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Hsu JY, Danis EP, Nance S, O'Brien JH, Gustafson AL, Wessells VM, Goodspeed AE, Talbot JC, Amacher SL, Jedlicka P, Black JC, Costello JC, Durbin AD, Artinger KB, Ford HL. SIX1 reprograms myogenic transcription factors to maintain the rhabdomyosarcoma undifferentiated state. Cell Rep 2022; 38:110323. [PMID: 35108532 PMCID: PMC8917510 DOI: 10.1016/j.celrep.2022.110323] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 10/21/2021] [Accepted: 01/10/2022] [Indexed: 12/13/2022] Open
Abstract
Rhabdomyosarcoma (RMS) is a pediatric muscle sarcoma characterized by expression of the myogenic lineage transcription factors (TFs) MYOD1 and MYOG. Despite high expression of these TFs, RMS cells fail to terminally differentiate, suggesting the presence of factors that alter their functions. Here, we demonstrate that the developmental TF SIX1 is highly expressed in RMS and critical for maintaining a muscle progenitor-like state. SIX1 loss induces differentiation of RMS cells into myotube-like cells and impedes tumor growth in vivo. We show that SIX1 maintains the RMS undifferentiated state by controlling enhancer activity and MYOD1 occupancy at loci more permissive to tumor growth over muscle differentiation. Finally, we demonstrate that a gene signature derived from SIX1 loss correlates with differentiation status and predicts RMS progression in human disease. Our findings demonstrate a master regulatory role of SIX1 in repression of RMS differentiation via genome-wide alterations in MYOD1 and MYOG-mediated transcription.
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Affiliation(s)
- Jessica Y Hsu
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (UC-AMC), Aurora, CO, USA; Pharmacology Graduate Program, UC-AMC, Aurora, CO, USA
| | - Etienne P Danis
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (UC-AMC), Aurora, CO, USA; University of Colorado Cancer Center, UC-AMC, Aurora, CO, USA
| | - Stephanie Nance
- Division of Molecular Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jenean H O'Brien
- Department of Biology, College of St. Scholastica, Duluth, MN, USA
| | - Annika L Gustafson
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (UC-AMC), Aurora, CO, USA; Molecular Biology Graduate Program, UC-AMC, Aurora, CO, USA
| | | | - Andrew E Goodspeed
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (UC-AMC), Aurora, CO, USA; University of Colorado Cancer Center, UC-AMC, Aurora, CO, USA
| | - Jared C Talbot
- School of Biology and Ecology, University of Maine, Orono, ME, USA
| | - Sharon L Amacher
- Department of Molecular Genetics, Ohio State University, Columbus, OH, USA
| | | | - Joshua C Black
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (UC-AMC), Aurora, CO, USA; Pharmacology Graduate Program, UC-AMC, Aurora, CO, USA
| | - James C Costello
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (UC-AMC), Aurora, CO, USA; Pharmacology Graduate Program, UC-AMC, Aurora, CO, USA; University of Colorado Cancer Center, UC-AMC, Aurora, CO, USA
| | - Adam D Durbin
- Division of Molecular Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kristin B Artinger
- Department of Craniofacial Biology, UC-AMC, Aurora, CO, USA; University of Colorado Cancer Center, UC-AMC, Aurora, CO, USA.
| | - Heide L Ford
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (UC-AMC), Aurora, CO, USA; Pharmacology Graduate Program, UC-AMC, Aurora, CO, USA; University of Colorado Cancer Center, UC-AMC, Aurora, CO, USA.
