Base-pair resolution DNA methylation sequencing reveals profoundly divergent epigenetic landscapes in acute myeloid leukemia
We have developed an enhanced form of reduced representation bisulfite sequencing with extended genomic coverage, which resulted in greater capture of DNA methylation information of regions lying outside of traditional CpG islands. Applying this method to primary human bone marrow specimens from pat...
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creator | Akalin, Altuna Garrett-Bakelman, Francine E Kormaksson, Matthias Busuttil, Jennifer Zhang, Lu Khrebtukova, Irina Milne, Thomas A Huang, Yongsheng Biswas, Debabrata Hess, Jay L Allis, C David Roeder, Robert G Valk, Peter J M Löwenberg, Bob Delwel, Ruud Fernandez, Hugo F Paietta, Elisabeth Tallman, Martin S Schroth, Gary P Mason, Christopher E Melnick, Ari Figueroa, Maria E |
description | We have developed an enhanced form of reduced representation bisulfite sequencing with extended genomic coverage, which resulted in greater capture of DNA methylation information of regions lying outside of traditional CpG islands. Applying this method to primary human bone marrow specimens from patients with Acute Myelogeneous Leukemia (AML), we demonstrated that genetically distinct AML subtypes display diametrically opposed DNA methylation patterns. As compared to normal controls, we observed widespread hypermethylation in IDH mutant AMLs, preferentially targeting promoter regions and CpG islands neighboring the transcription start sites of genes. In contrast, AMLs harboring translocations affecting the MLL gene displayed extensive loss of methylation of an almost mutually exclusive set of CpGs, which instead affected introns and distal intergenic CpG islands and shores. When analyzed in conjunction with gene expression profiles, it became apparent that these specific patterns of DNA methylation result in differing roles in gene expression regulation. However, despite this subtype-specific DNA methylation patterning, a much smaller set of CpG sites are consistently affected in both AML subtypes. Most CpG sites in this common core of aberrantly methylated CpGs were hypermethylated in both AML subtypes. Therefore, aberrant DNA methylation patterns in AML do not occur in a stereotypical manner but rather are highly specific and associated with specific driving genetic lesions. |
doi_str_mv | 10.1371/journal.pgen.1002781 |
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Applying this method to primary human bone marrow specimens from patients with Acute Myelogeneous Leukemia (AML), we demonstrated that genetically distinct AML subtypes display diametrically opposed DNA methylation patterns. As compared to normal controls, we observed widespread hypermethylation in IDH mutant AMLs, preferentially targeting promoter regions and CpG islands neighboring the transcription start sites of genes. In contrast, AMLs harboring translocations affecting the MLL gene displayed extensive loss of methylation of an almost mutually exclusive set of CpGs, which instead affected introns and distal intergenic CpG islands and shores. When analyzed in conjunction with gene expression profiles, it became apparent that these specific patterns of DNA methylation result in differing roles in gene expression regulation. However, despite this subtype-specific DNA methylation patterning, a much smaller set of CpG sites are consistently affected in both AML subtypes. Most CpG sites in this common core of aberrantly methylated CpGs were hypermethylated in both AML subtypes. Therefore, aberrant DNA methylation patterns in AML do not occur in a stereotypical manner but rather are highly specific and associated with specific driving genetic lesions.