BCL2 Regulation according to Molecular Subtype of Breast Cancer by Analysis of The Cancer Genome Atlas Database

We investigated B-cell lymphoma 2 (BCL2) regulation across DNA, RNA, protein, and methylation status according to molecular subtype of breast cancer using The Cancer Genome Atlas (TCGA) database. We analyzed clinical and biological data on 1,096 breast cancers from the TCGA database. Biological data...

Full description

Saved in:
Bibliographic Details
Published inCancer research and treatment Vol. 50; no. 3; pp. 658 - 669
Main Authors Hwang, Ki-Tae, Kim, Kwangsoo, Chang, Ji Hyun, Oh, Sohee, Kim, Young A, Lee, Jong Yoon, Jung, Se Hee, Choi, In Sil
Format Journal Article
LanguageEnglish
Published Korea (South) Korean Cancer Association 01.07.2018
Subjects
Online AccessGet full text

Cover

Loading…
Abstract We investigated B-cell lymphoma 2 (BCL2) regulation across DNA, RNA, protein, and methylation status according to molecular subtype of breast cancer using The Cancer Genome Atlas (TCGA) database. We analyzed clinical and biological data on 1,096 breast cancers from the TCGA database. Biological data included reverse phase protein array (RPPA), mRNA sequencing (mRNA-seq), mRNA microarray, methylation, copy number alteration linear, copy number alteration nonlinear, and mutation data. The luminal A and luminal B subtypes showed upregulated expression of RPPA and mRNAseq and hypomethylation compared to the human epidermal growth factor receptor 2 (HER2) and triple-negative subtypes (all p < 0.001). No mutations were found in any subjects. High mRNA-seq and high RPPA were strongly associated with positive estrogen receptor, positive progesterone receptor (all p < 0.001), and negative HER2 (p < 0.001 and p=0.002, respectively). Correlation analysis revealed a strong positive correlation between protein and mRNA levels and a strong negative correlation between methylation and protein and mRNA levels (all p < 0.001). The high BCL2 group showed superior overall survival compared to the low BCL2 group (p=0.006). The regulation of BCL2 was mainly associated with methylation across the molecular subtypes of breast cancer, and luminal A and luminal B subtypes showed upregulated expression of BCL2 protein, mRNA, and hypomethylation. Although copy number alteration may have played a minor role, mutation status was not related to BCL2 regulation. Upregulation of BCL2 was associated with superior prognosis than downregulation of BCL2.
AbstractList We investigated B-cell lymphoma 2 (BCL2) regulation across DNA, RNA, protein, and methylation status according to molecular subtype of breast cancer using The Cancer Genome Atlas (TCGA) database. We analyzed clinical and biological data on 1,096 breast cancers from the TCGA database. Biological data included reverse phase protein array (RPPA), mRNA sequencing (mRNA-seq), mRNA microarray, methylation, copy number alteration linear, copy number alteration nonlinear, and mutation data. The luminal A and luminal B subtypes showed upregulated expression of RPPA and mRNAseq and hypomethylation compared to the human epidermal growth factor receptor 2 (HER2) and triple-negative subtypes (all p < 0.001). No mutations were found in any subjects. High mRNA-seq and high RPPA were strongly associated with positive estrogen receptor, positive progesterone receptor (all p < 0.001), and negative HER2 (p < 0.001 and p=0.002, respectively). Correlation analysis revealed a strong positive correlation between protein and mRNA levels and a strong negative correlation between methylation and protein and mRNA levels (all p < 0.001). The high BCL2 group showed superior overall survival compared to the low BCL2 group (p=0.006). The regulation of BCL2 was mainly associated with methylation across the molecular subtypes of breast cancer, and luminal A and luminal B subtypes showed upregulated expression of BCL2 protein, mRNA, and hypomethylation. Although copy number alteration may have played a minor role, mutation status was not related to BCL2 regulation. Upregulation of BCL2 was associated with superior prognosis than downregulation of BCL2.
