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Updated: Apr 1, 2026

Untargeted Metabolomics from Biological Sources Using Ultraperformance Liquid Chromatography-High Resolution Mass Spectrometry UPLC-HRMS
Published on: May 20, 2013
Implementation of Hadamard encoding for rapid multisample analysis in liquid chromatography
Alexander F Siegle1, Oliver Trapp1
1Organisch-Chemisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany.
Abstract:
Multiplexing based on pseudo-binary modulation sequences is known to increase the signal-to-noise ratio. In this work, Hadamard transform multiplexing is used in high-performance liquid chromatography to increase the sample throughput. Using structured modulation sequences to encode and control sample injections in combination with a fitting algorithm to deconvolute the complex data allowed us to evaluate convoluted chromatograms of up to 128 samples containing three and five analytes, respectively, with good accuracy (<2% deviation). In comparison to conventional high-performance liquid chromatography the analysis time could be reduced by 30 and 55%, respectively.
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