Genome-wide use of high- and low-affinity Tbrain transcription factor binding sites during echinoderm development

被引:23
作者
Cary, Gregory A. [1 ]
Jarvela, Alys M. Cheatle [1 ,2 ]
Francolini, Rene D. [1 ]
Hinman, Veronica F. [1 ]
机构
[1] Carnegie Mellon Univ, Dept Biol Sci, 4400 5th Ave, Pittsburgh, PA 15213 USA
[2] Univ Maryland, Dept Entomol, College Pk, MD 20742 USA
基金
美国国家科学基金会;
关键词
Tbrain; echinoderm; binding site affinity; ChIP-seq; GENE REGULATORY NETWORK; SEA-URCHIN EMBRYO; EVOLUTION; SPECIFICATION; DIVERGENCE; EXPRESSION; DROSOPHILA; SPECIFICITIES; ARCHITECTURE; LINEAGE;
D O I
10.1073/pnas.1610611114
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Sea stars and sea urchins are model systems for interrogating the types of deep evolutionary changes that have restructured developmental gene regulatory networks (GRNs). Although cis-regulatory DNA evolution is likely the predominant mechanism of change, it was recently shown that Tbrain, a Tbox transcription factor protein, has evolved a changed preference for a low-affinity, secondary binding motif. The primary, high-affinity motif is conserved. To date, however, no genome-wide comparisons have been performed to provide an unbiased assessment of the evolution of GRNs between these taxa, and no study has attempted to determine the interplay between transcription factor binding motif evolution and GRN topology. The study here measures genome-wide binding of Tbrain orthologs by using ChIP-sequencing and associates these orthologs with putative target genes to assess global function. Targets of both factors are enriched for other regulatory genes, although nonoverlapping sets of functional enrichments in the two datasets suggest a much diverged function. The number of low-affinity binding motifs is significantly depressed in sea urchins compared with sea star, but both motif types are associated with genes from a range of functional categories. Only a small fraction (similar to 10%) of genes are predicted to be orthologous targets. Collectively, these data indicate that Tbr has evolved significantly different developmental roles in these echinoderms and that the targets and the binding motifs in associated cis-regulatory sequences are dispersed throughout the hierarchy of the GRN, rather than being biased toward terminal process or discrete functional blocks, which suggests extensive evolutionary tinkering.
引用
收藏
页码:5854 / 5861
页数:8
相关论文
共 64 条
[1]   HTSeq-a Python']Python framework to work with high-throughput sequencing data [J].
Anders, Simon ;
Pyl, Paul Theodor ;
Huber, Wolfgang .
BIOINFORMATICS, 2015, 31 (02) :166-169
[2]   MEME SUITE: tools for motif discovery and searching [J].
Bailey, Timothy L. ;
Boden, Mikael ;
Buske, Fabian A. ;
Frith, Martin ;
Grant, Charles E. ;
Clementi, Luca ;
Ren, Jingyuan ;
Li, Wilfred W. ;
Noble, William S. .
NUCLEIC ACIDS RESEARCH, 2009, 37 :W202-W208
[3]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]   Compact, universal DNA microarrays to comprehensively determine transcription-factor binding site specificities [J].
Berger, Michael F. ;
Philippakis, Anthony A. ;
Qureshi, Aaron M. ;
He, Fangxue S. ;
Estep, Preston W., III ;
Bulyk, Martha L. .
NATURE BIOTECHNOLOGY, 2006, 24 (11) :1429-1435
[5]   Universal protein-binding microarrays for the comprehensive characterization of the DNA-binding specificities of transcription factors [J].
Berger, Michael F. ;
Bulyk, Martha L. .
NATURE PROTOCOLS, 2009, 4 (03) :393-411
[6]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[7]   Divergence of transcription factor binding sites across related yeast species [J].
Borneman, Anthony R. ;
Gianoulis, Tara A. ;
Zhang, Zhengdong D. ;
Yu, Haiyuan ;
Rozowsky, Joel ;
Seringhaus, Michael R. ;
Wang, Lu Yong ;
Gerstein, Mark ;
Snyder, Michael .
SCIENCE, 2007, 317 (5839) :815-819
[8]   BLAST plus : architecture and applications [J].
Camacho, Christiam ;
Coulouris, George ;
Avagyan, Vahram ;
Ma, Ning ;
Papadopoulos, Jason ;
Bealer, Kevin ;
Madden, Thomas L. .
BMC BIOINFORMATICS, 2009, 10
[9]  
Cameron RA, 2015, MAR GENOM, V22, P1, DOI [10.1016/j.margen.2015.02.004, 10.1016/j.margen2015.02.004]
[10]   SpBase: the sea urchin genome database and web site [J].
Cameron, R. Andrew ;
Samanta, Manoj ;
Yuan, Autumn ;
He, Dong ;
Davidson, Eric .
NUCLEIC ACIDS RESEARCH, 2009, 37 :D750-D754