Development and validation of a gene expression oligo microarray for the gilthead sea bream (Sparus aurata)

被引:48
作者
Ferraresso, Serena [1 ]
Vitulo, Nicola [2 ]
Mininni, Alba N. [1 ]
Romualdi, Chiara [2 ]
Cardazzo, Barbara [1 ]
Negrisolo, Enrico [1 ]
Reinhardt, Richard [3 ]
Canario, Adelino V. M. [4 ]
Patarnello, Tomaso [1 ]
Bargelloni, Luca [1 ]
机构
[1] Univ Padua, Fac Vet Med, Dept Publ Hlth Comparat Pathol & Vet Hyg, I-35020 Legnaro, Italy
[2] Univ Padua, CRIBI, Padua, Italy
[3] Max Planck Inst Mol Genet, D-14195 Berlin, Germany
[4] Univ Algarve, Ctr Ciencias Mar, P-8005139 Faro, Portugal
关键词
D O I
10.1186/1471-2164-9-580
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 [微生物学]; 0836 [生物工程]; 090102 [作物遗传育种]; 100705 [微生物与生化药学];
摘要
Background: Aquaculture represents the most sustainable alternative of seafood supply to substitute for the declining marine fisheries, but severe production bottlenecks remain to be solved. The application of genomic technologies offers much promise to rapidly increase our knowledge on biological processes in farmed species and overcome such bottlenecks. Here we present an integrated platform for mRNA expression profiling in the gilthead sea bream (Sparus aurata), a marine teleost of great importance for aquaculture. Results: A public data base was constructed, consisting of 19,734 unique clusters (3,563 contigs and 16,171 singletons). Functional annotation was obtained for 8,021 clusters. Over 4,000 sequences were also associated with a GO entry. Two 60mer probes were designed for each gene and in-situ synthesized on glass slides using Agilent SurePrint (TM) technology. Platform reproducibility and accuracy were assessed on two early stages of sea bream development (one-day and four days old larvae). Correlation between technical replicates was always > 0.99, with strong positive correlation between paired probes. A two class SAM test identified 1,050 differentially expressed genes between the two developmental stages. Functional analysis suggested that down-regulated transcripts (407) in older larvae are mostly essential/housekeeping genes, whereas tissue-specific genes are upregulated in parallel with the formation of key organs (eye, digestive system). Cross-validation of microarray data was carried out using quantitative qRT-PCR on 11 target genes, selected to reflect the whole range of fold-change and both up-regulated and down-regulated genes. A statistically significant positive correlation was obtained comparing expression levels for each target gene across all biological replicates. Good concordance between qRT-PCR and microarray data was observed between 2-and 7-fold change, while fold-change compression in the microarray was present for differences greater than 10-fold in the qRT-PCR. Conclusion: A highly reliable oligo-microarray platform was developed and validated for the gilthead sea bream despite the presently limited knowledge of the species transcriptome. Because of the flexible design this array will be able to accommodate additional probes as soon as novel unique transcripts are available.
引用
收藏
页数:15
相关论文
共 44 条
[1]
Annotated Expressed Sequence Tags (ESTs) from pre-smolt Atlantic salmon (Salmo salar) in a searchable data resource [J].
Adzhubei, Alexei A. ;
Vlasova, Anna V. ;
Hagen-Larsen, Heidi ;
Ruden, Torgeir A. ;
Laerdahl, Jon K. ;
Hoyheim, Bjorn .
BMC GENOMICS, 2007, 8
[2]
A comparison of normalization methods for high density oligonucleotide array data based on variance and bias [J].
Bolstad, BM ;
Irizarry, RA ;
Åstrand, M ;
Speed, TP .
BIOINFORMATICS, 2003, 19 (02) :185-193
[3]
Muscle fiber differentiation in fish embryos as shown by in situ hybridization of a large repertoire of muscle-specific transcripts [J].
Chauvigné, F ;
Cauty, C ;
Rallière, C ;
Rescan, PY .
DEVELOPMENTAL DYNAMICS, 2005, 233 (02) :659-666
[4]
A first generation Atlantic halibut Hippoglossus hippoglossus (L.) microarray:: application to developmental studies [J].
Douglas, S. E. ;
Knickle, L. C. ;
Williams, J. ;
Flight, R. M. ;
Reith, M. E. .
JOURNAL OF FISH BIOLOGY, 2008, 72 (09) :2391-2406
[5]
Comprehensive EST analysis of Atlantic halibut (Hippoglossus hippoglossus), a commercially relevant aquaculture species [J].
Douglas, Susan E. ;
Knickle, Leah C. ;
Kimball, Jennifer ;
Reith, Michael E. .
BMC GENOMICS, 2007, 8 (1)
[6]
Determinants of substitution rates in mammalian genes: Expression pattern affects selection intensity but not mutation rate [J].
Duret, L ;
Mouchiroud, D .
MOLECULAR BIOLOGY AND EVOLUTION, 2000, 17 (01) :68-74
[7]
Sequencing goes 454 and takes large-scale genomics into the wild [J].
Ellegren, Hans .
MOLECULAR ECOLOGY, 2008, 17 (07) :1629-1631
[8]
Gene discovery and annotation using LCM-454 transcriptome sequencing [J].
Emrich, Scott J. ;
Barbazuk, W. Brad ;
Li, Li ;
Schnable, Patrick S. .
GENOME RESEARCH, 2007, 17 (01) :69-73
[9]
A genetic linkage map of the hermaphrodite teleost fish Sparus aurata L. [J].
Franch, Rafaella ;
Louro, Bruno ;
Tsalavouta, Matina ;
Chatziplis, Dimitris ;
Tsigenopoulos, Costas S. ;
Sarropoulou, Elena ;
Antonello, Jenny ;
Magoulas, Andonis ;
Mylonas, Constantinos C. ;
Babbucci, Massimiliano ;
Patarnello, Tornaso ;
Power, Deborah M. ;
Kotoulas, Giorgos ;
Bargelloni, Luca .
GENETICS, 2006, 174 (02) :851-861
[10]
Construction of a robust microarray from a non-model species largemouth bass, Micropterus salmoides (Lacepede), using pyrosequencing technology [J].
Garcia-Reyero, N. ;
Griffitt, R. J. ;
Liu, L. ;
Kroll, K. J. ;
Farmerie, W. G. ;
Barber, D. S. ;
Denslow, N. D. .
JOURNAL OF FISH BIOLOGY, 2008, 72 (09) :2354-2376