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Universal correction of enzymatic sequence bias reveals molecular signatures of protein/DNA interactions
- Source :
- Nucleic Acids Research
- Publication Year :
- 2017
- Publisher :
- Cold Spring Harbor Laboratory, 2017.
-
Abstract
- Coupling molecular biology to high throughput sequencing has revolutionized the study of biology. Molecular genomics techniques are continually refined to provide higher resolution mapping of nucleic acid interactions and structure. Sequence preferences of enzymes can interfere with the accurate interpretation of these data. We developed seqOutBias to characterize enzymatic sequence bias from experimental data and scale individual sequence reads to correct intrinsic enzymatic sequence biases. SeqOutBias efficiently corrects DNase-seq, TACh-seq, ATAC-seq, MNase-seq, and PRO-seq data. We show that seqOutBias correction facilitates identification of true molecular signatures resulting from transcription factors and RNA polymerase interacting with DNA.
- Subjects :
- 0301 basic medicine
Sequence analysis
genetic processes
Genomics
Computational biology
Biology
Genome
DNA sequencing
03 medical and health sciences
chemistry.chemical_compound
Bias
RNA polymerase
Genetics
natural sciences
Transcription factor
Sequence (medicine)
Deoxyribonucleases
Computational Biology
High-Throughput Nucleotide Sequencing
Reproducibility of Results
DNA
DNA-Directed RNA Polymerases
030104 developmental biology
chemistry
Nucleic acid
Methods Online
Identification (biology)
Algorithms
Protein Binding
Transcription Factors
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Nucleic Acids Research
- Accession number :
- edsair.doi.dedup.....bc012bb95e0d0a3aa8fadbc900d5b2be
- Full Text :
- https://doi.org/10.1101/104364