3 mutually exclusive alternative splicing is controlled by long-range cooperative actions between hnRNPH1 and PTBP1. RNA (NEW YORK, N.Y.) 2019; 25:1497-1508. [PMID: 31391218 PMCID: PMC6795145 DOI: 10.1261/rna.072298.119] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Accepted: 07/31/2019] [Indexed: 05/22/2023]
Abstract
TCF3, also known as E2A, is a well-studied transcription factor that plays an important role in stem cell maintenance and hematopoietic development. The TCF3 gene encodes two related proteins, E12 and E47, which arise from mutually exclusive alternative splicing (MEAS). Since these two proteins have different DNA binding and dimerization domains, this AS event must be strictly regulated to ensure proper isoform ratios. Previously, we found that heterogeneous nuclear ribonucleoprotein (hnRNP) H1/F regulates TCF3 AS by binding to exonic splicing silencers (ESSs) in exon 18b. Here, we identify conserved intronic splicing silencers (ISSs) located between, and far from, the two mutually exclusive exons, and show that they are essential for MEAS. Further, we demonstrate that the hnRNP PTBP1 binds the ISS and is a regulator of TCF3 AS. We also demonstrate that hnRNP H1 and PTBP1 regulate TCF3 AS reciprocally, and that position-dependent interactions between these factors are essential for proper TCF3 MEAS. Our study provides a new model in which MEAS is regulated by cooperative actions of distinct hnRNPs bound to ISSs and ESSs.
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Affiliation(s)
- Takashi Yamazaki
- Department of Biological Sciences, Columbia University, New York, New York 10027, USA
| | - Lizhi Liu
- Department of Biological Sciences, Columbia University, New York, New York 10027, USA
| | - James L Manley
- Department of Biological Sciences, Columbia University, New York, New York 10027, USA
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46
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C9-ALS/FTD-linked proline-arginine dipeptide repeat protein associates with paraspeckle components and increases paraspeckle formation. Cell Death Dis 2019; 10:746. [PMID: 31582731 PMCID: PMC6776546 DOI: 10.1038/s41419-019-1983-5] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 08/29/2019] [Accepted: 09/16/2019] [Indexed: 12/12/2022]
Abstract
A GGGGCC hexanucleotide repeat expansion in the C9ORF72 gene has been identified as the most common genetic cause of amyotrophic lateral sclerosis and frontotemporal dementia. The repeat expansion undergoes unconventional translation to produce five dipeptide repeat proteins (DPRs). Although DPRs are thought to be neurotoxic, the molecular mechanism underlying the DPR-caused neurotoxicity has not been fully elucidated. The current study shows that poly-proline-arginine (poly-PR), the most toxic DPR in vitro, binds to and up-regulates nuclear paraspeckle assembly transcript 1 (NEAT1) that plays an essential role as a scaffold non-coding RNA during the paraspeckle formation. The CRISPR-assisted up-regulation of endogenous NEAT1 causes neurotoxicity. We also show that the poly-PR modulates the function of several paraspeckle-localizing heterogeneous nuclear ribonucleoproteins. Furthermore, dysregulated expression of TAR DNA-binding protein 43 (TDP-43) up-regulates NEAT1 expression and induces neurotoxicity. These results suggest that the increase in the paraspeckle formation may be involved in the poly-PR- and TDP-43-mediated neurotoxicity.
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47
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Abstract
Alternative splicing (AS) of pre-mRNAs is a ubiquitous process in mammals that is tightly regulated in a cell type- and cell state-dependent manner. However, the details of how splicing is regulated to impact specific cell fate decisions remains incompletely understood. A study by Yamazaki and colleagues (pp. 1161-1174) in this issue of Genes & Development provides exciting new insight into the role and regulation of splicing in the maintenance of pluripotency of human embryonic stem cells (hESCs). In brief, they show that AS of several genes is robustly regulated upon differentiation of hESCs. One of these genes, T-cell factor 3 (TCF3), is regulated at least in part through the activity of heterogeneous nuclear ribonucleoproteins H1 and F (hnRNP H/F) to control the mutually exclusive expression of the encoded E12 and E47 transcription regulators. The investigators demonstrate that reduced expression of hnRNP H/F favors expression of E47, which in turn decreases E-cadherin expression to promote hESC differentiation. In contrast, high levels of hnRNP H/F induce expression of E12 to maintain pluripotency. Thus, this work provides at least one new link between AS and control of human stem cell fate and suggests a broader role of splicing in pluripotency.
