title: Experimental validation of predicted mammalian erythroid cis-regulatory modules.
abstract: Multiple alignments of genome sequences are helpful guides to functional analysis, but predicting cis-regulatory modules (CRMs) accurately from such alignments remains an elusive goal. We predict CRMs for mammalian genes expressed in red blood cells by combining two properties gleaned from aligned, noncoding genome sequences: a positive regulatory potential (RP) score, which detects similarity to patterns in alignments distinctive for regulatory regions, and conservation of a binding site motif for the essential erythroid transcription factor GATA-1. Within eight target loci, we tested 75 noncoding segments by reporter gene assays in transiently transfected human K562 cells and/or after site-directed integration into murine erythroleukemia cells. Segments with a high RP score and a conserved exact match to the binding site consensus are validated at a good rate (50%-100%, with rates increasing at higher RP), whereas segments with lower RP scores or nonconsensus binding motifs tend to be inactive. Active DNA segments were shown to be occupied by GATA-1 protein by chromatin immunoprecipitation, whereas sites predicted to be inactive were not occupied. We verify four previously known erythroid CRMs and identify 28 novel ones. Thus, high RP in combination with another feature of a CRM, such as a conserved transcription factor binding site, is a good predictor of functional CRMs. Genome-wide predictions based on RP and a large set of well-defined transcription factor binding sites are available through servers at http://www.bx.psu.edu/.
authors.affiliation: Center for Comparative Genomics and Bioinformatics of the Huck Institutes of Life Sciences, The Pennsylvania State University, University Park, Pennsylvania 16802, USA.
authors.forename: Hao
authors.initials: H
authors.lastname: Wang
authors.forename: Ying
authors.initials: Y
authors.lastname: Zhang
authors.forename: Yong
authors.initials: Y
authors.lastname: Cheng
authors.forename: Yuepin
authors.initials: Y
authors.lastname: Zhou
authors.forename: David C
authors.initials: DC
authors.lastname: King
authors.forename: James
authors.initials: J
authors.lastname: Taylor
authors.forename: Francesca
authors.initials: F
authors.lastname: Chiaromonte
authors.forename: Jyotsna
authors.initials: J
authors.lastname: Kasturi
authors.forename: Hanna
authors.initials: H
authors.lastname: Petrykowska
authors.forename: Brian
authors.initials: B
authors.lastname: Gibb
authors.forename: Christine
authors.initials: C
authors.lastname: Dorman
authors.forename: Webb
authors.initials: W
authors.lastname: Miller
authors.forename: Louis C
authors.initials: LC
authors.lastname: Dore
authors.forename: John
authors.initials: J
authors.lastname: Welch
authors.forename: Mitchell J
authors.initials: MJ
authors.lastname: Weiss
authors.forename: Ross C
authors.initials: RC
authors.lastname: Hardison
mesh_terms: D020816:Amino Acid Motifs; D000595:Amino Acid Sequence; D000818:Animals; D001665:Binding Sites; D047369:Chromatin Immunoprecipitation; D017124:Conserved Sequence; D050982:GATA1 Transcription Factor / Q000737:chemistry / Q000378:metabolism; D020869:Gene Expression Profiling; D017930:Genes, Reporter; D016678:Genome; D006801:Humans; D020014:K562 Cells; D004915:Leukemia, Erythroblastic, Acute / Q000235:genetics*; D008322:Mammals; D051379:Mice; D012045:Regulatory Sequences, Nucleic Acid / Q000235:genetics*; D015203:Reproducibility of Results; D014162:Transfection
chemical_list: D050982:GATA1 Transcription Factor