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Large scale, robust, and accurate whole transcriptome profiling from clinical formalin-fixed paraffin-embedded samples

Transcriptome profiling can provide information of great value in clinical decision-making, yet RNA from readily available formalin-fixed paraffin-embedded (FFPE) tissue is often too degraded for quality sequencing. To assess the clinical utility of FFPE-derived RNA, we performed ribo-deplete RNA ex...

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Autores principales: Newton, Yulia, Sedgewick, Andrew J., Cisneros, Luis, Golovato, Justin, Johnson, Mark, Szeto, Christopher W., Rabizadeh, Shahrooz, Sanborn, J. Zachary, Benz, Stephen Charles, Vaske, Charles
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7572424/
https://www.ncbi.nlm.nih.gov/pubmed/33077815
http://dx.doi.org/10.1038/s41598-020-74483-1
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author Newton, Yulia
Sedgewick, Andrew J.
Cisneros, Luis
Golovato, Justin
Johnson, Mark
Szeto, Christopher W.
Rabizadeh, Shahrooz
Sanborn, J. Zachary
Benz, Stephen Charles
Vaske, Charles
author_facet Newton, Yulia
Sedgewick, Andrew J.
Cisneros, Luis
Golovato, Justin
Johnson, Mark
Szeto, Christopher W.
Rabizadeh, Shahrooz
Sanborn, J. Zachary
Benz, Stephen Charles
Vaske, Charles
author_sort Newton, Yulia
collection PubMed
description Transcriptome profiling can provide information of great value in clinical decision-making, yet RNA from readily available formalin-fixed paraffin-embedded (FFPE) tissue is often too degraded for quality sequencing. To assess the clinical utility of FFPE-derived RNA, we performed ribo-deplete RNA extractions on > 3200 FFPE slide samples; 25 of these had direct FFPE vs. fresh frozen (FF) replicates, 57 were sequenced in 2 different labs, 87 underwent multiple library analyses, and 16 had direct microdissected vs. macrodissected replicates. Poly-A versus ribo-depletion RNA extraction methods were compared using transcriptomes of TCGA cohort and 3116 FFPE samples. Compared to FF, FFPE transcripts coding for nuclear/cytoplasmic proteins involved in DNA packaging, replication, and protein synthesis were detected at lower rates and zinc finger family transcripts were of poorer quality. The greatest difference in extraction methods was in histone transcripts which typically lack poly-A tails. Encouragingly, the overall sequencing success rate was 81%. Exome coverage was highly concordant in direct FFPE and FF replicates, with 98% agreement in coding exon coverage and a median correlation of whole transcriptome profiles of 0.95. We provide strong rationale for clinical use of FFPE-derived RNA based on the robustness, reproducibility, and consistency of whole transcriptome profiling.
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spelling pubmed-75724242020-10-21 Large scale, robust, and accurate whole transcriptome profiling from clinical formalin-fixed paraffin-embedded samples Newton, Yulia Sedgewick, Andrew J. Cisneros, Luis Golovato, Justin Johnson, Mark Szeto, Christopher W. Rabizadeh, Shahrooz Sanborn, J. Zachary Benz, Stephen Charles Vaske, Charles Sci Rep Article Transcriptome profiling can provide information of great value in clinical decision-making, yet RNA from readily available formalin-fixed paraffin-embedded (FFPE) tissue is often too degraded for quality sequencing. To assess the clinical utility of FFPE-derived RNA, we performed ribo-deplete RNA extractions on > 3200 FFPE slide samples; 25 of these had direct FFPE vs. fresh frozen (FF) replicates, 57 were sequenced in 2 different labs, 87 underwent multiple library analyses, and 16 had direct microdissected vs. macrodissected replicates. Poly-A versus ribo-depletion RNA extraction methods were compared using transcriptomes of TCGA cohort and 3116 FFPE samples. Compared to FF, FFPE transcripts coding for nuclear/cytoplasmic proteins involved in DNA packaging, replication, and protein synthesis were detected at lower rates and zinc finger family transcripts were of poorer quality. The greatest difference in extraction methods was in histone transcripts which typically lack poly-A tails. Encouragingly, the overall sequencing success rate was 81%. Exome coverage was highly concordant in direct FFPE and FF replicates, with 98% agreement in coding exon coverage and a median correlation of whole transcriptome profiles of 0.95. We provide strong rationale for clinical use of FFPE-derived RNA based on the robustness, reproducibility, and consistency of whole transcriptome profiling. Nature Publishing Group UK 2020-10-19 /pmc/articles/PMC7572424/ /pubmed/33077815 http://dx.doi.org/10.1038/s41598-020-74483-1 Text en © The Author(s) 2020 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 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/.
spellingShingle Article
Newton, Yulia
Sedgewick, Andrew J.
Cisneros, Luis
Golovato, Justin
Johnson, Mark
Szeto, Christopher W.
Rabizadeh, Shahrooz
Sanborn, J. Zachary
Benz, Stephen Charles
Vaske, Charles
Large scale, robust, and accurate whole transcriptome profiling from clinical formalin-fixed paraffin-embedded samples
title Large scale, robust, and accurate whole transcriptome profiling from clinical formalin-fixed paraffin-embedded samples
title_full Large scale, robust, and accurate whole transcriptome profiling from clinical formalin-fixed paraffin-embedded samples
title_fullStr Large scale, robust, and accurate whole transcriptome profiling from clinical formalin-fixed paraffin-embedded samples
title_full_unstemmed Large scale, robust, and accurate whole transcriptome profiling from clinical formalin-fixed paraffin-embedded samples
title_short Large scale, robust, and accurate whole transcriptome profiling from clinical formalin-fixed paraffin-embedded samples
title_sort large scale, robust, and accurate whole transcriptome profiling from clinical formalin-fixed paraffin-embedded samples
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7572424/
https://www.ncbi.nlm.nih.gov/pubmed/33077815
http://dx.doi.org/10.1038/s41598-020-74483-1
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