Simultaneous Extraction of RNA and Metabolites from Single Kidney Tissue Specimens for Combined Transcriptomic and Metabolomic Profiling

J Proteome Res. 2018 Sep 7;17(9):3039-3049. doi: 10.1021/acs.jproteome.8b00199. Epub 2018 Aug 23.

Abstract

Tissue analysis represents a powerful tool for the investigation of disease pathophysiology. However, the heterogeneous nature of tissue samples, in particular of neoplastic, may affect the outcome of such analysis and hence obscure interpretation of results. Thus, comprehensive isolation and extraction of transcripts and metabolites from an identical tissue specimen would minimize variations and enable the economic use of biopsy material which is usually available in limited amounts. Here we demonstrate a fast and simple protocol for combined transcriptomics and metabolomics analysis in homogenates prepared from one single tissue sample. Metabolites were recovered by protein precipitation from lysates originally prepared for RNA isolation and were analyzed by LC-QTOF-MS after HILIC and RPLC separation, respectively. Strikingly, although ion suppression was observed, over 80% of the 2885 detected metabolic features could be extracted and analyzed with high reproducibility (CV ≤ 20%). Moreover fold changes of different tumor and nontumor kidney tissues were correlated to an established metabolomics protocol and revealed a strong correlation ( rp ≥ 0.75). In order to demonstrate the feasibility of the combined analysis of RNA and metabolites, the protocol was applied to kidney tissue of metformin treated mice to investigate drug induced alterations.

Keywords: RNA; combined transcriptomics and metabolomics; lipids; mass spectrometry; metabolites; metabolomics; transcriptomics.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Chromatography, Liquid / methods
  • Humans
  • Hydrophobic and Hydrophilic Interactions
  • Kidney / drug effects
  • Kidney / metabolism*
  • Kidney / pathology
  • Male
  • Metabolic Networks and Pathways / drug effects
  • Metabolome*
  • Metabolomics / methods
  • Metformin / pharmacology
  • Mice
  • Mice, Inbred C57BL
  • RNA / isolation & purification*
  • Swine
  • Tandem Mass Spectrometry
  • Transcriptome*

Substances

  • RNA
  • Metformin