High-throughput methodology for identifying RNA-protein interactions transcriptome-wide
Methods of identifying RNA-protein interaction sites are provided. Systems for identifying RNA-protein interaction sites are provided. Systems for identifying secondary structures are provided. Methods of identifying secondary structures are provided. Methods of identifying RNA-binding proteins are provided.
1. A system for transcriptome-wide identification of RNA-protein interaction sites, said RNA-protein interaction sites being different or similar between cell types and/or biological conditions, said system comprising:
an RNA footprinting database, the RNA footprinting database comprising data associated with an RNase footprinting library comprising RNA-protein binding sites of a prior uncharacterized RNA-binding protein, wherein the RNase footprinting library is prepared by:
exposing a eukaryotic cell to a crosslinking agent;
obtaining a nucleic acid-containing sample from the cell;
treating a first fraction of the sample with a single-stranded RNase;
thereafter treating the first fraction with a protease or proteinase;
treating a second fraction of the sample with a double-stranded RNase;
thereafter treating the second fraction with a protease or proteinase;
isolating RNA from the first fraction and the second fraction; and
preparing a strand specific sequence library from the isolated RNA; and
a processor configured to perform the steps of:
identifying candidate protein binding sites within the RNase footprinting library;
identifying sequence level motifs within the candidate protein binding sites; and
comparing the sequence level motifs between cell types and/or biological conditions to thereby identify said RNA-protein interaction sites being different or similar between cell types and/or biological conditions.
2. A system for transcriptome-wide identification of RNA-protein interaction sites, said RNA-protein interaction sites being different or similar between cell types and/or biological conditions, said system comprising:
one or more processors configured to execute program instructions;
a computer-readable medium containing executable instructions that when executed by the one or more processors, cause the system to perform the steps of:
compiling data to obtain an RNase footprinting library comprising RNA-protein binding sites of a prior uncharacterized RNA-binding protein, wherein the RNase footprinting library is prepared by:
exposing a eukaryotic cell to a crosslinking agent;
obtaining a nucleic acid-containing sample from the cell;
treating a first fraction of the sample with a single-stranded RNase;
thereafter treating the first fraction with a protease or proteinase;
treating a second fraction of the sample with a double-stranded RNase;
thereafter treating the second fraction with a protease or proteinase;
isolating RNA from the first fraction and the second fraction; and
preparing a strand specific sequence library from the isolated RNA;
accessing the RNase footprinting library;
identifying candidate protein binding sites within the RNase footprinting library;
identifying sequence level motifs within the candidate protein binding sites; and
comparing the sequence level motifs between cell types and/or biological conditions to thereby identify said RNA-protein interaction sites being different or similar between cell types and/or biological conditions.
3. The system of claim 2 , wherein identifying candidate protein binding sites includes identifying protein protected sites; and comparing the protein protected sites with previously published protein data.
4. The system of claim 3 , wherein the computer-readable medium further causes the system to perform functional analysis of the protein protected sites.
5. The system of claim 4 , wherein the functional analysis includes at least one of performing classification and genomic distribution of the protein protected sites; performing conservation analysis of the protein protected sites; comparing the protein protected sites with previously published protein data; or performing SNP association of the protein protected sites.
6. The system of claim 3 , wherein the computer-readable medium further causes the system to perform secondary structure analysis of the protein protected sites.
7. The system of claim 2 , wherein the identifying sequence level motifs includes selecting a site specific candidate protein binding site from the candidate protein binding sites; and performing a MEME motif search on the site specific candidate protein binding site to identify at least one motif.
8. The system of claim 7 , wherein the computer-readable medium further causes the system to perform secondary structure analysis of the at least one motif.