We investigated B-cell lymphoma 2 (BCL2) regulation across DNA, RNA, protein, and methylation status according to molecular subtype of breast cancer using The Cancer Genome Atlas (TCGA) database.PURPOSEWe investigated B-cell lymphoma 2 (BCL2) regulation across DNA, RNA, protein, and methylation status according to molecular subtype of breast cancer using The Cancer Genome Atlas (TCGA) database.We analyzed clinical and biological data on 1,096 breast cancers from the TCGA database. Biological data included reverse phase protein array (RPPA), mRNA sequencing (mRNA-seq), mRNA microarray, methylation, copy number alteration linear, copy number alteration nonlinear, and mutation data.MATERIALS AND METHODSWe analyzed clinical and biological data on 1,096 breast cancers from the TCGA database. Biological data included reverse phase protein array (RPPA), mRNA sequencing (mRNA-seq), mRNA microarray, methylation, copy number alteration linear, copy number alteration nonlinear, and mutation data.The luminal A and luminal B subtypes showed upregulated expression of RPPA and mRNAseq and hypomethylation compared to the human epidermal growth factor receptor 2 (HER2) and triple-negative subtypes (all p < 0.001). No mutations were found in any subjects. High mRNA-seq and high RPPA were strongly associated with positive estrogen receptor, positive progesterone receptor (all p < 0.001), and negative HER2 (p < 0.001 and p=0.002, respectively). Correlation analysis revealed a strong positive correlation between protein and mRNA levels and a strong negative correlation between methylation and protein and mRNA levels (all p < 0.001). The high BCL2 group showed superior overall survival compared to the low BCL2 group (p=0.006).RESULTSThe luminal A and luminal B subtypes showed upregulated expression of RPPA and mRNAseq and hypomethylation compared to the human epidermal growth factor receptor 2 (HER2) and triple-negative subtypes (all p < 0.001). No mutations were found in any subjects. High mRNA-seq and high RPPA were strongly associated with positive estrogen receptor, positive progesterone receptor (all p < 0.001), and negative HER2 (p < 0.001 and p=0.002, respectively). Correlation analysis revealed a strong positive correlation between protein and mRNA levels and a strong negative correlation between methylation and protein and mRNA levels (all p < 0.001). The high BCL2 group showed superior overall survival compared to the low BCL2 group (p=0.006).The regulation of BCL2 was mainly associated with methylation across the molecular subtypes of breast cancer, and luminal A and luminal B subtypes showed upregulated expression of BCL2 protein, mRNA, and hypomethylation. Although copy number alteration may have played a minor role, mutation status was not related to BCL2 regulation. Upregulation of BCL2 was associated with superior prognosis than downregulation of BCL2.CONCLUSIONThe regulation of BCL2 was mainly associated with methylation across the molecular subtypes of breast cancer, and luminal A and luminal B subtypes showed upregulated expression of BCL2 protein, mRNA, and hypomethylation. Although copy number alteration may have played a minor role, mutation status was not related to BCL2 regulation. Upregulation of BCL2 was associated with superior prognosis than downregulation of BCL2.
