Gene expression profiles from formalin fixed paraffin embedded breast cancer tissue are largely comparable to fresh frozen matched tissue
Formalin Fixed Paraffin Embedded (FFPE) samples represent a valuable resource for cancer research. However, the discovery and development of new cancer biomarkers often requires fresh frozen (FF) samples. Recently, the Whole Genome (WG) DASL (cDNA-mediated Annealing, Selection, extension and Ligatio...
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description | Formalin Fixed Paraffin Embedded (FFPE) samples represent a valuable resource for cancer research. However, the discovery and development of new cancer biomarkers often requires fresh frozen (FF) samples. Recently, the Whole Genome (WG) DASL (cDNA-mediated Annealing, Selection, extension and Ligation) assay was specifically developed to profile FFPE tissue. However, a thorough comparison of data generated from FFPE RNA and Fresh Frozen (FF) RNA using this platform is lacking. To this end we profiled, in duplicate, 20 FFPE tissues and 20 matched FF tissues and evaluated the concordance of the DASL results from FFPE and matched FF material.
We show that after proper normalization, all FFPE and FF pairs exhibit a high level of similarity (Pearson correlation >0.7), significantly larger than the similarity between non-paired samples. Interestingly, the probes showing the highest correlation had a higher percentage G/C content and were enriched for cell cycle genes. Predictions of gene expression signatures developed on frozen material (Intrinsic subtype, Genomic Grade Index, 70 gene signature) showed a high level of concordance between FFPE and FF matched pairs. Interestingly, predictions based on a 60 gene DASL list (best match with the 70 gene signature) showed very high concordance with the MammaPrint® results.
We demonstrate that data generated from FFPE material with the DASL assay, if properly processed, are comparable to data extracted from the FF counterpart. Specifically, gene expression profiles for a known set of prognostic genes for a specific disease are highly comparable between two conditions. This opens up the possibility of using both FFPE and FF material in gene expressions analyses, leading to a vast increase in the potential resources available for cancer research. |
doi_str_mv | 10.1371/journal.pone.0017163 |
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We show that after proper normalization, all FFPE and FF pairs exhibit a high level of similarity (Pearson correlation >0.7), significantly larger than the similarity between non-paired samples. Interestingly, the probes showing the highest correlation had a higher percentage G/C content and were enriched for cell cycle genes. Predictions of gene expression signatures developed on frozen material (Intrinsic subtype, Genomic Grade Index, 70 gene signature) showed a high level of concordance between FFPE and FF matched pairs. Interestingly, predictions based on a 60 gene DASL list (best match with the 70 gene signature) showed very high concordance with the MammaPrint® results.
We demonstrate that data generated from FFPE material with the DASL assay, if properly processed, are comparable to data extracted from the FF counterpart. Specifically, gene expression profiles for a known set of prognostic genes for a specific disease are highly comparable between two conditions. This opens up the possibility of using both FFPE and FF material in gene expressions analyses, leading to a vast increase in the potential resources available for cancer research.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0017163</identifier><identifier>PMID: 21347257</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Analysis ; Annealing ; Biology ; Biomarkers ; Breast cancer ; Breast Neoplasms - genetics ; Breast Neoplasms - pathology ; Cancer ; Cancer genetics ; Cell cycle ; Chemotherapy ; Correlation ; Cryopreservation - methods ; Development and progression ; Diagnostic tests ; DNA probes ; DNA, Complementary - genetics ; Female ; Formaldehyde ; Formaldehyde - metabolism ; Gene expression ; Gene Expression Profiling - methods ; Genes ; Genetic research ; Genomes ; Genomics ; Humans ; Level (quantity) ; Levels ; Mathematics ; Medical prognosis ; Medical research ; Medicine ; Molecular biology ; Nucleic Acid Hybridization ; Oligonucleotide Array Sequence Analysis ; Oncology ; Paraffin ; Paraffin Embedding - methods ; Quality ; Quality Control ; Reproducibility of Results ; Ribonucleic acid ; RNA ; RNA, Messenger - genetics ; Science Policy ; Signatures ; Similarity ; Statistical methods ; Tissue Fixation - methods ; Tissues</subject><ispartof>PloS one, 2011-02, Vol.6 (2), p.e17163-e17163</ispartof><rights>COPYRIGHT 2011 Public Library of Science</rights><rights>2011 Mittempergher 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>Mittempergher et al. 2011</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c757t-d29cb89eefce250285a3063c855616727f058c1b95fe2b427c5954e48e1cd8333</citedby><cites>FETCH-LOGICAL-c757t-d29cb89eefce250285a3063c855616727f058c1b95fe2b427c5954e48e1cd8333</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/PMC3037966/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3037966/$$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/21347257$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Agarwal, Sudha</contributor><creatorcontrib>Mittempergher, Lorenza</creatorcontrib><creatorcontrib>de Ronde, Jorma J</creatorcontrib><creatorcontrib>Nieuwland, Marja</creatorcontrib><creatorcontrib>Kerkhoven, Ron M</creatorcontrib><creatorcontrib>Simon, Iris</creatorcontrib><creatorcontrib>Rutgers, Emiel J Th</creatorcontrib><creatorcontrib>Wessels, Lodewyk F A</creatorcontrib><creatorcontrib>Van't Veer, Laura J</creatorcontrib><title>Gene expression profiles from formalin fixed paraffin embedded breast cancer tissue are largely comparable to fresh frozen matched tissue</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Formalin Fixed Paraffin Embedded (FFPE) samples represent a valuable resource for cancer research. However, the discovery and development of new cancer biomarkers often requires fresh frozen (FF) samples. Recently, the Whole Genome (WG) DASL (cDNA-mediated Annealing, Selection, extension and Ligation) assay was specifically developed to profile FFPE tissue. However, a thorough comparison of data generated from FFPE RNA and Fresh Frozen (FF) RNA using this platform is lacking. To this end we profiled, in duplicate, 20 FFPE tissues and 20 matched FF tissues and evaluated the concordance of the DASL results from FFPE and matched FF material.
