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This represents a substantial improvement over their current state of annotation.
This result was greatly influenced by the state of annotation of the transcripts for the cattle as only 199 of 375 probe sets had sufficient annotation for cluster analysis by DAVID.
Manual validation is nevertheless necessary because of the discrepencies between the state of annotation and published knowledge.
1) The presence of many (young) retroposons in the various species crucially depends on the state of annotation (high, for example in pica; low in rabbit and hare).
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This difference probably reflects the state of annotations of the two genomes.
The present manuscript examines the current state of gene annotation in reference databases and, in particular, aims to improve the annotation of conserved 3′UTRs.
Given the current state of functional annotation completeness for the GO, it is expected that there are some number of functionally interesting clusters that will be missed, however the number of false positives is expected to be very low with GOSteiner.
Experimental results on two standard annotation datasets have shown the effectiveness of the proposed method by comparing with several state-of-the-art annotation methods.
With ClinVar and CADD, VariantDB thus contains two state-of-the-art annotation resources to interpret the functional impact of variants, in addition to several other widely used annotation sources.
Furthermore, we evaluate six state-of-the-art annotation pipelines and show that their predictions are markedly dissimilar (Jaccard similarity coefficient of 0.27 between pipelines on average).
Classification strategies using annotated genes are dependent on the state of functional gene annotation and exclude a large part of information on gene expression that is available in signature genes that have not yet been integrated into a functional context.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com