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2
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Maire P, Dos Santos M, Madani R, Sakakibara I, Viaut C, Wurmser M. Myogenesis control by SIX transcriptional complexes. Semin Cell Dev Biol 2020; 104:51-64. [PMID: 32247726 DOI: 10.1016/j.semcdb.2020.03.003] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 03/10/2020] [Accepted: 03/11/2020] [Indexed: 02/07/2023]
Abstract
SIX homeoproteins were first described in Drosophila, where they participate in the Pax-Six-Eya-Dach (PSED) network with eyeless, eyes absent and dachsund to drive synergistically eye development through genetic and biochemical interactions. The role of the PSED network and SIX proteins in muscle formation in vertebrates was subsequently identified. Evolutionary conserved interactions with EYA and DACH proteins underlie the activity of SIX transcriptional complexes (STC) both during embryogenesis and in adult myofibers. Six genes are expressed throughout muscle development, in embryonic and adult proliferating myogenic stem cells and in fetal and adult post-mitotic myofibers, where SIX proteins regulate the expression of various categories of genes. In vivo, SIX proteins control many steps of muscle development, acting through feedforward mechanisms: in the embryo for myogenic fate acquisition through the direct control of Myogenic Regulatory Factors; in adult myofibers for their contraction/relaxation and fatigability properties through the control of genes involved in metabolism, sarcomeric organization and calcium homeostasis. Furthermore, during development and in the adult, SIX homeoproteins participate in the genesis and the maintenance of myofibers diversity.
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Affiliation(s)
- Pascal Maire
- Université de Paris, Institut Cochin, INSERM, CNRS, 75014, Paris, France.
| | | | - Rouba Madani
- Université de Paris, Institut Cochin, INSERM, CNRS, 75014, Paris, France
| | - Iori Sakakibara
- Research Center for Advanced Science and Technology, The University of Tokyo, Japan
| | - Camille Viaut
- Université de Paris, Institut Cochin, INSERM, CNRS, 75014, Paris, France
| | - Maud Wurmser
- Department of Integrative Medical Biology (IMB), Umeå universitet, Sweden
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3
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Talbot JC, Teets EM, Ratnayake D, Duy PQ, Currie PD, Amacher SL. Muscle precursor cell movements in zebrafish are dynamic and require Six family genes. Development 2019; 146:dev171421. [PMID: 31023879 PMCID: PMC6550023 DOI: 10.1242/dev.171421] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 04/16/2019] [Indexed: 01/09/2023]
Abstract
Muscle precursors need to be correctly positioned during embryonic development for proper body movement. In zebrafish, a subset of hypaxial muscle precursors from the anterior somites undergo long-range migration, moving away from the trunk in three streams to form muscles in distal locations such as the fin. We mapped long-distance muscle precursor migrations with unprecedented resolution using live imaging. We identified conserved genes necessary for normal precursor motility (six1a, six1b, six4a, six4b and met). These genes are required for movement away from somites and later to partition two muscles within the fin bud. During normal development, the middle muscle precursor stream initially populates the fin bud, then the remainder of this stream contributes to the posterior hypaxial muscle. When we block fin bud development by impairing retinoic acid synthesis or Fgfr function, the entire stream contributes to the posterior hypaxial muscle indicating that muscle precursors are not committed to the fin during migration. Our findings demonstrate a conserved muscle precursor motility pathway, identify dynamic cell movements that generate posterior hypaxial and fin muscles, and demonstrate flexibility in muscle precursor fates.
