Classifications within molecular subtypes enables identification of BRCA1/BRCA2 mutation carriers by RNA tumor profiling
Pathogenic germline mutations in BRCA1 or BRCA2 are detected in less than one third of families with a strong history of breast cancer. It is therefore expected that mutations still remain undetected by currently used screening methods. In addition, a growing number of BRCA1/2 sequence variants of u...
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creator | Larsen, Martin J Kruse, Torben A Tan, Qihua Lænkholm, Anne-Vibeke Bak, Martin Lykkesfeldt, Anne E Sørensen, Kristina P Hansen, Thomas V O Ejlertsen, Bent Gerdes, Anne-Marie Thomassen, Mads |
description | Pathogenic germline mutations in BRCA1 or BRCA2 are detected in less than one third of families with a strong history of breast cancer. It is therefore expected that mutations still remain undetected by currently used screening methods. In addition, a growing number of BRCA1/2 sequence variants of unclear pathogen significance are found in the families, constituting an increasing clinical challenge. New methods are therefore needed to improve the detection rate and aid the interpretation of the clinically uncertain variants. In this study we analyzed a series of 33 BRCA1, 22 BRCA2, and 128 sporadic tumors by RNA profiling to investigate the classification potential of RNA profiles to predict BRCA1/2 mutation status. We found that breast tumors from BRCA1 and BRCA2 mutation carriers display characteristic RNA expression patterns, allowing them to be distinguished from sporadic tumors. The majority of BRCA1 tumors were basal-like while BRCA2 tumors were mainly luminal B. Using RNA profiles, we were able to distinguish BRCA1 tumors from sporadic tumors among basal-like tumors with 83% accuracy and BRCA2 from sporadic tumors among luminal B tumors with 89% accuracy. Furthermore, subtype-specific BRCA1/2 gene signatures were successfully validated in two independent data sets with high accuracies. Although additional validation studies are required, indication of BRCA1/2 involvement ("BRCAness") by RNA profiling could potentially be valuable as a tool for distinguishing pathogenic mutations from benign variants, for identification of undetected mutation carriers, and for selecting patients sensitive to new therapeutics such as PARP inhibitors. |
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It is therefore expected that mutations still remain undetected by currently used screening methods. In addition, a growing number of BRCA1/2 sequence variants of unclear pathogen significance are found in the families, constituting an increasing clinical challenge. New methods are therefore needed to improve the detection rate and aid the interpretation of the clinically uncertain variants. In this study we analyzed a series of 33 BRCA1, 22 BRCA2, and 128 sporadic tumors by RNA profiling to investigate the classification potential of RNA profiles to predict BRCA1/2 mutation status. We found that breast tumors from BRCA1 and BRCA2 mutation carriers display characteristic RNA expression patterns, allowing them to be distinguished from sporadic tumors. The majority of BRCA1 tumors were basal-like while BRCA2 tumors were mainly luminal B. Using RNA profiles, we were able to distinguish BRCA1 tumors from sporadic tumors among basal-like tumors with 83% accuracy and BRCA2 from sporadic tumors among luminal B tumors with 89% accuracy. Furthermore, subtype-specific BRCA1/2 gene signatures were successfully validated in two independent data sets with high accuracies. Although additional validation studies are required, indication of BRCA1/2 involvement ("BRCAness") by RNA profiling could potentially be valuable as a tool for distinguishing pathogenic mutations from benign variants, for identification of undetected mutation carriers, and for selecting patients sensitive to new therapeutics such as PARP inhibitors.