Elucidation of the co-metabolism of glycerol and glucose in Escherichia coli by genetic engineering, transcription profiling, and 13 C metabolic flux analysis
Yao et al. Biotechnol Biofuels (2016) 9:175
DOI 10.1186/s13068-016-0591-1
Biotechnology for Biofuels
Open Access
RESEARCH
Elucidation of the co‑metabolism
of glycerol and glucose in Escherichia coli
by genetic engineering, transcription profiling,
and 13C metabolic flux analysis
Ruilian Yao1, Dewang Xiong1, Hongbo Hu1, Masataka Wakayama2, Wenjuan Yu3, Xuehong Zhang1*
and Kazuyuki Shimizu2*
Abstract
Background: Glycerol, a byproduct of biodiesel, has become a readily available and inexpensive carbon source for
the production of high-value products. However, the main drawback of glycerol utilization is the low consumption
rate and shortage of NADPH formation, which may limit the production of NADPH-requiring products. To overcome
these problems, we constructed a carbon catabolite repression-negative ΔptsGglpK* mutant by both blocking a key
glucose PTS transporter and enhancing the glycerol conversion. The mutant can recover normal growth by co-utilization of glycerol and glucose after loss of glucose PTS transporter. To reveal the metabolic potential of the ΔptsGglpK*
mutant, this study examined the flux distributions and regulation of the co-metabolism of glycerol and glucose in the
mutant.
Results: By labeling experiments using [1,3-13C]glycerol and [1-13C]glucose, 13C metabolic flux analysis was
employed to decipher the metabolisms of both the wild-type strain and the ΔptsGglpK* mutant in chemostat
cultures. When cells were maintained at a low dilution rate (0.1 h−1), the two strains showed similar fluxome profiles.
When the dilution rate was increased, both strains upgraded their pentose phosphate pathway, glycolysis and anaplerotic reactions, while the ΔptsGglpK* mutant was able to catabolize much more glycerol than glucose (more than
tenfold higher). Compared with the wild-type strain, the mutant repressed its flux through the TCA cycle, resulting in
higher acetate overflow. The regulation of fluxomes was consistent with transcriptional profiling of several key genes
relevant to the TCA cycle and transhydrogenase, namely gltA, icdA, sdhA and pntA. In addition, cofactor fluxes and
their pool sizes were determined. The ΔptsGglpK* mutant affected the redox NADPH/NADH state and reduced the
ATP level. Redox signaling activated the ArcA regulatory system, which was responsible for TCA cycle repression.
Conclusions: This work employs both 13C-MFA and transcription/metabolite analysis for quantitative investigation
of the co-metabolism of glycerol and glucose in the ΔptsGglpK* mutant. The ArcA regulatory system dominates the
control of flux redistribution. The ΔptsGglpK* mutant can be used as a platform for microbial cell factories for the production of biofuels and biochemicals, since most of fuel molecule (e.g., alcohols) synthesis requires excess reducing
equivalents.
Keywords: Glycerol, 13C metabolic flux analysis, Carbon catabolite repression, Cofactor, PTS, Transcriptional regulation
*Correspondence: ;
1
State Key Laboratory of Microbial Metabolism and School of Life
Sciences and Biotechnology, Shanghai Jiao Tong University,
800 Dongchuan Road, Shanghai 200240, China
2
Institute for Advanced Biosciences, Keio University, 246‑2, Mizukami,
Kakuganji, Tsuruoka, Yamagata 997‑0052, Japan
Full list of author information is available at the end of the article
© 2016 The Author(s). This article is distributed under the terms of the Creative Commons Attribution 4.0 International License
(http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium,
provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license,
and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/
publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
Yao et al. Biotechnol Biofuels (2016) 9:175
Background
With increasing production of biodiesel, a large amount
of glycerol is produced as an inevitable byproduct [1].
Significant glycerol surplus has led to a drastic decrease
in glycerol prices over the past few years, which makes
it an ideal feedstock for the production of high-value
products [1–3]. The main drawback of glycerol utilization in Escherichia coli is the relatively low carbon source
consumption rate, cell growth, and productivity [4]. The
main reason for this is the allosteric inhibition of the
rate-limiting GLPK by FBP and EIIAGlc under aerobic
conditions [5–8]. FBP and EIIAGlc both act to reduce vmax
of GLPK, which displays a dimer–tetramer equilibrium
in solution [6]. FBP acts both to promote dimer–tetramer
assembly and to inactivate the tetramers [7]. The crystal
structure of the EIIAGlc:GLPK complexes has been determined [8]. GLPK with bound glycerol and ADP forms
tetramers in which each GLPK subunit interacts with one
EIIAGlc molecule, and the association of the two proteins
forms a novel intermolecular binding site for Zn (II) [9].
Genetic modification of the glpK gene has resulted in
the change in this enzyme that is insensitive to FBP and
EIIAGlc, allowing improved the glycerol consumption rate
[10, 11]. Another obstacle to glycerol utilization is the
shortage of NADPH formation because minimal glycolytic flux is reverted from GAP upwards to the oxidative
pentose phosphate (PP) pathway. Because NADPH is an
important cofactor needed for the production of useful
metabolites, co-fermentation of glycerol with glucose has
been proposed as an efficient process [4, 12, 13], especially for promoting 1,3-propanediol fermentation for
the industrial scale production by DuPont [14]. However,
glucose utilization prevents the metabolism of glycerol
because of carbon catabolite repression (CCR) [15].
The central players in CCR in E. coli are the transcriptional activator Crp, cAMP receptor protein, the signal
metabolite cAMP, Cya, and the phosphorylation system (PTS); these systems are involved in transport and/
or phosphotransferase reactions of carbohydrates [15].
The PTS in E. coli consists of two common cytoplasmic
proteins, EI, encoded by ptsI, and HPr, encoded by ptsH,
as well as carbohydrate-specific EII complexes encoded
by crr and ptsG [16]. One metabolic engineering strategy to relax CCR is the inactivation of PTS genes [13,
17, 18]. The part PEP not consumed in glucose transport
was canalized to shikimate pathway [17], which is a very
important route for the synthesis of aromatic amino acids
and natural products [19]. Therefore, we constructed a
CCR-negative ΔptsGglpK* mutant by both blocking a key
glucose transporter gene ptsG and replacing the native
glpK with glpK22 from E. coli Lin 43 to enhance the glycerol conversion [12]. This mutant can co-consume glycerol and glucose with a faster glycerol assimilation rate
Page 2 of 14
than glucose assimilation rate [12]. To reveal the metabolic potential of the ΔptsGglpK* mutant, it is necessary
to understan (...truncated)