</description><identifier>ISSN: 1553-7404</identifier><identifier>ISSN: 1553-7390</identifier><identifier>EISSN: 1553-7404</identifier><identifier>DOI: 10.1371/journal.pgen.1002781</identifier><identifier>PMID: 22737091</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Base Sequence ; Biology ; Cancer ; CpG Islands - genetics ; Deoxyribonucleic acid ; DNA ; DNA methylation ; DNA Methylation - genetics ; DNA sequencing ; Epigenesis, Genetic - genetics ; Epigenetic inheritance ; Gene expression ; Gene Expression Regulation, Neoplastic ; Genetic aspects ; Genetics ; Genome, Human ; HCT116 Cells ; Histone-Lysine N-Methyltransferase ; Humans ; Isocitrate Dehydrogenase - genetics ; Isocitrate Dehydrogenase - metabolism ; Leukemia, Myeloid, Acute - genetics ; Medicine ; Methylation ; Molecular Sequence Data ; Mutation ; Myeloid-Lymphoid Leukemia Protein - genetics ; Myeloid-Lymphoid Leukemia Protein - metabolism ; Nucleotide sequencing ; Promoter Regions, Genetic ; Sequence Analysis, DNA</subject><ispartof>PLoS genetics, 2012-06, Vol.8 (6), p.e1002781-e1002781</ispartof><rights>COPYRIGHT 2012 Public Library of Science</rights><rights>2012 Akalin et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited: Akalin A, Garrett-Bakelman FE, Kormaksson M, Busuttil J, Zhang L, et al. (2012) Base-Pair Resolution DNA Methylation Sequencing Reveals Profoundly Divergent Epigenetic Landscapes in Acute Myeloid Leukemia. PLoS Genet 8(6): e1002781. doi:10.1371/journal.pgen.1002781</rights><rights>Akalin et al. 2012</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c792t-4286da3e21bf9ddf14e468e9f45e4ae54a173133eb6fc4e71004f29b0f977f0c3</citedby><cites>FETCH-LOGICAL-c792t-4286da3e21bf9ddf14e468e9f45e4ae54a173133eb6fc4e71004f29b0f977f0c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3380828/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3380828/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2096,2915,23845,27901,27902,53766,53768,79342,79343</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22737091$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Akalin, Altuna</creatorcontrib><creatorcontrib>Garrett-Bakelman, Francine E</creatorcontrib><creatorcontrib>Kormaksson, Matthias</creatorcontrib><creatorcontrib>Busuttil, Jennifer</creatorcontrib><creatorcontrib>Zhang, Lu</creatorcontrib><creatorcontrib>Khrebtukova, Irina</creatorcontrib><creatorcontrib>Milne, Thomas A</creatorcontrib><creatorcontrib>Huang, Yongsheng</creatorcontrib><creatorcontrib>Biswas, Debabrata</creatorcontrib><creatorcontrib>Hess, Jay L</creatorcontrib><creatorcontrib>Allis, C David</creatorcontrib><creatorcontrib>Roeder, Robert G</creatorcontrib><creatorcontrib>Valk, Peter J M</creatorcontrib><creatorcontrib>Löwenberg, Bob</creatorcontrib><creatorcontrib>Delwel, Ruud</creatorcontrib><creatorcontrib>Fernandez, Hugo F</creatorcontrib><creatorcontrib>Paietta, Elisabeth</creatorcontrib><creatorcontrib>Tallman, Martin S</creatorcontrib><creatorcontrib>Schroth, Gary P</creatorcontrib><creatorcontrib>Mason, Christopher E</creatorcontrib><creatorcontrib>Melnick, Ari</creatorcontrib><creatorcontrib>Figueroa, Maria E</creatorcontrib><title>Base-pair resolution DNA methylation sequencing reveals profoundly divergent epigenetic landscapes in acute myeloid leukemia</title><title>PLoS genetics</title><addtitle>PLoS Genet</addtitle><description>We have developed an enhanced form of reduced representation bisulfite sequencing with extended genomic coverage, which resulted in greater capture of DNA methylation information of regions lying outside of traditional CpG islands. Applying this method to primary human bone marrow specimens from patients with Acute Myelogeneous Leukemia (AML), we demonstrated that genetically distinct AML subtypes display diametrically opposed DNA methylation