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Affiliation(s)
- Laura M Agosto
- Department of Biochemistry and Biophysics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania 19104, USA
| | - Kristen W Lynch
- Department of Biochemistry and Biophysics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania 19104, USA
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48
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Stoehr A, Kennedy L, Yang Y, Patel S, Lin Y, Linask KL, Fergusson M, Zhu J, Gucek M, Zou J, Murphy E. The ribosomal prolyl-hydroxylase OGFOD1 decreases during cardiac differentiation and modulates translation and splicing. JCI Insight 2019; 5:128496. [PMID: 31112528 DOI: 10.1172/jci.insight.128496] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
The mechanisms regulating translation and splicing are not well understood. We provide insight into a new regulator of translation, OGFOD1 (2-oxoglutarate and iron dependent oxygenase domain-containing protein 1), which is a prolyl-hydroxylase that catalyzes the posttranslational hydroxylation of Pro-62 in the small ribosomal protein S23. We show that deletion of OGFOD1 in an in vitro model of human cardiomyocytes decreases translation of specific proteins (e.g., RNA-binding proteins) and alters splicing. RNA sequencing showed poor correlation between changes in mRNA and protein synthesis, suggesting that posttranscriptional regulation was the primary cause for the observed differences. We found that loss of OGFOD1 and the resultant alterations in protein translation modulates the cardiac proteome, shifting it towards higher protein amounts of sarcomeric proteins such as cardiac troponins, titin and cardiac myosin binding protein C. Furthermore, we found a decrease of OGFOD1 during cardiomyocyte differentiation. These results suggest that loss of OGFOD1 modulates protein translation and splicing, thereby leading to alterations in the cardiac proteome and highlight the role of altered translation and splicing in regulating the proteome..
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Affiliation(s)
| | | | | | | | - Yongshun Lin
- iPS Cell Core Facility, National Heart, Lung, and Blood Institute, NIH, Bethesda, Maryland, USA
| | - Kaari L Linask
- iPS Cell Core Facility, National Heart, Lung, and Blood Institute, NIH, Bethesda, Maryland, USA
| | | | - Jun Zhu
- DNA Sequencing and Genomics Core
| | | | - Jizhong Zou
- iPS Cell Core Facility, National Heart, Lung, and Blood Institute, NIH, Bethesda, Maryland, USA
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49
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Bowler E, Oltean S. Alternative Splicing in Angiogenesis. Int J Mol Sci 2019; 20:E2067. [PMID: 31027366 PMCID: PMC6540211 DOI: 10.3390/ijms20092067] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 04/15/2019] [Accepted: 04/23/2019] [Indexed: 12/12/2022] Open
Abstract
Alternative splicing of pre-mRNA allows the generation of multiple splice isoforms from a given gene, which can have distinct functions. In fact, splice isoforms can have opposing functions and there are many instances whereby a splice isoform acts as an inhibitor of canonical isoform function, thereby adding an additional layer of regulation to important processes. Angiogenesis is an important process that is governed by alternative splicing mechanisms. This review focuses on the alternative spliced isoforms of key genes that are involved in the angiogenesis process; VEGF-A, VEGFR1, VEGFR2, NRP-1, FGFRs, Vasohibin-1, Vasohibin-2, HIF-1α, Angiopoietin-1 and Angiopoietin-2.
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Affiliation(s)
- Elizabeth Bowler
- Institute of Biomedical and Clinical Sciences, Medical School, College of Medicine and Health, University of Exeter, Exeter EX4 4PY, UK.
| | - Sebastian Oltean
- Institute of Biomedical and Clinical Sciences, Medical School, College of Medicine and Health, University of Exeter, Exeter EX4 4PY, UK.
