Cargando…

RNA-seq RNAaccess identified as the preferred method for gene expression analysis of low quality FFPE samples

Clinical tumor tissues that are preserved as formalin-fixed paraffin-embedded (FFPE) samples result in extensive cross-linking, fragmentation, and chemical modification of RNA, posing significant challenges for RNA-seq-based gene expression profiling. This study sought to define an optimal RNA-seq p...

Descripción completa

Detalles Bibliográficos
Autores principales: Song, Kai, Elboudwarej, Emon, Zhao, Xi, Zhuo, Luting, Pan, David, Liu, Jinfeng, Brachmann, Carrie, Patterson, Scott D., Yoon, Oh Kyu, Zavodovskaya, Marianna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10602291/
https://www.ncbi.nlm.nih.gov/pubmed/37883360
http://dx.doi.org/10.1371/journal.pone.0293400
_version_ 1785126368684539904
author Song, Kai
Elboudwarej, Emon
Zhao, Xi
Zhuo, Luting
Pan, David
Liu, Jinfeng
Brachmann, Carrie
Patterson, Scott D.
Yoon, Oh Kyu
Zavodovskaya, Marianna
author_facet Song, Kai
Elboudwarej, Emon
Zhao, Xi
Zhuo, Luting
Pan, David
Liu, Jinfeng
Brachmann, Carrie
Patterson, Scott D.
Yoon, Oh Kyu
Zavodovskaya, Marianna
author_sort Song, Kai
collection PubMed
description Clinical tumor tissues that are preserved as formalin-fixed paraffin-embedded (FFPE) samples result in extensive cross-linking, fragmentation, and chemical modification of RNA, posing significant challenges for RNA-seq-based gene expression profiling. This study sought to define an optimal RNA-seq protocol for FFPE samples. We employed a common RNA extraction method and then compared RNA-seq library preparation protocols including RNAaccess, RiboZero and PolyA in terms of sequencing quality and concordance of gene expression using FFPE and case-matched fresh-frozen (FF) triple-negative breast cancer (TNBC) tissues. We found that RNAaccess, a method based on exome capture, produced the most concordant results. Applying RNAaccess to FFPE gastric cancer tissues, we established a minimum RNA DV200 requirement of 10% and a RNA input amount of 10ng that generated highly reproducible gene expression data. Lastly, we demonstrated that RNAaccess and NanoString platforms produced highly concordant expression profiles from FFPE samples for shared genes; however, RNA-seq may be preferred for clinical biomarker discovery work because of the broader coverage of the transcriptome. Taken together, these results support the selection of RNA-seq RNAaccess method for gene expression profiling of FFPE samples. The minimum requirements for RNA quality and input established here may allow for inclusion of clinical FFPE samples of sub-optimal quality in gene expression analyses and ultimately increasing the statistical power of such analyses.
format Online
Article
Text
id pubmed-10602291
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-106022912023-10-27 RNA-seq RNAaccess identified as the preferred method for gene expression analysis of low quality FFPE samples Song, Kai Elboudwarej, Emon Zhao, Xi Zhuo, Luting Pan, David Liu, Jinfeng Brachmann, Carrie Patterson, Scott D. Yoon, Oh Kyu Zavodovskaya, Marianna PLoS One Research Article Clinical tumor tissues that are preserved as formalin-fixed paraffin-embedded (FFPE) samples result in extensive cross-linking, fragmentation, and chemical modification of RNA, posing significant challenges for RNA-seq-based gene expression profiling. This study sought to define an optimal RNA-seq protocol for FFPE samples. We employed a common RNA extraction method and then compared RNA-seq library preparation protocols including RNAaccess, RiboZero and PolyA in terms of sequencing quality and concordance of gene expression using FFPE and case-matched fresh-frozen (FF) triple-negative breast cancer (TNBC) tissues. We found that RNAaccess, a method based on exome capture, produced the most concordant results. Applying RNAaccess to FFPE gastric cancer tissues, we established a minimum RNA DV200 requirement of 10% and a RNA input amount of 10ng that generated highly reproducible gene expression data. Lastly, we demonstrated that RNAaccess and NanoString platforms produced highly concordant expression profiles from FFPE samples for shared genes; however, RNA-seq may be preferred for clinical biomarker discovery work because of the broader coverage of the transcriptome. Taken together, these results support the selection of RNA-seq RNAaccess method for gene expression profiling of FFPE samples. The minimum requirements for RNA quality and input established here may allow for inclusion of clinical FFPE samples of sub-optimal quality in gene expression analyses and ultimately increasing the statistical power of such analyses. Public Library of Science 2023-10-26 /pmc/articles/PMC10602291/ /pubmed/37883360 http://dx.doi.org/10.1371/journal.pone.0293400 Text en © 2023 Song et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Song, Kai
Elboudwarej, Emon
Zhao, Xi
Zhuo, Luting
Pan, David
Liu, Jinfeng
Brachmann, Carrie
Patterson, Scott D.
Yoon, Oh Kyu
Zavodovskaya, Marianna
RNA-seq RNAaccess identified as the preferred method for gene expression analysis of low quality FFPE samples
title RNA-seq RNAaccess identified as the preferred method for gene expression analysis of low quality FFPE samples
title_full RNA-seq RNAaccess identified as the preferred method for gene expression analysis of low quality FFPE samples
title_fullStr RNA-seq RNAaccess identified as the preferred method for gene expression analysis of low quality FFPE samples
title_full_unstemmed RNA-seq RNAaccess identified as the preferred method for gene expression analysis of low quality FFPE samples
title_short RNA-seq RNAaccess identified as the preferred method for gene expression analysis of low quality FFPE samples
title_sort rna-seq rnaaccess identified as the preferred method for gene expression analysis of low quality ffpe samples
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10602291/
https://www.ncbi.nlm.nih.gov/pubmed/37883360
http://dx.doi.org/10.1371/journal.pone.0293400
work_keys_str_mv AT songkai rnaseqrnaaccessidentifiedasthepreferredmethodforgeneexpressionanalysisoflowqualityffpesamples
AT elboudwarejemon rnaseqrnaaccessidentifiedasthepreferredmethodforgeneexpressionanalysisoflowqualityffpesamples
AT zhaoxi rnaseqrnaaccessidentifiedasthepreferredmethodforgeneexpressionanalysisoflowqualityffpesamples
AT zhuoluting rnaseqrnaaccessidentifiedasthepreferredmethodforgeneexpressionanalysisoflowqualityffpesamples
AT pandavid rnaseqrnaaccessidentifiedasthepreferredmethodforgeneexpressionanalysisoflowqualityffpesamples
AT liujinfeng rnaseqrnaaccessidentifiedasthepreferredmethodforgeneexpressionanalysisoflowqualityffpesamples
AT brachmanncarrie rnaseqrnaaccessidentifiedasthepreferredmethodforgeneexpressionanalysisoflowqualityffpesamples
AT pattersonscottd rnaseqrnaaccessidentifiedasthepreferredmethodforgeneexpressionanalysisoflowqualityffpesamples
AT yoonohkyu rnaseqrnaaccessidentifiedasthepreferredmethodforgeneexpressionanalysisoflowqualityffpesamples
AT zavodovskayamarianna rnaseqrnaaccessidentifiedasthepreferredmethodforgeneexpressionanalysisoflowqualityffpesamples