Author Jung, Se Hee
Lee, Jong Yoon
Oh, Sohee
Choi, In Sil
Kim, Kwangsoo
Hwang, Ki-Tae
Kim, Young A
Chang, Ji Hyun
Author_xml – sequence: 1
  givenname: Ki-Tae
  surname: Hwang
  fullname: Hwang, Ki-Tae
– sequence: 2
  givenname: Kwangsoo
  surname: Kim
  fullname: Kim, Kwangsoo
– sequence: 3
  givenname: Ji Hyun
  surname: Chang
  fullname: Chang, Ji Hyun
– sequence: 4
  givenname: Sohee
  surname: Oh
  fullname: Oh, Sohee
– sequence: 5
  givenname: Young A
  surname: Kim
  fullname: Kim, Young A
– sequence: 6
  givenname: Jong Yoon
  surname: Lee
  fullname: Lee, Jong Yoon
– sequence: 7
  givenname: Se Hee
  surname: Jung
  fullname: Jung, Se Hee
– sequence: 8
  givenname: In Sil
  surname: Choi
  fullname: Choi, In Sil
BackLink https://www.ncbi.nlm.nih.gov/pubmed/28701032$$D View this record in MEDLINE/PubMed
BookMark eNptkU1vEzEQhi1URNPCjTPykQMbbK_Xu3tBSkMplVIhQTlbs844NXLsYHuR8u_Z9EsU9TSH9_E7Iz8n5CjEgIS85Wwuuaw_mlTmgvF2zmv5gswEY03Vi0YdkRlv-q4Sfd8dk5OcfzGmZN3yV-RYdC3jrBYzEs-WK0G_42b0UFwMFIyJae3ChpZIr6JHMyWJ_hiHst8hjZaeJYRc6BKCwUSHPV0E8Pvs8iG8vsGH5AJD3CJdFA-ZfoYCA2R8TV5a8Bnf3M9T8vPL-fXya7X6dnG5XKwqU3eyVNIqFB1ngjPGG1BWtRxZby0qs1aNMggguRVcIkOwa2UHUXcWOYBqmxbqU_Lprnc3DltcGwwlgde75LaQ9jqC00-T4G70Jv7RijWqb-up4P19QYq_R8xFb1026D0EjGPWvOddJydQTei7f3c9Lnn45Qn4cAeYFHNOaB8RzvRBop4k6oNEPUmccPEfbly5tTNd6vzzj_4CVg2hFw
CitedBy_id crossref_primary_10_1038_s41598_021_90506_x
crossref_primary_10_1186_s12885_023_11421_0
crossref_primary_10_1002_cam4_4791
crossref_primary_10_1016_j_clbc_2020_05_005
crossref_primary_10_51248__v42i4_1578
crossref_primary_10_1038_s41598_021_81085_y
crossref_primary_10_3390_diagnostics10110939
crossref_primary_10_1515_cclm_2018_0272
crossref_primary_10_3390_jcm8111772
crossref_primary_10_1016_j_adcanc_2023_100108
crossref_primary_10_1007_s12094_022_03007_2
crossref_primary_10_1038_s41598_019_46917_y
Cites_doi 10.1007/BF03033697
10.1007/s00432-016-2144-1
10.4048/jbc.2017.20.1.54
10.1038/ng.2764
10.1158/1055-9965.EPI-13-0696
10.1016/0092-8674(86)90362-4
10.1038/sj.bjc.6605736
10.2174/1389450115666141106151143
10.1186/1471-2407-7-63
10.1007/s12032-014-0389-6
10.1016/j.cell.2015.09.033
10.1038/nrc.2015.17
10.1371/journal.pone.0168284
10.1007/s10549-015-3305-7
10.1007/BF00197392
10.1038/nrm3722
10.1038/sj.bjc.6601095
10.1038/349254a0
10.1002/ijc.27539
10.1126/science.6093263
10.1016/j.bbamcr.2015.03.012
10.1155/2012/524308
10.1186/1471-2407-8-153
10.1007/s10549-015-3288-4
ContentType Journal Article
Copyright Copyright © 2018 by the Korean Cancer Association 2018
Copyright_xml – notice: Copyright © 2018 by the Korean Cancer Association 2018
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
7X8
5PM
DOI 10.4143/crt.2017.134
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
MEDLINE - Academic
DatabaseTitleList MEDLINE
MEDLINE - Academic
Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
EISSN 2005-9256
EndPage 669
ExternalDocumentID PMC6056973
28701032
10_4143_crt_2017_134
Genre Journal Article
GroupedDBID ---
29B
5-W
53G
8JR
9ZL
AAYXX
ABDBF
ACUHS
ACYCR
ADBBV
AENEX
ALMA_UNASSIGNED_HOLDINGS
AOIJS
BAWUL
CITATION
DIK
E3Z
EBD
EF.
