Statistical Correlations between HPLC Activity-Based Profiling Results and NMR/MS Microfraction Data to Deconvolute Bioactive Compounds in Mixtures

Molecules. 2016 Feb 24;21(3):259. doi: 10.3390/molecules21030259.

Abstract

Recent approaches in natural product (NP) research are leading toward the discovery of bioactive chemical entities at the microgram level. In comparison to classical large scale bioassay-guided fractionation, the use of LC-MS metabolite profiling in combination with microfractionation for both bioactivity profiling and NMR analysis, allows the identification of bioactive compounds at a very early stage. In that context, this study aims to assess the potential of statistic correlation analysis to enable unambiguous identification of features related to bioactive compounds in mixtures, without the need for complete isolation. For that purpose, a mixture of NPs was microfractionated by rapid small-scale semi-preparative HPLC for proof-of-concept. UHPLC-ESI-TOFMS profiles, micro-flow CapNMR spectra and a cancer chemopreventive assay carried out on every microfraction were analysed by statistical correlations.

Keywords: biological profiling; correlation analysis; metabolomics; microfractionation; quinone reductase induction.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Anticarcinogenic Agents / chemistry
  • Anticarcinogenic Agents / isolation & purification*
  • Biological Products / chemistry
  • Catechols / chemistry
  • Catechols / isolation & purification*
  • Chemical Fractionation / instrumentation
  • Chemical Fractionation / methods*
  • Chromatography, High Pressure Liquid
  • Complex Mixtures / chemistry*
  • Drug Discovery
  • Factor Analysis, Statistical
  • Humans
  • Magnetic Resonance Spectroscopy
  • Metabolome
  • NAD(P)H Dehydrogenase (Quinone) / chemistry
  • Naphthoquinones / chemistry
  • Naphthoquinones / isolation & purification*
  • Sesquiterpenes / chemistry
  • Sesquiterpenes / isolation & purification*
  • Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization

Substances

  • Anticarcinogenic Agents
  • Biological Products
  • Catechols
  • Complex Mixtures
  • Naphthoquinones
  • Sesquiterpenes
  • NAD(P)H Dehydrogenase (Quinone)