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Yuan X, Li W, Liu Q, Ou Y, Li J, Yan Q, Zhang P. Single-Cell RNA-Seq Reveals the Pseudo-temporal Dynamic Evolution Characteristics of ADSCs to Neuronal Differentiation. Cell Mol Neurobiol 2024; 45:5. [PMID: 39661257 PMCID: PMC11634962 DOI: 10.1007/s10571-024-01524-y] [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: 08/06/2024] [Accepted: 12/05/2024] [Indexed: 12/12/2024]
Abstract
Adipose-derived stromal cells (ADSCs) are commonly used in regenerative medicine, but the genetic features of their development into neuronal cells are unknown. This study used single-cell RNA sequencing (scRNA-seq) to reveal gene expression changes during ADSCs to neuronal differentiation. Sequencing of the ADSCs group, the prei-1d group, and the induction 1 h, 3 h, 5 h, 6 h, and 8 h groups was performed using the BD Rhapsody platform. Sequence data were analyzed using t-SNE, Monocle2, GO, and KEGG algorithms. Results showed that a total of 38,453 cells were collected, which were divided into 0-13 clusters. Monocle2 structured analysis revealed that ADSCs were located at the beginning of the trajectory, and the cells after 5 h of induction were mainly distributed at the end of the trajectory in branches 1 and 2. Up-regulated differentially expressed genes (DEGs) at 5 h after induction enriched GO items including cellular protein metabolism, cell adhesion, endocytosis, and cell migration. KEGG analysis showed that induced 6 h and 8 h groups mainly enriched pathways were oxidative phosphorylation, glutathione metabolism, and expression of Parkinson's disease-related genes. In conclusion, two distinct cell state mechanisms stimulate ADSCs to develop into mature neurons. ADSCs induced for 5 h had developed into mature neurons. Later, the differentiated cells undergo degenerative changes associated with senescence.
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Affiliation(s)
- Xiaodong Yuan
- Department of Neurology, Kailuan General Hospital Affiliated North China University of Science and Technology, 57 Xinhua East Road, Lubei District, Tangshan, 063000, Hebei, China.
- Department of Neurology, Hebei Provincial Key Laboratory of Neurobiological Function, Tangshan, 063000, Hebei, China.
| | - Wen Li
- Department of Neurology, Kailuan General Hospital Affiliated North China University of Science and Technology, 57 Xinhua East Road, Lubei District, Tangshan, 063000, Hebei, China
- Department of Neurology, Hebei Provincial Key Laboratory of Neurobiological Function, Tangshan, 063000, Hebei, China
| | - Qing Liu
- Department of Neurology, Kailuan General Hospital Affiliated North China University of Science and Technology, 57 Xinhua East Road, Lubei District, Tangshan, 063000, Hebei, China
- Department of Neurology, Hebei Provincial Key Laboratory of Neurobiological Function, Tangshan, 063000, Hebei, China
| | - Ya Ou
- Department of Neurology, Kailuan General Hospital Affiliated North China University of Science and Technology, 57 Xinhua East Road, Lubei District, Tangshan, 063000, Hebei, China
| | - Jing Li
- Department of Radiology, Tangshan Maternal and Child Health Hospital, Tangshan, 063000, Hebei, China
| | - Qi Yan
- Department of Neurology, Kailuan General Hospital Affiliated North China University of Science and Technology, 57 Xinhua East Road, Lubei District, Tangshan, 063000, Hebei, China
- Department of Neurology, Hebei Provincial Key Laboratory of Neurobiological Function, Tangshan, 063000, Hebei, China
| | - Pingshu Zhang
- Department of Neurology, Kailuan General Hospital Affiliated North China University of Science and Technology, 57 Xinhua East Road, Lubei District, Tangshan, 063000, Hebei, China.
- Department of Neurology, Hebei Provincial Key Laboratory of Neurobiological Function, Tangshan, 063000, Hebei, China.
