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Alternative methylation of intron motifs is associated with cancer-related gene expression in both canine mammary tumor and human breast cancer
Background Canine mammary tumor (CMT) has long been considered as a good animal model for human breast cancer (HBC) due to their pathological and biological similarities. However, only a few aspects of the epigenome have been explored in both HBC and CMT. Moreover, DNA methylation studies have mainl...
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Published in: | Clinical epigenetics 2020-07, Vol.12 (1), p.1-110, Article 110 |
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description | Background Canine mammary tumor (CMT) has long been considered as a good animal model for human breast cancer (HBC) due to their pathological and biological similarities. However, only a few aspects of the epigenome have been explored in both HBC and CMT. Moreover, DNA methylation studies have mainly been limited to the promoter regions of genes. Results Genome-wide methylation analysis was performed in CMT and adjacent normal tissues and focused on the intron regions as potential targets for epigenetic regulation. As expected, many tumor suppressors and oncogenes were identified. Of note, most cancer-associated biological processes were enriched in differentially methylated genes (DMGs) that included intron DMRs (differentially methylated regions). Interestingly, two PAX motifs, PAX5 (tumor suppressive) and PAX6 (oncogenic), were frequently found in hyper- and hypomethylated intron DMRs, respectively. Hypermethylation at the PAX5 motifs in the intron regions of CDH5 and LRIG1 genes were found to be anti-correlated with gene expression, while CDH2 and ADAM19 genes harboring hypomethylated PAX6 motifs in their intron region were upregulated. These results were validated from the specimens originally MBD-sequenced as well as additional clinical samples. We also comparatively investigated the intron methylation and downstream gene expression of these genes using human breast invasive carcinoma (BRCA) datasets in TCGA (The Cancer Genome Atlas) public database. Regional alteration of methylation was conserved in the corresponding intron regions and, consequently, gene expression was also altered in HBC. Conclusions This study provides good evidence for the conservation of epigenetic regulation in CMT and HBC, and suggests that intronic methylation can be an important factor in better understanding gene regulation in both CMT and HBC. Keywords: Canine mammary gland tumor, Human breast cancer, Methylome, Transcriptome, Comparative study |
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However, only a few aspects of the epigenome have been explored in both HBC and CMT. Moreover, DNA methylation studies have mainly been limited to the promoter regions of genes. Results Genome-wide methylation analysis was performed in CMT and adjacent normal tissues and focused on the intron regions as potential targets for epigenetic regulation. As expected, many tumor suppressors and oncogenes were identified. Of note, most cancer-associated biological processes were enriched in differentially methylated genes (DMGs) that included intron DMRs (differentially methylated regions). Interestingly, two PAX motifs, PAX5 (tumor suppressive) and PAX6 (oncogenic), were frequently found in hyper- and hypomethylated intron DMRs, respectively. Hypermethylation at the PAX5 motifs in the intron regions of CDH5 and LRIG1 genes were found to be anti-correlated with gene expression, while CDH2 and ADAM19 genes harboring hypomethylated PAX6 motifs in their intron region were upregulated. These results were validated from the specimens originally MBD-sequenced as well as additional clinical samples. We also comparatively investigated the intron methylation and downstream gene expression of these genes using human breast invasive carcinoma (BRCA) datasets in TCGA (The Cancer Genome Atlas) public database. Regional alteration of methylation was conserved in the corresponding intron regions and, consequently, gene expression was also altered in HBC. Conclusions This study provides good evidence for the conservation of epigenetic regulation in CMT and HBC, and suggests that intronic methylation can be an important factor in better understanding gene regulation in both CMT and HBC. Keywords: Canine mammary gland tumor, Human breast cancer, Methylome, Transcriptome, Comparative study</description><identifier>ISSN: 1868-7075</identifier><identifier>ISSN: 1868-7083</identifier><identifier>EISSN: 1868-7083</identifier><identifier>EISSN: 1868-7075</identifier><identifier>DOI: 10.1186/s13148-020-00888-4</identifier><identifier>PMID: 32693820</identifier><language>eng</language><publisher>London: BioMed Central Ltd</publisher><subject>Analysis ; Animal models ; Bias ; Biomarkers ; Breast cancer ; Cancer genetics ; Deoxyribonucleic acid ; Development and progression ; DNA ; DNA methylation ; Epigenetic inheritance ; Gene expression ; Gene regulation ; Genes ; Genetic aspects ; Genomes ; Genomics ; Invasiveness ; Mammary gland ; Methylation ; Mutation ; Ontology ; Pax5 protein ; Pax6 protein ; Principal components analysis ; Tumors</subject><ispartof>Clinical epigenetics, 2020-07, Vol.12 (1), p.1-110, Article 110</ispartof><rights>COPYRIGHT 2020 BioMed Central Ltd.