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Whole Genome Pathway Analysis Identifies an Association of Cadmium Response Gene Loss with Copy Number Variation in Mutant p53 Bearing Uterine Endometrial Carcinomas
Massive chromosomal aberrations are a signature of advanced cancer, although the factors promoting the pervasive incidence of these copy number alterations (CNAs) are poorly understood. Gatekeeper mutations, such as p53, contribute to aneuploidy, yet p53 mutant tumors do not always display CNAs. Ute...
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Published in: | PloS one 2016-07, Vol.11 (7), p.e0159114 |
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description | Massive chromosomal aberrations are a signature of advanced cancer, although the factors promoting the pervasive incidence of these copy number alterations (CNAs) are poorly understood. Gatekeeper mutations, such as p53, contribute to aneuploidy, yet p53 mutant tumors do not always display CNAs. Uterine Corpus Endometrial Carcinoma (UCEC) offers a unique system to begin to evaluate why some cancers acquire high CNAs while others evolve another route to oncogenesis, since about half of p53 mutant UCEC tumors have a relatively flat CNA landscape and half have 20-90% of their genome altered in copy number.
We extracted copy number information from 68 UCEC genomes mutant in p53 by the GISTIC2 algorithm. GO term pathway analysis, via GOrilla, was used to identify suppressed pathways. Genes within these pathways were mapped for focal or wide distribution. Deletion hotspots were evaluated for temporal incidence.
Multiple pathways contributed to the development of pervasive CNAs, including developmental, metabolic, immunological, cell adhesion and cadmium response pathways. Surprisingly, cadmium response pathway genes are predicted as the earliest loss events within these tumors: in particular, the metallothionein genes involved in heavy metal sequestration. Loss of cadmium response genes were associated with copy number changes and poorer prognosis, contrasting with 'copy number flat' tumors which instead exhibited substantive mutation.
Metallothioneins are lost early in the development of high CNA endometrial cancer, providing a potential mechanism and biological rationale for increased incidence of endometrial cancer with cadmium exposure. Developmental and metabolic pathways are altered later in tumor progression. |
doi_str_mv | 10.1371/journal.pone.0159114 |
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We extracted copy number information from 68 UCEC genomes mutant in p53 by the GISTIC2 algorithm. GO term pathway analysis, via GOrilla, was used to identify suppressed pathways. Genes within these pathways were mapped for focal or wide distribution. Deletion hotspots were evaluated for temporal incidence.
Multiple pathways contributed to the development of pervasive CNAs, including developmental, metabolic, immunological, cell adhesion and cadmium response pathways. Surprisingly, cadmium response pathway genes are predicted as the earliest loss events within these tumors: in particular, the metallothionein genes involved in heavy metal sequestration. Loss of cadmium response genes were associated with copy number changes and poorer prognosis, contrasting with 'copy number flat' tumors which instead exhibited substantive mutation.
Metallothioneins are lost early in the development of high CNA endometrial cancer, providing a potential mechanism and biological rationale for increased incidence of endometrial cancer with cadmium exposure. Developmental and metabolic pathways are altered later in tumor progression.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0159114</identifier><identifier>PMID: 27391266</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Algorithms ; Aneuploidy ; Autophagy ; Biology and Life Sciences ; Cadmium ; Cadmium - toxicity ; Cancer ; Carcinoma ; Cell adhesion ; Cell Adhesion - genetics ; Cell Adhesion - physiology ; Chromosome aberrations ; Clonal deletion ; Comparative Genomic Hybridization ; Consortia ; Copy number ; Development and progression ; DNA Copy Number Variations - genetics ; Endometrial cancer ; Endometrial Neoplasms - chemically induced ; Endometrial Neoplasms - genetics ; Endometrial Neoplasms - metabolism ; Endometrium ; Female ; Genes ; Genetic aspects ; Genetic variation ; Genome-Wide Association Study ; Genomes ; Genomics ; Heavy metals ; Humans ; Immunology ; Incidence ; Medicine and Health Sciences ; Metabolic pathways ; Metallothionein ; Metallothionein - genetics ; Metallothionein - metabolism ; Metallothioneins ; Mutation ; Mutation - genetics ; Ontology ; p53 Protein ; Pathways ; Physical Sciences ; Physiological aspects ; Reproductive health ; Tumor Suppressor Protein p53 - genetics ; Tumorigenesis ; Tumors ; Uterine cancer ; Uterus</subject><ispartof>PloS one, 2016-07, Vol.11 (7), p.e0159114</ispartof><rights>COPYRIGHT 2016 Public Library of Science</rights><rights>2016 Delaney, Stupack. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://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>2016 Delaney, Stupack 2016 Delaney, Stupack</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c725t-df108cd46267a84d277b1359d1a568a7a7ff3ee2fdd24e4843d6d7a2e4408ad13</citedby><cites>FETCH-LOGICAL-c725t-df108cd46267a84d277b1359d1a568a7a7ff3ee2fdd24e4843d6d7a2e4408ad13</cites><orcidid>0000-0002-8978-5961</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1802588812/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1802588812?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27391266$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Castresana, Javier S</contributor><creatorcontrib>Delaney, Joe Ryan</creatorcontrib><creatorcontrib>Stupack, Dwayne G</creatorcontrib><title>Whole Genome Pathway Analysis Identifies an Association of Cadmium Response Gene Loss with Copy Number Variation in Mutant p53 Bearing Uterine Endometrial Carcinomas</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Massive chromosomal aberrations are a signature of advanced cancer, although the factors promoting the pervasive incidence of these copy number alterations (CNAs) are poorly understood. Gatekeeper mutations, such as p53, contribute to aneuploidy, yet p53 mutant tumors do not always display CNAs. Uterine Corpus Endometrial Carcinoma (UCEC) offers a unique system to begin to evaluate why some cancers acquire high CNAs while others evolve another route to oncogenesis, since about half of p53 mutant UCEC tumors have a relatively flat CNA landscape and half have 20-90% of their genome altered in copy number.