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Liu L, Chen J, Yin W, Gao P, Fan Y, Wen D, Jiao Y, Yu W. The peripheral Atf3 + neuronal population is responsible for nerve regeneration at the early stage of nerve injury revealed by single-cell RNA sequencing. Acta Biochim Biophys Sin (Shanghai) 2024; 57:424-436. [PMID: 39539109 PMCID: PMC11986441 DOI: 10.3724/abbs.2024169] [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: 04/22/2024] [Accepted: 06/12/2024] [Indexed: 11/16/2024] Open
Abstract
Peripheral nerve injury (PNI) can transform primary somatosensory neurons to a regenerative state. However, the details of the transcriptomic changes associated with the nerve regeneration of somatosensory neurons remain unclear. In this study, single-cell RNA sequencing (scRNA-seq) is conducted on mouse dorsal root ganglion (DRG) cells after the early stage of nerve injury on day 3 after chronic constriction injury (CCI). We observe that a novel CCI-induced neuronal population (CIP) emerge and express high levels of activating transcription factor ( Atf3), a neuronal injury marker. CIP neurons highly express regeneration-associated genes (RAGs) and are enriched in regeneration-related gene ontology (GO) terms, suggesting that these neurons can constitute a pro-regenerative population. Moreover, intercellular communication networks show that CIP neurons closely communicate with satellite glial cells (SGCs) and specifically transmit strong Fgf3- Fgfr1 signaling to SGCs, which could initiate regeneration-associated transcriptional changes in SGCs. We also confirm that regenerative progress occurs at the early stage of nerve injury because immunohistochemistry shows that the expression of ATF3 is significantly increased beginning at 3 days post-CCI and decreased at 1 month post-CCI. Our bioinformatics analysis at single-cell resolution advances the knowledge of regenerative dynamic transcriptional changes in DRG cells after injury and the underlying molecular mechanisms involved.
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Affiliation(s)
- Li Liu
- Department of AnesthesiologyRenji HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghai200127China
- Key Laboratory of Anesthesiology (Shanghai Jiao Tong University)Ministry of EducationShanghai200127China
| | - Junhui Chen
- Department of AnesthesiologyRenji HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghai200127China
- Key Laboratory of Anesthesiology (Shanghai Jiao Tong University)Ministry of EducationShanghai200127China
| | - Wen Yin
- Department of AnesthesiologyRenji HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghai200127China
- Key Laboratory of Anesthesiology (Shanghai Jiao Tong University)Ministry of EducationShanghai200127China
| | - Po Gao
- Department of AnesthesiologyRenji HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghai200127China
- Key Laboratory of Anesthesiology (Shanghai Jiao Tong University)Ministry of EducationShanghai200127China
| | - Yinghui Fan
- Department of AnesthesiologyRenji HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghai200127China
- Key Laboratory of Anesthesiology (Shanghai Jiao Tong University)Ministry of EducationShanghai200127China
| | - Daxiang Wen
- Department of AnesthesiologyRenji HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghai200127China
- Key Laboratory of Anesthesiology (Shanghai Jiao Tong University)Ministry of EducationShanghai200127China
| | - Yingfu Jiao
- Department of AnesthesiologyRenji HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghai200127China
- Key Laboratory of Anesthesiology (Shanghai Jiao Tong University)Ministry of EducationShanghai200127China
| | - Weifeng Yu
- Department of AnesthesiologyRenji HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghai200127China
- Key Laboratory of Anesthesiology (Shanghai Jiao Tong University)Ministry of EducationShanghai200127China
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Li S, Zhao M, Zhang S, Yang R, Yin N, Wang H, Faiola F. Assessing developmental neurotoxicity of emerging environmental chemicals using multiple in vitro models: A comparative analysis. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 347:123743. [PMID: 38462195 DOI: 10.1016/j.envpol.2024.123743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 03/04/2024] [Accepted: 03/06/2024] [Indexed: 03/12/2024]
Abstract
Newly synthesized chemicals are being introduced into the environment without undergoing proper toxicological evaluation, particularly in terms of their effects on the vulnerable neurodevelopment. Thus, it is important to carefully assess the developmental neurotoxicity of these novel environmental contaminants using methods that are closely relevant to human physiology. This study comparatively evaluated the potential developmental neurotoxicity of 19 prevalent environmental chemicals including neonicotinoids (NEOs), organophosphate esters (OPEs), and synthetic phenolic antioxidants (SPAs) at environment-relevant doses (100 nM and 1 μM), using three commonly employed in vitro neurotoxicity models: human neural stem cells (NSCs), as well as the SK-N-SH and PC12 cell lines. Our results showed that NSCs were more sensitive than SK-N-SH and PC12 cell lines. Among all the chemicals tested, the two NEOs imidaclothiz (IMZ) and cycloxaprid (CYC), as well as the OPE tris(1,3-dichloro-2-propyl) phosphate (TDCIPP), generated the most noticeable perturbation by impairing NSC maintenance and neuronal differentiation, as well as promoting the epithelial-mesenchymal transition process, likely via activating NF-κB signaling. Our data indicate that novel NEOs and OPEs, particularly IMZ, CYC, and TDCIPP, may not be safe alternatives as they can affect NSC maintenance and differentiation, potentially leading to neural tube defects and neuronal differentiation dysplasia in fetuses.
