Abstract

Clostridium thermocellum and Thermoanaerobacterium saccharolyticum are thermophilic anaerobic bacteria with complementary metabolic capabilities that utilize distinct glycolytic pathways for the conversion of cellulosic sugars to biofuels. We integrated quantitative metabolomics with 2H and 13C metabolic flux analysis to investigate the in vivo reversibility and thermodynamics of the central metabolic networks of these two microbes. We found that the glycolytic pathway in C. thermocellum operates remarkably close to thermodynamic equilibrium, with an overall drop in Gibbs free energy 5-fold lower than that of T. saccharolyticum or anaerobically grown Escherichia coli The limited thermodynamic driving force of glycolysis in C. thermocellum could be attributed in large part to the small free energy of the phosphofructokinase reaction producing fructose bisphosphate. The ethanol fermentation pathway was also substantially more reversible in C. thermocellum than in T. saccharolyticum These observations help explain the comparatively low ethanol titers of C. thermocellum and suggest engineering interventions that can be used to increase its ethanol productivity and glycolytic rate. In addition to thermodynamic analysis, we used our isotope tracer data to reconstruct the T. saccharolyticum central metabolic network, revealing exclusive use of the Embden-Meyerhof-Parnas (EMP) pathway for glycolysis, a bifurcated tricarboxylic acid (TCA) cycle, and a sedoheptulose bisphosphate bypass active within the pentose phosphate pathway.IMPORTANCE Thermodynamics constitutes a key determinant of flux and enzyme efficiency in metabolic networks. Here, we provide new insights into the divergent thermodynamics of the glycolytic pathways of C. thermocellum and T. saccharolyticum, two industrially relevant thermophilic bacteria whose metabolism still is not well understood. We report that while the glycolytic pathway in T. saccharolyticum is as thermodynamically favorable as that found in model organisms, such as E. coli or Saccharomyces cerevisiae, the glycolytic pathway of C. thermocellum operates near equilibrium. The use of a near-equilibrium glycolytic pathway, with potentially increased ATP yield, by this cellulolytic microbe may represent an evolutionary adaptation to growth on cellulose, but it has the drawback of being highly susceptible to product feedback inhibition. The results of this study will facilitate future engineering of high-performance strains capable of transforming cellulosic biomass to biofuels at high yields and titers.

Highlights

  • Clostridium thermocellum and Thermoanaerobacterium saccharolyticum are thermophilic anaerobic bacteria with complementary metabolic capabilities that utilize distinct glycolytic pathways for the conversion of cellulosic sugars to biofuels

  • T. saccharolyticum has been engineered to produce ethanol at greater than 90% theoretical yields and at titers of up to 70 g/liter [3, 10]. These two thermophilic bacteria have been used in cocultures that seek to combine the cellulolytic capability of C. thermocellum with the higher ethanol productivity and hemicellulose-consuming capability of T. saccharolyticum [11]

  • In a subsequent section (i.e., “2H and 13C metabolic flux analysis,” below), we present a quantitative MFA that corroborates the metabolic network reconstruction presented

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Summary

Introduction

Clostridium thermocellum and Thermoanaerobacterium saccharolyticum are thermophilic anaerobic bacteria with complementary metabolic capabilities that utilize distinct glycolytic pathways for the conversion of cellulosic sugars to biofuels. C. thermocellum lacks a pyruvate (Pyr) kinase (Pyk; PEP ϩ ADP¡Pyr ϩ ATP) and instead converts phosphoenolpyruvate (PEP) to Pyr via one of two routes: (i) pyruvate phosphate dikinase (Ppdk; PEP ϩ AMP ϩ PPi¡Pyr ϩ ATP ϩ Pi) and (ii) the malate shunt, which converts PEP to Pyr via three steps, phosphoenolpyruvate carboxykinase (Pepck; PEP ϩ GDP ϩ CO2¡OAA ϩ GTP), malate dehydrogenase (Mdh; OAA ϩ NADH¡Mal ϩ NADϩ), and malic enzyme (ME; Mal ϩ NADPϩ¡Pyr ϩ CO2 ϩ NADPH ϩ Hϩ) [18, 20, 21, 26] (Fig. 1) These unique aspects of glycolysis in C. thermocellum, the use of PPi-Pfk and Ppdk, may result in greater energy yield (ATP or GTP) per glucose and can be expected to significantly impact the thermodynamic driving force of individual reactions and of the overall pathway. These studies, together with theoretical and computational advances, have provided new insights on the connection between pathway thermodynamics, flux, and enzyme efficiency [31,32,33,34]

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