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Molecular differential diagnosis of follicular thyroid carcinoma and adenoma based on gene expression profiling by using formalin-fixed paraffin-embedded tissues
Differential diagnosis between malignant follicular thyroid cancer (FTC) and benign follicular thyroid adenoma (FTA) is a great challenge for even an experienced pathologist and requires special effort. Molecular markers may potentially support a differential diagnosis between FTC and FTA in postope...
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Published in: | BMC medical genomics 2013-10, Vol.6 (1), p.38-38, Article 38 |
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creator | Pfeifer, Aleksandra Wojtas, Bartosz Oczko-Wojciechowska, Malgorzata Kukulska, Aleksandra Czarniecka, Agnieszka Eszlinger, Markus Musholt, Thomas Stokowy, Tomasz Swierniak, Michal Stobiecka, Ewa Rusinek, Dagmara Tyszkiewicz, Tomasz Kowal, Monika Jarzab, Michal Hauptmann, Steffen Lange, Dariusz Paschke, Ralf Jarzab, Barbara |
description | Differential diagnosis between malignant follicular thyroid cancer (FTC) and benign follicular thyroid adenoma (FTA) is a great challenge for even an experienced pathologist and requires special effort. Molecular markers may potentially support a differential diagnosis between FTC and FTA in postoperative specimens. The purpose of this study was to derive molecular support for differential post-operative diagnosis, in the form of a simple multigene mRNA-based classifier that would differentiate between FTC and FTA tissue samples.
A molecular classifier was created based on a combined analysis of two microarray datasets (using 66 thyroid samples). The performance of the classifier was assessed using an independent dataset comprising 71 formalin-fixed paraffin-embedded (FFPE) samples (31 FTC and 40 FTA), which were analysed by quantitative real-time PCR (qPCR). In addition, three other microarray datasets (62 samples) were used to confirm the utility of the classifier.
Five of 8 genes selected from training datasets (ELMO1, EMCN, ITIH5, KCNAB1, SLCO2A1) were amplified by qPCR in FFPE material from an independent sample set. Three other genes did not amplify in FFPE material, probably due to low abundance. All 5 analysed genes were downregulated in FTC compared to FTA. The sensitivity and specificity of the 5-gene classifier tested on the FFPE dataset were 71% and 72%, respectively.
The proposed approach could support histopathological examination: 5-gene classifier may aid in molecular discrimination between FTC and FTA in FFPE material. |
doi_str_mv | 10.1186/1755-8794-6-38 |
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A molecular classifier was created based on a combined analysis of two microarray datasets (using 66 thyroid samples). The performance of the classifier was assessed using an independent dataset comprising 71 formalin-fixed paraffin-embedded (FFPE) samples (31 FTC and 40 FTA), which were analysed by quantitative real-time PCR (qPCR). In addition, three other microarray datasets (62 samples) were used to confirm the utility of the classifier.
Five of 8 genes selected from training datasets (ELMO1, EMCN, ITIH5, KCNAB1, SLCO2A1) were amplified by qPCR in FFPE material from an independent sample set. Three other genes did not amplify in FFPE material, probably due to low abundance. All 5 analysed genes were downregulated in FTC compared to FTA. The sensitivity and specificity of the 5-gene classifier tested on the FFPE dataset were 71% and 72%, respectively.