</rights><rights>2020. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c474t-17b8e25564fd9aceee909628999354ca6d8339a385e44fedef5208bcf31edd0d3</citedby><cites>FETCH-LOGICAL-c474t-17b8e25564fd9aceee909628999354ca6d8339a385e44fedef5208bcf31edd0d3</cites><orcidid>0000-0003-1030-3577</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/PMC7374976/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2435246501?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25732,27903,27904,36991,36992,44569,53769,53771</link.rule.ids></links><search><creatorcontrib>Nam, A-Reum</creatorcontrib><creatorcontrib>Lee, Kang-Hoon</creatorcontrib><creatorcontrib>Hwang, Hyeon-Ji</creatorcontrib><creatorcontrib>Schabort, Johannes J</creatorcontrib><creatorcontrib>An, Jae-Hoon</creatorcontrib><creatorcontrib>Won, Sung-Ho</creatorcontrib><creatorcontrib>Cho, Je-Yoel</creatorcontrib><title>Alternative methylation of intron motifs is associated with cancer-related gene expression in both canine mammary tumor and human breast cancer</title><title>Clinical epigenetics</title><description>Background Canine mammary tumor (CMT) has long been considered as a good animal model for human breast cancer (HBC) due to their pathological and biological similarities. However, only a few aspects of the epigenome have been explored in both HBC and CMT. Moreover, DNA methylation studies have mainly been limited to the promoter regions of genes. Results Genome-wide methylation analysis was performed in CMT and adjacent normal tissues and focused on the intron regions as potential targets for epigenetic regulation. As expected, many tumor suppressors and oncogenes were identified. Of note, most cancer-associated biological processes were enriched in differentially methylated genes (DMGs) that included intron DMRs (differentially methylated regions). Interestingly, two PAX motifs, PAX5 (tumor suppressive) and PAX6 (oncogenic), were frequently found in hyper- and hypomethylated intron DMRs, respectively. Hypermethylation at the PAX5 motifs in the intron regions of CDH5 and LRIG1 genes were found to be anti-correlated with gene expression, while CDH2 and ADAM19 genes harboring hypomethylated PAX6 motifs in their intron region were upregulated. These results were validated from the specimens originally MBD-sequenced as well as additional clinical samples. We also comparatively investigated the intron methylation and downstream gene expression of these genes using human breast invasive carcinoma (BRCA) datasets in TCGA (The Cancer Genome Atlas) public database. Regional alteration of methylation was conserved in the corresponding intron regions and, consequently, gene expression was also altered in HBC. Conclusions This study provides good evidence for the conservation of epigenetic regulation in CMT and HBC, and suggests that intronic methylation can be an important factor in better understanding gene regulation in both CMT and HBC. Keywords: Canine mammary gland tumor, Human breast cancer, Methylome, Transcriptome, Comparative study</description><subject>Analysis</subject><subject>Animal models</subject><subject>Bias</subject><subject>Biomarkers</subject><subject>Breast cancer</subject><subject>Cancer genetics</subject><subject>Deoxyribonucleic acid</subject><subject>Development and progression</subject><subject>DNA</subject><subject>DNA methylation</subject><subject>Epigenetic inheritance</subject><subject>Gene expression</subject><subject>Gene regulation</subject><subject>Genes</subject><subject>Genetic aspects</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Invasiveness</subject><subject>Mammary gland</subject><subject>Methylation</subject><subject>Mutation</subject><subject>Ontology</subject><subject>Pax5 protein</subject><subject>Pax6 protein</subject><subject>Principal components analysis</subject><subject>Tumors</subject><issn>1868-7075</issn><issn>1868-7083</issn><issn>1868-7083</issn><issn>1868-7075</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNptUstuHCEQRFGi2Nr4B3JCyiWXsXnNDHOJtLLykizlkpwRC80u1gAbYJz4K_LLYb0rW44CB1rd1dVdqBB6S8klpXK4KpRTITvCSEeIlLITL9B5K8huJJK_fIzH_gxdlHJL2uHTNFHyGp1xNkxcMnKO_qznCjnq6u8AB6i7-7nFKeLksI81tyik6l3BvmBdSjJeV7D4l687bHQ0kLsM80NuCxEw_N5nKOVA4SPepCPMt0rQIeh8j-sSUsY6Wrxbgm6YDLrUE9kb9MrpucDF6V2hH58-fr_-0t18-_z1en3TGTGK2tFxI4H1_SCcnbQBgIlMA5NNIO-F0YOVnE-ayx6EcGDB9YzIjXGcgrXE8hX6cOTdL5sA1kDTqme1z_6wo0raq-eV6Hdqm-7UyEcxjUMjeH8iyOnnAqWq4IuBedYR0lIUE2ygsh_bHiv07h_obVran88HFO-ZGHpCn1BbPYPy0aU21xxI1XrgtEmTgjXU5X9Q7VoI3qQIzrf8swZ2bDA5lZLBPWqkRB2cpI5OUs1J6sFJSvC_U0q8rw</recordid><startdate>20200721</startdate><enddate>20200721</enddate><creator>Nam, A-Reum</creator><creator>Lee, Kang-Hoon</creator><creator>Hwang, Hyeon-Ji</creator><creator>Schabort, Johannes J</creator><creator>An, Jae-Hoon</creator><creator>Won, Sung-Ho</creator><creator>Cho, Je-Yoel</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-1030-3577</orcidid></search><sort><creationdate>20200721</creationdate><title>Alternative