Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Functional expression of a Mo-dependent formate dehydrogenase in Escherichia coli under aerobic conditions

  • Marion Schulz,

    Roles Investigation, Methodology, Writing – original draft

    Affiliation Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, Evry-Courcouronnes, France

  • Anne Berger,

    Roles Investigation

    Affiliation Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, Evry-Courcouronnes, France

  • David Roche,

    Roles Formal analysis

    Affiliation Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, Evry-Courcouronnes, France

  • Emilie Pateau,

    Roles Investigation

    Affiliation Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, Evry-Courcouronnes, France

  • Ivan Dubois,

    Roles Investigation

    Affiliation Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, Evry-Courcouronnes, France

  • Valérie A. Delmas,

    Roles Investigation

    Affiliation Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, Evry-Courcouronnes, France

  • Mélodie Cadillon,

    Roles Investigation

    Affiliation Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, Evry-Courcouronnes, France

  • Madeleine Bouzon,

    Roles Conceptualization, Validation, Writing – original draft

    Affiliation Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, Evry-Courcouronnes, France

  • Volker Döring

    Roles Conceptualization, Supervision, Validation, Writing – original draft

    vdoring@genoscope.cns.fr

    Affiliation Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, Evry-Courcouronnes, France

Abstract

Background

Oxygen tolerant complex metal-dependent formate dehydrogenases hold potential for biotechnological applications.

Principal Findings

In this work, we report the functional expression of the complex, molybdenum-dependent soluble formate dehydrogenase encoded by the fdsGBACD operon from Cupriavidus necator (CnFDH) in Escherichia coli. Expression of the operon from plasmids or from a copy integrated in the chromosome enabled growth of an energy-auxotrophic selection strain on formate as sole energy source under aerobic conditions. Growth could be accelerated in turbidostat, leading to a drop of the generation time of 1 hour. While no mutation was found in the operon of evolved isolates, genome sequencing revealed non-synonymous point mutations in the gene focA coding for a bidirectional formate transporter carried in all isolates sequenced. Reverting the mutations led to a drop in the growth rate demonstrating the focA gene as principal target of continuous culture adaptation.

Significance

A member of the oxygen-tolerant subclass of complex FDH showed stable formate oxidation activity when expressed in the heterologous host E. coli, a model organism of biotechnology. The integration of the operon in the chromosome offers the possibility of structure/function studies and activity enhancements through in vivo mutagenesis, which can also be applied to CO2 reduction in appropriate selection hosts.

Introduction

Formate dehydrogenases (FDH), a diverse family of enzymes, catalyze the reversible conversion of formate to CO2, using the nicotinamide cofactors NAD(P)/NAD(P)H or other compounds as redox co-substrate [1]. Members of this family can be divided into metal-dependent and metal-independent FDHs. The latter are monomeric proteins that do not contain redox-active centers, they are oxygen-insensitive and depend on NADH as redox cofactor [2]. Due to their simple structures and complete O2 tolerance, metal-independent enzymes are the ones mostly used in biotechnological applications, notably for the regeneration of NADH, but also in the reductive direction in electrochemical [3] and photo-electrochemical processes [4]. By contrast, the metal-dependent enzymes contain either a molybdenum or a tungsten atom as part of a pyranopterin guanosine dinucleotide (PGD) cofactor, at least one Fe/S-center and have a complex quaternary structure [5]. Although most of these enzymes are oxygen sensitive, membrane bound and require electron donors/acceptors other than NAD(H), a few O2-tolerant, NAD(H)-dependent and soluble enzymes have been found among this class, notably from the metabolically versatile bacteria Cupriavidus necator N1 (CnFDH) [68] and Rhodobacter capsulatus (RcFDH). The cryo-EM structure of this latter enzyme was solved, providing first insights into their mechanism of catalysis [9].

