TY - JOUR
T1 - Measuring quantitative effects of methylation on transcription factor–DNA binding affinity
AU - Zuo, Zheng
AU - Roy, Basab
AU - Chang, Yiming Kenny
AU - Granas, David
AU - Stormo, Gary D.
N1 - Funding Information:
We thank the anonymous reviewers for several good suggestions that improved the manuscript, including the addition of HOXB13 in the analysis. Funding: This work was supported by NIH grant HG000249. Author contributions: Z.Z. conceived the Methyl-Spec-seq method, developed it and the 2color-CFA method, and performed experiments on all proteins except BATF1. B.R. performed additional experiments on GLI1 and ZFP57, including fluorescence anisotropy. Y.K.C. performed Methyl-Spec-seq on BATF1. D.G. developed software for Meth-ePWMs and logos. G.D.S. supervised the overall work. Z.Z., B.R., and G.D.S. wrote the manuscript. Competing interests: The authors declare that they have no competing interests. Data and materials availability: All data needed to evaluate the conclusions in the paper are present in the paper and/or the Supplementary Materials. Additional data related to this paper may be requested from the authors. Raw reads for all of the Methyl-Spec-seq experiments, as well as tabulated results for each sequence variant, can be found in the National Center for Biotechnology Information short-read archive under accession codes GSE98686, GSE98669, GSE98542, and GSE102703. The plasmids for expressing each protein are available at http://addgene.org/Gary_Stormo/.
Publisher Copyright:
Copyright © 2017 The Authors.
PY - 2017
Y1 - 2017
N2 - Methylation of CpG (cytosine-phosphate-guanine) dinucleotides is a common epigenetic mark that influences gene expression. The effects of methylation on transcription factor (TF) binding are unknown for most TFs and, even when known, such knowledge is often only qualitative. In reality, methylation sensitivity is a quantitative effect, just as changes to the DNA sequence have quantitative effects on TF binding affinity. We describe Methyl-Spec-seq, an easy-to-use method that measures the effects of CpG methylation (mCPG) on binding affinity for hundreds to thousands of variants in parallel, allowing one to quantitatively assess the effects at every position in a binding site. We demonstrate its use on several important DNA binding proteins. We calibrate the accuracy of Methyl-Spec-seq using a novel two-color competitive fluorescence anisotropy method that can accurately determine the relative affinities of two sequences in solution. We also present software that extends standard methods for representing, visualizing, and searching for matches to binding site motifs to include the effects of methylation. These tools facilitate the study of the consequences for gene regulation of epigenetic marks on DNA.
AB - Methylation of CpG (cytosine-phosphate-guanine) dinucleotides is a common epigenetic mark that influences gene expression. The effects of methylation on transcription factor (TF) binding are unknown for most TFs and, even when known, such knowledge is often only qualitative. In reality, methylation sensitivity is a quantitative effect, just as changes to the DNA sequence have quantitative effects on TF binding affinity. We describe Methyl-Spec-seq, an easy-to-use method that measures the effects of CpG methylation (mCPG) on binding affinity for hundreds to thousands of variants in parallel, allowing one to quantitatively assess the effects at every position in a binding site. We demonstrate its use on several important DNA binding proteins. We calibrate the accuracy of Methyl-Spec-seq using a novel two-color competitive fluorescence anisotropy method that can accurately determine the relative affinities of two sequences in solution. We also present software that extends standard methods for representing, visualizing, and searching for matches to binding site motifs to include the effects of methylation. These tools facilitate the study of the consequences for gene regulation of epigenetic marks on DNA.
UR - http://www.scopus.com/inward/record.url?scp=85041552977&partnerID=8YFLogxK
U2 - 10.1126/sciadv.aao1799
DO - 10.1126/sciadv.aao1799
M3 - Article
C2 - 29159284
AN - SCOPUS:85041552977
SN - 2375-2548
VL - 3
JO - Science Advances
JF - Science Advances
IS - 11
M1 - eaao1799
ER -