HAL Id: hal-02509044
https://hal.univ-reunion.fr/hal-02509044
Submitted on 16 Mar 2020
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Enzyme Concentrations and Its Application for Flux Optimization
Anamya Nagaraja, Philippe Charton, Xavier Cadet, Nicolas Fontaine, Mathieu Delsaut, Birgit Wiltschi, Alena Voit, Bernard Offmann, Cédric
Damour, Brigitte Grondin-Perez, et al.
To cite this version:
Anamya Nagaraja, Philippe Charton, Xavier Cadet, Nicolas Fontaine, Mathieu Delsaut, et al.. A
Machine Learning Approach for Efficient Selection of Enzyme Concentrations and Its Application
for Flux Optimization. Catalysts, MDPI, 2020, Novel Enzyme and Whole-Cell Biocatalysts, 10 (3),
pp.291. �10.3390/catal10030291�. �hal-02509044�
Catalysts 2020, 10, 291; doi:10.3390/catal10030291 www.mdpi.com/journal/catalysts
Article
A Machine Learning Approach for Efficient Selection of Enzyme Concentrations and Its Application for Flux Optimization
Anamya Ajjolli Nagaraja
1,2,3,4, Philippe Charton
2,3,4, Xavier F. Cadet
5, Nicolas Fontaine
5, Mathieu Delsaut
1, Birgit Wiltschi
6, Alena Voit
6, Bernard Offmann
7, Cedric Damour
1, Brigitte Grondin-Perez
1and Frederic Cadet
2,3,4,*
1
Laboratory of Energy, Electronics and Processes (LE2P-EnergyLab), EA 4079, Faculty of Sciences and Technology, University of La Reunion, Cedex 97744 St Denis, France;
anamya.ajjolli-nagaraja@univ-reunion.fr (A.A.N.); mathieu.delsaut@univ-reunion.fr (M.D.);
cedric.damour@univ-reunion.fr (C.D.); Brigitte.Grondin@univ-reunion.fr (B. G.-P.)
2
University of Paris, BIGR—Biologie Intégrée du Globule Rouge, Inserm, UMR_S1134, F-75015 Paris, France; philippe.charton@univ-reunion.fr (P.C.);
3
Laboratory of Excellence GR-Ex, Boulevard du Montparnasse, F-75015 Paris, France
4
DSIMB—Dynamics of Structures and Interactions of Biological Macromolecules, UMR_S1134, BIGR, Inserm, Faculty of Sciences and Technology, University of La Reunion, F-97715 Saint-Denis, France
5
PEACCEL—Protein Engineering Accelerator, 6 Square Albin Cachot, box 42, 75013 Paris, France;
xavier.cadet.fjf@gmail.com (X.F.C.); nicolas.fontaine@peaccel.com (N.F.)
6
ACIB—Austrian Centre of Industrial Biotechnology, Synthetic Biology Group, Petersgasse 14, 8010 Graz, Austria; birgit.wiltschi@acib.at (B.W.); alenavoit@acib.at (A.V.)
7