Comparative promoter analysis and its application in analysis of PTH-regulated gene expression

被引:14
|
作者
Qiu, P
Qin, L
Sorrentino, RP
Greene, JR
Wang, LQ
机构
[1] Schering Plough Res Inst, Bioinformat Grp, Kenilworth, NJ 07033 USA
[2] Schering Plough Res Inst, Discovery Technol Dept, Kenilworth, NJ 07033 USA
[3] Univ Med & Dent New Jersey, Robert Wood Johnson Med Sch, Dept Physiol & Biophys, Piscataway, NJ 08854 USA
[4] CUNY City Coll, Grad Sch, Dept Biol, New York, NY 10031 USA
[5] CUNY, Univ Ctr, New York, NY 10031 USA
关键词
PTH; comparative analysis; promoter; TRANSFAC; transcription factor; COMPUTATIONAL ANALYSIS; TRANSCRIPTION FACTORS; PARATHYROID-HORMONE; GENOMIC SEQUENCES; BINDING SITES; ELEMENTS; IDENTIFICATION; TRANSFAC; CELLS; DISCOVERY;
D O I
10.1016/S0022-2836(03)00053-6
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Taking advantage of the "working draft" of the human genome and the MIT shotgun assembly of the mouse genome, we performed a comparative promoter analysis of human RefSeq mRNA (sequences from GenBank's RefSeq database). By combining this analysis with a transcription factor (TF) binding site analysis using a TRANSFAC position weight matrix (PWM) search, 86% of non-specific TF sites were removed. Using a set of genes that are regulated by parathyroid hormone (PTH), a statistical analysis was performed on the conserved TF binding sites among a set of eight human and mouse genes. From among the eight genes tested, we obtained a set of 31 TFs, suggesting possible roles for associated genes in PTH-mediated pathways. All three known PTH-responsive TFs (AP1, RUNX2, CREB) were correctly predicted by this analysis as well as two other potential TFs (VDR and CEBPDelta). Additionally, a model was made to describe the TF site characteristic module of PTH-regulated genes. This model was then used to search all human RefSeq gene promoters with established human-mouse ortholog relationships to identify other PTH-regulated genes. This comparative approach combined with statistical analysis proved to be sufficiently specific to decipher critical TFs involved in PTH-regulated pathways. (C) 2003 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:1327 / 1336
页数:10
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