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50
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López C, Kleinheinz K, Aukema SM, Rohde M, Bernhart SH, Hübschmann D, Wagener R, Toprak UH, Raimondi F, Kreuz M, Waszak SM, Huang Z, Sieverling L, Paramasivam N, Seufert J, Sungalee S, Russell RB, Bausinger J, Kretzmer H, Ammerpohl O, Bergmann AK, Binder H, Borkhardt A, Brors B, Claviez A, Doose G, Feuerbach L, Haake A, Hansmann ML, Hoell J, Hummel M, Korbel JO, Lawerenz C, Lenze D, Radlwimmer B, Richter J, Rosenstiel P, Rosenwald A, Schilhabel MB, Stein H, Stilgenbauer S, Stadler PF, Szczepanowski M, Weniger MA, Zapatka M, Eils R, Lichter P, Loeffler M, Möller P, Trümper L, Klapper W, Hoffmann S, Küppers R, Burkhardt B, Schlesner M, Siebert R. Genomic and transcriptomic changes complement each other in the pathogenesis of sporadic Burkitt lymphoma. Nat Commun 2019; 10:1459. [PMID: 30926794 PMCID: PMC6440956 DOI: 10.1038/s41467-019-08578-3] [Citation(s) in RCA: 84] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Accepted: 01/18/2019] [Indexed: 12/17/2022] Open
Abstract
Burkitt lymphoma (BL) is the most common B-cell lymphoma in children. Within the International Cancer Genome Consortium (ICGC), we performed whole genome and transcriptome sequencing of 39 sporadic BL. Here, we unravel interaction of structural, mutational, and transcriptional changes, which contribute to MYC oncogene dysregulation together with the pathognomonic IG-MYC translocation. Moreover, by mapping IGH translocation breakpoints, we provide evidence that the precursor of at least a subset of BL is a B-cell poised to express IGHA. We describe the landscape of mutations, structural variants, and mutational processes, and identified a series of driver genes in the pathogenesis of BL, which can be targeted by various mechanisms, including IG-non MYC translocations, germline and somatic mutations, fusion transcripts, and alternative splicing. Burkitt lymphoma (BL) is the most common pediatric B-cell lymphoma. Here, within the International Cancer Genome Consortium, the authors performed whole genome and transcriptome sequencing of 39 sporadic BL, describing the landscape of mutations, structural variants, and mutational processes that underpin this disease how alterations on different cellular levels cooperate in deregulating key pathways and complexes.
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Affiliation(s)
- Cristina López
- Institute of Human Genetics, Ulm University and Ulm University Medical Center, 89081, Ulm, Germany.,Institute of Human Genetics, Christian-Albrechts-University, 24105, Kiel, Germany
| | - Kortine Kleinheinz
- Division of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.,Department for Bioinformatics and Functional Genomics, Institute of Pharmacy and Molecular Biotechnology and Bioquant, University of Heidelberg, 69120, Heidelberg, Germany
| | - Sietse M Aukema
- Institute of Human Genetics, Christian-Albrechts-University, 24105, Kiel, Germany.,Hematopathology Section, Christian-Albrechts-University, 24105, Kiel, Germany
| | - Marius Rohde
- Pediatric Hematology and Oncology, University Hospital Giessen, 35392, Giessen, Germany
| | - Stephan H Bernhart
- Interdisciplinary Center for Bioinformatics, University of Leipzig, 04107, Leipzig, Germany.,Bioinformatics Group, Department of Computer, University of Leipzig, 04107, Leipzig, Germany.,Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, 04107, Leipzig, Germany
| | - Daniel Hübschmann
- Division of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.,Department of Pediatric Immunology, Hematology and Oncology, University Hospital, 69120, Heidelberg, Germany.,German Cancer Research Center (DKFZ), Division of Stem Cells and Cancer, Heidelberg, Germany and Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), 69120, Heidelberg, Germany
| | - Rabea Wagener
- Institute of Human Genetics, Ulm University and Ulm University Medical Center, 89081, Ulm, Germany.,Institute of Human Genetics, Christian-Albrechts-University, 24105, Kiel, Germany
| | - Umut H Toprak
- Division of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.,Bioinformatics and Omics Data Analytics (B240), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, 69120, Heidelberg, Germany
| | - Francesco Raimondi
- Cell Networks, Bioquant and Biochemistry CenterBiochemie Zentrum Heidelberg (BZH), University of Heidelberg, 69120, Heidelberg, Germany
| | - Markus Kreuz
- Institute for Medical Informatics Statistics and Epidemiology, 04107, Leipzig, Germany
| | | | - Zhiqin Huang
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Lina Sieverling
- Faculty of Biosciences, Heidelberg University, 69120, Heidelberg, Germany.,Division of Applied Bioinformatics (G200), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Nagarajan Paramasivam
- Division of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.,Medical Faculty Heidelberg, Heidelberg University, 69120, Heidelber, Germany
| | - Julian Seufert
- Bioinformatics and Omics Data Analytics (B240), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | | | - Robert B Russell
- Cell Networks, Bioquant and Biochemistry CenterBiochemie Zentrum Heidelberg (BZH), University of Heidelberg, 69120, Heidelberg, Germany
| | - Julia Bausinger
