Epigenomic Analysis of Aberrantly Methylated Genes in Colorectal Cancer Identifies Genes Commonly Affected by Epigenetic Alterations

Background Determination of the profile of genes that are commonly methylated aberrantly in colorectal cancer (CRC) will have substantial value for diagnostic and therapeutic applications. However, there is limited knowledge of the DNA methylation pattern in CRC. Materials and Methods We analyzed th...

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Veröffentlicht in:Annals of surgical oncology 2011-08, Vol.18 (8), p.2338-2347
Hauptverfasser: Kim, Young-Ho, Lee, Han Cheol, Kim, Seon-Young, Yeom, Young Il, Ryu, Kyung Ju, Min, Byung-Hoon, Kim, Duk-Hwan, Son, Hee Jung, Rhee, Poong-Lyul, Kim, Jae J., Rhee, Jong Chul, Kim, Hee Cheol, Chun, Ho-Kyung, Grady, William M., Kim, Yong Sung
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container_issue 8
container_start_page 2338
container_title Annals of surgical oncology
container_volume 18
creator Kim, Young-Ho
Lee, Han Cheol
Kim, Seon-Young
Yeom, Young Il
Ryu, Kyung Ju
Min, Byung-Hoon
Kim, Duk-Hwan
Son, Hee Jung
Rhee, Poong-Lyul
Kim, Jae J.
Rhee, Jong Chul
Kim, Hee Cheol
Chun, Ho-Kyung
Grady, William M.
Kim, Yong Sung
description Background Determination of the profile of genes that are commonly methylated aberrantly in colorectal cancer (CRC) will have substantial value for diagnostic and therapeutic applications. However, there is limited knowledge of the DNA methylation pattern in CRC. Materials and Methods We analyzed the methylation profile of 27,578 CpG sites spanning more than 14,000 genes in CRC and in the adjacent normal mucosa with bead-chip array-based technology. Results We identified 621 CpG sites located in promoter regions and CpG islands that were greatly hypermethylated in CRC compared to normal mucosa. The genes on chromosome 18 showed promoter hypermethylation most frequently. According to gene ontology analysis, the most common biologically relevant class of genes affected by methylation was the class associated with the cadherin signaling pathway. Compared to the genome-wide expression array, mRNA expression was more likely to be downregulated in the genes demonstrating promoter hypermethylation, even though this was not statistically significant. We validated ten CpG sites that were hypermethylated ( ADHFE1 , BOLL , SLC6A15 , ADAMTS5 , TFPI2 , EYA4 , NPY , TWIST1 , LAMA1 , GAS7 ) and 2 CpG sites showing hypomethylation ( MAEL , SFT2D3 ) in CRC compared to the normal mucosa in the array studies using pyrosequencing. The methylation status measured by pyrosequencing was consistent with the methylation array data. Conclusions Methylation profiling based on bead-chip arrays is an effective method for screening aberrantly methylated genes in CRC. In addition, we identified novel methylated genes that are candidate diagnostic or prognostic markers for CRC.