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Affiliation(s)
- Shichang Li
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Miaomiao Zhao
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Shuxian Zhang
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Renjun Yang
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Nuoya Yin
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Hailin Wang
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Francesco Faiola
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, 100049, China
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Baxi AB, Nemes P, Moody SA. Time-resolved quantitative proteomic analysis of the developing Xenopus otic vesicle reveals putative congenital hearing loss candidates. iScience 2023; 26:107665. [PMID: 37670778 PMCID: PMC10475516 DOI: 10.1016/j.isci.2023.107665] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 07/16/2023] [Accepted: 08/14/2023] [Indexed: 09/07/2023] Open
Abstract
Over 200 genes are known to underlie human congenital hearing loss (CHL). Although transcriptomic approaches have identified candidate regulators of otic development, little is known about the abundance of their protein products. We used a multiplexed quantitative mass spectrometry-based proteomic approach to determine protein abundances over key stages of Xenopus otic morphogenesis to reveal a dynamic expression of cytoskeletal, integrin signaling, and extracellular matrix proteins. We correlated these dynamically expressed proteins to previously published lists of putative downstream targets of human syndromic hearing loss genes: SIX1 (BOR syndrome), CHD7 (CHARGE syndrome), and SOX10 (Waardenburg syndrome). We identified transforming growth factor beta-induced (Tgfbi), an extracellular integrin-interacting protein, as a putative target of Six1 that is required for normal otic vesicle formation. Our findings demonstrate the application of this Xenopus dataset to understanding the dynamic regulation of proteins during otic development and to discovery of additional candidates for human CHL.
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Affiliation(s)
- Aparna B. Baxi
- Department of Anatomy and Cell Biology, The George Washington University School of Medicine and Health Sciences, Washington, DC 20052, USA
| | - Peter Nemes
- Department of Chemistry and Biochemistry, University of Maryland, College Park, MD 20742, USA
| | - Sally A. Moody
- Department of Anatomy and Cell Biology, The George Washington University School of Medicine and Health Sciences, Washington, DC 20052, USA
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Ma J, Lwigale P. Transformation of the Transcriptomic Profile of Mouse Periocular Mesenchyme During Formation of the Embryonic Cornea. Invest Ophthalmol Vis Sci 2019; 60:661-676. [PMID: 30786278 PMCID: PMC6383728 DOI: 10.1167/iovs.18-26018] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Purpose Defects in neural crest development are a major contributing factor in corneal dysgenesis, but little is known about the genetic landscape during corneal development. The purpose of this study was to provide a detailed transcriptome profile and evaluate changes in gene expression during mouse corneal development. Methods RNA sequencing was used to uncover the transcriptomic profile of periocular mesenchyme (pNC) isolated at embryonic day (E) 10.5 and corneas isolated at E14.5 and E16.5. The spatiotemporal expression of several differentially expressed genes was validated by in situ hybridization. Results Analysis of the whole-transcriptome profile between pNC and embryonic corneas identified 3815 unique differentially expressed genes. Pathway analysis revealed an enrichment of differentially expressed genes involved in signal transduction (retinoic acid, transforming growth factor-β, and Wnt pathways) and transcriptional regulation. Conclusions Our analyses, for the first time, identify a large number of differentially expressed genes during progressive stages of mouse corneal development. Our data provide a comprehensive transcriptomic profile of the developing cornea. Combined, these data serve as a valuable resource for the identification of novel regulatory networks crucial for the advancement of studies in congenital defects, stem cell therapy, bioengineering, and adult corneal diseases.
