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The ENCODE Blacklist: Identification of Problematic Regions of the Genome

Scientific Reports · 2019 · Vol. 9(1) · pp. 9354–9354
Haley M. AmemiyaAnshul KundajeAlan P. Boyle

Abstract

Functional genomics assays based on high-throughput sequencing greatly expand our ability to understand the genome. Here, we define the ENCODE blacklist- a comprehensive set of regions in the human, mouse, worm, and fly genomes that have anomalous, unstructured, or high signal in next-generation sequencing experiments independent of cell line or experiment. The removal of the ENCODE blacklist is an essential quality measure when analyzing functional genomics data.

Single-cell and spatial transcriptomicsGenomics and Phylogenetic StudiesGene expression and cancer classificationBlacklistENCODEGenomeGenomicsComputational biologyIdentification (biology)BiologyDNA sequencingHuman genomeFunctional genomics

MeSH terms

AnimalsHumansSoftwareGenomeSequence Analysis, DNAComputational BiologyGenomicsDatabases, Genetic

Funding

  • National Institutes of Health
  • National Human Genome Research Institute
  • National Institute of General Medical Sciences
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1,991
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