Evaluation of single CpG sites as proxies of CpG island methylation states at the genome scale
Methylation of a CpG island is a faithful marker of silencing of its associated gene. Different approaches report the methylation status of a CpG island based on the determination of one or a few CpG sites by assuming the homogeneity of methylation along the element. This strategy is frequently appl...
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Veröffentlicht in: | Nucleic acids research 2012-12, Vol.40 (22), p.11490-11498 |
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description | Methylation of a CpG island is a faithful marker of silencing of its associated gene. Different approaches report the methylation status of a CpG island based on the determination of one or a few CpG sites by assuming the homogeneity of methylation along the element. This strategy is frequently applied in both locus-specific and genome-wide studies, but often without a validation of the representativeness of the interrogated CpG site compared with the whole element. We have evaluated the predictive informativeness of the HpaII sites located in CpG islands using data from high-resolution methylome maps, which offer the possibility to assess the methylation homogeneity of each CpG island and to determine the reporter accuracy of single sites as surrogate markers. An excellent correlation was observed between the HpaII and CpG island methylation levels (r > 0.93). At the qualitative level, the predictive sensitivity of HpaII was >95% with >92% specificity for methylated CpG islands and >90% sensitivity with >95% specificity for unmethylated CpG islands. This analysis provides a global validation framework for strategies based on the use of the methylation-sensitive HpaII restriction enzyme. |
doi_str_mv | 10.1093/nar/gks928 |
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Different approaches report the methylation status of a CpG island based on the determination of one or a few CpG sites by assuming the homogeneity of methylation along the element. This strategy is frequently applied in both locus-specific and genome-wide studies, but often without a validation of the representativeness of the interrogated CpG site compared with the whole element. We have evaluated the predictive informativeness of the HpaII sites located in CpG islands using data from high-resolution methylome maps, which offer the possibility to assess the methylation homogeneity of each CpG island and to determine the reporter accuracy of single sites as surrogate markers. An excellent correlation was observed between the HpaII and CpG island methylation levels (r > 0.93). At the qualitative level, the predictive sensitivity of HpaII was >95% with >92% specificity for methylated CpG islands and >90% sensitivity with >95% specificity for unmethylated CpG islands. This analysis provides a global validation framework for strategies based on the use of the methylation-sensitive HpaII restriction enzyme.</description><identifier>ISSN: 0305-1048</identifier><identifier>EISSN: 1362-4962</identifier><identifier>DOI: 10.1093/nar/gks928</identifier><identifier>PMID: 23066096</identifier><language>eng</language><publisher>England: Oxford University Press</publisher><subject>Cell Line ; CpG Islands ; Data processing ; Deoxyribonuclease HpaII ; DNA Methylation ; Enzymes ; Female ; Gene mapping ; Genetic Markers ; Genome, Human ; Genomes ; Genomics ; Genomics - methods ; Humans ; Methylation</subject><ispartof>Nucleic acids research, 2012-12, Vol.40 (22), p.11490-11498</ispartof><rights>The Author(s) 2012. 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Different approaches report the methylation status of a CpG island based on the determination of one or a few CpG sites by assuming the homogeneity of methylation along the element. This strategy is frequently applied in both locus-specific and genome-wide studies, but often without a validation of the representativeness of the interrogated CpG site compared with the whole element. We have evaluated the predictive informativeness of the HpaII sites located in CpG islands using data from high-resolution methylome maps, which offer the possibility to assess the methylation homogeneity of each CpG island and to determine the reporter accuracy of single sites as surrogate markers. An excellent correlation was observed between the HpaII and CpG island methylation levels (r > 0.93). At the qualitative level, the predictive sensitivity of HpaII was >95% with >92% specificity for methylated CpG islands and >90% sensitivity with >95% specificity for unmethylated CpG islands. This analysis provides a global validation framework for strategies based on the use of the methylation-sensitive HpaII restriction enzyme.