We extracted copy number information from 68 UCEC genomes mutant in p53 by the GISTIC2 algorithm. GO term pathway analysis, via GOrilla, was used to identify suppressed pathways. Genes within these pathways were mapped for focal or wide distribution. Deletion hotspots were evaluated for temporal incidence.
Multiple pathways contributed to the development of pervasive CNAs, including developmental, metabolic, immunological, cell adhesion and cadmium response pathways. Surprisingly, cadmium response pathway genes are predicted as the earliest loss events within these tumors: in particular, the metallothionein genes involved in heavy metal sequestration. Loss of cadmium response genes were associated with copy number changes and poorer prognosis, contrasting with 'copy number flat' tumors which instead exhibited substantive mutation.
Metallothioneins are lost early in the development of high CNA endometrial cancer, providing a potential mechanism and biological rationale for increased incidence of endometrial cancer with cadmium exposure. Developmental and metabolic pathways are altered later in tumor progression.</description><subject>Algorithms</subject><subject>Aneuploidy</subject><subject>Autophagy</subject><subject>Biology and Life Sciences</subject><subject>Cadmium</subject><subject>Cadmium - toxicity</subject><subject>Cancer</subject><subject>Carcinoma</subject><subject>Cell adhesion</subject><subject>Cell Adhesion - genetics</subject><subject>Cell Adhesion - physiology</subject><subject>Chromosome aberrations</subject><subject>Clonal deletion</subject><subject>Comparative Genomic Hybridization</subject><subject>Consortia</subject><subject>Copy number</subject><subject>Development and progression</subject><subject>DNA Copy Number Variations - genetics</subject><subject>Endometrial cancer</subject><subject>Endometrial Neoplasms - chemically induced</subject><subject>Endometrial Neoplasms - genetics</subject><subject>Endometrial Neoplasms - metabolism</subject><subject>Endometrium</subject><subject>Female</subject><subject>Genes</subject><subject>Genetic aspects</subject><subject>Genetic variation</subject><subject>Genome-Wide Association Study</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Heavy metals</subject><subject>Humans</subject><subject>Immunology</subject><subject>Incidence</subject><subject>Medicine and Health Sciences</subject><subject>Metabolic pathways</subject><subject>Metallothionein</subject><subject>Metallothionein - genetics</subject><subject>Metallothionein - metabolism</subject><subject>Metallothioneins</subject><subject>Mutation</subject><subject>Mutation - genetics</subject><subject>Ontology</subject><subject>p53 Protein</subject><subject>Pathways</subject><subject>Physical Sciences</subject><subject>Physiological aspects</subject><subject>Reproductive health</subject><subject>Tumor Suppressor Protein p53 - genetics</subject><subject>Tumorigenesis</subject><subject>Tumors</subject><subject>Uterine cancer</subject><subject>Uterus</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNqNk8Fu1DAQhiMEoqXwBggsISE47BLHTuxckJZVKSsVigotR2tiT3ZdJfESO5R9IN4Tb5tWXdQD8sGW_c3v8e-ZJHlO0yllgr67cEPfQTNduw6nKc1LSvmDZJ-WLJsUWcoe3lnvJU-8v0jTnMmieJzsZYKVNCuK_eTPj5VrkBxh51okXyGsLmFDZlF4460nC4NdsLVFT6AjM--dthCs64iryRxMa4eWnKKPSfgrFSTHzntyacOKzN16Q74MbYU9OYd-DLQd-TwE6AJZ54x8wHjQLclZwDgjOexMTCREuIn6vbYxL_BPk0c1NB6fjfNBcvbx8Pv80-T45Ggxnx1PtMjyMDE1TaU2vMgKAZKbTIiKsrw0FPJCggBR1wwxq43JOHLJmSmMgAw5TyUYyg6Sl9e668Z5NTrsFZVplkspaRaJxTVhHFyodW9b6DfKgVVXG65fKuiD1Q2qUqMuq0pXiJJzzkqgVQo6RwNpxTGNWu_H24aqRaOj1T00O6K7J51dqaX7pXjJJJPbZN6MAr37OaAPqrVeY9NAh264ylsWIhV5EdFX_6D3v26klhAfYLvaxXv1VlTNeC5YLkS-dWl6DxWHwdbqWI61jfs7AW93AiIT8HdYwuC9Wnw7_X_25HyXfX2HXSE0YeVdM2zrzO-C_BrUfazOHutbk2mqtt1044badpMauymGvbj7QbdBN-3D_gKRRhzo</recordid><startdate>20160708</startdate><enddate>20160708</enddate><creator>Delaney, Joe Ryan</creator><creator>Stupack, Dwayne G</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>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>7TO</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-8978-5961</orcidid></search><sort><creationdate>20160708</creationdate><title>Whole Genome Pathway Analysis Identifies an Association of Cadmium Response Gene Loss with Copy Number Variation in Mutant p53 Bearing Uterine Endometrial Carcinomas</title><author>Delaney, Joe Ryan ; Stupack, Dwayne