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Affiliation(s)
- Jared C Talbot
- Department of Molecular Genetics, The Ohio State University, Columbus, OH 43210, USA
- Center for Muscle Health and Neuromuscular Disorders, The Ohio State University and Nationwide Children's Hospital, Columbus, OH 43210, USA
| | - Emily M Teets
- Department of Molecular Genetics, The Ohio State University, Columbus, OH 43210, USA
| | - Dhanushika Ratnayake
- Australian Regenerative Medicine Institute, Monash University, Clayton, VIC, 3800, Australia
- EMBL Australia, Monash University, Clayton, VIC, 3800, Australia
| | - Phan Q Duy
- Department of Molecular Genetics, The Ohio State University, Columbus, OH 43210, USA
| | - Peter D Currie
- Australian Regenerative Medicine Institute, Monash University, Clayton, VIC, 3800, Australia
- EMBL Australia, Monash University, Clayton, VIC, 3800, Australia
| | - Sharon L Amacher
- Department of Molecular Genetics, The Ohio State University, Columbus, OH 43210, USA
- Center for Muscle Health and Neuromuscular Disorders, The Ohio State University and Nationwide Children's Hospital, Columbus, OH 43210, USA
- Department of Biological Chemistry and Pharmacology, The Ohio State University, Columbus, OH 43210, USA
- Center for RNA Biology, The Ohio State University, Columbus, OH 43210, USA
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4
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Wang Z, Teng D, Li Y, Hu Z, Liu L, Zheng H. A six-gene-based prognostic signature for hepatocellular carcinoma overall survival prediction. Life Sci 2018; 203:83-91. [PMID: 29678742 DOI: 10.1016/j.lfs.2018.04.025] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Revised: 03/16/2018] [Accepted: 04/16/2018] [Indexed: 01/09/2023]
Abstract
AIMS The purpose of this study was to propose a pipeline to identify prognostic signature for HCC overall survival (OS) prediction based on HCC gene expression datasets from The Cancer Genome Atlas (TCGA). RESULTS Differential expression analysis identified 3573 genes aberrantly expressed (DEGs) in HCC samples. Univariate cox regression analysis obtained 1605 and 1067 HCC OS and relapse free survival (RFS) related genes, which are abbreviated as OS-Gene and RFS-Gene respectively. Besides, there are 55 overlaps among DEGs, OS-Genes and RFS-Genes. Further prioritization of the 55 overlapping genes through Sure Independence Screening (SIS) resulted in 6 genes, including SRL, TTC26, CPSF2, TAF3, C16orf46 and CSN1S1, and the prognostic signature is the weighted combination of their expression values. Kaplan-Meier analysis based on the prognostic score (PS) of every sample indicates higher PS is associated with better HCC OS. Robustness of the prognostic signature was evaluated through another HCC gene expression datasets from the Gene Expression Omnibus (GEO). What's more, univariate and multivariate cox regression analysis indicate significant associations between stage/PS and HCC OS. CONCLUSIONS Our study provides a pipeline for the identification of prognostic signature for HCC OS prediction, which should also be suit for other types of cancers.
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Affiliation(s)
- Zhenglu Wang
- Pathology Department, Tianjin First Center Hospital, Tianjin, PR China; Biobank, Tianjin First Center Hospital, Tianjin, PR China
| | - Dahong Teng
- Transplantation Department, Tianjin First Center Hospital, PR China
| | - Yan Li
- Biobank, Tianjin First Center Hospital, Tianjin, PR China
| | - Zhandong Hu
- Pathology Department, Tianjin First Center Hospital, Tianjin, PR China
| | - Lei Liu
- Key Lab for Critical Care Medicine of the Ministry of Health, Tianjin First Center Hospital, Tianjin, PR China; Tianjin Key Laboratory of Organ Transplantation, Tianjin, PR China
| | - Hong Zheng
- Transplantation Department, Tianjin First Center Hospital, PR China; Tianjin Key Laboratory of Organ Transplantation, Tianjin, PR China.
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5
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Sultana N, Dienes B, Benedetti A, Tuluc P, Szentesi P, Sztretye M, Rainer J, Hess MW, Schwarzer C, Obermair GJ, Csernoch L, Flucher BE. Restricting calcium currents is required for correct fiber type specification in skeletal muscle. Development 2016; 143:1547-59. [PMID: 26965373 PMCID: PMC4909858 DOI: 10.1242/dev.129676] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Accepted: 02/29/2016] [Indexed: 11/20/2022]
Abstract
Skeletal muscle excitation-contraction (EC) coupling is independent of calcium influx. In fact, alternative splicing of the voltage-gated calcium channel CaV1.1 actively suppresses calcium currents in mature muscle. Whether this is necessary for normal development and function of muscle is not known. However, splicing defects that cause aberrant expression of the calcium-conducting developmental CaV1.1e splice variant correlate with muscle weakness in myotonic dystrophy. Here, we deleted CaV1.1 (Cacna1s) exon 29 in mice. These mice displayed normal overall motor performance, although grip force and voluntary running were reduced. Continued expression of the developmental CaV1.1e splice variant in adult mice caused increased calcium influx during EC coupling, altered calcium homeostasis, and spontaneous calcium sparklets in isolated muscle fibers. Contractile force was reduced and endurance enhanced. Key regulators of fiber type specification were dysregulated and the fiber type composition was shifted toward slower fibers. However, oxidative enzyme activity and mitochondrial content declined. These findings indicate that limiting calcium influx during skeletal muscle EC coupling is important for the secondary function of the calcium signal in the activity-dependent regulation of fiber type composition and to prevent muscle disease.