patterns. As compared to normal controls, we observed widespread hypermethylation in IDH mutant AMLs, preferentially targeting promoter regions and CpG islands neighboring the transcription start sites of genes. In contrast, AMLs harboring translocations affecting the MLL gene displayed extensive loss of methylation of an almost mutually exclusive set of CpGs, which instead affected introns and distal intergenic CpG islands and shores. When analyzed in conjunction with gene expression profiles, it became apparent that these specific patterns of DNA methylation result in differing roles in gene expression regulation. However, despite this subtype-specific DNA methylation patterning, a much smaller set of CpG sites are consistently affected in both AML subtypes. Most CpG sites in this common core of aberrantly methylated CpGs were hypermethylated in both AML subtypes. Therefore, aberrant DNA methylation patterns in AML do not occur in a stereotypical manner but rather are highly specific and associated with specific driving genetic lesions.</description><subject>Base Sequence</subject><subject>Biology</subject><subject>Cancer</subject><subject>CpG Islands - genetics</subject><subject>Deoxyribonucleic acid</subject><subject>DNA</subject><subject>DNA methylation</subject><subject>DNA Methylation - genetics</subject><subject>DNA sequencing</subject><subject>Epigenesis, Genetic - genetics</subject><subject>Epigenetic inheritance</subject><subject>Gene expression</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Genetic aspects</subject><subject>Genetics</subject><subject>Genome, Human</subject><subject>HCT116 Cells</subject><subject>Histone-Lysine N-Methyltransferase</subject><subject>Humans</subject><subject>Isocitrate Dehydrogenase - genetics</subject><subject>Isocitrate Dehydrogenase - metabolism</subject><subject>Leukemia, Myeloid, Acute - genetics</subject><subject>Medicine</subject><subject>Methylation</subject><subject>Molecular Sequence Data</subject><subject>Mutation</subject><subject>Myeloid-Lymphoid Leukemia Protein - genetics</subject><subject>Myeloid-Lymphoid Leukemia Protein - metabolism</subject><subject>Nucleotide sequencing</subject><subject>Promoter Regions, Genetic</subject><subject>Sequence Analysis, DNA</subject><issn>1553-7404</issn><issn>1553-7390</issn><issn>1553-7404</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNqVk02P0zAQhiMEYpeFf4AgEhKCQ4sdO7FzWaksX5VWuxJfV8t1xq2LEwc7qajEj8fdpqsG7QGUgxPnmXc873iS5ClGU0wYfrN2vW-knbZLaKYYoYxxfC85xXlOJowiev_o_SR5FMIaIZLzkj1MTrKMEYZKfJr8fisDTFppfOohONt3xjXpu6tZWkO32lp58x3gZw-NMs0yUhuQNqStd9r1TWW3aWU24OMpuhRaE1fojEqtbKqgZAshNU0qVd9BWm_BOlOlFvofUBv5OHmgoxY8Gdaz5NuH918vPk0urz_OL2aXE8XKrJvQjBeVJJDhhS6rSmMKtOBQapoDlZBTiRnBhMCi0IoCi2ZQnZULpEvGNFLkLHm-122tC2IwLggcg3JSUo4jMd8TlZNr0XpTS78VThpxs-H8Ukgfy7IglGJAS4xJoQqqAThkqChKRnipF5Lvsp0P2fpFDZWKxnhpR6LjP41ZiaXbCEI44hmPAq8GAe-i76ETtQkKbLQUXB_PjbIsz1lJWURf_IXeXd1ALWUswDTaxbxqJypmBFGCGC-KSE3voOJTxV4p14A2cX8U8HoUEJkOfnVL2Ycg5l8-_wd79e_s9fcx-_KIXcWr2a0O1ziMQboHlXcheNC3DcFI7Abq4JzYDZQYBiqGPTtu5m3QYYLIH_jQHHA</recordid><startdate>20120601</startdate><enddate>20120601</enddate><creator>Akalin, Altuna</creator><creator>Garrett-Bakelman, Francine E</creator><creator>Kormaksson, Matthias</creator><creator>Busuttil, Jennifer</creator><creator>Zhang, Lu</creator><creator>Khrebtukova, Irina</creator><creator>Milne, Thomas A</creator><creator>Huang, Yongsheng</creator><creator>Biswas, Debabrata</creator><creator>Hess, Jay L</creator><creator>Allis, C David</creator><creator>Roeder, Robert G</creator><creator>Valk, Peter J M</creator><creator>Löwenberg, Bob</creator><creator>Delwel, Ruud</creator><creator>Fernandez, Hugo F</creator><creator>Paietta, Elisabeth</creator><creator>Tallman, Martin S</creator><creator>Schroth, Gary P</creator><creator>Mason, Christopher E</creator><creator>Melnick, Ari</creator><creator>Figueroa, Maria E</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</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>IOV</scope><scope>ISN</scope><scope>ISR</scope><scope>3V.