The proposed approach could support histopathological examination: 5-gene classifier may aid in molecular discrimination between FTC and FTA in FFPE material.</description><identifier>ISSN: 1755-8794</identifier><identifier>EISSN: 1755-8794</identifier><identifier>DOI: 10.1186/1755-8794-6-38</identifier><identifier>PMID: 24099521</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Adenocarcinoma, Follicular - diagnosis ; Adenocarcinoma, Follicular - genetics ; Adenocarcinoma, Follicular - pathology ; Adenocarcinoma, Follicular - surgery ; Adenoma ; Aged ; Diagnosis ; Diagnosis, Differential ; Formaldehyde ; Gene expression ; Gene Expression Profiling ; Genes ; Genetic aspects ; Humans ; Middle Aged ; Molecular diagnostic techniques ; Molecular Diagnostic Techniques - methods ; Oligonucleotide Array Sequence Analysis ; Paraffin Embedding ; Postoperative Period ; Thyroid cancer ; Thyroid Neoplasms - diagnosis ; Thyroid Neoplasms - genetics ; Thyroid Neoplasms - pathology ; Thyroid Neoplasms - surgery ; Tissue Fixation</subject><ispartof>BMC medical genomics, 2013-10, Vol.6 (1), p.38-38, Article 38</ispartof><rights>COPYRIGHT 2013 BioMed Central Ltd.</rights><rights>2013 Pfeifer et al.; licensee BioMed Central Ltd. This is an open access article distributed under the terms of the Creative Commons Attribution License ( http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</rights><rights>Copyright © 2013 Pfeifer et al.; licensee BioMed Central Ltd. 2013 Pfeifer et al.; licensee BioMed Central Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-b676t-408cdac0a8b66fd414bd478b00956e72613e1bb37bea5662fba10b189e30d7e63</citedby><cites>FETCH-LOGICAL-b676t-408cdac0a8b66fd414bd478b00956e72613e1bb37bea5662fba10b189e30d7e63</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/PMC3852913/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1443911941?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25732,27903,27904,36991,36992,44569,53769,53771</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24099521$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Pfeifer, Aleksandra</creatorcontrib><creatorcontrib>Wojtas, Bartosz</creatorcontrib><creatorcontrib>Oczko-Wojciechowska, Malgorzata</creatorcontrib><creatorcontrib>Kukulska, Aleksandra</creatorcontrib><creatorcontrib>Czarniecka, Agnieszka</creatorcontrib><creatorcontrib>Eszlinger, Markus</creatorcontrib><creatorcontrib>Musholt, Thomas</creatorcontrib><creatorcontrib>Stokowy, Tomasz</creatorcontrib><creatorcontrib>Swierniak, Michal</creatorcontrib><creatorcontrib>Stobiecka, Ewa</creatorcontrib><creatorcontrib>Rusinek, Dagmara</creatorcontrib><creatorcontrib>Tyszkiewicz, Tomasz</creatorcontrib><creatorcontrib>Kowal, Monika</creatorcontrib><creatorcontrib>Jarzab, Michal</creatorcontrib><creatorcontrib>Hauptmann, Steffen</creatorcontrib><creatorcontrib>Lange, Dariusz</creatorcontrib><creatorcontrib>Paschke, Ralf</creatorcontrib><creatorcontrib>Jarzab, Barbara</creatorcontrib><title>Molecular differential diagnosis of follicular thyroid carcinoma and adenoma based on gene expression profiling by using formalin-fixed paraffin-embedded tissues</title><title>BMC medical genomics</title><addtitle>BMC Med Genomics</addtitle><description>Differential diagnosis between malignant follicular thyroid cancer (FTC) and benign follicular thyroid adenoma (FTA) is a great challenge for even an experienced pathologist and requires special effort. Molecular markers may potentially support a differential diagnosis between FTC and FTA in postoperative specimens. The purpose of this study was to derive molecular support for differential post-operative diagnosis, in the form of a simple multigene mRNA-based classifier that would differentiate between FTC and FTA tissue samples.
A molecular classifier was created based on a combined analysis of two microarray datasets (using 66 thyroid samples). The performance of the classifier was assessed using an independent dataset comprising 71 formalin-fixed paraffin-embedded (FFPE) samples (31 FTC and 40 FTA), which were analysed by quantitative real-time PCR (qPCR). In addition, three other microarray datasets (62 samples) were used to confirm the utility of the classifier.
Five of 8 genes selected from training datasets (ELMO1, EMCN, ITIH5, KCNAB1, SLCO2A1) were amplified by qPCR in FFPE material from an independent sample set. Three other genes did not amplify in FFPE material, probably due to low abundance. All 5 analysed genes were downregulated in FTC compared to FTA. The sensitivity and specificity of the 5-gene classifier tested on the FFPE dataset were 71% and 72%, respectively.