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Affiliation(s)
- Nasreen Sultana
- Department of Physiology and Medical Physics, Medical University Innsbruck, Innsbruck 6020, Austria
| | - Beatrix Dienes
- Department of Physiology, Faculty of Medicine, University of Debrecen, Debrecen 4032, Hungary
| | - Ariane Benedetti
- Department of Physiology and Medical Physics, Medical University Innsbruck, Innsbruck 6020, Austria
| | - Petronel Tuluc
- Department of Pharmacology, University of Innsbruck, Innsbruck 6020, Austria
| | - Peter Szentesi
- Department of Physiology, Faculty of Medicine, University of Debrecen, Debrecen 4032, Hungary
| | - Monika Sztretye
- Department of Physiology, Faculty of Medicine, University of Debrecen, Debrecen 4032, Hungary
| | - Johannes Rainer
- Division of Molecular Pathophysiology, Biocenter, Medical University Innsbruck, Innsbruck 6020, Austria
| | - Michael W Hess
- Division of Histology and Embryology, Medical University Innsbruck, Innsbruck 6020, Austria
| | - Christoph Schwarzer
- Department of Pharmacology, Medical University Innsbruck, Innsbruck 6020, Austria
| | - Gerald J Obermair
- Department of Physiology and Medical Physics, Medical University Innsbruck, Innsbruck 6020, Austria
| | - Laszlo Csernoch
- Department of Physiology, Faculty of Medicine, University of Debrecen, Debrecen 4032, Hungary
| | - Bernhard E Flucher
- Department of Physiology and Medical Physics, Medical University Innsbruck, Innsbruck 6020, Austria
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6
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Liu X, Du Y, Trakooljul N, Brand B, Muráni E, Krischek C, Wicke M, Schwerin M, Wimmers K, Ponsuksili S. Muscle Transcriptional Profile Based on Muscle Fiber, Mitochondrial Respiratory Activity, and Metabolic Enzymes. Int J Biol Sci 2015; 11:1348-62. [PMID: 26681915 PMCID: PMC4671993 DOI: 10.7150/ijbs.13132] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Accepted: 09/07/2015] [Indexed: 12/11/2022] Open
Abstract
Skeletal muscle is a highly metabolically active tissue that both stores and consumes energy. Important biological pathways that affect energy metabolism and metabolic fiber type in muscle cells may be identified through transcriptomic profiling of the muscle, especially ante mortem. Here, gene expression was investigated in malignant hyperthermia syndrome (MHS)-negative Duroc and Pietrian (PiNN) pigs significantly differing for the muscle fiber types slow-twitch-oxidative fiber (STO) and fast-twitch-oxidative fiber (FTO) as well as mitochondrial activity (succinate-dependent state 3 respiration rate). Longissimus muscle samples were obtained 24 h before slaughter and profiled using cDNA microarrays. Differential gene expression between Duroc and PiNN muscle samples were associated with protein ubiquitination, stem cell pluripotency, amyloid processing, and 3-phosphoinositide biosynthesis and degradation pathways. In addition, weighted gene co-expression network analysis within both breeds identified several co-expression modules that were associated with the proportion of different fiber types, mitochondrial respiratory activity, and ATP metabolism. In particular, Duroc results revealed strong correlations between mitochondrion-associated co-expression modules and STO (r = 0.78), fast-twitch glycolytic fiber (r = -0.98), complex I (r=0.72) and COX activity (r = 0.86). Other pathways in the protein-kinase-activity enriched module were positively correlated with STO (r=0.93), while negatively correlated with FTO (r = -0.72). In contrast to PiNN, co-expression modules enriched in macromolecule catabolic process, actin cytoskeleton, and transcription activator activity were associated with fiber types, mitochondrial respiratory activity, and metabolic enzyme activities. Our results highlight the importance of mitochondria for the oxidative capacity of porcine muscle and for breed-dependent molecular pathways in muscle cell fibers.
