Identification of Physiological States in Yeast by Novel IR-Techniques
Identification of Physiological States in Yeast by Novel IR-Techniques
Disciplines
Biology (10%); Chemistry (40%); Industrial Biotechnology (40%); Physics, Astronomy (10%)
Keywords
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In-Line Bioprocess Monitoring,
Standing Mhz Ultrasonic Waves,
FTIR spectroscopy,
Identification Of Physiological States Of Cells
This project aims at developing novel analytical instrumentation and approaches for bioprocess identification and detection of physiological states in yeast cells. An US (ultrasound) enhanced ATR (attenuated total reflection) fiber optic FTIR (Fourier transform infrared) sensor will be further developed and applied for in-line cell analysis. A standing MHz ultrasonic field will allow for positioning of cells in the active region of the ATR diamond and away from it, respectively. Therefore, FTIR spectra of cells only or excreted metabolites (i.e. in the medium) only can be acquired. S. cerevisiae and P. pastoris will be steered into defined static and transient physiological states, respectively, by different media/environmental limitations. This will lead to differences in storage carbohydrate (SC) (glycogen, trehalose, mannan, etc.) content of the cells, which is strongly related to the type of stress the cells are under. Off- line ATR and transmission FTIR spectra of S. cerevisiae samples in different static physiological states will be acquired and information content will be compared to standard analytical methods, like HPLC and enzymatic essays. Chemometric data analysis will be applied for identification of spectral features related to SC content and latent variables. Thus, the physiological state can be directly determined from FTIR spectra. Subsequently the US enhanced ATR fiber optic FTIR sensor is coupled in-line to a 20L bioreactor. The same static physiological states as for off-line analysis will be provoked in S. cerevisiae and P. pastoris, limitations will be extended and process condition stress factors like pH and temperature will be introduced. FTIR spectra of the cells and the solutes in the medium only, respectively, will allow for full quantification of stoichiometry and quantification of the primary metabolism. In the final stage of the project, transient physiological states will be provoked by exposing continuous cultures to dynamic changes in extracellular process environment. FTIR spectra acquired in-line with the US enhanced ATR fiber optic FTIR sensor will be analyzed by chemometric techniques for "early-response" spectral markers to physiological changes. As deliverables of the project a tool to detect changes in the physiological state is developed and characterized which can be used for media development and optimization in bioprocess development or process control.
Within this project two complementary analytical technologies were combined in a new analyser that now enables the study of microorganism inside a semi-industrial fermenter on a molecular specific level for the first time. Using quasi-standing MHz ultrasound waves it is possible to exert acoustic radiation forces on particles. By doing so, an ultrasonic trap can be configured to capture and pre-concentrate particles. By changing the frequency of the applied MHz sound waves the location where particles actually agglomerate can be shifted in a controlled manner. Such an ultrasonic trap was developed and combined with a commercial mid-IR fibre optic probe for in-line bioprocess monitoring. By measuring mid-IR spectra of the samples, this probe allows to obtain qualitative and quantitative information on the chemical composition of samples which are in close contact to the actual sensor spot, which is actually a planar diamond window of a few square millimetres. Using the described MHz ultrasound technology it is possible to push the particles against the sensor surface or to keep them away from it. Recording mid-IR spectra at these different frequencies and subsequent calculation of the corresponding difference spectra provides access to the mid-IR spectra of the particles (microorganism) only. Upon analysis of these spectra it is possible to obtain qualitative and quantitative information on the chemical composition of the investigated particles. This new analyser was successfully developed, including mechanics, electronics and software and applied for bioprocess monitoring in a stirred, semi-industrial fermenter. As a biochemical model system yeast fermentations were chosen which were performed under different, well defined growth conditions. These conditions were set such that stress due to nutrient limitation was induced. This stress caused a change in the chemical composition of yeast. Especially when setting conditions such that the concentration of sugars (glycogen, trehalose, glucose and mannose) inside the yeast was changing, it was possible to observe these changes in-line. The obtained results were also corroborated by off-line reference analysis using liquid chromatography and again mid-IR spectroscopy. At the end of this project also other fermentations were studied and the performance of different mid-IR in-line probes compared with respect to the achievable signal to noise level. The technology of ultrasound particle manipulation was also combined with other in-line sensor technologies such as Raman spectroscopy and in-line microscopy.