The proposed approach could support histopathological examination: 5-gene classifier may aid in molecular discrimination between FTC and FTA in FFPE material.</description><subject>Adenocarcinoma, Follicular - diagnosis</subject><subject>Adenocarcinoma, Follicular - genetics</subject><subject>Adenocarcinoma, Follicular - pathology</subject><subject>Adenocarcinoma, Follicular - surgery</subject><subject>Adenoma</subject><subject>Aged</subject><subject>Diagnosis</subject><subject>Diagnosis, Differential</subject><subject>Formaldehyde</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Genes</subject><subject>Genetic aspects</subject><subject>Humans</subject><subject>Middle Aged</subject><subject>Molecular diagnostic techniques</subject><subject>Molecular Diagnostic Techniques - methods</subject><subject>Oligonucleotide Array Sequence Analysis</subject><subject>Paraffin Embedding</subject><subject>Postoperative Period</subject><subject>Thyroid cancer</subject><subject>Thyroid Neoplasms - diagnosis</subject><subject>Thyroid Neoplasms - genetics</subject><subject>Thyroid Neoplasms - pathology</subject><subject>Thyroid Neoplasms - surgery</subject><subject>Tissue Fixation</subject><issn>1755-8794</issn><issn>1755-8794</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNqNkk1v1DAQhiMEoqVw5YgscYFDip3YTnJBWlV8VCpC4uNs-WOcukrsxU6q3Z_DP8Vhy9KFIqEcMjN-5tV4XhfFU4JPCWn5K9IwVrZNR0te1u294nhfuH8rPioepXSFMcesIw-Lo4rirmMVOS6-fwgD6HmQERlnLUTwk5NDTmTvQ3IJBYtsGAa3g6bLbQzOIC2jdj6MEklvkDTwM1YygUHBox48INisI6Tkcr6OwbrB-R6pLZrTEtgQR5lLpXWb3LSWUVqbUxgVGJMrk0tphvS4eGDlkODJzf-k-Pr2zZez9-XFx3fnZ6uLUvGGTyXFrTZSY9kqzq2hhCpDm1Zh3DEOTcVJDUSpulEgGeeVVZJgRdoOamwa4PVJ8Xqnu57VCEbnRUQ5iHV0o4xbEaQThyfeXYo-XIu6ZVVH6iyw2gkoF_4hcHiiwygWi8RikeBZKGu8uBkihm_58pMYXdIwDNJDmJMgNBvIGG3Z_6CZahlervb8D_QqzNHnbWaK1h0hHSW_qV4OIJy3IU-pF1GxYjXlWQkvE57eQeXPwOh08JB9hsOGlwcNmZlgM_VyTkmcf_50p7iOIaUIdr89gsXy3v_e17Pbpu3xXw-8_gGiN_2v</recordid><startdate>20131007</startdate><enddate>20131007</enddate><creator>Pfeifer, Aleksandra</creator><creator>Wojtas, Bartosz</creator><creator>Oczko-Wojciechowska, Malgorzata</creator><creator>Kukulska, Aleksandra</creator><creator>Czarniecka, Agnieszka</creator><creator>Eszlinger, Markus</creator><creator>Musholt, Thomas</creator><creator>Stokowy, Tomasz</creator><creator>Swierniak, Michal</creator><creator>Stobiecka, Ewa</creator><creator>Rusinek, Dagmara</creator><creator>Tyszkiewicz, Tomasz</creator><creator>Kowal, Monika</creator><creator>Jarzab, Michal</creator><creator>Hauptmann, Steffen</creator><creator>Lange, Dariusz</creator><creator>Paschke, Ralf</creator><creator>Jarzab, Barbara</creator><general>BioMed Central Ltd</general><general>BioMed Central</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>ISR</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20131007</creationdate><title>Molecular differential diagnosis of follicular thyroid carcinoma and adenoma based on gene expression profiling by using formalin-fixed paraffin-embedded tissues</title><author>Pfeifer, Aleksandra ; Wojtas, Bartosz ; Oczko-Wojciechowska, Malgorzata ; Kukulska, Aleksandra ; Czarniecka, Agnieszka ; Eszlinger, Markus ; Musholt, Thomas ; Stokowy, Tomasz ; Swierniak, Michal ; Stobiecka, Ewa ; Rusinek, Dagmara ; Tyszkiewicz, Tomasz ; Kowal, Monika ; Jarzab, Michal ; Hauptmann, Steffen ; Lange, Dariusz ; Paschke, Ralf ; Jarzab, Barbara</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-b676t-408cdac0a8b66fd414bd478b00956e72613e1bb37bea5662fba10b189e30d7e63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Adenocarcinoma, Follicular - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>BMC