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Affiliation(s)
- Justin Ma
- BioSciences Department, Rice University, Houston, Texas, United States
| | - Peter Lwigale
- BioSciences Department, Rice University, Houston, Texas, United States
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Liu B, Yang H, Taher L, Denz A, Grützmann R, Pilarsky C, Weber GF. Identification of Prognostic Biomarkers by Combined mRNA and miRNA Expression Microarray Analysis in Pancreatic Cancer. Transl Oncol 2018; 11:700-714. [PMID: 29631214 PMCID: PMC6154866 DOI: 10.1016/j.tranon.2018.03.003] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 03/07/2018] [Accepted: 03/12/2018] [Indexed: 01/05/2023] Open
Abstract
Pancreatic cancer is the fourth leading cause for cancer-related death, and early diagnosis is one key to improve the survival rate of this disease. Molecular biomarkers are an important method for diagnostic use in pancreatic cancer. We used data from three mRNA microarray datasets and a microRNA dataset (GSE16515, GSE15471, GSE28735, and GSE41372) to identify potential key genes. Differentially expressed genes (DEGs) and microRNAs (DEMs) were identified. Functional, pathway enrichment, and protein-protein interaction analyses were performed on common DEGs across all datasets. The target genes of the DEMs were identified. DEMs targets that were also DEGs were further scrutinized using overall survival analysis. A total of 236 DEGs and 21 DEMs were identified. There were a total of four DEGs (ECT2, NR5A2, NRP2, and TGFBI), which were also predicted target genes of DEMs. Overall survival analysis showed that high expression levels of three of these genes (ECT2, NRP2, and TGFBI) were associated with poor overall survival for pancreatic cancer patients. The basic expression of DEGs in pancreas stood lower level in various organ tissues. The expression of ECT2 and NRP2 was higher in different pancreatic cancer cell lines than normal pancreas cell line. Knockout of ECT2 by Crispr Cas9 gene editing system decreased proliferation and migration ability in pancreatic cancer cell line MiaPaCa2. In conclusion, we think that data mining method can do well in biomarker screening, and ECT2 and NRP2 can play as potential biomarker or therapy target by Crispr Cas9 in pancreatic cancer.
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Affiliation(s)
- Bin Liu
- Department of Surgery, Universitätsklinikum Erlangen, Krankenhausstraße 12, Erlangen, Germany
| | - Hai Yang
- Department of Surgery, Universitätsklinikum Erlangen, Krankenhausstraße 12, Erlangen, Germany
| | - Leila Taher
- Division of Bioinformatics, Department of Biology, Friedrich-Alexander Universität Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Axel Denz
- Department of Surgery, Universitätsklinikum Erlangen, Krankenhausstraße 12, Erlangen, Germany
| | - Robert Grützmann
- Department of Surgery, Universitätsklinikum Erlangen, Krankenhausstraße 12, Erlangen, Germany
| | - Christian Pilarsky
- Department of Surgery, Universitätsklinikum Erlangen, Krankenhausstraße 12, Erlangen, Germany.
| | - Georg F Weber
- Department of Surgery, Universitätsklinikum Erlangen, Krankenhausstraße 12, Erlangen, Germany
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Sabillo A, Ramirez J, Domingo CR. Making muscle: Morphogenetic movements and molecular mechanisms of myogenesis in Xenopus laevis. Semin Cell Dev Biol 2016; 51:80-91. [PMID: 26853935 DOI: 10.1016/j.semcdb.2016.02.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Accepted: 02/01/2016] [Indexed: 12/15/2022]
Abstract
Xenopus laevis offers unprecedented access to the intricacies of muscle development. The large, robust embryos make it ideal for manipulations at both the tissue and molecular level. In particular, this model system can be used to fate map early muscle progenitors, visualize cell behaviors associated with somitogenesis, and examine the role of signaling pathways that underlie induction, specification, and differentiation of muscle. Several characteristics that are unique to X. laevis include myogenic waves with distinct gene expression profiles and the late formation of dermomyotome and sclerotome. Furthermore, myogenesis in the metamorphosing frog is biphasic, facilitating regeneration studies. In this review, we describe the morphogenetic movements that shape the somites and discuss signaling and transcriptional regulation during muscle development and regeneration. With recent advances in gene editing tools, X. laevis remains a premier model organism for dissecting the complex mechanisms underlying the specification, cell behaviors, and formation of the musculature system.
