Measuring quantitative effects of methylation on transcription factor-DNA binding affinity
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...
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Veröffentlicht in: | Science advances 2017-11, Vol.3 (11), p.eaao1799-eaao1799 |
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creator | Zuo, Zheng Roy, Basab Chang, Yiming Kenny Granas, David Stormo, Gary D |
description | 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. |
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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.</description><identifier>ISSN: 2375-2548</identifier><identifier>EISSN: 2375-2548</identifier><identifier>DOI: 10.1126/sciadv.aao1799</identifier><identifier>PMID: 29159284</identifier><language>eng</language><publisher>United States: American Association for the Advancement of Science</publisher><subject>Animals ; Biochemistry ; CCCTC-Binding Factor - chemistry ; CCCTC-Binding Factor - metabolism ; CpG Islands ; DNA - chemistry ; DNA - metabolism ; DNA Methylation ; Fluorescence Polarization ; Homeodomain Proteins - chemistry ; Homeodomain Proteins - metabolism ; Mice ; Molecular Biology ; Patched-1 Receptor - chemistry ; Patched-1 Receptor - metabolism ; Protein Binding ; Recombinant Proteins - biosynthesis ; Recombinant Proteins - chemistry ; Recombinant Proteins - isolation & purification ; Repressor Proteins - chemistry ; Repressor Proteins - genetics ; Repressor Proteins - metabolism ; SciAdv r-articles ; Transcription Factors - chemistry ; Transcription Factors - metabolism</subject><ispartof>Science advances, 2017-11, Vol.3 (11), p.eaao1799-eaao1799</ispartof><rights>Copyright © 2017 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). 2017 The Authors</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c390t-117f4abad567cc913f95760cd7f066cdf3019edb5ff15d2597923e5b531844403</citedby><cites>FETCH-LOGICAL-c390t-117f4abad567cc913f95760cd7f066cdf3019edb5ff15d2597923e5b531844403</cites><orcidid>0000-0001-9117-1769 ; 0000-0002-8953-5866 ; 0000-0001-6896-1850</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5694663/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5694663/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29159284$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zuo, Zheng</creatorcontrib><creatorcontrib>Roy, Basab</creatorcontrib><creatorcontrib>Chang, Yiming Kenny</creatorcontrib><creatorcontrib>Granas, David</creatorcontrib><creatorcontrib>Stormo, Gary D</creatorcontrib><title>Measuring quantitative effects of methylation on transcription factor-DNA binding affinity</title><title>Science advances</title><addtitle>Sci Adv</addtitle><description>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.</description><subject>Animals</subject><subject>Biochemistry</subject><subject>CCCTC-Binding Factor - chemistry</subject><subject>CCCTC-Binding Factor - metabolism</subject><subject>CpG Islands</subject><subject>DNA - chemistry</subject><subject>DNA - metabolism</subject><subject>DNA Methylation</subject><subject>Fluorescence Polarization</subject><subject>Homeodomain Proteins - chemistry</subject><subject>Homeodomain Proteins - metabolism</subject><subject>Mice</subject><subject>Molecular Biology</subject><subject>Patched-1 Receptor - chemistry</subject><subject>Patched-1 Receptor - metabolism</subject><subject>Protein Binding</subject><subject>Recombinant Proteins - biosynthesis</subject><subject>Recombinant Proteins - chemistry</subject><subject>Recombinant Proteins - isolation & purification</subject><subject>Repressor Proteins - chemistry</subject><subject>Repressor Proteins - genetics</subject><subject>Repressor Proteins - metabolism</subject><subject>SciAdv r-articles</subject><subject>Transcription Factors - chemistry</subject><subject>Transcription Factors - metabolism</subject><issn>2375-2548</issn><issn>2375-2548</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVUU1LAzEQDaLYUnv1KHv0sjXZbLKbi1DqJ1S96MVLyGaTNrKbtEm20H_v1taiMDDDzJs3j3kAXCI4QSijN0EaUW8mQjhUMHYChhkuSJqRvDz9Uw_AOIQvCCHKKSWInYNBxhBhWZkPweeLEqHzxi6SdSdsNFFEs1GJ0lrJGBKnk1bF5bbp284mfUQvbJDerH4aWsjofHr3Ok0qY-sdj9DaWBO3F-BMiyao8SGPwMfD_fvsKZ2_PT7PpvNUYgZjilChc1GJmtBCSoawZqSgUNaFhpTKWmOImKorojUidUZYwTKsSEUwKvM8h3gEbve8q65qVS2V7SU2fOVNK_yWO2H4_4k1S75wG04o6z-Ce4LrA4F3606FyFsTpGoaYZXrAkeMUtYLK8seOtlDpXcheKWPZxDkO0_43hN-8KRfuPor7gj_dQB_A8NrjEw</recordid><startdate>20171101</startdate><enddate>20171101</enddate><creator>Zuo, Zheng</creator><creator>Roy, Basab</creator><creator>Chang, Yiming Kenny</creator><creator>Granas, David</creator><creator>Stormo, Gary D</creator><general>American Association for the Advancement of Science</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-9117-1769</orcidid><orcidid>https://orcid.org/0000-0002-8953-5866</orcidid><orcidid>https://orcid.org/0000-0001-6896-1850</orcidid></search><sort><creationdate>20171101</creationdate><title>Measuring quantitative effects of methylation on transcription factor-DNA binding affinity</title><author>Zuo, Zheng ; Roy, Basab ; Chang, Yiming Kenny ; Granas, David ; Stormo, Gary D</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c390t-117f4abad567cc913f95760cd7f066cdf3019edb5ff15d2597923e5b531844403</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Animals</topic><topic>Biochemistry</topic><topic>CCCTC-Binding Factor - chemistry</topic><topic>CCCTC-Binding Factor - metabolism</topic><topic>CpG Islands</topic><topic>DNA - chemistry</topic><topic>DNA - metabolism</topic><topic>DNA Methylation</topic><topic>Fluorescence Polarization</topic><topic>Homeodomain Proteins - chemistry</topic><topic>Homeodomain Proteins - metabolism</topic><topic>Mice</topic><topic>Molecular Biology</topic><topic>Patched-1 Receptor - chemistry</topic><topic>Patched-1 Receptor - metabolism</topic><topic>Protein Binding</topic><topic>Recombinant Proteins - biosynthesis</topic><topic>Recombinant Proteins - chemistry</topic><topic>Recombinant Proteins - isolation & purification</topic><topic>Repressor Proteins - chemistry</topic><topic>Repressor Proteins - genetics</topic><topic>Repressor Proteins - metabolism</topic><topic>SciAdv r-articles</topic><topic>Transcription Factors - chemistry</topic><topic>Transcription Factors - metabolism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zuo, Zheng</creatorcontrib><creatorcontrib>Roy, Basab</creatorcontrib><creatorcontrib>Chang, Yiming Kenny</creatorcontrib><creatorcontrib>Granas, David</creatorcontrib><creatorcontrib>Stormo, Gary D</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Science advances</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zuo, Zheng</au><au>Roy, Basab</au><au>Chang, Yiming Kenny</au><au>Granas, David</au><au>Stormo, Gary D</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Measuring quantitative effects of methylation on transcription factor-DNA binding affinity</atitle><jtitle>Science advances</jtitle><addtitle>Sci Adv</addtitle><date>2017-11-01</date><risdate>2017</risdate><volume>3</volume><issue>11</issue><spage>eaao1799</spage><epage>eaao1799</epage><pages>eaao1799-eaao1799</pages><issn>2375-2548</issn><eissn>2375-2548</eissn><abstract>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. 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subjects | Animals Biochemistry CCCTC-Binding Factor - chemistry CCCTC-Binding Factor - metabolism CpG Islands DNA - chemistry DNA - metabolism DNA Methylation Fluorescence Polarization Homeodomain Proteins - chemistry Homeodomain Proteins - metabolism Mice Molecular Biology Patched-1 Receptor - chemistry Patched-1 Receptor - metabolism Protein Binding Recombinant Proteins - biosynthesis Recombinant Proteins - chemistry Recombinant Proteins - isolation & purification Repressor Proteins - chemistry Repressor Proteins - genetics Repressor Proteins - metabolism SciAdv r-articles Transcription Factors - chemistry Transcription Factors - metabolism |
title | Measuring quantitative effects of methylation on transcription factor-DNA binding affinity |
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