- Institute of Human Genetics, Ulm University and Ulm University Medical Center, 89081, Ulm, Germany
| | - Helene Kretzmer
- Interdisciplinary Center for Bioinformatics, University of Leipzig, 04107, Leipzig, Germany.,Bioinformatics Group, Department of Computer, University of Leipzig, 04107, Leipzig, Germany.,Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, 04107, Leipzig, Germany.,Department of Genome Regulation, Max Planck Institute for Molecular Genetics, 14195, Berlin, Germany
| | - Ole Ammerpohl
- Institute of Human Genetics, Ulm University and Ulm University Medical Center, 89081, Ulm, Germany
| | - Anke K Bergmann
- Institute of Human Genetics, Christian-Albrechts-University, 24105, Kiel, Germany.,Department of Pediatrics, University Hospital Schleswig-Holstein, Campus Kiel, 24105, Kiel, Germany
| | - Hans Binder
- Interdisciplinary Center for Bioinformatics, University of Leipzig, 04107, Leipzig, Germany.,Bioinformatics Group, Department of Computer, University of Leipzig, 04107, Leipzig, Germany
| | - Arndt Borkhardt
- Medical Faculty, Department of Pediatric Oncology, Hematology and Clinical Immunology, Heinrich-Heine-University, 40225, Düsseldorf, Germany
| | - Benedikt Brors
- Division of Applied Bioinformatics (G200), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Alexander Claviez
- Department of Pediatrics, University Hospital Schleswig-Holstein, Campus Kiel, 24105, Kiel, Germany
| | - Gero Doose
- Interdisciplinary Center for Bioinformatics, University of Leipzig, 04107, Leipzig, Germany.,Bioinformatics Group, Department of Computer, University of Leipzig, 04107, Leipzig, Germany.,Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, 04107, Leipzig, Germany
| | - Lars Feuerbach
- Division of Applied Bioinformatics (G200), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Andrea Haake
- Institute of Human Genetics, Christian-Albrechts-University, 24105, Kiel, Germany
| | - Martin-Leo Hansmann
- Senckenberg Institute of Pathology, University of Frankfurt Medical School, 60590, Frankfurt am Main, Germany
| | - Jessica Hoell
- Medical Faculty, Department of Pediatric Oncology, Hematology and Clinical Immunology, Heinrich-Heine-University, 40225, Düsseldorf, Germany
| | - Michael Hummel
- Institute of Pathology, Charité - University Medicine Berlin, 10117, Berlin, Germany
| | - Jan O Korbel
- Genome Biology Unit, EMBL Heidelberg, 69117, Heidelberg, Germany
| | - Chris Lawerenz
- Division of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Dido Lenze
- Institute of Pathology, Charité - University Medicine Berlin, 10117, Berlin, Germany
| | - Bernhard Radlwimmer
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Julia Richter
- Institute of Human Genetics, Christian-Albrechts-University, 24105, Kiel, Germany.,Hematopathology Section, Christian-Albrechts-University, 24105, Kiel, Germany
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105, Kiel, Germany
| | - Andreas Rosenwald
- Institute of Pathology, Comprehensive Cancer Center Mainfranken, University of Würzburg, 97080, Würzburg, Germany
| | - Markus B Schilhabel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105, Kiel, Germany
| | | | | | - Peter F Stadler
- Bioinformatics Group, Department of Computer, University of Leipzig, 04107, Leipzig, Germany
| | | | - Marc A Weniger
- Institute of Cell Biology (Cancer Research), Medical School, University of Duisburg-Essen, 45147, Essen, Germany
| | - Marc Zapatka
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Roland Eils
- Division of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.,Department for Bioinformatics and Functional Genomics, Institute of Pharmacy and Molecular Biotechnology and Bioquant, University of Heidelberg, 69120, Heidelberg, Germany
| | - Peter Lichter
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Markus Loeffler
- Institute for Medical Informatics Statistics and Epidemiology, 04107, Leipzig, Germany
| | - Peter Möller
- Institute of Pathology, University of Ulm and University Hospital of Ulm, 89081, Ulm, Germany
| | - Lorenz Trümper
- Department of Hematology and Oncology, Georg-August-University of Göttingen, 37075, Göttingen, Germany
| | - Wolfram Klapper
- Hematopathology Section, Christian-Albrechts-University, 24105, Kiel, Germany
| | | | - Steve Hoffmann
- Interdisciplinary Center for Bioinformatics, University of Leipzig, 04107, Leipzig, Germany.,Bioinformatics Group, Department of Computer, University of Leipzig, 04107, Leipzig, Germany.,Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, 04107, Leipzig, Germany.,Computational Biology, Leibniz Institute on Ageing-Fritz Lipmann Institut (FLI), 07745, Jena, Germany
| | - Ralf Küppers
- Institute of Cell Biology (Cancer Research), Medical School, University of Duisburg-Essen, 45147, Essen, Germany
| | - Birgit Burkhardt
- University Hospital Münster - Pediatric Hematology and Oncology, 48149, Münster, Germany
| | - Matthias Schlesner
- Division of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany. .,Bioinformatics and Omics Data Analytics (B240), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.
| | - Reiner Siebert
- Institute of Human Genetics, Ulm University and Ulm University Medical Center, 89081, Ulm, Germany. .,Institute of Human Genetics, Christian-Albrechts-University, 24105, Kiel, Germany.
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