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RNA-seq from archival FFPE breast cancer samples: molecular pathway fidelity and novel discovery
BACKGROUND: Formalin-fixed, paraffin-embedded (FFPE) tissues for RNA-seq have advantages over fresh frozen tissue including abundance and availability, connection to rich clinical data, and association with patient outcomes. However, FFPE-derived RNA is highly degraded and chemically modified, which...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6924022/ https://www.ncbi.nlm.nih.gov/pubmed/31856832 http://dx.doi.org/10.1186/s12920-019-0643-z |
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author | Pennock, Nathan D. Jindal, Sonali Horton, Wesley Sun, Duanchen Narasimhan, Jayasri Carbone, Lucia Fei, Suzanne S. Searles, Robert Harrington, Christina A. Burchard, Julja Weinmann, Sheila Schedin, Pepper Xia, Zheng |
author_facet | Pennock, Nathan D. Jindal, Sonali Horton, Wesley Sun, Duanchen Narasimhan, Jayasri Carbone, Lucia Fei, Suzanne S. Searles, Robert Harrington, Christina A. Burchard, Julja Weinmann, Sheila Schedin, Pepper Xia, Zheng |
author_sort | Pennock, Nathan D. |
collection | PubMed |
description | BACKGROUND: Formalin-fixed, paraffin-embedded (FFPE) tissues for RNA-seq have advantages over fresh frozen tissue including abundance and availability, connection to rich clinical data, and association with patient outcomes. However, FFPE-derived RNA is highly degraded and chemically modified, which impacts its utility as a faithful source for biological inquiry. METHODS: True archival FFPE breast cancer cases (n = 58), stored at room temperature for 2–23 years, were utilized to identify key steps in tissue selection, RNA isolation, and library choice. Gene expression fidelity was evaluated by comparing FFPE data to public data obtained from fresh tissues, and by employing single-gene, gene set and transcription network-based regulon analyses. RESULTS: We report a single 10 μm section of breast tissue yields sufficient RNA for RNA-seq, and a relationship between RNA quality and block age that was not linear. We find single-gene analysis is limiting with FFPE tissues, while targeted gene set approaches effectively distinguish ER+ from ER- breast cancers. Novel utilization of regulon analysis identified the transcription factor KDM4B to associate with ER+ disease, with KDM4B regulon activity and gene expression having prognostic significance in an independent cohort of ER+ cases. CONCLUSION: Our results, which outline a robust FFPE-RNA-seq pipeline for broad use, support utilizing FFPE tissues to address key questions in the breast cancer field, including the delineation between indolent and life-threatening disease, biological stratification and molecular mechanisms of treatment resistance. |
format | Online Article Text |
id | pubmed-6924022 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-69240222019-12-30 RNA-seq from archival FFPE breast cancer samples: molecular pathway fidelity and novel discovery Pennock, Nathan D. Jindal, Sonali Horton, Wesley Sun, Duanchen Narasimhan, Jayasri Carbone, Lucia Fei, Suzanne S. Searles, Robert Harrington, Christina A. Burchard, Julja Weinmann, Sheila Schedin, Pepper Xia, Zheng BMC Med Genomics Research Article BACKGROUND: Formalin-fixed, paraffin-embedded (FFPE) tissues for RNA-seq have advantages over fresh frozen tissue including abundance and availability, connection to rich clinical data, and association with patient outcomes. However, FFPE-derived RNA is highly degraded and chemically modified, which impacts its utility as a faithful source for biological inquiry. METHODS: True archival FFPE breast cancer cases (n = 58), stored at room temperature for 2–23 years, were utilized to identify key steps in tissue selection, RNA isolation, and library choice. Gene expression fidelity was evaluated by comparing FFPE data to public data obtained from fresh tissues, and by employing single-gene, gene set and transcription network-based regulon analyses. RESULTS: We report a single 10 μm section of breast tissue yields sufficient RNA for RNA-seq, and a relationship between RNA quality and block age that was not linear. We find single-gene analysis is limiting with FFPE tissues, while targeted gene set approaches effectively distinguish ER+ from ER- breast cancers. Novel utilization of regulon analysis identified the transcription factor KDM4B to associate with ER+ disease, with KDM4B regulon activity and gene expression having prognostic significance in an independent cohort of ER+ cases. CONCLUSION: Our results, which outline a robust FFPE-RNA-seq pipeline for broad use, support utilizing FFPE tissues to address key questions in the breast cancer field, including the delineation between indolent and life-threatening disease, biological stratification and molecular mechanisms of treatment resistance. BioMed Central 2019-12-19 /pmc/articles/PMC6924022/ /pubmed/31856832 http://dx.doi.org/10.1186/s12920-019-0643-z Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Pennock, Nathan D. Jindal, Sonali Horton, Wesley Sun, Duanchen Narasimhan, Jayasri Carbone, Lucia Fei, Suzanne S. Searles, Robert Harrington, Christina A. Burchard, Julja Weinmann, Sheila Schedin, Pepper Xia, Zheng RNA-seq from archival FFPE breast cancer samples: molecular pathway fidelity and novel discovery |
title | RNA-seq from archival FFPE breast cancer samples: molecular pathway fidelity and novel discovery |
title_full | RNA-seq from archival FFPE breast cancer samples: molecular pathway fidelity and novel discovery |
title_fullStr | RNA-seq from archival FFPE breast cancer samples: molecular pathway fidelity and novel discovery |
title_full_unstemmed | RNA-seq from archival FFPE breast cancer samples: molecular pathway fidelity and novel discovery |
title_short | RNA-seq from archival FFPE breast cancer samples: molecular pathway fidelity and novel discovery |
title_sort | rna-seq from archival ffpe breast cancer samples: molecular pathway fidelity and novel discovery |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6924022/ https://www.ncbi.nlm.nih.gov/pubmed/31856832 http://dx.doi.org/10.1186/s12920-019-0643-z |
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