- Christoph Herwig, Technische Universität Wien , associated research partner
- Uwe Sauer, Eidgenössische Technische Hochschule Zürich - Switzerland
Research Output
- 385 Citations
- 12 Publications
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2016
Title Comparison of Fiber Optic and Conduit Attenuated Total Reflection (ATR) Fourier Transform Infrared (FT-IR) Setup for In-Line Fermentation Monitoring DOI 10.1177/0003702816662618 Type Journal Article Author Koch C Journal Applied Spectroscopy Pages 1965-1973 -
2013
Title Determination of carbohydrates present in Saccharomyces cerevisiae using mid-infrared spectroscopy and partial least squares regression DOI 10.1007/s00216-013-7239-9 Type Journal Article Author Plata M Journal Analytical and Bioanalytical Chemistry Pages 8241-8250 Link Publication -
2012
Title Efficient feeding profile optimization for recombinant protein production using physiological information DOI 10.1007/s00449-012-0754-9 Type Journal Article Author Wechselberger P Journal Bioprocess and Biosystems Engineering Pages 1637-1649 Link Publication -
2012
Title Real-time estimation of biomass and specific growth rate in physiologically variable recombinant fed-batch processes DOI 10.1007/s00449-012-0848-4 Type Journal Article Author Wechselberger P Journal Bioprocess and Biosystems Engineering Pages 1205-1218 Link Publication -
2014
Title In-line monitoring of trehalose in yeast using an ultrasound enhanced mid-IR fiber optic sensor. Type Conference Proceeding Abstract Author Koch C Conference Proceedings of the 27th Yeast Conference", Editor Versuchsanstalt der Hefeindustrie e.V. -
2013
Title Quantitative comparison of dynamic physiological feeding profiles for recombinant protein production with Pichia pastoris DOI 10.1007/s00449-013-1087-z Type Journal Article Author Spadiut O Journal Bioprocess and Biosystems Engineering Pages 1163-1172 Link Publication -
2013
Title Model-based analysis on the extractability of information from data in dynamic fed-batch experiments DOI 10.1002/btpr.1649 Type Journal Article Author Wechselberger P Journal Biotechnology Progress Pages 285-296 Link Publication -
2015
Title Ultrasound-Enhanced Attenuated Total Reflection Mid-infrared Spectroscopy In-Line Probe: Acquisition of Cell Spectra in a Bioreactor DOI 10.1021/ac504126v Type Journal Article Author Koch C Journal Analytical Chemistry Pages 2314-2320 Link Publication -
2012
Title A rapid method for the differentiation of yeast cells grown under carbon and nitrogen-limited conditions by means of partial least squares discriminant analysis employing infrared micro-spectroscopic data of entire yeast cells DOI 10.1016/j.talanta.2012.06.036 Type Journal Article Author Kuligowski J Journal Talanta Pages 566-573 Link Publication -
2012
Title On-line multiple component analysis for efficient quantitative bioprocess development DOI 10.1016/j.jbiotec.2012.03.010 Type Journal Article Author Dietzsch C Journal Journal of Biotechnology Pages 362-370 -
2013
Title Multi-analyte quantification in bioprocesses by Fourier-transform-infrared spectroscopy by partial least squares regression and multivariate curve resolution DOI 10.1016/j.aca.2013.10.042 Type Journal Article Author Koch C Journal Analytica Chimica Acta Pages 103-110 Link Publication -
2013
Title Ultrasonic Manipulation of Yeast Cells in Suspension for Absorption Spectroscopy with an Immersible Mid-Infrared Fiberoptic Probe DOI 10.1016/j.ultrasmedbio.2013.01.003 Type Journal Article Author Koch C Journal Ultrasound in Medicine & Biology Pages 1094-1101 Link Publication