Title of article :
A new approach to study in vivo cellular metabolism using a modellistic analysis of magnetic resonance spectra
Author/Authors :
Amalia Gastaldelli، نويسنده , , Amalia and Martini، نويسنده , , Silvia and Donati، نويسنده , , Alessandro and Marchettini، نويسنده , , Nadia and Rossi، نويسنده , , Claudio and Bastianoni، نويسنده , , Simone، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2009
Abstract :
This paper presents a novel approach to study in vivo cellular kinetics by the combined use of magnetic resonance (MR) spectroscopy and Odum’s system modeling, which includes the entire process of substrate degradation and product formation. The experiment was conducted directly in the MR-probe, where microorganisms (Klebsiella planticola) were incubated with high 13C-glucose and 13C-xylose concentration. Sugar consumptions and 13C-ethanol production were followed for 17 h and MR-spectra were acquired every 30 min without external sampling.
g of data allowed evaluation of sugar degradation, ethanol formation, cell activation induced by substrates, as well as cell inhibition induced by ethanol. The dynamics related to the diauxic growth of the bacterium under study were analyzed in terms of different kinetic behaviors. This approach gives not only a good fit of theoretical to experimental results, but is able also to interpret the way substrates, cells and products interact with each other. The proposed methodology can be applied to different living systems to study complex novel mechanisms.
Keywords :
In vivo MR , Mathematical Modeling , Klebsiella planticola , Diauxic growth , Compartmental modeling , Kinetic parameters
Journal title :
Mathematical Biosciences
Journal title :
Mathematical Biosciences