Most FDHs preferentially catalyze the exergonic oxidation of formate to CO2. However, under appropriate thermodynamic conditions, they can reduce CO2 to formate [10], thus having the potential to become valuable catalysts in the circular carbon economy: the greenhouse gas CO2 is converted to value-added formate, that can be used as hydrogen storage material, as fuel in “Direct Formic Acid Fuel Cells” [11], as a versatile C1 synthon for chemical synthesis and as sustainable feedstock for the bioindustry [12,13]. The different FDH enzyme classes vary in this capacity [14], with the O2-sensitive metal-dependent dehydrogenases from anaerobic bacteria like Acetobacter woodii [15] being the most active (kcat > 500 sec-1), and the metal-independent dehydrogenases being the least active catalysts (kcat < 1 sec-1). While examples exist in the literature in which the activity of a metal-independent FDH was enhanced up to 3-fold by site directed mutagenesis [16], it can be assumed that the subclass of O2-tolerant, NAD- and metal-dependent enzymes have a higher potential to become the enzyme workhorses of CO2 reduction under aerobic conditions. The cytoplasmic FDH purified from Cupriavidus necator was shown to catalyze this reaction with a kcat = 11 sec-1 under anaerobic conditions [7]. However, enzyme purification was conducted under fully aerobic conditions demonstrating oxygen tolerance despite the presence of a molybdenum-containing CO2-formate redox active site and four [4Fe-4S] centers and one [2Fe-2S] center in the α-subunit (FdsA, 105 kDa), a FMN cofactor for NAD/NADH electron transfer and a [4Fe-4S] center in the β-subunit (FdsB, 55 kDa) and a [2Fe-2S] center in the γ-subunit (FdsG, 19 kDa).

While ex vivo structural and activity studies with complex FDHs have been conducted in recent years, studies of their activity in a cellular context are scarce. Recently, a Mo-dependent enzyme homologously expressed in Pseudomonas putida was shown to be active in a selective, formate-dependent context [17]. E. coli harbors three complex membrane associated formate dehydrogenases. They are functional under anaerobic growth conditions [18] and deliver electrons to a quinone acceptor (FDH-O and FDH-N), or for H2 production (FDH-H), but not for NAD-reduction. Therefore, formate does not function as source of reducing power in E. coli. In this report, we describe the cloning and heterologous plasmid-borne expression of the fdsGBACD operon coding for CnFDH in an E. coli MG1655 derived energy auxotrophic selection strain. We obtained expression-dependent aerobic growth on formate as sole source of energy and isolated faster growing strain descendants upon evolution in continuous culture harboring genetic background mutations. Sustained formate dependent growth was also obtained when the operon was inserted into the chromosome of an evolved isolate cured from the plasmid. Expression from one copy upon genomic integration stabilizes the construct and will enable long-term strain adaptation and evolution in chosen genetic backgrounds to ameliorate enzyme activity and tolerance to O2.

Results

Rescue of an energy auxotrophic E. coli strain through formate oxidation by FDH from C. necator

