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Title: Gibbs Energy Dynamic Yield Method (GEDYM): Predicting microbial growth yields under energy-limiting conditions

Journal Article · · Geochimica et Cosmochimica Acta

Biomass-explicit biogeochemical models assign microbial growth yields (Y) using values measured in the laboratory or predicted using thermodynamics-based methods. However, Y values are rarely measured under the low energy delivery conditions that often prevail in the subsurface, and existing predictive methods for calculating Y values when the catabolic energy supply rate is limited remain poorly tested. Here, we derive and validate a new semi-theoretical method for calculating Y values: the Gibbs Energy Dynamic Yield Method (GEDYM). Method validation relies on a compilation of 132 geochemically relevant literature Y values comprising predominantly (60%) low energy (> -25 kJ (mol e-)-1) metabolisms. GEDYM is based on estimating the Gibbs energy change of the metabolic reaction ($$\Delta G_{met}$$), which links the Gibbs energy changes of the catabolic ($$\Delta G_{cat}$$) and anabolic ($$\Delta G_{an}$$) reactions of a microorganism through its growth yield. Given that the values of $$\Delta G_{met}$$, $$\Delta G_{cat}$$ and $$\Delta G_{an}$$ all depend on their respective reaction quotients, the resulting Y values account for changes in the chemical environment surrounding the cells. GEDYM incorporates an empirical relationship that accurately estimates the extent to which $$\Delta G_{met}$$ deviates from its standard state value from the relative difference between $$\Delta G_{cat}$$ and its corresponding standard state value. GEDYM yields Y values with lower relative errors and statistical bias than the existing Gibbs energy dissipation method (GEDM). Using dissimilatory iron reduction, sulfate reduction and methanogenesis as examples, we illustrate the importance of considering variations in $$\Delta G_{cat}$$ and $$\Delta G_{an}$$ when predicting Y values for individual metabolisms. Because of its ability to dynamically adjust the values of $$\Delta G_{met}$$ and Y to variable geochemical conditions, GEDYM yields a more realistic representation of geomicrobial activity in predictive reactive transport models.

Research Organization:
Georgia Institute of Technology, Atlanta, GA (United States)
Sponsoring Organization:
USDOE Office of Science (SC); Canada Excellence Research Chair (CERC); Global Water Futures (GWF)
Grant/Contract Number:
SC0005520
OSTI ID:
1469223
Alternate ID(s):
OSTI ID: 1610844
Journal Information:
Geochimica et Cosmochimica Acta, Journal Name: Geochimica et Cosmochimica Acta Vol. 241 Journal Issue: C; ISSN 0016-7037
Publisher:
Elsevier; The Geochemical Society; The Meteoritical SocietyCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 32 works
Citation information provided by
Web of Science

References (70)