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Affiliation(s)
- Xuan Liu
- 1. Leibniz Institute for Farm Animal Biology (FBN), Institute for Genome Biology, Wilhelm-Stahl-Allee 2, D-18196 Dummerstorf, Germany
| | - Yang Du
- 1. Leibniz Institute for Farm Animal Biology (FBN), Institute for Genome Biology, Wilhelm-Stahl-Allee 2, D-18196 Dummerstorf, Germany
| | - Nares Trakooljul
- 1. Leibniz Institute for Farm Animal Biology (FBN), Institute for Genome Biology, Wilhelm-Stahl-Allee 2, D-18196 Dummerstorf, Germany
| | - Bodo Brand
- 1. Leibniz Institute for Farm Animal Biology (FBN), Institute for Genome Biology, Wilhelm-Stahl-Allee 2, D-18196 Dummerstorf, Germany
| | - Eduard Muráni
- 1. Leibniz Institute for Farm Animal Biology (FBN), Institute for Genome Biology, Wilhelm-Stahl-Allee 2, D-18196 Dummerstorf, Germany
| | - Carsten Krischek
- 2. 2 Institute of Food Quality and Food Safety, University of Veterinary Medicine Hannover, D-30173 Hannover, Germany
| | - Michael Wicke
- 3. 3 Department of Animal Science, Quality of Food of Animal Origin, Georg-August-University Goettingen, D-37075 Goettingen, Germany
| | - Manfred Schwerin
- 1. Leibniz Institute for Farm Animal Biology (FBN), Institute for Genome Biology, Wilhelm-Stahl-Allee 2, D-18196 Dummerstorf, Germany
| | - Klaus Wimmers
- 1. Leibniz Institute for Farm Animal Biology (FBN), Institute for Genome Biology, Wilhelm-Stahl-Allee 2, D-18196 Dummerstorf, Germany
| | - Siriluck Ponsuksili
- 1. Leibniz Institute for Farm Animal Biology (FBN), Institute for Genome Biology, Wilhelm-Stahl-Allee 2, D-18196 Dummerstorf, Germany
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7
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Sebastian S, Goulding L, Kuchipudi SV, Chang KC. Extended 2D myotube culture recapitulates postnatal fibre type plasticity. BMC Cell Biol 2015; 16:23. [PMID: 26382633 PMCID: PMC4574010 DOI: 10.1186/s12860-015-0069-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Accepted: 09/08/2015] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND The traditional problems of performing skeletal muscle cell cultures derived from mammalian or avian species are limited myotube differentiation, and transient myotube persistence which greatly restricts the ability of myotubes to undergo phenotypic maturation. We report here on a major technical breakthrough in the establishment of a simple and effective method of extended porcine myotube cultures (beyond 50 days) in two-dimension (2D) that recapitulates key features of postnatal fibre types. RESULTS Primary porcine muscle satellite cells (myoblasts) were isolated from the longissimus dorsi of 4 to 6 weeks old pigs for 2D cultures to optimise myotube formation, improve surface adherence and characterise myotube maturation. Over 95 % of isolated cells were myoblasts as evidenced by the expression of Pax3 and Pax7. Our relatively simple approach, based on modifications of existing surface coating reagents (Maxgel), and of proliferation and differentiation (Ultroser G) media, typically achieved by 5 days of differentiation fusion index of around 80 % manifested in an abundance of discrete myosin heavy chain (MyHC) slow and fast myotubes. There was little deterioration in myotube viability over 50 days, and the efficiency of myotube formation was maintained over seven myoblast passages. Regular spontaneous contractions of myotubes were frequently observed throughout culture. Myotubes in extended cultures were able to undergo phenotypic adaptation in response to different culture media, including the adoption of a dominant postnatal phenotype of fast-glycolytic MyHC 2x and 2b expression by about