ExprAlign--the identification of ESTs in non-model species by alignment of cDNA microarray expression profiles.

BACKGROUND: Sequence identification of ESTs from non-model species offers distinct challenges particularly when these species have duplicated genomes and when they are phylogenetically distant from sequenced model organisms. For the common carp, an environmental model of aquacultural interest, large numbers of ESTs remained unidentified using BLAST sequence alignment. We have used the expression profiles from large-scale microarray experiments to suggest gene identities. RESULTS: Expression profiles from approximation 700 cDNA microarrays describing responses of 7 major tissues to multiple environmental stressors were used to define a co-expression landscape. This was based on the Pearsons correlation coefficient relating each gene with all other genes, from which a network description provided clusters of highly correlated genes as 'mountains'. We show that these contain genes with known identities and genes with unknown identities, and that the correlation constitutes evidence of identity in the latter. This procedure has suggested identities to 522 of 2701 unknown carp ESTs sequences. We also discriminate several common carp genes and gene isoforms that were not discriminated by BLAST sequence alignment alone. Precision in identification was substantially improved by use of data from multiple tissues and treatments. CONCLUSION: The detailed analysis of co-expression landscapes is a sensitive technique for suggesting an identity for the large number of BLAST unidentified cDNAs generated in EST projects. It is capable of detecting even subtle changes in expression profiles, and thereby of distinguishing genes with a common BLAST identity into different identities. It benefits from the use of multiple treatments or contrasts, and from the large-scale microarray data.

Regional variation in parvalbumin isoform expression correlates with muscle performance in common carp (Cyprinus carpio).

The mechanical properties of the axial muscles vary along the length of a fish's body. This variation in performance correlates with the expression of certain muscle proteins. Parvalbumin (PARV) is an important calcium binding protein that helps modulate intracellular calcium levels which set the size and shape of the muscle calcium transient. It therefore has a central role in determining the functional properties of the muscle. Transcript data revealed eight specific isoforms of PARV in common carp (Cyprinus carpio) skeletal muscle which we classified as alpha1 and beta1-7. This study is the first to show expression of all eight skeletal muscle PARV isoforms in carp at the protein level and relate regional differences in expression to performance. All of the PARV isoforms were characterised at the protein level using 2D-PAGE and tandem mass spectrometry. Comparison of carp muscle from different regions of the fish revealed a higher level of expression of PARV isoforms beta4 and beta5 in the anterior region, which was accompanied by an increase in the rate of relaxation. We postulate that changes in specific PARV isoform expression are an important part of the adaptive change in muscle mechanical properties in response to varying functional demands and environmental change.

Hypoxia-inducible myoglobin expression in nonmuscle tissues.

Myoglobin (Myg) is an oxygen-binding hemoprotein that is widely thought to be expressed exclusively in oxidative skeletal and cardiac myocytes, where it plays a key role in coping with chronic hypoxia. We now show in a hypoxia-tolerant fish model, that Myg is also expressed in a range of other tissues, including liver, gill, and brain. Moreover, expression of Myg transcript was substantially enhanced during chronic hypoxia, the fold-change induction being far greater in liver than muscle. By using 2D gel electrophoresis, we have confirmed that liver expresses a protein corresponding to the Myg-1 transcript and that it is significantly up-regulated during hypoxia. We have also discovered a second, unique Myg isoform, distinct from neuroglobin, which is expressed exclusively in the neural tissue but whose transcript expression was unaffected by environmental hypoxia. Both observations of nonmuscle expression and a brain-specific isoform are unprecedented, indicating that Myg may play a much wider role than previously understood and that Myg might function in the protection of tissues from deep hypoxia and ischemia as well as in reoxygenation and reperfusion injury.