F5P
HYE
OK1
RPM
TR2
C1A
CGR
CUY
CVF
ECM
EIF
M~E
NPM
7X8
5PM
ID FETCH-LOGICAL-c384t-4f6e2810210015a6f671e09ffe6cd656ceaa41f214e0eafd6fb238fe1aa6757a3
ISSN 1598-2998
2005-9256
IngestDate Thu Aug 21 18:33:51 EDT 2025
Fri Jul 11 11:20:12 EDT 2025
Thu Jan 02 22:54:55 EST 2025
Tue Jul 01 03:18:47 EDT 2025
Thu Apr 24 23:04:15 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 3
Keywords BCL2
Breast neoplasms
Gene expression regulation
Molecular subtype
The Cancer Genome Atlas
Language English
License This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c384t-4f6e2810210015a6f671e09ffe6cd656ceaa41f214e0eafd6fb238fe1aa6757a3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
OpenAccessLink https://pubmed.ncbi.nlm.nih.gov/PMC6056973
PMID 28701032
PQID 1918847336
PQPubID 23479
PageCount 12
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_6056973
proquest_miscellaneous_1918847336
pubmed_primary_28701032
crossref_primary_10_4143_crt_2017_134
crossref_citationtrail_10_4143_crt_2017_134
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2018-07-01
PublicationDateYYYYMMDD 2018-07-01
PublicationDate_xml – month: 07
  year: 2018
  text: 2018-07-01
  day: 01
PublicationDecade 2010
PublicationPlace Korea (South)
PublicationPlace_xml – name: Korea (South)
PublicationTitle Cancer research and treatment
PublicationTitleAlternate Cancer Res Treat
PublicationYear 2018
Publisher Korean Cancer Association
Publisher_xml – name: Korean Cancer Association
References ref13
ref12
ref15
ref14
ref11
ref10
ref2
ref1
ref17
ref16
ref19
Bhargava (ref24) 1994
Ma (ref21) 2013
(ref18) 2012
ref23
ref26
ref25
ref20
ref22
ref27
ref8
ref7
ref9
ref4
ref3
ref6
ref5
References_xml – ident: ref23
  doi: 10.1007/BF03033697
– ident: ref1
  doi: 10.1007/s00432-016-2144-1
– ident: ref14
  doi: 10.4048/jbc.2017.20.1.54
– ident: ref17
  doi: 10.1038/ng.2764
– ident: ref8
  doi: 10.1158/1055-9965.EPI-13-0696
– ident: ref4
  doi: 10.1016/0092-8674(86)90362-4
– ident: ref11
  doi: 10.1038/sj.bjc.6605736
– ident: ref22
  doi: 10.2174/1389450115666141106151143
– ident: ref27
  doi: 10.1186/1471-2407-7-63
– ident: ref7
  doi: 10.1007/s12032-014-0389-6
– ident: ref19
  doi: 10.1016/j.cell.2015.09.033
– ident: ref10
  doi: 10.1038/nrc.2015.17
– ident: ref20
  doi: 10.1371/journal.pone.0168284
– ident: ref15
  doi: 10.1007/s10549-015-3305-7
– ident: ref25
  doi: 10.1007/BF00197392
– ident: ref2
  doi: 10.1038/nrm3722
– ident: ref6
  doi: 10.1038/sj.bjc.6601095
– ident: ref16
  doi: 10.1038/349254a0
– ident: ref13
  doi: 10.1002/ijc.27539
– start-page: 1263
  volume-title: The Cancer Genome Atlas: clinical applications for breast cancer
  year: 2013
  ident: ref21
– ident: ref3
  doi: 10.1126/science.6093263
– start-page: 535
  volume-title: Bcl-2 immunoreactivity in breast carcinoma correlates with hormone receptor positivity
  year: 1994
  ident: ref24
– ident: ref9
  doi: 10.1016/j.bbamcr.2015.03.012
– ident: ref5
  doi: 10.1155/2012/524308
– ident: ref12
  doi: 10.1186/1471-2407-8-153
– ident: ref26
  doi: 10.1007/s10549-015-3288-4
– start-page: 61
  volume-title: Comprehensive molecular portraits of human breast tumours
  year: 2012
  ident: ref18
SSID ssj0064371
Score 2.1832898
Snippet We investigated B-cell lymphoma 2 (BCL2) regulation across DNA, RNA, protein, and methylation status according to molecular subtype of breast cancer using The...
