RT Journal
A1 Ke, Shengdong
A1 Shang, Shulian
A1 Kalachikov, Sergey M.
A1 Morozova, Irina
A1 Yu, Lin
A1 Russo, James J.
A1 Ju, Jingyue
A1 Chasin, Lawrence A.
T1 Quantitative evaluation of all hexamers as exonic splicing elements
JF Genome Research 
JO Genome Research 
YR 2011 
FD August 01 
VO 21 
IS 8 
SP 1360 
OP 1374 
DO 10.1101/gr.119628.110 
UL http://genome.cshlp.org/content/21/8/1360.abstract 
AB We describe a comprehensive quantitative measure of the splicing impact of a complete set of RNA 6-mer sequences by deep sequencing successfully spliced transcripts. All 4096 6-mers were substituted at five positions within two different internal exons in a 3-exon minigene, and millions of successfully spliced transcripts were sequenced after transfection of human cells. The results allowed the assignment of a relative splicing strength score to each mutant molecule. The effect of 6-mers on splicing often depended on their location; much of this context effect could be ascribed to the creation of different overlapping sequences at each site. Taking these overlaps into account, the splicing effect of each 6-mer could be quantified, and 6-mers could be designated as enhancers (ESEseqs) and silencers (ESSseqs), with an ESRseq score indicating their strength. Some 6-mers exhibited positional bias relative to the two splice sites. The distribution and conservation of these ESRseqs in and around human exons supported their classification. Predicted RNA secondary structure effects were also seen: Effective enhancers, silencers and 3′ splice sites tend to be single stranded, and effective 5′ splice sites tend to be double stranded. 6-mers that may form positive or negative synergy with another were also identified. Chromatin structure may also influence the splicing enhancement observed, as a good correspondence was found between splicing performance and the predicted nucleosome occupancy scores of 6-mers. This approach may prove of general use in defining nucleic acid regulatory motifs, substitute for functional SELEX in most cases, and provide insights about splicing mechanisms.