Literature DB >> 27562560

Editor's Highlight: Dose-Response Analysis of RNA-Seq Profiles in Archival Formalin-Fixed Paraffin-Embedded Samples.

Susan D Hester1, Virunya Bhat2, Brian N Chorley1, Gleta Carswell1, Wendell Jones3, Leah C Wehmas1, Charles E Wood4.   

Abstract

Use of archival resources has been limited to date by inconsistent methods for genomic profiling of degraded RNA from formalin-fixed paraffin-embedded (FFPE) samples. RNA-sequencing offers a promising way to address this problem. Here, we evaluated transcriptomic dose responses using RNA-sequencing in paired FFPE and frozen (FROZ) samples from 2 archival studies in mice, one <2 years old and the other >20 years old. Experimental treatments included 3 different doses of di(2-ethylhexyl)phthalate or dichloroacetic acid for the recently archived and older studies, respectively. Total RNA was ribo-depleted and sequenced using the Illumina HiSeq platform. In the recently archived study, FFPE samples had 35% lower total counts compared to FROZ samples but high concordance in fold-change values of differentially expressed genes (DEGs) (r2  = 0.99), highly enriched pathways (90% overlap with FROZ), and benchmark dose estimates for preselected target genes (<5% difference vs FROZ). In contrast, older FFPE samples had markedly lower total counts (3% of FROZ) and poor concordance in global DEGs and pathways. However, counts from FFPE and FROZ samples still positively correlated (r2  = 0.84 across all transcripts) and showed comparable dose responses for more highly expressed target genes. These findings highlight potential applications and issues in using RNA-sequencing data from FFPE samples. Recently archived FFPE samples were highly similar to FROZ samples in sequencing quality metrics, DEG profiles, and dose-response parameters, while further methods development is needed for older lower-quality FFPE samples. This work should help advance the use of archival resources in chemical safety and translational science. Published by Oxford University Press on behalf of the Society of Toxicology 2016. This work is written by US Government employees and is in the public domain in the US.

Entities:  

Keywords:  FFPE; RNA-sequencing; archival resources.; benchmark dose; dose–response; toxicogenomics

Mesh:

Substances:

Year:  2016        PMID: 27562560     DOI: 10.1093/toxsci/kfw161

Source DB:  PubMed          Journal:  Toxicol Sci        ISSN: 1096-0929            Impact factor:   4.849


  16 in total

1.  Demodifying RNA for Transcriptomic Analyses of Archival Formalin-Fixed Paraffin-Embedded Samples.

Authors:  Leah C Wehmas; Charles E Wood; Remi Gagne; Andrew Williams; Carole Yauk; Mark M Gosink; Deidre Dalmas; Ruixin Hao; Raegan O'Lone; Susan Hester
Journal:  Toxicol Sci       Date:  2018-04-01       Impact factor: 4.849

2.  Enhanced Quality Metrics for Assessing RNA Derived From Archival Formalin-Fixed Paraffin-Embedded Tissue Samples.

Authors:  Leah C Wehmas; Charles E Wood; Brian N Chorley; Carole L Yauk; Gail M Nelson; Susan D Hester
Journal:  Toxicol Sci       Date:  2019-08-01       Impact factor: 4.849

3.  Next generation sequencing data for use in risk assessment.

Authors:  B Alex Merrick
Journal:  Curr Opin Toxicol       Date:  2019-03-08

4.  Metabolic Disruption Early in Life is Associated With Latent Carcinogenic Activity of Dichloroacetic Acid in Mice.

Authors:  Leah C Wehmas; Anthony B DeAngelo; Susan D Hester; Brian N Chorley; Gleta Carswell; Greg R Olson; Michael H George; Julia H Carter; Sandra R Eldridge; Anna Fisher; Beena Vallanat; Charles E Wood
Journal:  Toxicol Sci       Date:  2017-10-01       Impact factor: 4.849

5.  A ketogenic diet differentially affects neuron and astrocyte transcription.

Authors:  Scott J Koppel; Dong Pei; Heather M Wilkins; Ian W Weidling; Xiaowan Wang; Blaise W Menta; Judit Perez-Ortiz; Anuradha Kalani; Sharon Manley; Lesya Novikova; Devin C Koestler; Russell H Swerdlow
Journal:  J Neurochem       Date:  2021-02-23       Impact factor: 5.546

Review 6.  The Utilization of Formalin Fixed-Paraffin-Embedded Specimens in High Throughput Genomic Studies.

Authors:  Pan Zhang; Brian D Lehmann; Yu Shyr; Yan Guo
Journal:  Int J Genomics       Date:  2017-01-26       Impact factor: 2.326

7.  Transcriptome Analysis of Canine Cutaneous Melanoma and Melanocytoma Reveals a Modulation of Genes Regulating Extracellular Matrix Metabolism and Cell Cycle.

Authors:  Chiara Brachelente; Katia Cappelli; Stefano Capomaccio; Ilaria Porcellato; Serenella Silvestri; Laura Bongiovanni; Raffaella De Maria; Andrea Verini Supplizi; Luca Mechelli; Monica Sforna
Journal:  Sci Rep       Date:  2017-07-25       Impact factor: 4.379

8.  Analysis of Gene Expression Signatures in Cancer-Associated Stroma from Canine Mammary Tumours Reveals Molecular Homology to Human Breast Carcinomas.

Authors:  Julia Ettlin; Elena Clementi; Parisa Amini; Alexandra Malbon; Enni Markkanen
Journal:  Int J Mol Sci       Date:  2017-05-20       Impact factor: 5.923

9.  Robustness of RNA sequencing on older formalin-fixed paraffin-embedded tissue from high-grade ovarian serous adenocarcinomas.

Authors:  Yongmei Zhao; Monika Mehta; Ashley Walton; Keyur Talsania; Yelena Levin; Jyoti Shetty; Elizabeth M Gillanders; Bao Tran; Danielle Mercatante Carrick
Journal:  PLoS One       Date:  2019-05-06       Impact factor: 3.240

10.  Biobanking-Budgets and the Role of Pathology Biobanks in Precision Medicine.

Authors:  Chris Andry; Elizabeth Duffy; Christopher A Moskaluk; Shannon McCall; Michael H A Roehrl; Daniel Remick
Journal:  Acad Pathol       Date:  2017-05-08
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