The soluble NAD- and Mo-dependent native formate dehydrogenase from C. necator is coded by the fdsGBACD operon, with the genes fdsGBA specifying the three enzyme subunits and the genes fdsCD specifying two chaperones shown to be essential for enzyme activity [19,20]. FdsD was recently shown to be part of the FdsGBAD heterotetrameric functional unit of the closely related FDH from Rhodobacter capsulatus [9]. The operon was amplified by PCR from chromosomal C. necator DNA and cloned into plasmid pTrc99a. We chose this vector for its strong inducible trc promoter assuring high operon expression. The resulting plasmid pTRC-CnFDH (pGEN1340) was introduced into an E. coli MG1655 strain deleted for the gene lpd coding for lipoamide dehydrogenase (strain G5416) yielding strain G5663 (for strain and plasmid description, refer to Table 1). This enzyme, a component of the pyruvate dehydrogenase and the 2-oxoglutarate dehydrogenase complexes, catalyzes electron transfer from the dihydrolipoamide carrier to NAD+, respectively. E. coli strains lacking lipoamide dehydrogenase activity require, when fed with acetate as sole carbon source, an energy source in addition for growth. In this context, NAD-dependent formate oxidation to CO2 can provide the necessary energy, as was shown for the monomeric NAD-dependent FDH of Pseudomonas sp.101 [21]. When the expression of the plasmid-borne C. necator fdsGBACD operon was induced by IPTG addition in the culture of strain G5663 [Δlpd pTRC-CnFDH], growth was obtained in mineral medium in the presence of formate (60 mM), acetate (20 mM) and pyruvate (20 mM) (Fig 1). In contrast, no growth was observed when formate was omitted in the culture medium or in the case the energy auxotroph did not harbor the plasmid pTRC-CnFDH (Fig 1), demonstrating that the C. necator NAD-dependent cytoplasmic formate dehydrogenase is functional when expressed in the E. coli host. As previously reported [21], we observed low growth yield on formate (60 mM) and acetate (20 mM) as sole carbon source, which was enhanced through pyruvate addition. Pyruvate when replacing acetate supported sustainable growth on formate as energy source. We speculated that the production of acetate through the action of pyruvate oxidase, catalyzing the oxidative decarboxylation of pyruvate to acetate [22,23] was responsible for this supporting effect. However, deletion of the gene poxB specifying the enzyme did only slightly affect growth, pyruvate still being a growth-enhancing factor (not shown). Acetate might be produced from pyruvate by an activity other than pyruvate oxidase, pyruvate formate lyase (Pfl) being a candidate, even so this enzyme is described inactive in the presence of oxygen. In addition, pyruvate might function as supplementary carbon source through gluconeogenesis and as precursor of several amino acids, while it cannot function as electron donor for growth.

thumbnail
Fig 1. Expression of C. necator NAD-dependent formate dehydrogenase allows E. coli NADH auxotroph strain Δlpd to use formate as energy source.

Strains G5416 (Δlpd) (broken line) and G5663 (Δlpd pTRC-CnFDH) (plain line) were grown at 30°C on mineral MS medium supplemented with the indicated compounds. Concentrations of formate, acetate and pyruvate were 60, 20 and 20 mM, respectively. Growth was recorded with a Bioscreen C plate reader, shown are the mean values of three measurements and the standard deviation.

https://doi.org/10.1371/journal.pone.0334613.g001

Acceleration of formate dependent growth in continuous culture

To accelerate formate-dependent growth, a cell population of NADH-requiring strain G5663 growing in selective medium (formate/acetate/pyruvate) in the presence of IPTG was subjected to a turbidostat in GM3 continuous culture automatons (see materials and methods). Two independent cultures (UOF1 and UOF2) were launched in parallel. Both cultures were characterized by a short adaptation phase during which the initial generation time dropped rapidly from around 4h40 to stabilize at 3h40. Growth of both cell populations continuously accelerated (Fig 2) until reaching a plateau with a generation time of 2h15 for both cultures, representing a diminution of about 1h25 as counted from the first stabilized plateau. Three isolates were obtained from each culture and formate dependence of growth verified. Isolate G5823 from UOF1 culture was cured from plasmid pTRC-CnFDH upon serial culture in selective medium supplemented with glucose. Plasmid loss was verified by sensitivity to ampicillin and the absence of PCR amplification of the fdsGBACD operon. The cured cells (strain G5876) lost their capacity to use formate as an energy source. Introducing plasmid pTRC-CnFDH in the cured cells restored growth on selective medium, showing that the dependency on FDH-catalyzed formate oxidation for energy and reducing power supply was maintained during strain evolution (Fig 3).

thumbnail
Fig 2. Growth acceleration of NADH auxotroph G5663 bacteria (Δlpd pTRC-CnFDH) in turbidostat.

Cells were grown in two independent cultures (UOF1 and UOF2) at 30°C in mineral MS medium supplemented with acetate (20 mM), pyruvate (20 mM) and formate (60 mM) in a GM3 device for 60 days. The time points of isolate samplings are indicated, corresponding to 230 generations in turbidostat for UOF1 and 380 generations in turbidostat for UOF2.

https://doi.org/10.1371/journal.pone.0334613.g002

thumbnail
Fig 3. Dependence of evolved isolate G5823 (turbidostat culture UOF1) on the presence of plasmid-borne C. necator FDH for growth on formate as energy source.

