4.8 Article

ConBind: motif-aware cross-species alignment for the identification of functional transcription factor binding sites

Journal

NUCLEIC ACIDS RESEARCH
Volume 44, Issue 8, Pages -

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/nar/gkv1518

Keywords

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Funding

  1. Bloodwise
  2. Wellcome Trust
  3. Cancer Research UK
  4. Biotechnology and Biological Sciences Research Council
  5. National Institute of Health Research
  6. Medical Research Council
  7. Wellcome Trust-MRC Cambridge Stem Cell Institute
  8. Netherlands Bioinformatics Centre [Biorange project BR1.3]
  9. VU University Amsterdam
  10. BBSRC [BB/I00050X/1] Funding Source: UKRI
  11. Biotechnology and Biological Sciences Research Council [BB/I00050X/1] Funding Source: researchfish
  12. Cancer Research UK [12765] Funding Source: researchfish
  13. Medical Research Council [MC_PC_12009] Funding Source: researchfish

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Eukaryotic gene expression is regulated by transcription factors (TFs) binding to promoter as well as distal enhancers. TFs recognize short, but specific binding sites (TFBSs) that are located within the promoter and enhancer regions. Functionally relevant TFBSs are often highly conserved during evolution leaving a strong phylogenetic signal. While multiple sequence alignment (MSA) is a potent tool to detect the phylogenetic signal, the current MSA implementations are optimized to align the maximum number of identical nucleotides. This approach might result in the omission of conserved motifs that contain interchangeable nucleotides such as the ETS motif (IUPAC code: GGAW). Here, we introduce ConBind, a novel method to enhance alignment of short motifs, even if their mutual sequence similarity is only partial. ConBind improves the identification of conserved TFBSs by improving the alignment accuracy of TFBS families within orthologous DNA sequences. Functional validation of the Gfi1b + 13 enhancer reveals that ConBind identifies additional functionally important ETS binding sites that were missed by all other tested alignment tools. In addition to the analysis of known regulatory regions, our web tool is useful for the analysis of TFBSs on so far unknown DNA regions identified through ChIP-sequencing.

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