Literature DB >> 22315101

On-line measurement of the substrate concentrations in Pichia pastoris fermentations using FT-IR/ATR.

John Dahlbacka1, Jan Weegar, Niklas von Weymarn, Kaj Fagervik.   

Abstract

The glycerol and methanol concentrations in Pichia pastoris fermentations were measured on-line using Fourier transform infrared spectroscopy and an attenuated total reflection probe. Partial least squares regression was used to obtain calibration models. The models were regressed on synthetic multi-component spectra and semi-synthetic fermentation broth spectra. These were obtained by spectral addition. The accuracy for the on-line measurement of glycerol, given as standard error of prediction (SEP), was determined to 0.68 g/l, and the SEP of methanol was 0.13 g/l. We show how reliable calibration models are obtained relatively effortlessly by replacing extensive sampling from the reactor with simple mathematical manipulations of the model regression spectra.

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Year:  2012        PMID: 22315101     DOI: 10.1007/s10529-012-0868-9

Source DB:  PubMed          Journal:  Biotechnol Lett        ISSN: 0141-5492            Impact factor:   2.461


  3 in total

1.  Ultrasound-enhanced attenuated total reflection mid-infrared spectroscopy in-line probe: acquisition of cell spectra in a bioreactor.

Authors:  Cosima Koch; Markus Brandstetter; Patrick Wechselberger; Bettina Lorantfy; Maria Reyes Plata; Stefan Radel; Christoph Herwig; Bernhard Lendl
Journal:  Anal Chem       Date:  2015-01-26       Impact factor: 6.986

2.  Multi-analyte quantification in bioprocesses by Fourier-transform-infrared spectroscopy by partial least squares regression and multivariate curve resolution.

Authors:  Cosima Koch; Andreas E Posch; Héctor C Goicoechea; Christoph Herwig; Bernhard Lendl
Journal:  Anal Chim Acta       Date:  2013-11-11       Impact factor: 6.558

3.  Ensemble-based adaptive soft sensor for fault-tolerant biomass monitoring.

Authors:  Manuel Siegl; Vincent Brunner; Dominik Geier; Thomas Becker
Journal:  Eng Life Sci       Date:  2022-01-08       Impact factor: 2.678

  3 in total

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