</scope><scope>7QP</scope><scope>7QR</scope><scope>7SS</scope><scope>7TK</scope><scope>7TM</scope><scope>7TO</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FD</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>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20120601</creationdate><title>Base-pair resolution DNA methylation sequencing reveals profoundly divergent epigenetic landscapes in acute myeloid leukemia</title><author>Akalin, Altuna ; Garrett-Bakelman, Francine E ; Kormaksson, Matthias ; Busuttil, Jennifer ; Zhang, Lu ; Khrebtukova, Irina ; Milne, Thomas A ; Huang, Yongsheng ; Biswas, Debabrata ; Hess, Jay L ; Allis, C David ; Roeder, Robert G ; Valk, Peter J M ; Löwenberg, Bob ; Delwel, Ruud ; Fernandez, Hugo F ; Paietta, Elisabeth ; Tallman, Martin S ; Schroth, Gary P ; Mason, Christopher E ; Melnick, Ari ; Figueroa, Maria E</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c792t-4286da3e21bf9ddf14e468e9f45e4ae54a173133eb6fc4e71004f29b0f977f0c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Base Sequence</topic><topic>Biology</topic><topic>Cancer</topic><topic>CpG Islands - 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Applying this method to primary human bone marrow specimens from patients with Acute Myelogeneous Leukemia (AML), we demonstrated that genetically distinct AML subtypes display diametrically opposed DNA methylation patterns. As compared to normal controls, we observed widespread hypermethylation in IDH mutant AMLs, preferentially targeting promoter regions and CpG islands neighboring the transcription start sites of genes. In contrast, AMLs harboring translocations affecting the MLL gene displayed extensive loss of methylation of an almost mutually exclusive set of CpGs, which instead affected introns and distal intergenic CpG islands and shores. When analyzed in conjunction with gene expression profiles, it became apparent that these specific patterns of DNA methylation result in differing roles in gene expression regulation. However, despite this subtype-specific DNA methylation patterning, a much smaller set of CpG sites are consistently affected in both AML subtypes. Most CpG sites in this common core of aberrantly methylated CpGs were hypermethylated in both AML subtypes. Therefore, aberrant DNA methylation patterns in AML do not occur in a stereotypical manner but rather are highly specific and associated with specific driving genetic lesions.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>22737091</pmid><doi>10.1371/journal.pgen.1002781</doi><oa>free_for_read</oa></addata></record> |
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subjects | Base Sequence Biology Cancer CpG Islands - genetics Deoxyribonucleic acid DNA DNA methylation DNA Methylation - genetics DNA sequencing Epigenesis, Genetic - genetics Epigenetic inheritance Gene expression Gene Expression Regulation, Neoplastic Genetic aspects Genetics Genome, Human HCT116 Cells Histone-Lysine N-Methyltransferase Humans Isocitrate Dehydrogenase - genetics Isocitrate Dehydrogenase - metabolism Leukemia, Myeloid, Acute - genetics Medicine Methylation Molecular Sequence Data Mutation Myeloid-Lymphoid Leukemia Protein - genetics Myeloid-Lymphoid Leukemia Protein - metabolism Nucleotide sequencing Promoter Regions, Genetic Sequence Analysis, DNA |
title | Base-pair resolution DNA methylation sequencing reveals profoundly divergent epigenetic landscapes in acute myeloid leukemia |
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