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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
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.
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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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