Identification of transcriptional regulatory elements in chemosensory receptor genes by probabilistic segmentation

被引:32
作者
McCarroll, SA
Li, H
Bargmann, CI [1 ]
机构
[1] Univ Calif San Francisco, Dept Anat, San Francisco, CA 94143 USA
[2] Univ Calif San Francisco, Dept Biochem & Biophys, San Francisco, CA 94143 USA
[3] Rockefeller Univ, Howard Hughes Med Inst, New York, NY 10021 USA
关键词
D O I
10.1016/j.cub.2005.02.023
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
Genome sequencing has allowed many gene regulatory elements to be identified through cross-species comparisons [1-5]. However, the expression of genes in multigene families can diverge rapidly between related species [6-9]. An alternative approach to characterizing multigene families utilizes the fact that genes within the group are likely to share aspects of their regulation. Here, we use a statistical approach, probabilistic segmentation [10], to identify sequences that are overrepresented in the regions upstream of C. elegans chemosensory receptor genes. Although each of these elements is present in only a subset of the genes, their distribution across and within the promoters of chemosensory receptor genes makes it possible to detect them. Many of the motifs show positional preference with respect to the translational start site and correspond to the binding sites of known families of transcription factors. We verified one motif, the E-box sequence WWYCACSTGYY, by showing that it directs expression of reporter genes to the ADL chemosensory neurons. Thus, probabilistic segmentation can be used to identify functional regulatory elements with no previous knowledge of gene expression or regulation. This approach may be of particular value for rapidly evolving genes in the immune system and the nervous system.
引用
收藏
页码:347 / 352
页数:6
相关论文
共 28 条
[1]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[2]   CisOrtho: A program pipeline for genome-wide identification of transcription factor target genes using phylogenetic footprinting [J].
Bigelow, HR ;
Wenick, AS ;
Wong, A ;
Hobert, O .
BMC BIOINFORMATICS, 2004, 5 (1)
[3]   Building a dictionary for genomes: Identification of presumptive regulatory sites by statistical analysis [J].
Bussemaker, HJ ;
Li, H ;
Siggia, ED .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (18) :10096-10100
[4]   Feeding status and serotonin rapidly and reversibly modulate a Caenorhabditis elegans chemosensory circuit [J].
Chao, MY ;
Komatsu, H ;
Fukuto, HS ;
Dionne, HM ;
Hart, AC .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (43) :15512-15517
[5]   WebLogo: A sequence logo generator [J].
Crooks, GE ;
Hon, G ;
Chandonia, JM ;
Brenner, SE .
GENOME RESEARCH, 2004, 14 (06) :1188-1190
[6]  
Daniels SA, 2000, GENETICS, V156, P123
[7]   Social feeding in Caenorhabditis elegans is induced by neurons that detect aversive stimuli [J].
de Bono, M ;
Tobin, DM ;
Davis, MW ;
Avery, L ;
Bargmann, CI .
NATURE, 2002, 419 (6910) :899-903
[8]   A strategy for identifying transcription factor binding sites reveals two classes of genornic c-Myc target sites [J].
Haggerty, TJ ;
Zeller, KI ;
Osthus, RC ;
Wonsey, DR ;
Dang, CV .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (09) :5313-5318
[9]   A novel family of putative pheromone receptors in mammals with a topographically organized and sexually dimorphic distribution [J].
Herrada, G ;
Dulac, C .
CELL, 1997, 90 (04) :763-773
[10]   Targets of TGF-β signaling in Caenorhabditis elegans dauer formation [J].
Inoue, T ;
Thomas, JH .
DEVELOPMENTAL BIOLOGY, 2000, 217 (01) :192-204