Abstract
Chemical probing of RNA and DNA structure is a widely used and highly informative approach for examining nucleic acid structure and for evaluating interactions with protein and small-molecule ligands. Use of capillary electrophoresis to analyze chemical probing experiments yields hundreds of nucleotides of information per experiment and can be performed on automated instruments. Extraction of the information from capillary electrophoresis electropherograms is a computationally intensive multistep analytical process, and no current software provides rapid, automated, and accurate data analysis. To overcome this bottleneck, we developed a platform-independent, user-friendly software package, QuShape, that yields quantitatively accurate nucleotide reactivity information with minimal user supervision. QuShape incorporates newly developed algorithms for signal decay correction, alignment of time-varying signals within and across capillaries and relative to the RNA nucleotide sequence, and signal scaling across channels or experiments. An analysis-by-reference option enables multiple, related experiments to be fully analyzed in minutes. We illustrate the usefulness and robustness of QuShape by analysis of RNA SHAPE (selective 2'-hydroxyl acylation analyzed by primer extension) experiments.
MeSH Terms
Algorithms
DNA, Bacterial/analysis
DNA, Viral/analysis
Electrophoresis, Capillary/instrumentation,methods
Escherichia coli/genetics
Humans
Nucleic Acid Probes/analysis
RNA, Bacterial/analysis
RNA, Viral/analysis
Sequence Alignment/instrumentation,methods
Software
Chemicals
DNA, Bacterial
DNA, Viral
Nucleic Acid Probes
RNA, Bacterial
RNA, Viral
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Karabiber Fethullah
Department of Computer Engineering, Yildiz Technical University, 34220 Istanbul, Turkey.
McGinnis Jennifer L
Favorov Oleg V
Weeks Kevin M
References (24)
24 references, click to expand
-
Chemical and photochemical probing of DNA complexes.
J Mol Recognit. 1990 Feb;3(1):1-25
PMID: 2191698
-
Fingerprinting noncanonical and tertiary RNA structures by differential SHAPE reactivity.
J Am Chem Soc. 2012 Aug 15;134(32):13160-3
PMID: 22852530
-
Advances in RNA structure analysis by chemical probing.
Curr Opin Struct Biol. 2010 Jun;20(3):295-304
PMID: 20447823
-
Multiplexed RNA structure characterization with selective 2'-hydroxyl acylation analyzed by primer extension sequencing (SHAPE-Seq).
Proc Natl Acad Sci U S A. 2011 Jul 5;108(27):11063-8
PMID: 21642531
-
Identification of common molecular subsequences.
J Mol Biol. 1981 Mar 25;147(1):195-7
PMID: 7265238
-
ShapeFinder: a software system for high-throughput quantitative analysis of nucleic acid reactivity information resolved by capillary electrophoresis.
RNA. 2008 Oct;14(10):1979-90
PMID: 18772246
-
Modeling and automation of sequencing-based characterization of RNA structure.
Proc Natl Acad Sci U S A. 2011 Jul 5;108(27):11069-74
PMID: 21642536
-
RNA structure analysis at single nucleotide resolution by selective 2'-hydroxyl acylation and primer extension (SHAPE).
J Am Chem Soc. 2005 Mar 30;127(12):4223-31
PMID: 15783204
-
Architecture and secondary structure of an entire HIV-1 RNA genome.
Nature. 2009 Aug 6;460(7256):711-6
PMID: 19661910
-
Influence of nucleotide identity on ribose 2'-hydroxyl reactivity in RNA.
RNA. 2009 Jul;15(7):1314-21
PMID: 19458034
-
The mechanisms of RNA SHAPE chemistry.
J Am Chem Soc. 2012 Apr 18;134(15):6617-24
PMID: 22475022
-
Selective 2'-hydroxyl acylation analyzed by primer extension (SHAPE): quantitative RNA structure analysis at single nucleotide resolution.
Nat Protoc. 2006;1(3):1610-6
PMID: 17406453
-
Strong correlation between SHAPE chemistry and the generalized NMR order parameter (S2) in RNA.
J Am Chem Soc. 2008 Sep 17;130(37):12244-5
PMID: 18710236
-
High-throughput SHAPE and hydroxyl radical analysis of RNA structure and ribonucleoprotein assembly.
Methods Enzymol. 2009;468:67-89
PMID: 20946765
-
HiTRACE: high-throughput robust analysis for capillary electrophoresis.
Bioinformatics. 2011 Jul 1;27(13):1798-805
PMID: 21561922
-
Principles for understanding the accuracy of SHAPE-directed RNA structure modeling.
Biochemistry. 2013 Jan 29;52(4):588-95
PMID: 23316814
-
Simplified RNA secondary structure mapping by automation of SHAPE data analysis.
Nucleic Acids Res. 2011 Dec;39(22):e151
PMID: 21965531
-
RNA structure probing dash seq.
Proc Natl Acad Sci U S A. 2011 Jul 5;108(27):10933-4
PMID: 21700884
-
Evaluating our ability to predict the structural disruption of RNA by SNPs.
BMC Genomics. 2012 Jun 18;13 Suppl 4:S6
PMID: 22759654
-
Definition of a high-affinity Gag recognition structure mediating packaging of a retroviral RNA genome.
Proc Natl Acad Sci U S A. 2010 Nov 9;107(45):19248-53
PMID: 20974908
-
High-throughput SHAPE analysis reveals structures in HIV-1 genomic RNA strongly conserved across distinct biological states.
PLoS Biol. 2008 Apr 29;6(4):e96
PMID: 18447581
-
High-throughput single-nucleotide structural mapping by capillary automated footprinting analysis.
Nucleic Acids Res. 2008 Jun;36(11):e63
PMID: 18477638
-
Femtomole SHAPE reveals regulatory structures in the authentic XMRV RNA genome.
J Am Chem Soc. 2011 Dec 21;133(50):20326-34
PMID: 22126209
-
Accurate SHAPE-directed RNA structure determination.
Proc Natl Acad Sci U S A. 2009 Jan 6;106(1):97-102
PMID: 19109441