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Zhang X, Wang S, Chen S, Chen Y, Liu Y, Shao C, Wang Q, Lu Y, Gong G, Ding S, Sha Z. Transcriptome analysis revealed changes of multiple genes involved in immunity in Cynoglossus semilaevis during Vibrio anguillarum infection. FISH & SHELLFISH IMMUNOLOGY 2015; 43:209-218. [PMID: 25543033 DOI: 10.1016/j.fsi.2014.11.018] [Citation(s) in RCA: 85] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2014] [Revised: 11/15/2014] [Accepted: 11/16/2014] [Indexed: 06/04/2023]
Abstract
Half-smooth tongue sole (Cynoglossus semilaevis) is one of the most valuable marine aquatic species in Northern China. Given to the rapid development of aquaculture industry, the C. semilaevis was subjected to disease-causing bacteria Vibrio anguillarum. It therefore is indispensable and urgent to understand the mechanism of C. semilaevis host defense against V. anguillarum infection. In the present study, the extensively analysis at the transcriptome level for V. Anguillarum disease in tongue sole was carried out. In total, 94,716 high quality contigs were generated from 75,884,572 clean reads in three libraries (HOSG, NOSG, and CG). 22,746 unigenes were identified when compared with SwissProt, an NR protein database and NT nucleotide database. 954 genes exhibiting the differentially expression at least one pair of comparison in all three libraries were identified. GO enrichment for these genes revealed gene response to biotic stimulus, immune system regulation, and immune response and cytokine production. Further, the pathways such as complement and coagulation cascades and Vibrio cholerae infection pathways were enriched in defensing of pathogen. Besides, 13,428 SSRs and 118,239 SNPs were detected in tongue sole, providing further support for genetic variation and marker-assisted selection in future. In summary, this study identifies several putative immune pathways and candidate genes deserving further investigation in the context of development of therapeutic regimens and lays the foundation for selecting resistant lines of C. semilaevis against V. anguillarum.
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Affiliation(s)
- Xiang Zhang
- Key Laboratory for Sustainable Utilization of Marine Fisheries Resources, Ministry of Agriculture, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, Shandong, China; Laboratory of Marine Biodiversity and Global Change, College of Oceanography and Environmental Science, Xiamen University, 182 Daxue Road, Xiamen 361005, Fujian, China
| | - Shaolin Wang
- Department of Psychiatry & Neurobiology Science, University of Virginia, 1670 Discovery Drive, Suite 110, Charlottesville 22911, VA, USA
| | - Songlin Chen
- Key Laboratory for Sustainable Utilization of Marine Fisheries Resources, Ministry of Agriculture, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, Shandong, China
| | - Yadong Chen
- Key Laboratory for Sustainable Utilization of Marine Fisheries Resources, Ministry of Agriculture, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, Shandong, China
| | - Yang Liu
- College of Fisheries and Life Science, Dalian Ocean University, Dalian 116023, China
| | - Changwei Shao
- Key Laboratory for Sustainable Utilization of Marine Fisheries Resources, Ministry of Agriculture, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, Shandong, China
| | - Qilong Wang
- Key Laboratory for Sustainable Utilization of Marine Fisheries Resources, Ministry of Agriculture, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, Shandong, China
| | - Yang Lu
- Key Laboratory for Sustainable Utilization of Marine Fisheries Resources, Ministry of Agriculture, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, Shandong, China
| | - Guangye Gong
- Key Laboratory for Sustainable Utilization of Marine Fisheries Resources, Ministry of Agriculture, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, Shandong, China
| | - Shaoxiong Ding
- Laboratory of Marine Biodiversity and Global Change, College of Oceanography and Environmental Science, Xiamen University, 182 Daxue Road, Xiamen 361005, Fujian, China
| | - Zhenxia Sha
- Key Laboratory for Sustainable Utilization of Marine Fisheries Resources, Ministry of Agriculture, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, Shandong, China.
