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Yadetie F, Karlsen OA, Lanzén A, Berg K, Olsvik P, Hogstrand C, Goksøyr A. Global transcriptome analysis of Atlantic cod (Gadus morhua) liver after in vivo methylmercury exposure suggests effects on energy metabolism pathways. AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2013; 126:314-325. [PMID: 23103053 DOI: 10.1016/j.aquatox.2012.09.013] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2012] [Revised: 09/17/2012] [Accepted: 09/23/2012] [Indexed: 06/01/2023]
Abstract
Methylmercury (MeHg) is a widely distributed contaminant polluting many aquatic environments, with health risks to humans exposed mainly through consumption of seafood. The mechanisms of toxicity of MeHg are not completely understood. In order to map the range of molecular targets and gain better insights into the mechanisms of toxicity, we prepared Atlantic cod (Gadus morhua) 135k oligonucleotide arrays and performed global analysis of transcriptional changes in the liver of fish treated with MeHg (0.5 and 2 mg/kg of body weight) for 14 days. Inferring from the observed transcriptional changes, the main pathways significantly affected by the treatment were energy metabolism, oxidative stress response, immune response and cytoskeleton remodeling. Consistent with known effects of MeHg, many transcripts for genes in oxidative stress pathways such as glutathione metabolism and Nrf2 regulation of oxidative stress response were differentially regulated. Among the differentially regulated genes, there were disproportionate numbers of genes coding for enzymes involved in metabolism of amino acids, fatty acids and glucose. In particular, many genes coding for enzymes of fatty acid beta-oxidation were up-regulated. The coordinated effects observed on many transcripts coding for enzymes of energy pathways may suggest disruption of nutrient metabolism by MeHg. Many transcripts for genes coding for enzymes in the synthetic pathways of sulphur containing amino acids were also up-regulated, suggesting adaptive responses to MeHg toxicity. By this toxicogenomics approach, we were also able to identify many potential biomarker candidate genes for monitoring environmental MeHg pollution. These results based on changes on transcript levels, however, need to be confirmed by other methods such as proteomics.
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Affiliation(s)
- Fekadu Yadetie
- Department of Molecular Biology, University of Bergen, Norway.
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Xia JH, He XP, Bai ZY, Lin G, Yue GH. Analysis of the Asian seabass transcriptome based on expressed sequence tags. DNA Res 2011; 18:513-22. [PMID: 22086997 PMCID: PMC3223082 DOI: 10.1093/dnares/dsr036] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Analysis of transcriptomes is of great importance in genomic studies. Asian seabass is an important fish species. A number of genomic tools in it were developed, while large expressed sequence tag (EST) data are lacking. We sequenced ESTs from nine normalized cDNA libraries and obtained 11 431 high-quality ESTs. We retrieved 8524 ESTs from dbEST database and analyzed all 19 975 ESTs using bioinformatics tools. After clustering, we obtained 8837 unique sequences (2838 contigs and 5999 singletons). The average contig length was 574 bp. Annotation of these unique sequences revealed that 48.9% of them showed significant homology to RNA sequences in GenBank. Functional classification of the unique ESTs identified a broad range of genes involved in different functions. We identified 6114 putative single-nucleotide polymorphisms and 634 microsatellites in ESTs. We discovered different temporal and spatial expression patterns of some immune-related genes in the Asian seabass after challenging with a pathogen Vibrio harveyi. The unique EST sequences are being used in developing a cDNA microarray to examine global gene expression and will also facilitate future whole-genome sequence assembly and annotation of Asian seabass and comparative genomics.
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Affiliation(s)
- Jun Hong Xia
- Molecular Population Genetics Group, Temasek Life Sciences Laboratory, National University of Singapore
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Jia X, Zou Z, Wang G, Wang S, Wang Y, Zhang Z. Gene expression profiling in respond to TBT exposure in small abalone Haliotis diversicolor. FISH & SHELLFISH IMMUNOLOGY 2011; 31:557-563. [PMID: 21767652 DOI: 10.1016/j.fsi.2011.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2011] [Revised: 06/18/2011] [Accepted: 07/02/2011] [Indexed: 05/31/2023]
Abstract
In this study, we investigated the gene expression profiling of small abalone, Haliotis diversicolor by tributyltin (TBT) exposure using a cDNA microarray containing 2473 unique transcripts. Totally, 107 up-regulated genes and 41 down-regulated genes were found. For further investigation of candidate genes from microarray data and EST analysis, quantitative real-time PCR was performed at 6 h, 24 h, 48 h, 96 h and 192 h TBT exposure. 26 genes were found to be significantly differentially expressed in different time course, 3 of them were unknown. Some gene homologues like cellulose, endo-beta-1,4-glucanase, ferritin subunit 1 and thiolester containing protein II CG7052-PB might be the good biomarker candidate for TBT monitor. The identification of stress response genes and their expression profiles will permit detailed investigation of the defense responses of small abalone genes.
