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Selecting housekeeping genes as references for the normalization of quantitative PCR data in breast cancer
Objective The common reference genes of choice in relative gene expression studies based on quantitative real time polymerase chain reaction, ACTB and B2M , were shown to be regulated differently in respect to tissue type. In this study, the stability of the selected housekeeping genes for normalizi...
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Published in: | Clinical & translational oncology 2014-02, Vol.16 (2), p.184-190 |
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creator | Kılıç, Y. Çelebiler, A. Ç. Sakızlı, M. |
description | Objective
The common reference genes of choice in relative gene expression studies based on quantitative real time polymerase chain reaction,
ACTB
and
B2M
, were shown to be regulated differently in respect to tissue type. In this study, the stability of the selected housekeeping genes for normalizing the qPCR data were identified in the tumor and its adjacent tissues in invasive breast cancer, and the variability of their levels according to the stages and the histopathologic subtypes was analyzed.
Methods
Four housekeeping genes:
PUM1
,
RPL13A
,
B2M
, and
ACTB
were analyzed in 99 surgically excised tissue specimens (50 tumor, 45 tumor adjacent and 4 normal breast tissues). Three of the most common softwares (GeNorm, NormFinder, and BestKeeper) were used for calculation purposes.
Results
When all of the tissue samples were included in analyses,
PUM1
was the most stable gene according to calculations made with both NormFinder and BestKeeper; while
PUM1
/
RPL13A
combination was the most stable by GeNorm software. The
PUM1
gene was also identified as the most stable gene among the four in all sample groups (in both Estrogen Receptor positive and Estrogen Receptor negative subgroups of invasive breast carcinoma and in normal breast tissue) according to calculations made using the NormFinder software.
Conclusion
While suggesting
PUM1
is one of the most stable single gene and the
PUM1
/
RPL13A
pair as one of the best housekeeping genes for the normalization of expression studies in invasive breast tumor studies, it will be more practical to evaluate stability once more and decide upon the reference gene accordingly within the sample group itself. |
doi_str_mv | 10.1007/s12094-013-1058-5 |
format | article |
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The common reference genes of choice in relative gene expression studies based on quantitative real time polymerase chain reaction,
ACTB
and
B2M
, were shown to be regulated differently in respect to tissue type. In this study, the stability of the selected housekeeping genes for normalizing the qPCR data were identified in the tumor and its adjacent tissues in invasive breast cancer, and the variability of their levels according to the stages and the histopathologic subtypes was analyzed.
Methods
Four housekeeping genes:
PUM1
,
RPL13A
,
B2M
, and
ACTB
were analyzed in 99 surgically excised tissue specimens (50 tumor, 45 tumor adjacent and 4 normal breast tissues). Three of the most common softwares (GeNorm, NormFinder, and BestKeeper) were used for calculation purposes.
Results
When all of the tissue samples were included in analyses,
PUM1
was the most stable gene according to calculations made with both NormFinder and BestKeeper; while
PUM1
/
RPL13A
combination was the most stable by GeNorm software. The
PUM1
gene was also identified as the most stable gene among the four in all sample groups (in both Estrogen Receptor positive and Estrogen Receptor negative subgroups of invasive breast carcinoma and in normal breast tissue) according to calculations made using the NormFinder software.