doi_str_mv 10.1245/s10434-011-1573-y
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However, there is limited knowledge of the DNA methylation pattern in CRC. Materials and Methods We analyzed the methylation profile of 27,578 CpG sites spanning more than 14,000 genes in CRC and in the adjacent normal mucosa with bead-chip array-based technology. Results We identified 621 CpG sites located in promoter regions and CpG islands that were greatly hypermethylated in CRC compared to normal mucosa. The genes on chromosome 18 showed promoter hypermethylation most frequently. According to gene ontology analysis, the most common biologically relevant class of genes affected by methylation was the class associated with the cadherin signaling pathway. Compared to the genome-wide expression array, mRNA expression was more likely to be downregulated in the genes demonstrating promoter hypermethylation, even though this was not statistically significant. We validated ten CpG sites that were hypermethylated ( ADHFE1 , BOLL , SLC6A15 , ADAMTS5 , TFPI2 , EYA4 , NPY , TWIST1 , LAMA1 , GAS7 ) and 2 CpG sites showing hypomethylation ( MAEL , SFT2D3 ) in CRC compared to the normal mucosa in the array studies using pyrosequencing. The methylation status measured by pyrosequencing was consistent with the methylation array data. Conclusions Methylation profiling based on bead-chip arrays is an effective method for screening aberrantly methylated genes in CRC. In addition, we identified novel methylated genes that are candidate diagnostic or prognostic markers for CRC.</description><identifier>ISSN: 1068-9265</identifier><identifier>EISSN: 1534-4681</identifier><identifier>DOI: 10.1245/s10434-011-1573-y</identifier><identifier>PMID: 21298349</identifier><language>eng</language><publisher>New York: Springer-Verlag</publisher><subject>Adult ; Aged ; Biomarkers, Tumor - genetics ; Colorectal Neoplasms - genetics ; CpG Islands ; DNA Methylation ; Epigenesis, Genetic ; Epigenomics ; Female ; Gene Expression Regulation, Neoplastic ; Humans ; Male ; Medicine ; Medicine &amp; Public Health ; Middle Aged ; Oligonucleotide Array Sequence Analysis ; Oncology ; Surgery ; Surgical Oncology ; Translational Research and Biomarkers</subject><ispartof>Annals of surgical oncology, 2011-08, Vol.18 (8), p.2338-2347</ispartof><rights>Society of Surgical Oncology 2011</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c566t-deda80d82c185bb7fa9f8f0aa791490525a5b59ad75a8d4b5a109ebb397fada23</citedby><cites>FETCH-LOGICAL-c566t-deda80d82c185bb7fa9f8f0aa791490525a5b59ad75a8d4b5a109ebb397fada23</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1245/s10434-011-1573-y$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1245/s10434-011-1573-y$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>230,314,776,780,881,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21298349$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kim, Young-Ho</creatorcontrib><creatorcontrib>Lee, Han Cheol</creatorcontrib><creatorcontrib>Kim, Seon-Young</creatorcontrib><creatorcontrib>Yeom, Young Il</creatorcontrib><creatorcontrib>Ryu, Kyung Ju</creatorcontrib><creatorcontrib>Min, Byung-Hoon</creatorcontrib><creatorcontrib>Kim, Duk-Hwan</creatorcontrib><creatorcontrib>Son, Hee Jung</creatorcontrib><creatorcontrib>Rhee, Poong-Lyul</creatorcontrib><creatorcontrib>Kim, Jae J.</creatorcontrib><creatorcontrib>Rhee, Jong Chul</creatorcontrib><creatorcontrib>Kim, Hee Cheol</creatorcontrib><creatorcontrib>Chun, Ho-Kyung</creatorcontrib><creatorcontrib>Grady, William M.