We show that after proper normalization, all FFPE and FF pairs exhibit a high level of similarity (Pearson correlation >0.7), significantly larger than the similarity between non-paired samples. Interestingly, the probes showing the highest correlation had a higher percentage G/C content and were enriched for cell cycle genes. Predictions of gene expression signatures developed on frozen material (Intrinsic subtype, Genomic Grade Index, 70 gene signature) showed a high level of concordance between FFPE and FF matched pairs. Interestingly, predictions based on a 60 gene DASL list (best match with the 70 gene signature) showed very high concordance with the MammaPrint® results.
We demonstrate that data generated from FFPE material with the DASL assay, if properly processed, are comparable to data extracted from the FF counterpart. Specifically, gene expression profiles for a known set of prognostic genes for a specific disease are highly comparable between two conditions. This opens up the possibility of using both FFPE and FF material in gene expressions analyses, leading to a vast increase in the potential resources available for cancer research.</description><subject>Analysis</subject><subject>Annealing</subject><subject>Biology</subject><subject>Biomarkers</subject><subject>Breast cancer</subject><subject>Breast Neoplasms - genetics</subject><subject>Breast Neoplasms - pathology</subject><subject>Cancer</subject><subject>Cancer genetics</subject><subject>Cell cycle</subject><subject>Chemotherapy</subject><subject>Correlation</subject><subject>Cryopreservation - methods</subject><subject>Development and progression</subject><subject>Diagnostic tests</subject><subject>DNA probes</subject><subject>DNA, Complementary - genetics</subject><subject>Female</subject><subject>Formaldehyde</subject><subject>Formaldehyde - metabolism</subject><subject>Gene expression</subject><subject>Gene Expression Profiling - methods</subject><subject>Genes</subject><subject>Genetic research</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Humans</subject><subject>Level (quantity)</subject><subject>Levels</subject><subject>Mathematics</subject><subject>Medical prognosis</subject><subject>Medical research</subject><subject>Medicine</subject><subject>Molecular biology</subject><subject>Nucleic Acid Hybridization</subject><subject>Oligonucleotide Array Sequence Analysis</subject><subject>Oncology</subject><subject>Paraffin</subject><subject>Paraffin Embedding - methods</subject><subject>Quality</subject><subject>Quality Control</subject><subject>Reproducibility of Results</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>RNA, Messenger - genetics</subject><subject>Science Policy</subject><subject>Signatures</subject><subject>Similarity</subject><subject>Statistical methods</subject><subject>Tissue Fixation - methods</subject><subject>Tissues</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNqNk12L1DAUhoso7rr6D0QDguLFjPlo0vZGWBZdBxYW_LoNaXoykyFtxqSVWf-B_9rU6S5T2QvpRdv0eZ-0p-dk2XOCl4QV5N3WD6FTbrnzHSwxJgUR7EF2SipGF4Ji9vDo-iR7EuMWY85KIR5nJ5SwvKC8OM1-X0IHCPa7ADFa36Fd8MY6iMgE3yLjQ6uc7ZCxe2jQTgVlTLqFtoamSSt1ABV7pFWnIaDexjgAUgGQU2EN7gZp346p2gHqfZJC3IzqX9ChVvV6kxyH1NPskVEuwrPpfJZ9-_jh68WnxdX15eri_GqhC170i4ZWui4rAKOBckxLrhgWTJecCyIKWhjMS03qihugdU4LzSueQ14C0U3JGDvLXh68O-ejnKoYJaEVJWXy5YlYHYjGq63cBduqcCO9svLvgg9rqUJvtQNJGlM3KscNV5A3pVaFIERwVWEDmlWQXO-n3Ya6hUZD1wflZtL5k85u5Nr_lAyzohIiCd5MguB_DBB72dqowTnVgR-iLDmrqhzjkXz1D3n_x03UWqX3t53xaVs9OuV5XogKc8F4opb3UOlooLU6ddzYI_PA21kgMT3s-7UaYpSrL5__n73-PmdfH7EbUK7fRO-GPvVqnIP5AdTBxxjA3NWYYDkOzG015DgwchqYFHtx_H_uQrcTwv4A3gETGQ</recordid><startdate>20110211</startdate><enddate>20110211</enddate><creator>Mittempergher, Lorenza</creator><creator>de Ronde, Jorma J</creator><creator>Nieuwland, Marja</creator><creator>Kerkhoven, Ron M</creator><creator>Simon, Iris</creator><creator>Rutgers, Emiel J Th</creator><creator>Wessels, Lodewyk F A</creator><creator>Van't Veer, Laura J</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>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20110211</creationdate><title>Gene expression profiles from formalin fixed paraffin embedded breast cancer tissue are largely comparable to fresh frozen matched tissue</title><author>Mittempergher, Lorenza ; de Ronde, Jorma J ; Nieuwland, Marja ; Kerkhoven, Ron M ; Simon, Iris ; Rutgers, Emiel J Th ; Wessels, Lodewyk F A ; Van't Veer, Laura