Conclusion
While suggesting
PUM1
is one of the most stable single gene and the
PUM1
/
RPL13A
pair as one of the best housekeeping genes for the normalization of expression studies in invasive breast tumor studies, it will be more practical to evaluate stability once more and decide upon the reference gene accordingly within the sample group itself.</description><identifier>ISSN: 1699-048X</identifier><identifier>EISSN: 1699-3055</identifier><identifier>DOI: 10.1007/s12094-013-1058-5</identifier><identifier>PMID: 23720140</identifier><language>eng</language><publisher>Milan: Springer Milan</publisher><subject>Actins - genetics ; beta 2-Microglobulin - genetics ; Breast Neoplasms - epidemiology ; Breast Neoplasms - genetics ; Female ; Gene Expression Profiling - methods ; Gene Expression Profiling - standards ; Gene Expression Regulation, Neoplastic ; Genes, Essential ; Humans ; Medicine ; Medicine & Public Health ; Oncology ; Reference Standards ; Research Article ; Reverse Transcriptase Polymerase Chain Reaction - standards ; Ribosomal Proteins - genetics ; RNA Stability ; RNA-Binding Proteins - genetics</subject><ispartof>Clinical & translational oncology, 2014-02, Vol.16 (2), p.184-190</ispartof><rights>Federación de Sociedades Españolas de Oncología (FESEO) 2013</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c344t-b9a6118a88fdbc5d8920e5145f4252e07bfd27da81cb778c1b6837ce3ce6e8b93</citedby><cites>FETCH-LOGICAL-c344t-b9a6118a88fdbc5d8920e5145f4252e07bfd27da81cb778c1b6837ce3ce6e8b93</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23720140$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kılıç, Y.</creatorcontrib><creatorcontrib>Çelebiler, A. Ç.</creatorcontrib><creatorcontrib>Sakızlı, M.</creatorcontrib><title>Selecting housekeeping genes as references for the normalization of quantitative PCR data in breast cancer</title><title>Clinical & translational oncology</title><addtitle>Clin Transl Oncol</addtitle><addtitle>Clin Transl Oncol</addtitle><description>Objective
The common reference genes of choice in relative gene expression studies based on quantitative real time polymerase chain reaction,
ACTB
and
B2M
, were shown to be regulated differently in respect to tissue type. In this study, the stability of the selected housekeeping genes for normalizing the qPCR data were identified in the tumor and its adjacent tissues in invasive breast cancer, and the variability of their levels according to the stages and the histopathologic subtypes was analyzed.
Methods
Four housekeeping genes:
PUM1
,
RPL13A
,
B2M
, and
ACTB
were analyzed in 99 surgically excised tissue specimens (50 tumor, 45 tumor adjacent and 4 normal breast tissues). Three of the most common softwares (GeNorm, NormFinder, and BestKeeper) were used for calculation purposes.
Results
When all of the tissue samples were included in analyses,
PUM1
was the most stable gene according to calculations made with both NormFinder and BestKeeper; while
PUM1
/
RPL13A
combination was the most stable by GeNorm software. The
PUM1
gene was also identified as the most stable gene among the four in all sample groups (in both Estrogen Receptor positive and Estrogen Receptor negative subgroups of invasive breast carcinoma and in normal breast tissue) according to calculations made using the NormFinder software.
Conclusion
While suggesting
PUM1
is one of the most stable single gene and the
PUM1
/
RPL13A
pair as one of the best housekeeping genes for the normalization of expression studies in invasive breast tumor studies, it will be more practical to evaluate stability once more and decide upon the reference gene accordingly within the sample group itself.</description><subject>Actins - genetics</subject><subject>beta 2-Microglobulin - genetics</subject><subject>Breast Neoplasms - epidemiology</subject><subject>Breast Neoplasms - genetics</subject><subject>Female</subject><subject>Gene Expression Profiling - methods</subject><subject>Gene Expression Profiling - standards</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Genes, Essential</subject><subject>Humans</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Oncology</subject><subject>Reference Standards</subject><subject>Research Article</subject><subject>Reverse Transcriptase Polymerase Chain Reaction - standards</subject><subject>Ribosomal Proteins - genetics</subject><subject>RNA Stability</subject><subject>RNA-Binding Proteins - genetics</subject><issn>1699-048X</issn><issn>1699-3055</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNp9UMtOwzAQtBCIQuEDuCAfuQT8iBPniCpeUiUQD4mb5TibNiV1WttBgq_HUQpHTrtjz4x2BqEzSi4pIfmVp4wUaUIoTygRMhF76IhmRZFwIsT-biepfJ-gY-9XJL5mlB6iCeM5IzQlR2j1Ai2Y0NgFXna9hw-AzQAWYMFj7bGDGhxYE1HdORyWgG3n1rptvnVoOou7Gm97bUMTIv4E_DR7xpUOGjcWlw60D9joqHcn6KDWrYfT3Zyit9ub19l9Mn-8e5hdzxPD0zQkZaHjkVJLWVelEZUsGAFBU1GnTDAgeVlXLK-0pKbMc2lomUmeG-AGMpBlwafoYvTduG7bgw9q3XgDbastxIiKpgXPi0wSEal0pBrXeR-jqo1r1tp9KUrUULEaK1axYjVUrAbN-c6-L9dQ_Sl-O40ENhJ8_LILcGrV9c7GyP-4_gBViYg3</recordid><startdate>20140201</startdate><enddate>20140201</enddate><creator>Kılıç, Y.