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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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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 |
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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 |
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