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The impact of RNA extraction method on accurate RNA sequencing from formalin-fixed paraffin-embedded tissues

BACKGROUND: Utilization of RNA sequencing methods to measure gene expression from archival formalin-fixed paraffin-embedded (FFPE) tumor samples in translational research and clinical trials requires reliable interpretation of the impact of pre-analytical variables on the data obtained, particularly...

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Autores principales: Marczyk, Michal, Fu, Chunxiao, Lau, Rosanna, Du, Lili, Trevarton, Alexander J., Sinn, Bruno V., Gould, Rebekah E., Pusztai, Lajos, Hatzis, Christos, Symmans, W. Fraser
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6896723/
https://www.ncbi.nlm.nih.gov/pubmed/31805884
http://dx.doi.org/10.1186/s12885-019-6363-0
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author Marczyk, Michal
Fu, Chunxiao
Lau, Rosanna
Du, Lili
Trevarton, Alexander J.
Sinn, Bruno V.
Gould, Rebekah E.
Pusztai, Lajos
Hatzis, Christos
Symmans, W. Fraser
author_facet Marczyk, Michal
Fu, Chunxiao
Lau, Rosanna
Du, Lili
Trevarton, Alexander J.
Sinn, Bruno V.
Gould, Rebekah E.
Pusztai, Lajos
Hatzis, Christos
Symmans, W. Fraser
author_sort Marczyk, Michal
collection PubMed
description BACKGROUND: Utilization of RNA sequencing methods to measure gene expression from archival formalin-fixed paraffin-embedded (FFPE) tumor samples in translational research and clinical trials requires reliable interpretation of the impact of pre-analytical variables on the data obtained, particularly the methods used to preserve samples and to purify RNA. METHODS: Matched tissue samples from 12 breast cancers were fresh frozen (FF) and preserved in RNAlater or fixed in formalin and processed as FFPE tissue. Total RNA was extracted and purified from FF samples using the Qiagen RNeasy kit, and in duplicate from FFPE tissue sections using three different kits (Norgen, Qiagen and Roche). All RNA samples underwent whole transcriptome RNA sequencing (wtRNAseq) and targeted RNA sequencing for 31 transcripts included in a signature of sensitivity to endocrine therapy. We assessed the effect of RNA extraction kit on the reliability of gene expression levels using linear mixed-effects model analysis, concordance correlation coefficient (CCC) and differential analysis. All protein-coding genes in the wtRNAseq and three gene expression signatures for breast cancer were assessed for concordance. RESULTS: Despite variable quality of the RNA extracted from FFPE samples by different kits, all had similar concordance of overall gene expression from wtRNAseq between matched FF and FFPE samples (median CCC 0.63–0.66) and between technical replicates (median expression difference 0.13–0.22). More than half of genes were differentially expressed between FF and FFPE, but with low fold change (median |LFC| 0.31–0.34). Two out of three breast cancer signatures studied were highly robust in all samples using any kit, whereas the third signature was similarly discordant irrespective of the kit used. The targeted RNAseq assay was concordant between FFPE and FF samples using any of the kits (CCC 0.91–0.96). CONCLUSIONS: The selection of kit to purify RNA from FFPE did not influence the overall quality of results from wtRNAseq, thus variable reproducibility of gene signatures probably relates to the reliability of individual gene selected and possibly to the algorithm. Targeted RNAseq showed promising performance for clinical deployment of quantitative assays in breast cancer from FFPE samples, although numerical scores were not identical to those from wtRNAseq and would require calibration.
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spelling pubmed-68967232019-12-11 The impact of RNA extraction method on accurate RNA sequencing from formalin-fixed paraffin-embedded tissues Marczyk, Michal Fu, Chunxiao Lau, Rosanna Du, Lili Trevarton, Alexander J. Sinn, Bruno V. Gould, Rebekah E. Pusztai, Lajos Hatzis, Christos Symmans, W. Fraser BMC Cancer Research Article BACKGROUND: Utilization of RNA sequencing methods to measure gene expression from archival formalin-fixed paraffin-embedded (FFPE) tumor samples in translational research and clinical trials requires reliable interpretation of the impact of pre-analytical variables on the data obtained, particularly the methods used to preserve samples and to purify RNA. METHODS: Matched tissue samples from 12 breast cancers were fresh frozen (FF) and preserved in RNAlater or fixed in formalin and processed as FFPE tissue. Total RNA was extracted and purified from FF samples using the Qiagen RNeasy kit, and in duplicate from FFPE tissue sections using three different kits (Norgen, Qiagen and Roche). All RNA samples underwent whole transcriptome RNA sequencing (wtRNAseq) and targeted RNA sequencing for 31 transcripts included in a signature of sensitivity to endocrine therapy. We assessed the effect of RNA extraction kit on the reliability of gene expression levels using linear mixed-effects model analysis, concordance correlation coefficient (CCC) and differential analysis. All protein-coding genes in the wtRNAseq and three gene expression signatures for breast cancer were assessed for concordance. RESULTS: Despite variable quality of the RNA extracted from FFPE samples by different kits, all had similar concordance of overall gene expression from wtRNAseq between matched FF and FFPE samples (median CCC 0.63–0.66) and between technical replicates (median expression difference 0.13–0.22). More than half of genes were differentially expressed between FF and FFPE, but with low fold change (median |LFC| 0.31–0.34). Two out of three breast cancer signatures studied were highly robust in all samples using any kit, whereas the third signature was similarly discordant irrespective of the kit used. The targeted RNAseq assay was concordant between FFPE and FF samples using any of the kits (CCC 0.91–0.96). CONCLUSIONS: The selection of kit to purify RNA from FFPE did not influence the overall quality of results from wtRNAseq, thus variable reproducibility of gene signatures probably relates to the reliability of individual gene selected and possibly to the algorithm. Targeted RNAseq showed promising performance for clinical deployment of quantitative assays in breast cancer from FFPE samples, although numerical scores were not identical to those from wtRNAseq and would require calibration. BioMed Central 2019-12-05 /pmc/articles/PMC6896723/ /pubmed/31805884 http://dx.doi.org/10.1186/s12885-019-6363-0 Text en © The Author(s). 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Marczyk, Michal
Fu, Chunxiao
Lau, Rosanna
Du, Lili
Trevarton, Alexander J.
Sinn, Bruno V.
Gould, Rebekah E.
Pusztai, Lajos
Hatzis, Christos
Symmans, W. Fraser
The impact of RNA extraction method on accurate RNA sequencing from formalin-fixed paraffin-embedded tissues
title The impact of RNA extraction method on accurate RNA sequencing from formalin-fixed paraffin-embedded tissues
title_full The impact of RNA extraction method on accurate RNA sequencing from formalin-fixed paraffin-embedded tissues
title_fullStr The impact of RNA extraction method on accurate RNA sequencing from formalin-fixed paraffin-embedded tissues
title_full_unstemmed The impact of RNA extraction method on accurate RNA sequencing from formalin-fixed paraffin-embedded tissues
title_short The impact of RNA extraction method on accurate RNA sequencing from formalin-fixed paraffin-embedded tissues
title_sort impact of rna extraction method on accurate rna sequencing from formalin-fixed paraffin-embedded tissues
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6896723/
https://www.ncbi.nlm.nih.gov/pubmed/31805884
http://dx.doi.org/10.1186/s12885-019-6363-0
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