Model development and experimental validation of capnophilic lactic fermentation and hydrogen synthesis by Thermotoga neapolitana.

The aim of the present study was to develop a kinetic model for a recently proposed unique and novel metabolic process called capnophilic (CO2-requiring) lactic fermentation (CLF) pathway in Thermotoga neapolitana. The model was based on Monod kinetics and the mathematical expressions were developed to enable the simulation of biomass growth, substrate consumption and product formation. The calibrated kinetic parameters such as maximum specific uptake rate (k), semi-saturation constant (kS), biomass yield coefficient (Y) and endogenous decay rate (kd) were 1.30 h(-1), 1.42 g/L, 0.1195 and 0.0205 h(-1), respectively. A high correlation (>0.98) was obtained between the experimental data and model predictions for both model validation and cross validation processes. An increase of the lactate production in the range of 40-80% was obtained through CLF pathway compared to the classic dark fermentation model. The proposed kinetic model is the first mechanistically based model for the CLF pathway. This model provides useful information to improve the knowledge about how acetate and CO2 are recycled back by Thermotoga neapolitana to produce lactate without compromising the overall hydrogen yield.

[1]  S R Guiot,et al.  Anaerobic digestion model No. 1-based distributed parameter model of an anaerobic reactor: II. Model validation. , 2008, Bioresource technology.

[2]  A. Fontana,et al.  Recycling of carbon dioxide and acetate as lactic acid by the hydrogen-producing bacterium Thermotoga neapolitana. , 2014, ChemSusChem.

[3]  A. Fontana,et al.  Capnophilic lactic fermentation and hydrogen synthesis by Thermotoga neapolitana: An unexpected deviation from the dark fermentation model , 2014 .

[4]  Enmin Feng,et al.  Sensitivity analysis and identification of kinetic parameters in batch fermentation of glycerol , 2012, J. Comput. Appl. Math..

[5]  Irini Angelidaki,et al.  Biohydrogen production from xylose at extreme thermophilic temperatures (70 degrees C) by mixed culture fermentation. , 2009, Water research.

[6]  P. Bernfeld Amylases, alpha and beta , 1955 .

[7]  W. Gujer,et al.  Mathematical model for meso- and thermophilic anaerobic sewage sludge digestion. , 2002, Environmental science & technology.

[8]  K. Keesman,et al.  Modelling anaerobic biomass growth kinetics with a substrate threshold concentration. , 2004, Water research.

[9]  Rubat Ml alpha and beta amylases , 1950 .

[10]  A. Fontana,et al.  Hydrogen metabolism in the extreme thermophile Thermotoga neapolitana , 2010 .

[11]  Debabrata Das,et al.  Modeling and optimization of fermentative hydrogen production. , 2011 .

[12]  R. Thauer,et al.  Energy conservation in chemotrophic anaerobic bacteria , 1977, Bacteriological reviews.

[13]  F Pirozzi,et al.  Model calibration and validation for OFMSW and sewage sludge co-digestion reactors. , 2011, Waste management.

[14]  P. Bernfeld,et al.  [17] Amylases, α and β , 1955 .

[15]  R. Thauer,et al.  Energy Conservation in Chemotrophic Anaerobic Bacteria , 1977, Bacteriological reviews.

[16]  Dipankar Ghosh,et al.  Advances in fermentative biohydrogen production: the way forward? , 2009, Trends in biotechnology.

[17]  Luca Longanesi,et al.  A kinetic study of biohydrogen production from glucose, molasses and cheese whey by suspended and attached cells of Thermotoga neapolitana. , 2013, Bioresource technology.

[18]  J. Vanbriesen,et al.  Expanded thermodynamic model for microbial true yield prediction. , 2006, Biotechnology and bioengineering.

[19]  Alain Vande Wouwer,et al.  Model selection, identification and validation in anaerobic digestion: a review. , 2011, Water research.

[20]  A. Panico,et al.  Hydrogen Production by the Thermophilic Bacterium Thermotoga neapolitana , 2015, International journal of molecular sciences.

[21]  Debabrata Das,et al.  Improvement of fermentative hydrogen production: various approaches , 2004, Applied Microbiology and Biotechnology.

[22]  Hanqing Yu,et al.  Kinetic analysis on gaseous and aqueous product formation by mixed anaerobic hydrogen-producing cultures , 2013 .

[23]  A. Panico,et al.  Kinetic modeling of fermentative hydrogen production by Thermotoga neapolitana , 2016 .

[24]  L. Petzold,et al.  Numerical methods and software for sensitivity analysis of differential-algebraic systems , 1986 .

[25]  P. Heuberger,et al.  Calibration of process-oriented models , 1995 .