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Yoon TD, Lee HW, Kim YS, Choi HJ, Moon JO, Yoon S. Identification and analysis of expressed genes using a cDNA library from rat thymus during regeneration following cyclophosphamide-induced T cell depletion. Int J Mol Med 2013; 31:731-9. [PMID: 23314113 DOI: 10.3892/ijmm.2013.1238] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2012] [Accepted: 12/12/2012] [Indexed: 11/05/2022] Open
Abstract
Understanding the mechanisms of thymus regeneration is necessary for designing strategies to enhance host immunity when immune function is suppressed due to T cell depletion. In this study, expressed sequence tag (EST) analysis was performed following generation of a regenerating thymus cDNA library to identify genes expressed in thymus regeneration. A total of 1,000 ESTs were analyzed, of which 770 (77%) matched to known genes, 178 matched to unknown genes (17.8%) and 52 (5.2%) did not match any known sequences. The ESTs matched to known genes were grouped into eight functional categories: gene/protein synthesis (28%), metabolism (24%), cell signaling and communication (17%), cell structure and motility (6%), cell/organism defense and homeostasis (6%), cell division (3%), cell death/apoptosis (2%), and unclassified genes (14%). Based on the data of RT-PCR analysis, the expression of TLP, E2IG2, pincher, Paip2, TGF-β1, 4-1BB and laminin α3 genes was increased during thymus regeneration. These results provide extensive molecular information, for the first time, on thymus regeneration indicating that the regenerating thymus cDNA library may be a useful source for identifying various genes expressed during thymus regeneration.
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Affiliation(s)
- Tae-Deuk Yoon
- Department of Anatomy, Pusan National University, School of Medicine, Yangsan, Gyeongsangnam-do 626-870, Republic of Korea
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Expressed sequence tags (ESTs) based identification of genes and expression analysis of leukocyte cell-derived chemotaxin-2 (LECT2) from Epinephelus bruneus. Gene 2012; 491:88-101. [DOI: 10.1016/j.gene.2011.08.029] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2011] [Revised: 07/30/2011] [Accepted: 08/29/2011] [Indexed: 01/14/2023]
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Mazurais D, Darias M, Zambonino-Infante J, Cahu C. Transcriptomics for understanding marine fish larval development1This review is part of a virtual symposium on current topics in aquaculture of marine fish and shellfish. CAN J ZOOL 2011. [DOI: 10.1139/z11-036] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The larval phase is a crucial period in the life of marine fish. During this phase, the organism will acquire the phenotype of an adult fish through the development of tissues and organs and the maturation of some of the principal physiological functions. Many biological processes (differentiation, cellular proliferation, growth, etc.) are regulated during this period. These regulations take place at different biological levels and particularly concern the expression of genes involved in larval ontogenesis processes. The development of bioinformatic resources (DNA or cDNA sequences) and molecular tools enabling high throughput gene expression analysis (microarrays) have allowed the transcriptome of marine fish species to be studied. In the present review, we summarize the main findings from transcriptomic investigations of development of marine fish larvae. Special attention is paid to investigations of transcriptomic patterns during postembryonic development and to the impact of environmental or nutritional factors on the transcriptome of marine fish larvae. Transcriptomic approaches will be especially useful in the future for investigating the effect of temperature and water acidification (or pH) on the development of different fish species in the context of global climate change.
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Affiliation(s)
- D. Mazurais
- Institut Français de Recherche pour l’Exploitation de la Mer (IFREMER), Technopole Brest Iroise, BP70, 29280 Plouzané, France
| | - M. Darias
- Investigación y Tecnología Agroalimentarias – Centre de Sant Carles de la Ràpita (IRTA–SCR), Unitat de Cultius Experimentals, Carretera del Poble Nou s/n, 43540 – Sant Carles de la Ràpita, Spain
| | - J.L. Zambonino-Infante
- Institut Français de Recherche pour l’Exploitation de la Mer (IFREMER), Technopole Brest Iroise, BP70, 29280 Plouzané, France
| | - C.L. Cahu
- Institut Français de Recherche pour l’Exploitation de la Mer (IFREMER), Technopole Brest Iroise, BP70, 29280 Plouzané, France
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Mu Y, Ding F, Cui P, Ao J, Hu S, Chen X. Transcriptome and expression profiling analysis revealed changes of multiple signaling pathways involved in immunity in the large yellow croaker during Aeromonas hydrophila infection. BMC Genomics 2010; 11:506. [PMID: 20858287 PMCID: PMC2997002 DOI: 10.1186/1471-2164-11-506] [Citation(s) in RCA: 127] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2010] [Accepted: 09/22/2010] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND The large yellow croaker (Pseudosciaena crocea) is an economically important marine fish in China suffering from severe outbreaks of infectious disease caused by marine bacteria such as Aeromonas hydrophila (A. hydrophila), resulting in great economic losses. However, the mechanisms involved in the immune response of this fish to bacterial infection are not fully understood. To understand the molecular mechanisms underlying the immune response to such pathogenic