J</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c757t-d29cb89eefce250285a3063c855616727f058c1b95fe2b427c5954e48e1cd8333</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Analysis</topic><topic>Annealing</topic><topic>Biology</topic><topic>Biomarkers</topic><topic>Breast cancer</topic><topic>Breast Neoplasms - genetics</topic><topic>Breast Neoplasms - pathology</topic><topic>Cancer</topic><topic>Cancer genetics</topic><topic>Cell cycle</topic><topic>Chemotherapy</topic><topic>Correlation</topic><topic>Cryopreservation - methods</topic><topic>Development and progression</topic><topic>Diagnostic tests</topic><topic>DNA probes</topic><topic>DNA, Complementary - genetics</topic><topic>Female</topic><topic>Formaldehyde</topic><topic>Formaldehyde - metabolism</topic><topic>Gene expression</topic><topic>Gene Expression Profiling - methods</topic><topic>Genes</topic><topic>Genetic research</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Humans</topic><topic>Level (quantity)</topic><topic>Levels</topic><topic>Mathematics</topic><topic>Medical prognosis</topic><topic>Medical research</topic><topic>Medicine</topic><topic>Molecular biology</topic><topic>Nucleic Acid Hybridization</topic><topic>Oligonucleotide Array Sequence Analysis</topic><topic>Oncology</topic><topic>Paraffin</topic><topic>Paraffin Embedding - 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However, the discovery and development of new cancer biomarkers often requires fresh frozen (FF) samples. Recently, the Whole Genome (WG) DASL (cDNA-mediated Annealing, Selection, extension and Ligation) assay was specifically developed to profile FFPE tissue. However, a thorough comparison of data generated from FFPE RNA and Fresh Frozen (FF) RNA using this platform is lacking. To this end we profiled, in duplicate, 20 FFPE tissues and 20 matched FF tissues and evaluated the concordance of the DASL results from FFPE and matched FF material.
We show that after proper normalization, all FFPE and FF pairs exhibit a high level of similarity (Pearson correlation >0.7), significantly larger than the similarity between non-paired samples. Interestingly, the probes showing the highest correlation had a higher percentage G/C content and were enriched for cell cycle genes. Predictions of gene expression signatures developed on frozen material (Intrinsic subtype, Genomic Grade Index, 70 gene signature) showed a high level of concordance between FFPE and FF matched pairs. Interestingly, predictions based on a 60 gene DASL list (best match with the 70 gene signature) showed very high concordance with the MammaPrint® results.
We demonstrate that data generated from FFPE material with the DASL assay, if properly processed, are comparable to data extracted from the FF counterpart. Specifically, gene expression profiles for a known set of prognostic genes for a specific disease are highly comparable between two conditions. This opens up the possibility of using both FFPE and FF material in gene expressions analyses, leading to a vast increase in the potential resources available for cancer research.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>21347257</pmid><doi>10.1371/journal.pone.0017163</doi><tpages>e17163</tpages><oa>free_for_read</oa></addata></record> |
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source | MEDLINE; DOAJ Directory of Open Access Journals; EZB-FREE-00999 freely available EZB journals; PubMed Central; Free Full-Text Journals in Chemistry; Public Library of Science (PLoS) |
subjects | Analysis Annealing Biology Biomarkers Breast cancer Breast Neoplasms - genetics Breast Neoplasms - pathology Cancer Cancer genetics Cell cycle Chemotherapy Correlation Cryopreservation - methods Development and progression Diagnostic tests DNA probes DNA, Complementary - genetics Female Formaldehyde Formaldehyde - metabolism Gene expression Gene Expression Profiling - methods Genes Genetic research Genomes Genomics Humans Level (quantity) Levels Mathematics Medical prognosis Medical research Medicine Molecular biology Nucleic Acid Hybridization Oligonucleotide Array Sequence Analysis Oncology Paraffin Paraffin Embedding - methods Quality Quality Control Reproducibility of Results Ribonucleic acid RNA RNA, Messenger - genetics Science Policy Signatures Similarity Statistical methods Tissue Fixation - methods Tissues |
title | Gene expression profiles from formalin fixed paraffin embedded breast cancer tissue are largely comparable to fresh frozen matched tissue |
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