Strains G5823 (black line), G5876 (derivative of G5823 cured from the plasmid pTRC-CnFDH) (black broken line), and strain G6504 (derivative of G5876 transformed with plasmid pTRC-CnFDH) (yellow line) were grown at 30°C on mineral MS medium supplemented with formate (60 mM), acetate (20 mM) and pyruvate (20 mM). Growth was recorded with a Bioscreen C plate reader, shown are the mean values of three measurements and the standard deviation.

https://doi.org/10.1371/journal.pone.0334613.g003

To identify adaptive mutations entailing improved growth under selective conditions, we proceeded to whole genome Illumina sequencing of all six isolates and mapped the sequence reads onto the genome (chromosome and plasmid pTRC-CnFDH) of the ancestor strain (see materials and methods). The plasmid pTRC-CnFDH from all six isolates remained unchanged. Sequencing of the genomes of the isolates identified a total of nine point mutations, with eight genes harboring a non-synonymous mutation in their coding region and one mutation affecting an intergenic region (Supplementary information, S1 file). The only gene found to be affected in all isolates, albeit not carrying the same mutation, was focA coding for a bidirectional formate transporter, differing in the changed codon between isolates. Interestingly, one mutation (focA F7C) was fixed in isolates obtained from both evolved populations from UOF1 and UOF2 independent cultures. The pH-dependent channel FocA plays an important role in the regulation of intracellular formate concentration, notably during mixed-acid fermentation [24,25]. We tested the impact of focA mutations F7C (isolate G5823) and V97I (isolate G5848) on formate-dependent growth by exchanging the mutated with the wild type focA allele in the two isolates. Growth diminished significantly for both derived strains harboring wild type focA when grown in the formate/acetate/pyruvate test medium (Fig 4).

thumbnail
Fig 4. FocA wild type derivatives of evolved UOF strains show diminished growth on formate as energy source.

Evolved Δlpd strains G5823 (focA F7C, plain blue line) and G5848 (focA V97I, plain yellow line) and their focA wild type derivatives G6234 (broken blue line) and G6235 (broken yellow line), respectively, were grown in mineral MS medium supplemented with 20mM acetate 20 mM pyruvate 60 mM formate in a Bioscreen C plate reader in triplicate, shown are the mean values of three measurements and the standard deviation.

