Enantioselective UHPLC Screening Combined with In Silico Modeling for Streamlined Development of Ultrafast Enantiopurity Assays.
Gioacchino Luca LosaccoHeather WangImad A Haidar AhmadJimmy O DaSilvaAlexey A MakarovIan MangionFrancesco GasparriniMichael LämmerhoferDaniel W ArmstrongErik L RegaladoPublished in: Analytical chemistry (2021)
Enantioselective chromatography has been the preferred technique for the determination of enantiomeric excess across academia and industry. Although sequential multicolumn enantioselective supercritical fluid chromatography screenings are widespread, access to automated ultra-high-performance liquid chromatography (UHPLC) platforms using state-of-the-art small particle size chiral stationary phases (CSPs) is an underdeveloped area. Herein, we introduce a multicolumn UHPLC screening workflow capable of combining 14 columns (packed with sub-2 μm fully porous and sub-3 μm superficially porous particles) with nine mobile phase eluent choices. This automated setup operates under a vast selection of reversed-phase liquid chromatography, hydrophilic interaction liquid chromatography, polar-organic mode, and polar-ionic mode conditions with minimal manual intervention and high success rate. Examples of highly efficient enantioseparations are illustrated from the integration of chiral screening conditions and computer-assisted modeling. Furthermore, we describe the nuances of in silico method development for chiral separations via second-degree polynomial regression fit using LC simulator (ACD/Labs) software. The retention models were found to be very accurate for chiral resolution of single and multicomponent mixtures of enantiomeric species across different types of CSPs, with differences between experimental and simulated retention times of less than 0.5%. Finally, we illustrate how this approach lays the foundation for a streamlined development of ultrafast enantioseparations applied to high-throughput enantiopurity analysis and its use in the second dimension of two-dimensional liquid chromatography experiments.
Keyphrases
- liquid chromatography
- tandem mass spectrometry
- ultra high performance liquid chromatography
- mass spectrometry
- capillary electrophoresis
- high resolution mass spectrometry
- simultaneous determination
- solid phase extraction
- high throughput
- high performance liquid chromatography
- ionic liquid
- highly efficient
- gas chromatography
- molecularly imprinted
- high resolution
- ms ms
- machine learning
- randomized controlled trial
- molecular docking
- deep learning
- single molecule
- single cell
- energy transfer
- water soluble