SourceID pubmedcentral
proquest
pubmed
crossref
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 658
SubjectTerms Adult
Aged
Aged, 80 and over
Breast Neoplasms - genetics
Breast Neoplasms - metabolism
Breast Neoplasms - pathology
Databases, Genetic
DNA Copy Number Variations
DNA Methylation
Female
Gene Expression Profiling - methods
Gene Expression Regulation, Neoplastic
Humans
Male
Middle Aged
Neoplasm Staging
Original
Prognosis
Proto-Oncogene Proteins c-bcl-2 - genetics
Proto-Oncogene Proteins c-bcl-2 - metabolism
Survival Analysis
Up-Regulation
Title BCL2 Regulation according to Molecular Subtype of Breast Cancer by Analysis of The Cancer Genome Atlas Database
URI https://www.ncbi.nlm.nih.gov/pubmed/28701032
https://www.proquest.com/docview/1918847336
https://pubmed.ncbi.nlm.nih.gov/PMC6056973
Volume 50
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3bjtMwELVKV0K8IO6Um4wET1VKbnWSx7awVCwFJLrSvkV2Yu9WYuNVNxVa_ov_YyZ23LSABPsSVbGbtDkn9ow9c4aQV3EZ-jIJhCeESj2Y8XxPFIp7RZKNVRqxOEgwUXjxic2P4w8n45Ne72cnamlTi1Hx4495JddBFc4Brpgl-x_IuovCCfgM-MIREIbjP2E8nX0M4QGd2hJcQ16gL9kkQGl4W23hWxwcmpVWsAunGINeD2eI9RpNz64oSVPDzrS8l5U-l8NJDcY1MKPmot3F2aoaYD-rFWTS41zQuuPKd7safbTyltxRyFZwPsLWS607EQY2PHg1nF9tHGs_Nys_X_WZlN01iiB18aw24l-vcVvB_rJ93tmBN8NsEFOReiSbc41KahYa4fF2tDYytZaVUWfoZeO0M4szUwBmf4KIwTwEVIs1htEGySgwK6kdrlycN2TB_V_UGtxOky548ctiBj4gy5LoBjkIwTsJ--RgMn07PWxNANwMNUK99k-ZjAu8-ZvurVGJ2t5n1yz6zdfZD9nt2EDLO-S2dV7oxDDxLunJ6h65ubDhGfeJRkLSLSGpIyStNXWEpJaQVCtqCEkNaFRc0ZaQ2AiEbFsMIWlDSNoS8gE5Pny3nM09W9HDK6I0rr1YMRmmWE0ebXXOFEsC6WdKSVaU4FkUkvM4UGEQS19yVTIlwKRUMuAcHNuERw9Jv9KVfExoUojMVyKCAYXH8bjkKpEoFZWA9VX6qhiQYftA88LK3WPVlW85uL2IRA5I5IhEDkgMyGvX-8LIvPyl38sWmxzGYdxc45XUm8s8yIIULL0oYgPyyGDlrtSCPCDJDoquA2q877ZUq7NG690y7cm1v_mU3Nq-kc9Iv15v5HOwo2vxwrL2F2k4zCM
linkProvider EBSCOhost
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=BCL2+Regulation+according+to+Molecular+Subtype+of+Breast+Cancer+by+Analysis+of+The+Cancer+Genome+Atlas+Database&rft.jtitle=Cancer+research+and+treatment&rft.au=Hwang%2C+Ki-Tae&rft.au=Kim%2C+Kwangsoo&rft.au=Chang%2C+Ji+Hyun&rft.au=Oh%2C+Sohee&rft.date=2018-07-01&rft.pub=Korean+Cancer+Association&rft.issn=1598-2998&rft.eissn=2005-9256&rft.volume=50&rft.issue=3&rft.spage=658&rft.epage=669&rft_id=info:doi/10.4143%2Fcrt.2017.134&rft_id=info%3Apmid%2F28701032&rft.externalDocID=PMC6056973
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1598-2998&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1598-2998&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1598-2998&client=summon