</creatorcontrib><creatorcontrib>Kim, Yong Sung</creatorcontrib><title>Epigenomic Analysis of Aberrantly Methylated Genes in Colorectal Cancer Identifies Genes Commonly Affected by Epigenetic Alterations</title><title>Annals of surgical oncology</title><addtitle>Ann Surg Oncol</addtitle><addtitle>Ann Surg Oncol</addtitle><description>Background Determination of the profile of genes that are commonly methylated aberrantly in colorectal cancer (CRC) will have substantial value for diagnostic and therapeutic applications. However, there is limited knowledge of the DNA methylation pattern in CRC. Materials and Methods We analyzed the methylation profile of 27,578 CpG sites spanning more than 14,000 genes in CRC and in the adjacent normal mucosa with bead-chip array-based technology. Results We identified 621 CpG sites located in promoter regions and CpG islands that were greatly hypermethylated in CRC compared to normal mucosa. The genes on chromosome 18 showed promoter hypermethylation most frequently. According to gene ontology analysis, the most common biologically relevant class of genes affected by methylation was the class associated with the cadherin signaling pathway. Compared to the genome-wide expression array, mRNA expression was more likely to be downregulated in the genes demonstrating promoter hypermethylation, even though this was not statistically significant. We validated ten CpG sites that were hypermethylated ( ADHFE1 , BOLL , SLC6A15 , ADAMTS5 , TFPI2 , EYA4 , NPY , TWIST1 , LAMA1 , GAS7 ) and 2 CpG sites showing hypomethylation ( MAEL , SFT2D3 ) in CRC compared to the normal mucosa in the array studies using pyrosequencing. The methylation status measured by pyrosequencing was consistent with the methylation array data. Conclusions Methylation profiling based on bead-chip arrays is an effective method for screening aberrantly methylated genes in CRC. In addition, we identified novel methylated genes that are candidate diagnostic or prognostic markers for CRC.</description><subject>Adult</subject><subject>Aged</subject><subject>Biomarkers, Tumor - genetics</subject><subject>Colorectal Neoplasms - genetics</subject><subject>CpG Islands</subject><subject>DNA Methylation</subject><subject>Epigenesis, Genetic</subject><subject>Epigenomics</subject><subject>Female</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Humans</subject><subject>Male</subject><subject>Medicine</subject><subject>Medicine &amp; Public Health</subject><subject>Middle Aged</subject><subject>Oligonucleotide Array Sequence Analysis</subject><subject>Oncology</subject><subject>Surgery</subject><subject>Surgical Oncology</subject><subject>Translational Research and Biomarkers</subject><issn>1068-9265</issn><issn>1534-4681</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNqFkk9v1DAQxSMEon_gA3BBFhdOATux4_iCtIpKW6mISzlbk2SydeXYi-2tlDsfHK_SFqiEerLl-b03tucVxTtGP7GKi8-RUV7zkjJWMiHrcnlRHDORT3jTspd5T5u2VFUjjoqTGG8pZbKm4nVxVLFKtTVXx8Wvs53ZovOzGcjGgV2iicRPZNNjCOCSXcg3TDeLhYQjOUeHkRhHOm99wCGBJR24AQO5HNElM5lcX6nOz7N3Wb-Zpkxmdb-QtRumQzebMEAy3sU3xasJbMS39-tp8ePr2XV3UV59P7_sNlflIJomlSOO0NKxrQbWir6XE6ipnSiAVIwrKioBohcKRimgHXkvgFGFfV-rjI5Q1afFl9V3t-9nHId84wBW74KZISzag9H_Vpy50Vt_p-ta1fnLssHHe4Pgf-4xJj2bOKC14NDvo1aUcyk4rZ4lWyk5yxNgmfzwhLz1-5BHcYAaSRWlMkNshYbgYww4PV6aUX3Igl6zoHMW9CELesma93-_9lHxMPwMVCsQc8ltMfzp_H_X36Bkwu0</recordid><startdate>20110801</startdate><enddate>20110801</enddate><creator>Kim, Young-Ho</creator><creator>Lee, Han Cheol</creator><creator>Kim, Seon-Young</creator><creator>Yeom, Young Il</creator><creator>Ryu, Kyung Ju</creator><creator>Min, Byung-Hoon</creator><creator>Kim, Duk-Hwan</creator><creator>Son, Hee Jung</creator><creator>Rhee, Poong-Lyul</creator><creator>Kim, Jae J.</creator><creator>Rhee, Jong Chul</creator><creator>Kim, Hee Cheol</creator><creator>Chun, Ho-Kyung</creator><creator>Grady, William M.</creator><creator>Kim, Yong Sung</creator><general>Springer-Verlag</general><general>Springer Nature B.V</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>3V.