Cargando…
Application of the 3′ mRNA-Seq using unique molecular identifiers in highly degraded RNA derived from formalin-fixed, paraffin-embedded tissue
BACKGROUND: Archival formalin-fixed, paraffin-embedded (FFPE) tissue samples with clinical and histological data are a singularly valuable resource for developing new molecular biomarkers. However, transcriptome analysis remains challenging with standard mRNA-seq methods as FFPE derived-RNA samples...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543821/ https://www.ncbi.nlm.nih.gov/pubmed/34689749 http://dx.doi.org/10.1186/s12864-021-08068-1 |
_version_ | 1784589692413411328 |
---|---|
author | Jang, Jin Sung Holicky, Eileen Lau, Julie McDonough, Samantha Mutawe, Mark Koster, Matthew J. Warrington, Kenneth J. Cuninngham, Julie M. |
author_facet | Jang, Jin Sung Holicky, Eileen Lau, Julie McDonough, Samantha Mutawe, Mark Koster, Matthew J. Warrington, Kenneth J. Cuninngham, Julie M. |
author_sort | Jang, Jin Sung |
collection | PubMed |
description | BACKGROUND: Archival formalin-fixed, paraffin-embedded (FFPE) tissue samples with clinical and histological data are a singularly valuable resource for developing new molecular biomarkers. However, transcriptome analysis remains challenging with standard mRNA-seq methods as FFPE derived-RNA samples are often highly modified and fragmented. The recently developed 3′ mRNA-seq method sequences the 3′ region of mRNA using unique molecular identifiers (UMI), thus generating gene expression data with minimal PCR bias. In this study, we evaluated the performance of 3′ mRNA-Seq using Lexogen QuantSeq 3′ mRNA-Seq Library Prep Kit FWD with UMI, comparing with TruSeq Stranded mRNA-Seq and RNA Exome Capture kit. The fresh-frozen (FF) and FFPE tissues yielded nucleotide sizes range from 13 to > 70% of DV200 values; input amounts ranged from 1 ng to 100 ng for validation. RESULTS: The total mapped reads of QuantSeq 3′ mRNA-Seq to the reference genome ranged from 99 to 74% across all samples. After PCR bias correction, 3 to 56% of total sequenced reads were retained. QuantSeq 3′ mRNA-Seq data showed highly reproducible data across replicates in Universal Human Reference RNA (UHR, R > 0.94) at input amounts from 1 ng to 100 ng, and FF and FFPE paired samples (R = 0.92) at 10 ng. Severely degraded FFPE RNA with ≤30% of DV200 value showed good concordance (R > 0.87) with 100 ng input. A moderate correlation was observed when directly comparing QuantSeq 3′ mRNA-Seq data with TruSeq Stranded mRNA-Seq (R = 0.78) and RNA Exome Capture data (R > 0.67). CONCLUSION: In this study, QuantSeq 3′ mRNA-Seq with PCR bias correction using UMI is shown to be a suitable method for gene quantification in both FF and FFPE RNAs. 3′ mRNA-Seq with UMI may be applied to severely degraded RNA from FFPE tissues generating high-quality sequencing data. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-08068-1. |
format | Online Article Text |
id | pubmed-8543821 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85438212021-10-25 Application of the 3′ mRNA-Seq using unique molecular identifiers in highly degraded RNA derived from formalin-fixed, paraffin-embedded tissue Jang, Jin Sung Holicky, Eileen Lau, Julie McDonough, Samantha Mutawe, Mark Koster, Matthew J. Warrington, Kenneth J. Cuninngham, Julie M. BMC Genomics Methodology Article BACKGROUND: Archival formalin-fixed, paraffin-embedded (FFPE) tissue samples with clinical and histological data are a singularly valuable resource for developing new molecular biomarkers. However, transcriptome analysis remains challenging with standard mRNA-seq methods as FFPE derived-RNA samples are often highly modified and fragmented. The recently developed 3′ mRNA-seq method sequences the 3′ region of mRNA using unique molecular identifiers (UMI), thus generating gene expression data with minimal PCR bias. In this study, we evaluated the performance of 3′ mRNA-Seq using Lexogen QuantSeq 3′ mRNA-Seq Library Prep Kit FWD