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Affiliation(s)
- Xiwei Jia
- The Key Laboratory of Science and Technology for Aquaculture and Food Safety, Fisheries College, Jimei University, Xiamen, Fujian 361021, China
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Booman M, Borza T, Feng CY, Hori TS, Higgins B, Culf A, Léger D, Chute IC, Belkaid A, Rise M, Gamperl AK, Hubert S, Kimball J, Ouellette RJ, Johnson SC, Bowman S, Rise ML. Development and experimental validation of a 20K Atlantic cod (Gadus morhua) oligonucleotide microarray based on a collection of over 150,000 ESTs. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2011; 13:733-50. [PMID: 21127932 PMCID: PMC3139889 DOI: 10.1007/s10126-010-9335-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2010] [Accepted: 11/05/2010] [Indexed: 05/24/2023]
Abstract
The collapse of Atlantic cod (Gadus morhua) wild populations strongly impacted the Atlantic cod fishery and led to the development of cod aquaculture. In order to improve aquaculture and broodstock quality, we need to gain knowledge of genes and pathways involved in Atlantic cod responses to pathogens and other stressors. The Atlantic Cod Genomics and Broodstock Development Project has generated over 150,000 expressed sequence tags from 42 cDNA libraries representing various tissues, developmental stages, and stimuli. We used this resource to develop an Atlantic cod oligonucleotide microarray containing 20,000 unique probes. Selection of sequences from the full range of cDNA libraries enables application of the microarray for a broad spectrum of Atlantic cod functional genomics studies. We included sequences that were highly abundant in suppression subtractive hybridization (SSH) libraries, which were enriched for transcripts responsive to pathogens or other stressors. These sequences represent genes that potentially play an important role in stress and/or immune responses, making the microarray particularly useful for studies of Atlantic cod gene expression responses to immune stimuli and other stressors. To demonstrate its value, we used the microarray to analyze the Atlantic cod spleen response to stimulation with formalin-killed, atypical Aeromonas salmonicida, resulting in a gene expression profile that indicates a strong innate immune response. These results were further validated by quantitative PCR analysis and comparison to results from previous analysis of an SSH library. This study shows that the Atlantic cod 20K oligonucleotide microarray is a valuable new tool for Atlantic cod functional genomics research.
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Affiliation(s)
- Marije Booman
- Ocean Sciences Centre, Memorial University of Newfoundland, 1 Marine Lab Road, St. John’s, NL Canada A1C 5S7
| | - Tudor Borza
- Genome Atlantic, 1721 Lower Water Street, Halifax, NS Canada B3J 1S5
| | - Charles Y. Feng
- Ocean Sciences Centre, Memorial University of Newfoundland, 1 Marine Lab Road, St. John’s, NL Canada A1C 5S7
| | - Tiago S. Hori
- Ocean Sciences Centre, Memorial University of Newfoundland, 1 Marine Lab Road, St. John’s, NL Canada A1C 5S7
| | - Brent Higgins
- Genome Atlantic, 1721 Lower Water Street, Halifax, NS Canada B3J 1S5
| | - Adrian Culf
- Atlantic Microarray Facility, Atlantic Cancer Research Institute, 35 Providence Street, Moncton, NB Canada E1C 8X3
| | - Daniel Léger
- Atlantic Microarray Facility, Atlantic Cancer Research Institute, 35 Providence Street, Moncton, NB Canada E1C 8X3
| | - Ian C. Chute
- Atlantic Microarray Facility, Atlantic Cancer Research Institute, 35 Providence Street, Moncton, NB Canada E1C 8X3
| | - Anissa Belkaid
- Atlantic Microarray Facility, Atlantic Cancer Research Institute, 35 Providence Street, Moncton, NB Canada E1C 8X3
| | - Marlies Rise
- Ocean Sciences Centre, Memorial University of Newfoundland, 1 Marine Lab Road, St. John’s, NL Canada A1C 5S7
- Genome Atlantic, 1721 Lower Water Street, Halifax, NS Canada B3J 1S5
| | - A. Kurt Gamperl
- Ocean Sciences Centre, Memorial University of Newfoundland, 1 Marine Lab Road, St. John’s, NL Canada A1C 5S7
| | - Sophie Hubert
- Genome Atlantic, 1721 Lower Water Street, Halifax, NS Canada B3J 1S5
| | - Jennifer Kimball
- NRC Institute for Marine Biosciences, 1411 Oxford Street, Halifax, NS Canada B3H 3Z1
| | - Rodney J. Ouellette
- Atlantic Microarray Facility, Atlantic Cancer Research Institute, 35 Providence Street, Moncton, NB Canada E1C 8X3
| | - Stewart C. Johnson
- Pacific Biological Station, Fisheries and Oceans Canada, Nanaimo, BC Canada V9T 6N7
| | - Sharen Bowman
- Genome Atlantic, 1721 Lower Water Street, Halifax, NS Canada B3J 1S5
| | - Matthew L. Rise
- Ocean Sciences Centre, Memorial University of Newfoundland, 1 Marine Lab Road, St. John’s, NL Canada A1C 5S7
- Canada Research Chair (Tier 2) in Marine Biotechnology, Ocean Sciences Centre, Memorial University of Newfoundland, 1 Marine Lab Road, St. John’s, NL Canada A1C 5S7
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