</scope><scope>7TO</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>H94</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</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>20110801</creationdate><title>Epigenomic Analysis of Aberrantly Methylated Genes in Colorectal Cancer Identifies Genes Commonly Affected by Epigenetic Alterations</title><author>Kim, Young-Ho ; Lee, Han Cheol ; Kim, Seon-Young ; Yeom, Young Il ; Ryu, Kyung Ju ; Min, Byung-Hoon ; Kim, Duk-Hwan ; Son, Hee Jung ; Rhee, Poong-Lyul ; Kim, Jae J. ; Rhee, Jong Chul ; Kim, Hee Cheol ; Chun, Ho-Kyung ; Grady, William M. ; Kim, Yong Sung</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c566t-deda80d82c185bb7fa9f8f0aa791490525a5b59ad75a8d4b5a109ebb397fada23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Biomarkers, Tumor - genetics</topic><topic>Colorectal Neoplasms - genetics</topic><topic>CpG Islands</topic><topic>DNA Methylation</topic><topic>Epigenesis, Genetic</topic><topic>Epigenomics</topic><topic>Female</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Humans</topic><topic>Male</topic><topic>Medicine</topic><topic>Medicine &amp; Public Health</topic><topic>Middle Aged</topic><topic>Oligonucleotide Array Sequence Analysis</topic><topic>Oncology</topic><topic>Surgery</topic><topic>Surgical Oncology</topic><topic>Translational Research and Biomarkers</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kim, Young-Ho</creatorcontrib><creatorcontrib>Lee, Han Cheol</creatorcontrib><creatorcontrib>Kim, Seon-Young</creatorcontrib><creatorcontrib>Yeom, Young Il</creatorcontrib><creatorcontrib>Ryu, Kyung Ju</creatorcontrib><creatorcontrib>Min, Byung-Hoon</creatorcontrib><creatorcontrib>Kim, Duk-Hwan</creatorcontrib><creatorcontrib>Son, Hee Jung</creatorcontrib><creatorcontrib>Rhee, Poong-Lyul</creatorcontrib><creatorcontrib>Kim, Jae J.</creatorcontrib><creatorcontrib>Rhee, Jong Chul</creatorcontrib><creatorcontrib>Kim, Hee Cheol</creatorcontrib><creatorcontrib>Chun, Ho-Kyung</creatorcontrib><creatorcontrib>Grady, William M.</creatorcontrib><creatorcontrib>Kim, Yong Sung</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Health &amp; 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However, there is limited knowledge of the DNA methylation pattern in CRC. Materials and Methods We analyzed the methylation profile of 27,578 CpG sites spanning more than 14,000 genes in CRC and in the adjacent normal mucosa with bead-chip array-based technology. Results We identified 621 CpG sites located in promoter regions and CpG islands that were greatly hypermethylated in CRC compared to normal mucosa. The genes on chromosome 18 showed promoter hypermethylation most frequently. According to gene ontology analysis, the most common biologically relevant class of genes affected by methylation was the class associated with the cadherin signaling pathway. Compared to the genome-wide expression array, mRNA expression was more likely to be downregulated in the genes demonstrating promoter hypermethylation, even though this was not statistically significant. We validated ten CpG sites that were hypermethylated ( ADHFE1 , BOLL , SLC6A15 , ADAMTS5 , TFPI2 , EYA4 , NPY , TWIST1 , LAMA1 , GAS7 ) and 2 CpG sites showing hypomethylation ( MAEL , SFT2D3 ) in CRC compared to the normal mucosa in the array studies using pyrosequencing. The methylation status measured by pyrosequencing was consistent with the methylation array data. Conclusions Methylation profiling based on bead-chip arrays is an effective method for screening aberrantly methylated genes in CRC. In addition, we identified novel methylated genes that are candidate diagnostic or prognostic markers for CRC.</abstract><cop>New York</cop><pub>Springer-Verlag</pub><pmid>21298349</pmid><doi>10.1245/s10434-011-1573-y</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record>
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subjects Adult
Aged
Biomarkers, Tumor - genetics
Colorectal Neoplasms - genetics
CpG Islands
DNA Methylation
Epigenesis, Genetic
Epigenomics
Female
Gene Expression Regulation, Neoplastic
Humans
Male
Medicine
Medicine & Public Health
Middle Aged
Oligonucleotide Array Sequence Analysis
Oncology
Surgery
Surgical Oncology
Translational Research and Biomarkers
title Epigenomic Analysis of Aberrantly Methylated Genes in Colorectal Cancer Identifies Genes Commonly Affected by Epigenetic Alterations
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