</description><subject>Cell Line</subject><subject>CpG Islands</subject><subject>Data processing</subject><subject>Deoxyribonuclease HpaII</subject><subject>DNA Methylation</subject><subject>Enzymes</subject><subject>Female</subject><subject>Gene mapping</subject><subject>Genetic Markers</subject><subject>Genome, Human</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Genomics - methods</subject><subject>Humans</subject><subject>Methylation</subject><issn>0305-1048</issn><issn>1362-4962</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkc9LwzAUx4Mobk4v_gGSowh1-dW0uQgy5hQEL3o1vLbJVm2b2aTD_fd2bg69ecoj7_O-vMcHoXNKrilRfNxAO56_e8XSAzSkXLJIKMkO0ZBwEkeUiHSATrx_I4QKGotjNGCcSEmUHKLX6QqqDkLpGuws9mUzrwyeLGd9GYzH4PGydZ9lX_btzX_pK2gKXJuwWFfbQR_gmw04LAyem8bVBvscKnOKjixU3pzt3hF6uZs-T-6jx6fZw-T2McpFkoRIpWCNzFiaQE4KxQUrrADJYwtJkhS5LSTNMsGVFTKmirMsTghkNmXMKAqUj9DNNnfZZbUpctOEFiq9bMsa2rV2UOq_naZc6LlbaR4zyeQm4HIX0LqPzvig69LnpupvNa7zmjKZyliyhPwDFYT1Ggjv0astmrfO-9bY_UaU6I073bvTW3c9fPH7hj36I4t_AQsBlvQ</recordid><startdate>20121201</startdate><enddate>20121201</enddate><creator>Barrera, Víctor</creator><creator>Peinado, Miguel A</creator><general>Oxford University Press</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>7TM</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><scope>RC3</scope><scope>5PM</scope></search><sort><creationdate>20121201</creationdate><title>Evaluation of single CpG sites as proxies of CpG island methylation states at the genome scale</title><author>Barrera, Víctor ; Peinado, Miguel A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c477t-98afe6b287ac0d9342df4a635fa777dcfd61bb439f4651932b570abf822e91a13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Cell Line</topic><topic>CpG Islands</topic><topic>Data processing</topic><topic>Deoxyribonuclease HpaII</topic><topic>DNA Methylation</topic><topic>Enzymes</topic><topic>Female</topic><topic>Gene mapping</topic><topic>Genetic Markers</topic><topic>Genome, Human</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Genomics - methods</topic><topic>Humans</topic><topic>Methylation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Barrera, Víctor</creatorcontrib><creatorcontrib>Peinado, Miguel A</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>Nucleic Acids Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Nucleic acids research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Barrera, Víctor</au><au>Peinado, Miguel A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluation of single CpG sites as proxies of CpG island methylation states at the genome scale</atitle><jtitle>Nucleic acids research</jtitle><addtitle>Nucleic Acids Res</addtitle><date>2012-12-01</date><risdate>2012</risdate><volume>40</volume><issue>22</issue><spage>11490</spage><epage>11498</epage><pages>11490-11498</pages><issn>0305-1048</issn><eissn>1362-4962</eissn><abstract>Methylation of a CpG island is a faithful marker of silencing of its associated gene. Different approaches report the methylation status of a CpG island based on the determination of one or a few CpG sites by assuming the homogeneity of methylation along the element. This strategy is frequently applied in both locus-specific and genome-wide studies, but often without a validation of the representativeness of the interrogated CpG site compared with the whole element. We have evaluated the predictive informativeness of the HpaII sites located in CpG islands using data from high-resolution methylome maps, which offer the possibility to assess the methylation homogeneity of each CpG island and to determine the reporter accuracy of single sites as surrogate markers. An excellent correlation was observed between the HpaII and CpG island methylation levels (r > 0.93). At the qualitative level, the predictive sensitivity of HpaII was >95% with >92% specificity for methylated CpG islands and >90% sensitivity with >95% specificity for unmethylated CpG islands. 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source | OUP_牛津大学出版社OA刊; MEDLINE; PubMed Central(OpenAccess); Directory of Open Access Journals; Free Full-Text Journals in Chemistry |
subjects | Cell Line CpG Islands Data processing Deoxyribonuclease HpaII DNA Methylation Enzymes Female Gene mapping Genetic Markers Genome, Human Genomes Genomics Genomics - methods Humans Methylation |
title | Evaluation of single CpG sites as proxies of CpG island methylation states at the genome scale |
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