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Correcting nucleotide-specific biases in high-throughput sequencing data.

BMC bioinformatics | 2017

High-throughput sequence (HTS) data exhibit position-specific nucleotide biases that obscure the intended signal and reduce the effectiveness of these data for downstream analyses. These biases are particularly evident in HTS assays for identifying regulatory regions in DNA (DNase-seq, ChIP-seq, FAIRE-seq, ATAC-seq). Biases may result from many experiment-specific factors, including selectivity of DNA restriction enzymes and fragmentation method, as well as sequencing technology-specific factors, such as choice of adapters/primers and sample amplification methods.

Pubmed ID: 28764645 RIS Download

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Associated grants

  • Agency: NCI NIH HHS, United States
    Id: P30 CA016086
  • Agency: NIEHS NIH HHS, United States
    Id: R01 ES024983
  • Agency: NIDDK NIH HHS, United States
    Id: T32 DK007737
  • Agency: NIGMS NIH HHS, United States
    Id: T32 GM067553

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