</creator><creator>Çelebiler, A. Ç.</creator><creator>Sakızlı, M.</creator><general>Springer Milan</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>7X8</scope></search><sort><creationdate>20140201</creationdate><title>Selecting housekeeping genes as references for the normalization of quantitative PCR data in breast cancer</title><author>Kılıç, Y. ; Çelebiler, A. Ç. ; Sakızlı, M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c344t-b9a6118a88fdbc5d8920e5145f4252e07bfd27da81cb778c1b6837ce3ce6e8b93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Actins - genetics</topic><topic>beta 2-Microglobulin - genetics</topic><topic>Breast Neoplasms - epidemiology</topic><topic>Breast Neoplasms - genetics</topic><topic>Female</topic><topic>Gene Expression Profiling - methods</topic><topic>Gene Expression Profiling - standards</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Genes, Essential</topic><topic>Humans</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Oncology</topic><topic>Reference Standards</topic><topic>Research Article</topic><topic>Reverse Transcriptase Polymerase Chain Reaction - standards</topic><topic>Ribosomal Proteins - genetics</topic><topic>RNA Stability</topic><topic>RNA-Binding Proteins - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kılıç, Y.</creatorcontrib><creatorcontrib>Çelebiler, A. Ç.</creatorcontrib><creatorcontrib>Sakızlı, M.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Clinical & translational oncology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kılıç, Y.</au><au>Çelebiler, A. Ç.</au><au>Sakızlı, M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Selecting housekeeping genes as references for the normalization of quantitative PCR data in breast cancer</atitle><jtitle>Clinical & translational oncology</jtitle><stitle>Clin Transl Oncol</stitle><addtitle>Clin Transl Oncol</addtitle><date>2014-02-01</date><risdate>2014</risdate><volume>16</volume><issue>2</issue><spage>184</spage><epage>190</epage><pages>184-190</pages><issn>1699-048X</issn><eissn>1699-3055</eissn><abstract>Objective
The common reference genes of choice in relative gene expression studies based on quantitative real time polymerase chain reaction,
ACTB
and
B2M
, were shown to be regulated differently in respect to tissue type. In this study, the stability of the selected housekeeping genes for normalizing the qPCR data were identified in the tumor and its adjacent tissues in invasive breast cancer, and the variability of their levels according to the stages and the histopathologic subtypes was analyzed.
Methods
Four housekeeping genes:
PUM1
,
RPL13A
,
B2M
, and
ACTB
were analyzed in 99 surgically excised tissue specimens (50 tumor, 45 tumor adjacent and 4 normal breast tissues). Three of the most common softwares (GeNorm, NormFinder, and BestKeeper) were used for calculation purposes.
Results
When all of the tissue samples were included in analyses,
PUM1
was the most stable gene according to calculations made with both NormFinder and BestKeeper; while
PUM1
/
RPL13A
combination was the most stable by GeNorm software. The
PUM1
gene was also identified as the most stable gene among the four in all sample groups (in both Estrogen Receptor positive and Estrogen Receptor negative subgroups of invasive breast carcinoma and in normal breast tissue) according to calculations made using the NormFinder software.
Conclusion
While suggesting
PUM1
is one of the most stable single gene and the
PUM1
/
RPL13A
pair as one of the best housekeeping genes for the normalization of expression studies in invasive breast tumor studies, it will be more practical to evaluate stability once more and decide upon the reference gene accordingly within the sample group itself.</abstract><cop>Milan</cop><pub>Springer Milan</pub><pmid>23720140</pmid><doi>10.1007/s12094-013-1058-5</doi><tpages>7</tpages></addata></record> |
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subjects | Actins - genetics beta 2-Microglobulin - genetics Breast Neoplasms - epidemiology Breast Neoplasms - genetics Female Gene Expression Profiling - methods Gene Expression Profiling - standards Gene Expression Regulation, Neoplastic Genes, Essential Humans Medicine Medicine & Public Health Oncology Reference Standards Research Article Reverse Transcriptase Polymerase Chain Reaction - standards Ribosomal Proteins - genetics RNA Stability RNA-Binding Proteins - genetics |
title | Selecting housekeeping genes as references for the normalization of quantitative PCR data in breast cancer |
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