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

Toxicol Sci. 2016 Dec;154(2):202-213. doi: 10.1093/toxsci/kfw161. Epub 2016 Aug 25.

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.

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

Publication types

  • Comparative Study
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Animals
  • Dichloroacetic Acid / toxicity*
  • Diethylhexyl Phthalate / toxicity*
  • Dose-Response Relationship, Drug
  • Fixatives / chemistry*
  • Formaldehyde / chemistry*
  • Freezing
  • Gene Expression Profiling*
  • Gene Expression Regulation / drug effects
  • Gene Regulatory Networks / drug effects
  • Genetic Markers
  • Liver / drug effects*
  • Liver / metabolism
  • Male
  • Mice
  • Paraffin Embedding*
  • RNA Stability
  • Sequence Analysis, RNA*
  • Time Factors
  • Tissue Fixation / methods*
  • Toxicity Tests / methods*
  • Transcriptome / drug effects*

Substances

  • Fixatives
  • Genetic Markers
  • Formaldehyde
  • Dichloroacetic Acid
  • Diethylhexyl Phthalate