medical genomics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pfeifer, Aleksandra</au><au>Wojtas, Bartosz</au><au>Oczko-Wojciechowska, Malgorzata</au><au>Kukulska, Aleksandra</au><au>Czarniecka, Agnieszka</au><au>Eszlinger, Markus</au><au>Musholt, Thomas</au><au>Stokowy, Tomasz</au><au>Swierniak, Michal</au><au>Stobiecka, Ewa</au><au>Rusinek, Dagmara</au><au>Tyszkiewicz, Tomasz</au><au>Kowal, Monika</au><au>Jarzab, Michal</au><au>Hauptmann, Steffen</au><au>Lange, Dariusz</au><au>Paschke, Ralf</au><au>Jarzab, Barbara</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Molecular differential diagnosis of follicular thyroid carcinoma and adenoma based on gene expression profiling by using formalin-fixed paraffin-embedded tissues</atitle><jtitle>BMC medical genomics</jtitle><addtitle>BMC Med Genomics</addtitle><date>2013-10-07</date><risdate>2013</risdate><volume>6</volume><issue>1</issue><spage>38</spage><epage>38</epage><pages>38-38</pages><artnum>38</artnum><issn>1755-8794</issn><eissn>1755-8794</eissn><abstract>Differential diagnosis between malignant follicular thyroid cancer (FTC) and benign follicular thyroid adenoma (FTA) is a great challenge for even an experienced pathologist and requires special effort. Molecular markers may potentially support a differential diagnosis between FTC and FTA in postoperative specimens. The purpose of this study was to derive molecular support for differential post-operative diagnosis, in the form of a simple multigene mRNA-based classifier that would differentiate between FTC and FTA tissue samples.
A molecular classifier was created based on a combined analysis of two microarray datasets (using 66 thyroid samples). The performance of the classifier was assessed using an independent dataset comprising 71 formalin-fixed paraffin-embedded (FFPE) samples (31 FTC and 40 FTA), which were analysed by quantitative real-time PCR (qPCR). In addition, three other microarray datasets (62 samples) were used to confirm the utility of the classifier.
Five of 8 genes selected from training datasets (ELMO1, EMCN, ITIH5, KCNAB1, SLCO2A1) were amplified by qPCR in FFPE material from an independent sample set. Three other genes did not amplify in FFPE material, probably due to low abundance. All 5 analysed genes were downregulated in FTC compared to FTA. The sensitivity and specificity of the 5-gene classifier tested on the FFPE dataset were 71% and 72%, respectively.
The proposed approach could support histopathological examination: 5-gene classifier may aid in molecular discrimination between FTC and FTA in FFPE material.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>24099521</pmid><doi>10.1186/1755-8794-6-38</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adenocarcinoma, Follicular - diagnosis Adenocarcinoma, Follicular - genetics Adenocarcinoma, Follicular - pathology Adenocarcinoma, Follicular - surgery Adenoma Aged Diagnosis Diagnosis, Differential Formaldehyde Gene expression Gene Expression Profiling Genes Genetic aspects Humans Middle Aged Molecular diagnostic techniques Molecular Diagnostic Techniques - methods Oligonucleotide Array Sequence Analysis Paraffin Embedding Postoperative Period Thyroid cancer Thyroid Neoplasms - diagnosis Thyroid Neoplasms - genetics Thyroid Neoplasms - pathology Thyroid Neoplasms - surgery Tissue Fixation |
title | Molecular differential diagnosis of follicular thyroid carcinoma and adenoma based on gene expression profiling by using formalin-fixed paraffin-embedded tissues |
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