Identification of potential constitutive and tissue-specific promoters and regulatory motifs in Glycine max through datamining of publicly available sequence data
Keating, Kathleen
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https://hdl.handle.net/2142/42489
Description
Title
Identification of potential constitutive and tissue-specific promoters and regulatory motifs in Glycine max through datamining of publicly available sequence data
Author(s)
Keating, Kathleen
Issue Date
2013-02-03T19:47:34Z
Director of Research (if dissertation) or Advisor (if thesis)
Hudson, Matthew E.
Department of Study
Crop Sciences
Discipline
Bioinformatics
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
M.S.
Degree Level
Thesis
Keyword(s)
bioinformatics
transcription
datamining
regulatory motifs
soybean
promoters
Abstract
This is a study of gene regulation in soybean (Glycine max), specifically at the level of transcription. Analysis was performed on publicly available soybean EST data, deposited in the NCBI UniGene database, combined with the soybean genome sequence. EST libraries were grouped based on the tissue they were created from. Grouped libraries were selectively filtered to find constitutive, leaf-preferential (not in seed or seed coat), and root-specific transcripts. Transcripts were annotated using G. max and Arabidopsis thaliana databases. Gene ontology term enrichment tools were used to visualize the functions of abundant transcripts for the constitutive, leaf-preferential and root-specific groups. Promoter motif analysis was performed on the promoters for the most highly expressed transcripts of each expression category. The analysis identified many probable constitutive, leaf-preferential and root-specific promoters, as well as several over-represented motifs.
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