Bioenergetic Controls on Anaerobic Oxidation of Methane (AOM) in Coastal Marine Sediments: A Theoretical Analysis journal April 2006
Isolation and characterization of Desulfovibrio growing on hydrogen plus sulfate as the sole energy source journal January 1978
Coupling a genome-scale metabolic model with a reactive transport model to describe in situ uranium bioremediation journal March 2009
A comparison of various Gibbs energy dissipation correlations for predicting microbial growth yields journal June 2007
Arsenic Bioremediation by Biogenic Iron Oxides and Sulfides journal May 2013
Rates of Microbial Metabolism in Deep Coastal Plain Aquifers journal January 1990
Energetics of bacterial growth: balance of anabolic and catabolic reactions. journal January 1995
Secondary mineralization pathways induced by dissimilatory iron reduction of ferrihydrite under advective flow journal August 2003
Practice of Mass Transport Model Application for Biogeochemical Redox Process in Aquifer journal October 2011
Thermodynamics of iron oxides: Part III. Enthalpies of formation and stability of ferrihydrite (∼Fe(OH)3), schwertmannite (∼FeO(OH)3/4(SO4)1/8), and ε-Fe2O3 journal March 2004
Redox zoning, rates of sulfate reduction and interactions with Fe-reduction and methanogenesis in a shallow sandy aquifer, Rømø, Denmark journal January 1999
Soil organic matter decomposition driven by microbial growth: A simple model for a complex network of interactions journal April 2006
Growth Yields in Bacterial Denitrification and Nitrate Ammonification journal January 2007
Application of macroscopic principles to microbial metabolism journal December 1980
Modeling Kinetic Processes Controlling Hydrogen and Acetate Concentrations in an Aquifer-Derived Microcosm journal September 2003
Effects of aqueous uranyl speciation on the kinetics of microbial uranium reduction journal May 2015
Genome of Geobacter sulfurreducens: Metal Reduction in Subsurface Environments journal December 2003
Use of Dissolved H2 Concentrations To Determine Distribution of Microbially Catalyzed Redox Reactions in Anoxic Groundwater journal July 1994
Uranium removal from groundwater via in situ biostimulation: Field-scale modeling of transport and biological processes journal August 2007
Growth of Geobacter sulfurreducens under nutrient-limiting conditions in continuous culture journal May 2005
Potential for microbial H2 and metal transformations associated with novel bacteria and archaea in deep terrestrial subsurface sediments journal March 2017
Sulfate Reducers Can Outcompete Methanogens at Freshwater Sulfate Concentrations † journal January 1983
Organic acids in hydrothermal solutions; standard molal thermodynamic properties of carboxylic acids and estimates of dissociation constants at high temperatures and pressures journal May 1995
Geobacter sulfurreducens sp. nov., a hydrogen- and acetate-oxidizing dissimilatory metal-reducing microorganism. journal January 1994
How Geobacteraceae may dominate subsurface biodegradation: physiology of Geobacter metallireducens in slow-growth habitat-simulating retentostats journal September 2009
Biogeochemical modeling of CO 2 and CH 4 production in anoxic Arctic soil microcosms journal January 2016
Transport and biogeochemical reaction of metals in a physically and chemically heterogeneous aquifer journal January 2006
Uranium Bioreduction Rates across Scales: Biogeochemical Hot Moments and Hot Spots during a Biostimulation Experiment at Rifle, Colorado journal August 2014
Microbial Reduction of Fe(III) and Sorption/Precipitation of Fe(II) on Shewanella putrefaciens Strain CN32 journal April 2001
Reactive transport modelling of biogeochemical processes and carbon isotope geochemistry inside a landfill leachate plume journal June 2004
Mineral Transformation and Biomass Accumulation Associated With Uranium Bioremediation at Rifle, Colorado journal July 2009
The Growth of Bacterial Cultures journal October 1949
Thermodynamic electron equivalents model for bacterial yield prediction: Modifications and comparative evaluations journal January 2007
The complex relationship between microbial growth rate and yield and its implications for ecosystem processes journal June 2015
Deep subsurface microbial processes journal January 1995
Modeling Microbially Induced Carbon Degradation in Redox-Stratified Subsurface Environments: Concepts and Open Questions journal July 2007
A thermodynamically-based model for predicting microbial growth and community composition coupled to system geochemistry: Application to uranium bioreduction journal March 2010
Catabolic rates, population sizes and doubling/replacement times of microorganisms in natural settings journal March 2015
Competition for Sulfate and Ethanol Among Desulfobacter, Desulfobulbus, and Desulfovibrio Species Isolated from Intertidal Sediments journal January 1984
Model-based analysis of the role of biological, hydrological and geochemical factors affecting uranium bioremediation journal March 2011
In situ to in silico and back: elucidating the physiology and ecology of Geobacter spp. using genome-scale modelling journal December 2010
Geomicrobial Kinetics: Extrapolating Laboratory Studies to Natural Environments journal January 2013
A Hydrogen-Oxidizing, Fe(III)-Reducing Microorganism from the Great Bay Estuary, New Hampshire journal January 1992
Inorganic species in geologic fluids: Correlations among standard molal thermodynamic properties of aqueous ions and hydroxide complexes journal March 1997
Overflow metabolism in Escherichia coli results from efficient proteome allocation journal December 2015
Are growth rates of Escherichia coli in batch cultures limited by respiration? journal January 1980
Reactive Transport Model of Sulfur Cycling as Impacted by Perchlorate and Nitrate Treatments journal June 2016
Modeling biogeochemical processes and isotope fractionation of enhanced in situ biodenitrification in a fractured aquifer journal May 2016
Thermodynamic efficiency of bacterial growth calculated from growth yield of Pseudomonas oxalaticus OX1 in the chemostat journal February 1989
Microbial growth by a net heat up-take: A calorimetric and thermodynamic study on acetotrophic methanogenesis byMethanosarcina barkeri journal January 2001
A Generalized Method for Thermodynamic State Analysis of Environmental Systems journal January 2010
A black box mathematical model to calculate auto- and heterotrophic biomass yields based on Gibbs energy dissipation journal December 1992
The thermodynamics and kinetics of microbial metabolism journal April 2007
Determination of the Formation Constants of Ternary Complexes of Uranyl and Carbonate with Alkaline Earth Metals (Mg 2+ , Ca 2+ , Sr 2+ , and Ba 2+ ) Using Anion Exchange Method journal August 2006
Thermodynamics of microbial growth and metabolism: An analysis of the current situation journal February 2006
Influence of hydrological, biogeochemical and temperature transients on subsurface carbon fluxes in a flood plain environment journal February 2016
Experimental Burial Inhibits Methanogenesis and Anaerobic Decomposition in Water-Saturated Peats journal December 2011
Thermodynamic limitations on microbially catalyzed reaction rates journal August 2012
On the calculation of the free energy change accompanying the growth ofescherichia coli K-12 on succinic acid journal March 1992
Kinetic modeling of microbially-driven redox chemistry of subsurface environments: coupling transport, microbial metabolism and geochemistry journal August 1998
Genome-scale dynamic modeling of the competition between Rhodoferax and Geobacter in anoxic subsurface environments journal July 2010
Thermodynamics of Microbial Growth Coupled to Metabolism of Glucose, Ethanol, Short-Chain Organic Acids, and Hydrogen journal January 2011
Kinetics of Reduction of Fe(III) Complexes by Outer Membrane Cytochromes MtrC and OmcA of Shewanella oneidensis MR-1 journal September 2008
Bacteria-mediated Reduction and Precipitation of Fe(OH)3 and FeS in the Subsurface of a Coastal Aquifer: A Numerical Investigation journal January 2010
Growth and Methanogenesis by Methanosarcina Strain 227 on Acetate and Methanol journal January 1978
Microbial life under extreme energy limitation journal January 2013
Gene-centric approach to integrating environmental genomics and biogeochemical models journal January 2014
Biological energy requirements as quantitative boundary conditions for life in the subsurface journal October 2004
In search of a thermodynamic description of biomass yields for the chemotrophic growth of microorganisms journal April 1992
A New Rate Law Describing Microbial Respiration journal April 2003