Optimizing 1D 1H-NMR profiling of plant samples for high throughput analysis: extract preparation, standardization, automation and spectra processing.

Catherine Deborde Jean Xavier Fontaine Daniel JacobAdolfo BotanaValérie NicaiseFlorence Richard-ForgetSylvain LecomteCédric DecourtilKamar HamadeFrançois MesnardAnnick Moing Roland Molinie

Published in: Metabolomics : Official journal of the Metabolomic Society (2019)

Standardization or automation of several steps from extract preparation to data reduction improves data quality for small to large collections of plant samples of different origins.

Keyphrases

high throughput
electronic health record
big data
single cell
molecularly imprinted
magnetic resonance
high resolution
machine learning
mass spectrometry
cell wall
solid state
artificial intelligence