bacteria, we used high-throughput deep sequencing technology to investigate the transcriptome and comparative expression profiles of the large yellow croaker infected with A. hydrophila. RESULTS A total of 13,611,340 reads were obtained and assembled into 26,313 scaffolds in transcriptional responses of the A. hydrophila-infected large yellow croaker. Via annotation to the NCBI database, we obtained 8216 identified unigenes. In total, 5590 (68%) unigenes were classified into Gene Ontology, and 3094 unigenes were found in 20 KEGG categories. These genes included representatives from almost all functional categories. By using Solexa/Illumina's DeepSAGE, 1996 differentially expressed genes (P value < 0.05) were detected in comparative analysis of the expression profiles between A. hydrophila-infected fish and control fish, including 727 remarkably upregulated genes and 489 remarkably downregulated genes. Dramatic differences were observed in genes involved in the inflammatory response. Bacterial infection affected the gene expression of many components of signaling cascades, including the Toll-like receptor, JAK-STAT, and MAPK pathways. Genes encoding factors involved in T cell receptor (TCR) signaling were also revealed to be regulated by infection in these fish. CONCLUSION Based on our results, we conclude that the inflammatory response may play an important role in the early stages of infection. The signaling cascades such as the Toll-like receptor, JAK-STAT, and MAPK pathways are regulated by A. hydrophila infection. Interestingly, genes encoding factors involved in TCR signaling were revealed to be downregulated by infection, indicating that TCR signaling was suppressed at this early period. These results revealed changes of multiple signaling pathways involved in immunity during A. hydrophila infection, which will facilitate our comprehensive understanding of the mechanisms involved in the immune response to bacterial infection in the large yellow croaker.
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Affiliation(s)
- Yinnan Mu
- Key Laboratory of Marine Biogenetic Resources, Third Institute of Oceanography, State Oceanic Administration, Xiamen, China
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Lee BY, Howe AE, Conte MA, D'Cotta H, Pepey E, Baroiller JF, di Palma F, Carleton KL, Kocher TD. An EST resource for tilapia based on 17 normalized libraries and assembly of 116,899 sequence tags. BMC Genomics 2010; 11:278. [PMID: 20433739 PMCID: PMC2874815 DOI: 10.1186/1471-2164-11-278] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2009] [Accepted: 04/30/2010] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Large collections of expressed sequence tags (ESTs) are a fundamental resource for analysis of gene expression and annotation of genome sequences. We generated 116,899 ESTs from 17 normalized and two non-normalized cDNA libraries representing 16 tissues from tilapia, a cichlid fish widely used in aquaculture and biological research. RESULTS The ESTs were assembled into 20,190 contigs and 36,028 singletons for a total of 56,218 unique sequences and a total assembled length of 35,168,415 bp. Over the whole project, a unique sequence was discovered for every 2.079 sequence reads. 17,722 (31.5%) of these unique sequences had significant BLAST hits (e-value < 10(-10)) to the UniProt database. CONCLUSION Normalization of the cDNA pools with double-stranded nuclease allowed us to efficiently sequence a large collection of ESTs. These sequences are an important resource for studies of gene expression, comparative mapping and annotation of the forthcoming tilapia genome sequence.
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Affiliation(s)
- Bo-Young Lee
- Department of Biology, University of Maryland, College Park, Maryland 20742, USA
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Tsai CL, Wang LH, Shiue YL, Chao TY. Influence of temperature on the ontogenetic expression of neural development-related genes from developing tilapia brain expressed sequence tags. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2007; 9:243-61. [PMID: 17252285 DOI: 10.1007/s10126-006-6089-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2006] [Accepted: 10/15/2006] [Indexed: 05/13/2023]
Abstract
The developing central neural circuits in teleosts are genetically controlled and temperature-initiated. We compiled a list of transcripts expressed in the developing tilapia (Oreochromis mossambicus) brain using expressed sequence tags derived from the developing brain, and investigated genes with thermosensitive ontogenetic expression. Of 1084 clones, 893 were unique genes, 445 of which were known. Fourteen of the latter were neural development-related, and the ontogenetic expression of nine was temperature-influenced. Discs large homolog 5, myelin expression factor 2, plasticity-related protein-2, tsc2 gene product-related genes, and an inhibitor of differentiation protein 2 (Id2) were differentially temperature-influenced according to their developmental stages. Endothelial differentiation-related factor 1, midkine-related growth factor b, and mitogen-activated protein kinase 14b were specifically influenced by elevated temperature, and beta-catenin-like isoform 1 by lower temperature. Neural development-related genes, particularly those with thermosensitive ontogenetic expression, might be important for developing central neural circuits in teleosts.
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Affiliation(s)
- C L Tsai
- Department of Marine Biotechnology and Resources, National Sun Yat-sen University, Kaohsiung, 804, Taiwan.
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