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0064268</identifier><identifier>PMID: 23704984</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Adult ; Analysis ; Biology ; BRCA1 protein ; BRCA1 Protein - genetics ; BRCA2 protein ; BRCA2 Protein - genetics ; Breast cancer ; Breast Neoplasms - classification ; Breast Neoplasms - genetics ; Breast Neoplasms - pathology ; Cancer ; Carriers ; Cluster Analysis ; Estrogen ; Estrogens ; Female ; Gene expression ; Gene Expression Profiling ; Gene Expression Regulation, Neoplastic ; Gene mutation ; Genes ; Genetic counseling ; Genetics ; Genotype & phenotype ; Heterozygote ; Humans ; Medical research ; Medicine ; Middle Aged ; Mutation ; Mutation - genetics ; Pathology ; Poly(ADP-ribose) polymerase ; Profiling ; Reproducibility of Results ; Ribonucleic acid ; RNA ; RNA, Neoplasm - genetics ; RNA, Neoplasm - metabolism ; Studies ; Tumors ; Womens health</subject><ispartof>PloS one, 2013-05, Vol.8 (5), p.e64268-e64268</ispartof><rights>COPYRIGHT 2013 Public Library of Science</rights><rights>2013 Larsen et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2013 Larsen et al 2013 Larsen et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c758t-6c9f9a92ca40fc19f4d124b0fcf07a2d333ba3f8de447aa77555b2ce32d6386e3</citedby><cites>FETCH-LOGICAL-c758t-6c9f9a92ca40fc19f4d124b0fcf07a2d333ba3f8de447aa77555b2ce32d6386e3</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/PMC3660328/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3660328/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2096,2915,23845,27901,27902,53766,53768,79343,79344</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23704984$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Larsen, Martin J</creatorcontrib><creatorcontrib>Kruse, Torben A</creatorcontrib><creatorcontrib>Tan, Qihua</creatorcontrib><creatorcontrib>Lænkholm, Anne-Vibeke</creatorcontrib><creatorcontrib>Bak, Martin</creatorcontrib><creatorcontrib>Lykkesfeldt, Anne E</creatorcontrib><creatorcontrib>Sørensen, Kristina P</creatorcontrib><creatorcontrib>Hansen, Thomas V O</creatorcontrib><creatorcontrib>Ejlertsen, Bent</creatorcontrib><creatorcontrib>Gerdes, Anne-Marie</creatorcontrib><creatorcontrib>Thomassen, Mads</creatorcontrib><title>Classifications within molecular subtypes enables identification of BRCA1/BRCA2 mutation carriers by RNA tumor profiling</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Pathogenic germline mutations in BRCA1 or BRCA2 are detected in less than one third of families with a strong history of breast cancer. 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Although additional validation studies are required, indication of BRCA1/2 involvement ("BRCAness") by RNA profiling could potentially be valuable as a tool for distinguishing pathogenic mutations from benign variants, for identification of undetected mutation carriers, and for selecting patients sensitive to new therapeutics such as PARP inhibitors.</description><subject>Adult</subject><subject>Analysis</subject><subject>Biology</subject><subject>BRCA1 protein</subject><subject>BRCA1 Protein - genetics</subject><subject>BRCA2 protein</subject><subject>BRCA2 Protein - genetics</subject><subject>Breast cancer</subject><subject>Breast Neoplasms - classification</subject><subject>Breast Neoplasms - genetics</subject><subject>Breast Neoplasms - pathology</subject><subject>Cancer</subject><subject>Carriers</subject><subject>Cluster Analysis</subject><subject>Estrogen</subject><subject>Estrogens</subject><subject>Female</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Gene mutation</subject><subject>Genes</subject><subject>Genetic counseling</subject><subject>Genetics</subject><subject>Genotype & phenotype</subject><subject>Heterozygote</subject><subject>Humans</subject><subject>Medical research</subject><subject>Medicine</subject><subject>Middle Aged</subject><subject>Mutation</subject><subject>Mutation - genetics</subject><subject>Pathology</subject><subject>Poly(ADP-ribose) polymerase</subject><subject>Profiling</subject><subject>Reproducibility of Results</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>RNA, Neoplasm - genetics</subject><subject>RNA, Neoplasm - metabolism</subject><subject>Studies</subject><subject>Tumors</subject><subject>Womens health</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNqNk9mK2zAUhk1p6SztG5TWUBjai2S0ebsppKFLYOhAutyKY1lOFGQrI8nt5O0rJ54Ql7koAklI3_ml80snil5hNMU0w9cb09kW9HRrWjlFKGUkzZ9E57igZJISRJ-ezM-iC-c2CCU0T9Pn0RmhGWJFzs6j-7kG51StBHhlWhf_UX6t2rgxWopOg41dV_rdVrpYtlDqMKpKtv4YEZs6_ricz_B135O46fxhXYC1SloXl7t4-W0W-64xNt5aUyut2tWL6FkN2smXw3gZ_fz86cf86-Tm9stiPruZiCzJ_SQVRV1AQQQwVAtc1KzChJVhXqMMSEUpLYHWeSUZywCyLEmSkghJSZWGZCW9jN4cdLfaOD6Y5jimCU1ThFkRiMWBqAxs-NaqBuyOG1B8v2DsioP1SmjJmRCVCNbJEgsmClmQBElRCJqWZQVVHrQ-DKd1ZSMrEZyyoEei451WrfnK_Ob9ZSjpBd4NAtbcddJ53ignpNbQStPt752wnOCUBPTtP-jj2Q3UCkICqq1NOFf0onzGshxnpMBJoKaPUKFVslEi_LDwaHIc8H4UEBgv7_0KOuf44vvy_9nbX2P26oRdS9B-7Yzu9p9zDLIDKKxxzsr6aDJGvC-QBzd4XyB8KJAQ9vr0gY5BDxVB_wKziQ0N</recordid><startdate>20130521</startdate><enddate>20130521</enddate><creator>Larsen, Martin J</creator><creator>Kruse, Torben