Scientific ReportsGenomicsPeer-reviewed journal article
Daphnia stressor database: Taking advantage of a decade of Daphnia ‘-omics’ data for gene annotation
Suda Parimala RavindraniD, Jennifer Lüneburg, Lisa Gottschlich, Verena TamsiD, Mathilde CordellieriD
Abstract
Gene expression patterns help to measure and characterize the effect of environmental perturbations at the cellular and organism-level. Complicating interpretation is the presence of uncharacterized or \"hypothetical\" gene functions for a large percentage of genomes. This is particularly evident in Daphnia genomes, which contains many regions coding for \"hypothetical proteins\" and are significantly divergent from many of the available arthropod model species, but might be ecologically important. In the present study, we developed a gene expression database, the Daphnia stressor database (http://www.daphnia-stressordb.uni-hamburg.de/dsdbstart.php), built from 90 published studies on Daphnia gene expression. Using a comparative genomics approach, we used the database to annotate D. galeata transcripts. The extensive body of literature available for Daphnia species allowed to associate stressors with gene expression patterns. We believe that our stressor based annotation strategy allows for better understanding and interpretation of the functional role of the understudied hypothetical or uncharacterized Daphnia genes, thereby increasing our understanding of Daphnias genetic and phenotypic variability.
- organism: Drosophila
- assay: bulk RNA-seq
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 17
- FWCI
- 0.99
- Field percentile
- top 27%
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