4.6 Article

Software for Computing and Annotating Genomic Ranges

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PLOS COMPUTATIONAL BIOLOGY
卷 9, 期 8, 页码 -

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PUBLIC LIBRARY SCIENCE
DOI: 10.1371/journal.pcbi.1003118

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  1. National Institutes of Health [P41 HG004059, U41 HG004059]
  2. National Heart, Lung and Blood Institute [R01 HL086601, R01 HL093076, R01 HL094635]

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We describe Bioconductor infrastructure for representing and computing on annotated genomic ranges and integrating genomic data with the statistical computing features of R and its extensions. At the core of the infrastructure are three packages: IRanges, GenomicRanges, and GenomicFeatures. These packages provide scalable data structures for representing annotated ranges on the genome, with special support for transcript structures, read alignments and coverage vectors. Computational facilities include efficient algorithms for overlap and nearest neighbor detection, coverage calculation and other range operations. This infrastructure directly supports more than 80 other Bioconductor packages, including those for sequence analysis, differential expression analysis and visualization.

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