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Accurate chiral pattern recognition for amines from just a single chemosensor
- Source :
- Chemical Science. 11:3790-3796
- Publication Year :
- 2020
- Publisher :
- Royal Society of Chemistry (RSC), 2020.
-
Abstract
- The current work proposes a novel determination method for enantiomeric excess (ee) in (mono- and di-) amines using molecular self-assembly. A pyridine-attached binaphthyl derivative ((R)-1) exhibits fluorescence responses based on imine formation between the aldehyde group of (R)-1 and target chiral amines (i.e. cyclohexane diamine (CHDA), 2-amino-1,2-diphenylethanol (ADPE), 1,2-diphenylethylenediamine (DPDA), 1-amino-2-indanol (AID), and leucinol) in the presence of zinc(II) ions (Zn2+). Because of the multi-optical responses which are derived from the variation of chiral complexes, pattern recognition-based discrimination (i.e. linear discriminant analysis (LDA)) has been achieved for five types of enantiomeric pairs of amines. Possessing such a discrimination capability in combination with data processing (LDA and an artificial neural network) allows accurate determination (prediction error < 1.8%) of the % ee of individual targets such as CHDA which is one of the main components of pharmaceutical drugs. The simple molecular self-assembled system enabled simultaneous multi-chiral discrimination and % ee determination of unknown samples.
- Subjects :
- chemistry.chemical_classification
Cyclohexane
010405 organic chemistry
business.industry
Imine
Pattern recognition
General Chemistry
010402 general chemistry
01 natural sciences
Aldehyde
Fluorescence
0104 chemical sciences
chemistry.chemical_compound
chemistry
Diamine
Artificial intelligence
Enantiomer
business
Enantiomeric excess
Derivative (chemistry)
Subjects
Details
- ISSN :
- 20416539 and 20416520
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- Chemical Science
- Accession number :
- edsair.doi...........54b39d3cace9a0192cdd0a2ebe8ee6e8