methylation of intron motifs is associated with cancer-related gene expression in both canine mammary tumor and human breast cancer</title><author>Nam, A-Reum ; Lee, Kang-Hoon ; Hwang, Hyeon-Ji ; Schabort, Johannes J ; An, Jae-Hoon ; Won, Sung-Ho ; Cho, Je-Yoel</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-17b8e25564fd9aceee909628999354ca6d8339a385e44fedef5208bcf31edd0d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Analysis</topic><topic>Animal models</topic><topic>Bias</topic><topic>Biomarkers</topic><topic>Breast cancer</topic><topic>Cancer genetics</topic><topic>Deoxyribonucleic acid</topic><topic>Development and progression</topic><topic>DNA</topic><topic>DNA methylation</topic><topic>Epigenetic inheritance</topic><topic>Gene expression</topic><topic>Gene regulation</topic><topic>Genes</topic><topic>Genetic aspects</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Invasiveness</topic><topic>Mammary gland</topic><topic>Methylation</topic><topic>Mutation</topic><topic>Ontology</topic><topic>Pax5 protein</topic><topic>Pax6 protein</topic><topic>Principal components analysis</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nam, A-Reum</creatorcontrib><creatorcontrib>Lee, Kang-Hoon</creatorcontrib><creatorcontrib>Hwang, Hyeon-Ji</creatorcontrib><creatorcontrib>Schabort, Johannes J</creatorcontrib><creatorcontrib>An, Jae-Hoon</creatorcontrib><creatorcontrib>Won, Sung-Ho</creatorcontrib><creatorcontrib>Cho, Je-Yoel</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Databases</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biological Sciences</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Clinical epigenetics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nam, A-Reum</au><au>Lee, Kang-Hoon</au><au>Hwang, Hyeon-Ji</au><au>Schabort, Johannes J</au><au>An, Jae-Hoon</au><au>Won, Sung-Ho</au><au>Cho, Je-Yoel</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Alternative methylation of intron motifs is associated with cancer-related gene expression in both canine mammary tumor and human breast cancer</atitle><jtitle>Clinical epigenetics</jtitle><date>2020-07-21</date><risdate>2020</risdate><volume>12</volume><issue>1</issue><spage>1</spage><epage>110</epage><pages>1-110</pages><artnum>110</artnum><issn>1868-7075</issn><issn>1868-7083</issn><eissn>1868-7083</eissn><eissn>1868-7075</eissn><abstract>Background Canine mammary tumor (CMT) has long been considered as a good animal model for human breast cancer (HBC) due to their pathological and biological similarities. However, only a few aspects of the epigenome have been explored in both HBC and CMT. Moreover, DNA methylation studies have mainly been limited to the promoter regions of genes. Results Genome-wide methylation analysis was performed in CMT and adjacent normal tissues and focused on the intron regions as potential targets for epigenetic regulation. As expected, many tumor suppressors and oncogenes were identified. Of note, most cancer-associated biological processes were enriched in differentially methylated genes (DMGs) that included intron DMRs (differentially methylated regions). Interestingly, two PAX motifs, PAX5 (tumor suppressive) and PAX6 (oncogenic), were frequently found in hyper- and hypomethylated intron DMRs, respectively. Hypermethylation at the PAX5 motifs in the intron regions of CDH5 and LRIG1 genes were found to be anti-correlated with gene expression, while CDH2 and ADAM19 genes harboring hypomethylated PAX6 motifs in their intron region were upregulated. These results were validated from the specimens originally MBD-sequenced as well as additional clinical samples. We also comparatively investigated the intron methylation and downstream gene expression of these genes using human breast invasive carcinoma (BRCA) datasets in TCGA (The Cancer Genome Atlas) public database. Regional alteration of methylation was conserved in the corresponding intron regions and, consequently, gene expression was also altered in HBC. Conclusions This study provides good evidence for the conservation of epigenetic regulation in CMT and HBC, and suggests that intronic methylation can be an important factor in better understanding gene regulation in both CMT and HBC. Keywords: Canine mammary gland tumor, Human breast cancer, Methylome, Transcriptome, Comparative study</abstract><cop>London</cop><pub>BioMed Central Ltd</pub><pmid>32693820</pmid><doi>10.1186/s13148-020-00888-4</doi><orcidid>https://orcid.org/0000-0003-1030-3577</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Animal models Bias Biomarkers Breast cancer Cancer genetics Deoxyribonucleic acid Development and progression DNA DNA methylation Epigenetic inheritance Gene expression Gene regulation Genes Genetic aspects Genomes Genomics Invasiveness Mammary gland Methylation Mutation Ontology Pax5 protein Pax6 protein Principal components analysis Tumors |
title | Alternative methylation of intron motifs is associated with cancer-related gene expression in both canine mammary tumor and human breast cancer |
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