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Functional comparison of exome capture-based methods for transcriptomic profiling of formalin-fixed paraffin-embedded tumors
The availability of fresh frozen (FF) tissue is a barrier for implementing RNA sequencing (RNA-seq) in the clinic. The majority of clinical samples are stored as formalin-fixed, paraffin-embedded (FFPE) tissues. Exome capture platforms have been developed for RNA-seq from FFPE samples. However, thes...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8360986/ https://www.ncbi.nlm.nih.gov/pubmed/34385467 http://dx.doi.org/10.1038/s41525-021-00231-7 |
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author | Shohdy, Kyrillus S. Bareja, Rohan Sigouros, Michael Wilkes, David C. Dorsaint, Princesca Manohar, Jyothi Bockelman, Daniel Xiang, Jenny Z. Kim, Rob Ohara, Kentaro Eng, Kenneth Mosquera, Juan Miguel Elemento, Olivier Sboner, Andrea Alonso, Alicia Faltas, Bishoy M. |
author_facet | Shohdy, Kyrillus S. Bareja, Rohan Sigouros, Michael Wilkes, David C. Dorsaint, Princesca Manohar, Jyothi Bockelman, Daniel Xiang, Jenny Z. Kim, Rob Ohara, Kentaro Eng, Kenneth Mosquera, Juan Miguel Elemento, Olivier Sboner, Andrea Alonso, Alicia Faltas, Bishoy M. |
author_sort | Shohdy, Kyrillus S. |
collection | PubMed |
description | The availability of fresh frozen (FF) tissue is a barrier for implementing RNA sequencing (RNA-seq) in the clinic. The majority of clinical samples are stored as formalin-fixed, paraffin-embedded (FFPE) tissues. Exome capture platforms have been developed for RNA-seq from FFPE samples. However, these methods have not been systematically compared. We performed transcriptomic analysis of 32 FFPE tumor samples from 11 patients using three exome capture-based methods: Agilent SureSelect V6, TWIST NGS Exome, and IDT XGen Exome Research Panel. We compared these methods to the TruSeq RNA-seq of fresh frozen (FF-TruSeq) tumor samples from the same patients. We assessed the recovery of clinically relevant biological features. The Spearman’s correlation coefficients between the global expression profiles of the three capture-based methods from FFPE and matched FF-TruSeq were high (rho = 0.72–0.9, p < 0.05). A significant correlation between the expression of key immune genes between individual capture-based methods and FF-TruSeq (rho = 0.76-0.88, p < 0.05) was observed. All exome capture-based methods reliably detected outlier expression of actionable gene transcripts, including ERBB2, MET, NTRK1, and PPARG. In urothelial cancer samples, the Agilent assay was associated with the highest molecular subtype concordance with FF-TruSeq (Cohen’s k = 0.7, p < 0.01). The Agilent and IDT assays detected all the clinically relevant fusions that were initially identified in FF-TruSeq. All FFPE exome capture-based methods had comparable performance and concordance with FF-TruSeq. Our findings will enable the implementation of RNA-seq in the clinic to guide precision oncology approaches. |
format | Online Article Text |
id | pubmed-8360986 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-83609862021-08-19 Functional comparison of exome capture-based methods for transcriptomic profiling of formalin-fixed paraffin-embedded tumors Shohdy, Kyrillus S. Bareja, Rohan Sigouros, Michael Wilkes, David C. Dorsaint, Princesca Manohar, Jyothi Bockelman, Daniel Xiang, Jenny Z. Kim, Rob Ohara, Kentaro Eng, Kenneth Mosquera, Juan Miguel Elemento, Olivier Sboner, Andrea Alonso, Alicia Faltas, Bishoy M. NPJ Genom Med Article The availability of fresh frozen (FF) tissue is a barrier for implementing RNA sequencing (RNA-seq) in the clinic. The majority of clinical samples are stored as formalin-fixed, paraffin-embedded (FFPE) tissues. Exome capture platforms have been developed for RNA-seq from FFPE samples. However, these methods have not been systematically compared. We performed transcriptomic analysis of 32 FFPE tumor samples from 11 patients using three exome capture-based methods: Agilent SureSelect V6, TWIST NGS Exome, and IDT XGen Exome Research Panel. We compared these methods to the TruSeq RNA-seq of fresh frozen (FF-TruSeq) tumor samples from the same patients. We assessed the recovery of clinically relevant biological features. The Spearman’s correlation coefficients between the global expression profiles of the three capture-based methods from FFPE and matched FF-TruSeq were high (rho = 0.72–0.9, p < 0.05). A significant correlation between the expression of key immune genes between individual capture-based methods and FF-TruSeq (rho = 0.76-0.88, p < 0.05) was observed. All exome capture-based methods reliably detected outlier expression of actionable gene transcripts, including ERBB2, MET, NTRK1, and PPARG. In urothelial cancer samples, the Agilent assay was associated with the highest molecular subtype concordance with FF-TruSeq (Cohen’s k = 0.7, p < 0.01). The Agilent and IDT assays detected all the clinically relevant fusions that were initially identified in FF-TruSeq. All FFPE exome capture-based methods had comparable performance and concordance with FF-TruSeq. Our findings will enable the implementation of RNA-seq in the clinic to guide precision oncology approaches. Nature Publishing Group UK 2021-08-12 /pmc/articles/PMC8360986/ /pubmed/34385467 http://dx.doi.org/10.1038/s41525-021-00231-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Shohdy, Kyrillus S. Bareja, Rohan Sigouros, Michael Wilkes, David C. Dorsaint, Princesca Manohar, Jyothi Bockelman, Daniel Xiang, Jenny Z. Kim, Rob Ohara, Kentaro Eng, Kenneth Mosquera, Juan Miguel Elemento, Olivier Sboner, Andrea Alonso, Alicia Faltas, Bishoy M. Functional comparison of exome capture-based methods for transcriptomic profiling of formalin-fixed paraffin-embedded tumors |
title | Functional comparison of exome capture-based methods for transcriptomic profiling of formalin-fixed paraffin-embedded tumors |
title_full | Functional comparison of exome capture-based methods for transcriptomic profiling of formalin-fixed paraffin-embedded tumors |
title_fullStr | Functional comparison of exome capture-based methods for transcriptomic profiling of formalin-fixed paraffin-embedded tumors |
title_full_unstemmed | Functional comparison of exome capture-based methods for transcriptomic profiling of formalin-fixed paraffin-embedded tumors |
title_short | Functional comparison of exome capture-based methods for transcriptomic profiling of formalin-fixed paraffin-embedded tumors |
title_sort | functional comparison of exome capture-based methods for transcriptomic profiling of formalin-fixed paraffin-embedded tumors |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8360986/ https://www.ncbi.nlm.nih.gov/pubmed/34385467 http://dx.doi.org/10.1038/s41525-021-00231-7 |
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