with UMI, comparing with TruSeq Stranded mRNA-Seq and RNA Exome Capture kit. The fresh-frozen (FF) and FFPE tissues yielded nucleotide sizes range from 13 to > 70% of DV200 values; input amounts ranged from 1 ng to 100 ng for validation. RESULTS: The total mapped reads of QuantSeq 3′ mRNA-Seq to the reference genome ranged from 99 to 74% across all samples. After PCR bias correction, 3 to 56% of total sequenced reads were retained. QuantSeq 3′ mRNA-Seq data showed highly reproducible data across replicates in Universal Human Reference RNA (UHR, R > 0.94) at input amounts from 1 ng to 100 ng, and FF and FFPE paired samples (R = 0.92) at 10 ng. Severely degraded FFPE RNA with ≤30% of DV200 value showed good concordance (R > 0.87) with 100 ng input. A moderate correlation was observed when directly comparing QuantSeq 3′ mRNA-Seq data with TruSeq Stranded mRNA-Seq (R = 0.78) and RNA Exome Capture data (R > 0.67). CONCLUSION: In this study, QuantSeq 3′ mRNA-Seq with PCR bias correction using UMI is shown to be a suitable method for gene quantification in both FF and FFPE RNAs. 3′ mRNA-Seq with UMI may be applied to severely degraded RNA from FFPE tissues generating high-quality sequencing data. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-08068-1. BioMed Central 2021-10-24 /pmc/articles/PMC8543821/ /pubmed/34689749 http://dx.doi.org/10.1186/s12864-021-08068-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Methodology Article Jang, Jin Sung Holicky, Eileen Lau, Julie McDonough, Samantha Mutawe, Mark Koster, Matthew J. Warrington, Kenneth J. Cuninngham, Julie M. Application of the 3′ mRNA-Seq using unique molecular identifiers in highly degraded RNA derived from formalin-fixed, paraffin-embedded tissue |
title | Application of the 3′ mRNA-Seq using unique molecular identifiers in highly degraded RNA derived from formalin-fixed, paraffin-embedded tissue |
title_full | Application of the 3′ mRNA-Seq using unique molecular identifiers in highly degraded RNA derived from formalin-fixed, paraffin-embedded tissue |
title_fullStr | Application of the 3′ mRNA-Seq using unique molecular identifiers in highly degraded RNA derived from formalin-fixed, paraffin-embedded tissue |
title_full_unstemmed | Application of the 3′ mRNA-Seq using unique molecular identifiers in highly degraded RNA derived from formalin-fixed, paraffin-embedded tissue |
title_short | Application of the 3′ mRNA-Seq using unique molecular identifiers in highly degraded RNA derived from formalin-fixed, paraffin-embedded tissue |
title_sort | application of the 3′ mrna-seq using unique molecular identifiers in highly degraded rna derived from formalin-fixed, paraffin-embedded tissue |
topic | Methodology Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543821/ https://www.ncbi.nlm.nih.gov/pubmed/34689749 http://dx.doi.org/10.1186/s12864-021-08068-1 |
work_keys_str_mv | AT jangjinsung applicationofthe3mrnasequsinguniquemolecularidentifiersinhighlydegradedrnaderivedfromformalinfixedparaffinembeddedtissue AT holickyeileen applicationofthe3mrnasequsinguniquemolecularidentifiersinhighlydegradedrnaderivedfromformalinfixedparaffinembeddedtissue AT laujulie applicationofthe3mrnasequsinguniquemolecularidentifiersinhighlydegradedrnaderivedfromformalinfixedparaffinembeddedtissue AT mcdonoughsamantha applicationofthe3mrnasequsinguniquemolecularidentifiersinhighlydegradedrnaderivedfromformalinfixedparaffinembeddedtissue AT mutawemark applicationofthe3mrnasequsinguniquemolecularidentifiersinhighlydegradedrnaderivedfromformalinfixedparaffinembeddedtissue AT kostermatthewj applicationofthe3mrnasequsinguniquemolecularidentifiersinhighlydegradedrnaderivedfromformalinfixedparaffinembeddedtissue AT warringtonkennethj applicationofthe3mrnasequsinguniquemolecularidentifiersinhighlydegradedrnaderivedfromformalinfixedparaffinembeddedtissue AT cuninnghamjuliem applicationofthe3mrnasequsinguniquemolecularidentifiersinhighlydegradedrnaderivedfromformalinfixedparaffinembeddedtissue |