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Affiliation(s)
- Armbien Sabillo
- Department of Molecular & Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Julio Ramirez
- Department of Biology, San Francisco State University, CA 94132, USA
| | - Carmen R Domingo
- Department of Biology, San Francisco State University, CA 94132, USA.
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Luehders K, Sasai N, Davaapil H, Kurosawa-Yoshida M, Hiura H, Brah T, Ohnuma SI. The small leucine-rich repeat secreted protein Asporin induces eyes in Xenopus embryos through the IGF signalling pathway. Development 2016; 142:3351-61. [PMID: 26443635 DOI: 10.1242/dev.124438] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Small leucine-rich repeat proteoglycan (SLRP) family proteins play important roles in a number of biological events. Here, we demonstrate that the SLRP family member Asporin (ASPN) plays a crucial role in the early stages of eye development in Xenopus embryos. During embryogenesis, ASPN is broadly expressed in the neuroectoderm of the embryo. Overexpression of ASPN causes the induction of ectopic eyes. By contrast, blocking ASPN function with a morpholino oligonucleotide (ASPN-MO) inhibits eye formation, indicating that ASPN is an essential factor for eye development. Detailed molecular analyses revealed that ASPN interacts with insulin growth factor receptor (IGFR) and is essential for activating the IGF receptor-mediated intracellular signalling pathway. Moreover, ASPN perturbed the Wnt, BMP and Activin signalling pathways, suggesting that ASPN thereby creates a favourable environment in which the IGF signal can dominate. ASPN is thus a novel secreted molecule essential for eye induction through the coordination of multiple signalling pathways.
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Affiliation(s)
- Kristin Luehders
- Ocular Biology and Therapeutic unit (ORBIT), Institute of Ophthalmology, University College London, 11-43 Bath Street, London EC1V 9EL, UK
| | - Noriaki Sasai
- Ocular Biology and Therapeutic unit (ORBIT), Institute of Ophthalmology, University College London, 11-43 Bath Street, London EC1V 9EL, UK Developmental Biomedical Science, Graduate School of Biological Sciences, Nara Institute of Science and Technology (NAIST), 8916-5, Takayama-cho, Ikoma 630-0192, Japan
| | - Hongorzul Davaapil
- Ocular Biology and Therapeutic unit (ORBIT), Institute of Ophthalmology, University College London, 11-43 Bath Street, London EC1V 9EL, UK
| | - Maiko Kurosawa-Yoshida
- Department of Oncology, The Hutchison/MRC Research Centre, University of Cambridge, Hills Road, Cambridge CB2 2XZ, UK
| | - Hitoshi Hiura
- Ocular Biology and Therapeutic unit (ORBIT), Institute of Ophthalmology, University College London, 11-43 Bath Street, London EC1V 9EL, UK
| | - Tara Brah
- Ocular Biology and Therapeutic unit (ORBIT), Institute of Ophthalmology, University College London, 11-43 Bath Street, London EC1V 9EL, UK
| | - Shin-ichi Ohnuma
- Ocular Biology and Therapeutic unit (ORBIT), Institute of Ophthalmology, University College London, 11-43 Bath Street, London EC1V 9EL, UK Department of Oncology, The Hutchison/MRC Research Centre, University of Cambridge, Hills Road, Cambridge CB2 2XZ, UK
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Identification and characterization of transforming growth factor β induced gene (TGFBIG) from Branchiostoma belcheri: Insights into evolution of TGFBI family. Genomics 2014; 103:147-53. [DOI: 10.1016/j.ygeno.2013.10.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2013] [Revised: 09/21/2013] [Accepted: 10/07/2013] [Indexed: 01/03/2023]
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