G</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c725t-df108cd46267a84d277b1359d1a568a7a7ff3ee2fdd24e4843d6d7a2e4408ad13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Algorithms</topic><topic>Aneuploidy</topic><topic>Autophagy</topic><topic>Biology and Life Sciences</topic><topic>Cadmium</topic><topic>Cadmium - toxicity</topic><topic>Cancer</topic><topic>Carcinoma</topic><topic>Cell adhesion</topic><topic>Cell Adhesion - genetics</topic><topic>Cell Adhesion - physiology</topic><topic>Chromosome aberrations</topic><topic>Clonal deletion</topic><topic>Comparative Genomic Hybridization</topic><topic>Consortia</topic><topic>Copy number</topic><topic>Development and progression</topic><topic>DNA Copy Number Variations - genetics</topic><topic>Endometrial cancer</topic><topic>Endometrial Neoplasms - chemically induced</topic><topic>Endometrial Neoplasms - genetics</topic><topic>Endometrial Neoplasms - metabolism</topic><topic>Endometrium</topic><topic>Female</topic><topic>Genes</topic><topic>Genetic aspects</topic><topic>Genetic variation</topic><topic>Genome-Wide Association Study</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Heavy metals</topic><topic>Humans</topic><topic>Immunology</topic><topic>Incidence</topic><topic>Medicine and Health Sciences</topic><topic>Metabolic pathways</topic><topic>Metallothionein</topic><topic>Metallothionein - 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Gatekeeper mutations, such as p53, contribute to aneuploidy, yet p53 mutant tumors do not always display CNAs. Uterine Corpus Endometrial Carcinoma (UCEC) offers a unique system to begin to evaluate why some cancers acquire high CNAs while others evolve another route to oncogenesis, since about half of p53 mutant UCEC tumors have a relatively flat CNA landscape and half have 20-90% of their genome altered in copy number.
We extracted copy number information from 68 UCEC genomes mutant in p53 by the GISTIC2 algorithm. GO term pathway analysis, via GOrilla, was used to identify suppressed pathways. Genes within these pathways were mapped for focal or wide distribution. Deletion hotspots were evaluated for temporal incidence.
Multiple pathways contributed to the development of pervasive CNAs, including developmental, metabolic, immunological, cell adhesion and cadmium response pathways. Surprisingly, cadmium response pathway genes are predicted as the earliest loss events within these tumors: in particular, the metallothionein genes involved in heavy metal sequestration. Loss of cadmium response genes were associated with copy number changes and poorer prognosis, contrasting with 'copy number flat' tumors which instead exhibited substantive mutation.
Metallothioneins are lost early in the development of high CNA endometrial cancer, providing a potential mechanism and biological rationale for increased incidence of endometrial cancer with cadmium exposure. Developmental and metabolic pathways are altered later in tumor progression.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>27391266</pmid><doi>10.1371/journal.pone.0159114</doi><orcidid>https://orcid.org/0000-0002-8978-5961</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Algorithms Aneuploidy Autophagy Biology and Life Sciences Cadmium Cadmium - toxicity Cancer Carcinoma Cell adhesion Cell Adhesion - genetics Cell Adhesion - physiology Chromosome aberrations Clonal deletion Comparative Genomic Hybridization Consortia Copy number Development and progression DNA Copy Number Variations - genetics Endometrial cancer Endometrial Neoplasms - chemically induced Endometrial Neoplasms - genetics Endometrial Neoplasms - metabolism Endometrium Female Genes Genetic aspects Genetic variation Genome-Wide Association Study Genomes Genomics Heavy metals Humans Immunology Incidence Medicine and Health Sciences Metabolic pathways Metallothionein Metallothionein - genetics Metallothionein - metabolism Metallothioneins Mutation Mutation - genetics Ontology p53 Protein Pathways Physical Sciences Physiological aspects Reproductive health Tumor Suppressor Protein p53 - genetics Tumorigenesis Tumors Uterine cancer Uterus |
title | Whole Genome Pathway Analysis Identifies an Association of Cadmium Response Gene Loss with Copy Number Variation in Mutant p53 Bearing Uterine Endometrial Carcinomas |
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