Publication Date:
2010-06-19
Description:
The control of RNA alternative splicing is critical for generating biological diversity. Despite emerging genome-wide technologies to study RNA complexity, reliable and comprehensive RNA-regulatory networks have not been defined. Here, we used Bayesian networks to probabilistically model diverse data sets and predict the target networks of specific regulators. We applied this strategy to identify approximately 700 alternative splicing events directly regulated by the neuron-specific factor Nova in the mouse brain, integrating RNA-binding data, splicing microarray data, Nova-binding motifs, and evolutionary signatures. The resulting integrative network revealed combinatorial regulation by Nova and the neuronal splicing factor Fox, interplay between phosphorylation and splicing, and potential links to neurologic disease. Thus, we have developed a general approach to understanding mammalian RNA regulation at the systems level.〈br /〉〈br /〉〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3412410/" target="_blank"〉〈img src="https://static.pubmed.gov/portal/portal3rc.fcgi/4089621/img/3977009" border="0"〉〈/a〉 〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3412410/" target="_blank"〉This paper as free author manuscript - peer-reviewed and accepted for publication〈/a〉〈br /〉〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Zhang, Chaolin -- Frias, Maria A -- Mele, Aldo -- Ruggiu, Matteo -- Eom, Taesun -- Marney, Christina B -- Wang, Huidong -- Licatalosi, Donny D -- Fak, John J -- Darnell, Robert B -- K99 GM095713/GM/NIGMS NIH HHS/ -- NS34389/NS/NINDS NIH HHS/ -- UL1 RR024143/RR/NCRR NIH HHS/ -- Howard Hughes Medical Institute/ -- New York, N.Y. -- Science. 2010 Jul 23;329(5990):439-43. doi: 10.1126/science.1191150. Epub 2010 Jun 17.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Laboratory of Molecular Neuro-Oncology, Howard Hughes Medical Institute, The Rockefeller University, 1230 York Avenue, New York, NY 10021, USA. czhang@rockefeller.edu〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/20558669" target="_blank"〉PubMed〈/a〉
Keywords:
*Alternative Splicing
;
Animals
;
Antigens, Neoplasm/*metabolism
;
Artificial Intelligence
;
Bayes Theorem
;
Binding Sites
;
Brain/*metabolism
;
Cell Line
;
Computational Biology
;
Evolution, Molecular
;
Exons
;
*Gene Regulatory Networks
;
Humans
;
Introns
;
Mice
;
Models, Genetic
;
Models, Statistical
;
Nerve Tissue Proteins/*metabolism
;
Nervous System Diseases/genetics
;
Oligonucleotide Array Sequence Analysis
;
Phosphorylation
;
Protein Binding
;
Proteins/genetics/metabolism
;
RNA/metabolism
;
RNA-Binding Proteins/*metabolism
Print ISSN:
0036-8075
Electronic ISSN:
1095-9203
Topics:
Biology
,
Chemistry and Pharmacology
,
Computer Science
,
Medicine
,
Natural Sciences in General
,
Physics
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