Gene discovery using computational and microarray analysis of transcription in the Drosophila melanogaster testis

Justen Andrews, Gerard G. Bouffard, Chris Cheadle, Jining Lü, Kevin G. Becker, Brian Oliver

Research output: Contribution to journalArticle

Abstract

Identification and annotation of all the genes in the sequenced Drosophila genome is a work in progress. Wild-type testis function requires many genes and is thus of potentially high value for the identification of transcription units. We therefore undertook a survey of the repertoire of genes expressed in the Drosophila testis by computational and microarray analysis. We generated 3141 high-quality testis expressed sequence tags (ESTs). Testis ESTs computationally collapsed into 1560 cDNA set used for further analysis. Of those, 11% correspond to named genes, and 33% provide biological evidence for a predicted gene. A surprising 47% fail to align with existing ESTs and 16% with predicted genes in the current genome release. EST frequency and microarray expression profiles indicate that the testis mRNA population is highly complex and shows an extended range of transcript abundance. Furthermore, >80% of the genes expressed in the testis showed onefold overexpression relative to ovaries, or gonadectomized files. Additionally, >3% showed more than threefold overexpression at p <0.05. Surprisingly, 22% of the genes most highly overexpressed in testis match Drosophila genomic sequence, but not predicted genes. These data strongly support the idea that sequencing additional cDNA libraries from defined tissues, such as testis, will be important tools for refined annotation of the Drosophila genome. Additionally, these data suggest that the number of genes in Drosophila will significantly exceed the conservative estimate of 13,601.

Original languageEnglish (US)
Pages (from-to)2030-2043
Number of pages14
JournalGenome research
Volume10
Issue number12
DOIs
StatePublished - Dec 1 2000

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ASJC Scopus subject areas

  • Genetics
  • Genetics(clinical)

Cite this

Andrews, J., Bouffard, G. G., Cheadle, C., Lü, J., Becker, K. G., & Oliver, B. (2000). Gene discovery using computational and microarray analysis of transcription in the Drosophila melanogaster testis. Genome research, 10(12), 2030-2043. https://doi.org/10.1101/gr.10.12.2030