A</creator><creator>Tan, Qihua</creator><creator>Lænkholm, Anne-Vibeke</creator><creator>Bak, Martin</creator><creator>Lykkesfeldt, Anne E</creator><creator>Sørensen, Kristina P</creator><creator>Hansen, Thomas V O</creator><creator>Ejlertsen, Bent</creator><creator>Gerdes, Anne-Marie</creator><creator>Thomassen, Mads</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>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</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>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20130521</creationdate><title>Classifications within molecular subtypes enables identification of BRCA1/BRCA2 mutation carriers by RNA tumor profiling</title><author>Larsen, Martin J ; Kruse, Torben A ; Tan, Qihua ; Lænkholm, Anne-Vibeke ; Bak, Martin ; Lykkesfeldt, Anne E ; Sørensen, Kristina P ; Hansen, Thomas V O ; Ejlertsen, Bent ; Gerdes, Anne-Marie ; Thomassen, Mads</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c758t-6c9f9a92ca40fc19f4d124b0fcf07a2d333ba3f8de447aa77555b2ce32d6386e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Adult</topic><topic>Analysis</topic><topic>Biology</topic><topic>BRCA1 protein</topic><topic>BRCA1 Protein - 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It is therefore expected that mutations still remain undetected by currently used screening methods. In addition, a growing number of BRCA1/2 sequence variants of unclear pathogen significance are found in the families, constituting an increasing clinical challenge. New methods are therefore needed to improve the detection rate and aid the interpretation of the clinically uncertain variants. In this study we analyzed a series of 33 BRCA1, 22 BRCA2, and 128 sporadic tumors by RNA profiling to investigate the classification potential of RNA profiles to predict BRCA1/2 mutation status. We found that breast tumors from BRCA1 and BRCA2 mutation carriers display characteristic RNA expression patterns, allowing them to be distinguished from sporadic tumors. The majority of BRCA1 tumors were basal-like while BRCA2 tumors were mainly luminal B. Using RNA profiles, we were able to distinguish BRCA1 tumors from sporadic tumors among basal-like tumors with 83% accuracy and BRCA2 from sporadic tumors among luminal B tumors with 89% accuracy. Furthermore, subtype-specific BRCA1/2 gene signatures were successfully validated in two independent data sets with high accuracies. Although additional validation studies are required, indication of BRCA1/2 involvement ("BRCAness") by RNA profiling could potentially be valuable as a tool for distinguishing pathogenic mutations from benign variants, for identification of undetected mutation carriers, and for selecting patients sensitive to new therapeutics such as PARP inhibitors.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>23704984</pmid><doi>10.1371/journal.pone.0064268</doi><tpages>e64268</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Analysis Biology BRCA1 protein BRCA1 Protein - genetics BRCA2 protein BRCA2 Protein - genetics Breast cancer Breast Neoplasms - classification Breast Neoplasms - genetics Breast Neoplasms - pathology Cancer Carriers Cluster Analysis Estrogen Estrogens Female Gene expression Gene Expression Profiling Gene Expression Regulation, Neoplastic Gene mutation Genes Genetic counseling Genetics Genotype & phenotype Heterozygote Humans Medical research Medicine Middle Aged Mutation Mutation - genetics Pathology Poly(ADP-ribose) polymerase Profiling Reproducibility of Results Ribonucleic acid RNA RNA, Neoplasm - genetics RNA, Neoplasm - metabolism Studies Tumors Womens health |
title | Classifications within molecular subtypes enables identification of BRCA1/BRCA2 mutation carriers by RNA tumor profiling |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-02T14%3A34%3A50IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_plos_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Classifications%20within%20molecular%20subtypes%20enables%20identification%20of%20BRCA1/BRCA2%20mutation%20carriers%20by%20RNA%20tumor%20profiling&rft.jtitle=PloS%20one&rft.au=Larsen,%20Martin%20J&rft.date=2013-05-21&rft.volume=8&rft.issue=5&rft.spage=e64268&rft.epage=e64268&rft.pages=e64268-e64268&rft.issn=1932-6203&rft.eissn=1932-6203&rft_id=info:doi/10.1371/journal.pone.0064268&rft_dat=%3Cgale_plos_%3EA478172915%3C/gale_plos_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1353660149&rft_id=info:pmid/23704984&rft_galeid=A478172915&rft_doaj_id=oai_doaj_org_article_4ccdc704eb1c4c9e9250ec9c36bbdad8&rfr_iscdi=true |