day 20 of differentiation. Furthermore, fast-glycolytic myotubes coincided with enhanced expression of the putative porcine long intergenic non-coding RNA (linc-MYH), which has recently been shown to be a key coordinator of MyHC 2b expression in vivo. CONCLUSIONS Our revised culture protocol allows the efficient differentiation and fusion of porcine myoblasts into myotubes and their prolonged adherence to the culture surface. Furthermore, we are able to recapitulate in 2D the maturation process of myotubes to resemble postnatal fibre types which represent a major technical advance in opening access to the in vitro study of coordinated postnatal muscle gene expression.
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Affiliation(s)
- Sujith Sebastian
- School of Veterinary Medicine and Science, University of Nottingham, Sutton Bonington, LE12 5RD, UK.
| | - Leah Goulding
- School of Veterinary Medicine and Science, University of Nottingham, Sutton Bonington, LE12 5RD, UK.
| | - Suresh V Kuchipudi
- School of Veterinary Medicine and Science, University of Nottingham, Sutton Bonington, LE12 5RD, UK.
| | - Kin-Chow Chang
- School of Veterinary Medicine and Science, University of Nottingham, Sutton Bonington, LE12 5RD, UK.
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8
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Wu W, Huang R, Wu Q, Li P, Chen J, Li B, Liu H. The role of Six1 in the genesis of muscle cell and skeletal muscle development. Int J Biol Sci 2014; 10:983-9. [PMID: 25210496 PMCID: PMC4159689 DOI: 10.7150/ijbs.9442] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2014] [Accepted: 06/06/2014] [Indexed: 02/06/2023] Open
Abstract
The sine oculis homeobox 1 (Six1) gene encodes an evolutionarily conserved transcription factor. In the past two decades, much research has indicated that Six1 is a powerful regulator participating in skeletal muscle development. In this review, we summarized the discovery and structural characteristics of Six1 gene, and discussed the functional roles and molecular mechanisms of Six1 in myogenesis and in the formation of skeletal muscle fibers. Finally, we proposed areas of future interest for understanding Six1 gene function.
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Affiliation(s)
- Wangjun Wu
- 1. Department of Animal Genetics, Breeding and Reproduction, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China; ; 2. Huaian Academy of Nanjing Agricultural University, Huaian, Jiangsu, 223001, China
| | - Ruihua Huang
- 1. Department of Animal Genetics, Breeding and Reproduction, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China; ; 2. Huaian Academy of Nanjing Agricultural University, Huaian, Jiangsu, 223001, China
| | - Qinghua Wu
- 3. College of Life Science, Yangtze University, Jingzhou, Hubei, 434023, China. ; 4. Center for Basic and Applied Research, Faculty of Informatics and Management, University of Hradec Kradec Kralove, Hradec Kralove, Czech Republic
| | - Pinghua Li
- 1. Department of Animal Genetics, Breeding and Reproduction, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China; ; 2. Huaian Academy of Nanjing Agricultural University, Huaian, Jiangsu, 223001, China
| | - Jie Chen
- 1. Department of Animal Genetics, Breeding and Reproduction, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China
| | - Bojiang Li
- 1. Department of Animal Genetics, Breeding and Reproduction, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China
| | - Honglin Liu
- 1. Department of Animal Genetics, Breeding and Reproduction, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China
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