https://doi.org/10.1371/journal.pone.0334613.g004

FocA regulates formate concentration in the cytoplasm by favoring formate influx or efflux depending on medium pH and the growth phase of cultures in anaerobic environments. In E. coli, glucose fermentation in the absence of an electron acceptor generates formate among other acids [26]. Formate is produced from pyruvate cleavage catalyzed by pyruvate formate lyase (PflB), a radical glycine enzyme inactive in the presence of oxygen [27]. It has been found that PflB and FocA proteins interact, modulating the FocA channel activity [28]. In this line, it was shown that the genes focA and pflB, associated to the formate regulon in E. coli [29], are co-expressed. While pflB transcription occurs in aerobic conditions from an independent promoter, only very low FocA expression was documented for growth in the presence of oxygen [30]. Therefore, a possible functional presence of the FocA channel during UOF culture evolution under strict aerobic conditions needs to be rationalized. Transcription of the formate regulon is complex, involving general regulators like FhlA which in turn are synthesized upon formate accumulation in the cells [31]. We hypothesize that transcription of at least some of the genes of the regulon in aerobically growing cells in the presence of high formate (60 mM during evolution) takes place somehow analogous to the situation of anaerobic growth when formate accumulates from pyruvate cleavage, thus leading to FocA expression. In the UOF turbidostats, the population is constantly growing in the logarithmic phase (OD = 0.4) at a pH favoring FocA efflux activity (culture medium pH = 7.2). Possibly, the mutant variants which arose during evolution impact the fine-tuned regulation of the channel favoring influx or impeding efflux of formate as response to the pressure imposed by the selection. To obtain some experimental insights about the effect of the mutations, we conducted growth tests of glucose fermentation. Anaerobic growth on glucose is impeded by the formate analog hypophosphite, an inhibitor of PflB [32], which is known to enter the cells via FocA [33]. We compared the anaerobic growth on glucose of cured UOF isolates G5876 (UOF1, focA F7C) and G5873 (UOF2, focA V97I) with their respective focA wild type derivatives G6759 (UOF1) and G6760 (UOF2) with or without added hypophosphite. Also, the focA wild type control strain G5416 (Δlpd) and its derivatives carrying the focA mutations F7C (G6514) and V97I (G6515) were included in the experiment. As expected, the presence of hypophosphite lowered growth for all strains tested (Fig 5). No significant difference of hypophosphite impact between the non-evolved strains bearing either the wild type or a mutated focA allele was noted, suggesting an unaltered capacity of the mutated FocA variants to transport small anions into the cells. However, for the evolved strains, the presence of the mutated focA allele entailed a higher hypophosphite toxicity – and thus a higher influx of formate in the cells – with respect to the wild type, notably in case of allele F7C (Fig 5). As FocA is a bidirectional transporter, we also tested whether formate efflux was affected by the mutations by measuring the formate accumulation in the growth medium during fermentative proliferation under anaerobic conditions on glucose. As shown in Fig 6, formate secretion from the evolved strains G5873 and G5876 harboring focA mutation F7C and V97I, respectively, was comparable to the secretion by their derivatives G6759 and G6760, which harbor wild type focA. The control strain MG1655, the non-evolved Δlpd strain G5416, and its derivatives G6514 (Δlpd focA V97I) and G6515 (Δlpd focA F7C), however, secreted around 70% more formate after 8 hours of growth. Presumably, continuous culture adaptation, independent of the FocA mutations, led to higher formate availability in the cells through lowered secretion. Together with the results from the hypophosphite inhibition experiment, a complex picture of the impact of the focA mutations selected during evolution under aerobic conditions is drawn. FocA is usually not or only marginally expressed in this condition, interactions between PflB or other cell components described for anaerobic growth could impact FocA mediated aerobic formate channeling in an unexplored way. A deeper analysis, involving structure-function assays, seems necessary to understand the mechanism of the transporter operating in the presence of oxygen and with a high external formate supply.

thumbnail
Fig 5. Hypophosphite toxicity for evolved and non-evolved energy auxotrophic selection strains.

Non-evolved Δlpd control strain G5416 and its focA mutated derivatives G6514 (focA V97I) and G6515 (focA F7C), the evolved derivatives G5876 (culture UOF1) and G5873 (culture UOF2) and their focA wild type descendants G6759 and G6760, respectively were grown in anaerobic conditions on mineral glucose medium with or without 10 mM hypophosphite. After the indicated hours of fermentative growth, OD600nm was determined and hypophosphite-induced growth inhibition calculated. Shown are the mean values of three independent experiments and the standard deviation.

https://doi.org/10.1371/journal.pone.0334613.g005

thumbnail
Fig 6. Formate secretion during anaerobic growth on glucose is lower for evolved UOF strain derivatives.

Control strain MG1655, its non-evolved Δlpd derivatives expressing wild type or mutant gene focA (orange bars) and UOF-derived Δlpd strains harboring wild type or mutant gene focA (blue bars) were grown in anaerobic conditions on mineral glucose medium. After 8 hours of fermentative growth, formate concentrations in the growth media were measured by an enzymatic assay and the value normalized for cell density. Shown are the mean values of three independent experiments and the standard deviation.

https://doi.org/10.1371/journal.pone.0334613.g006

To test whether the growth rate enhancement effect of the UOF-background was somehow related to the activity of the C. necator FDH, we transformed the cured strain G5876 with a pZE21-derived plasmid (referred herein as pZE, see materials and methods) for constitutive expression containing the gene for formate dehydrogenase of Thiobacillus sp. KNK65MA (pGEN1395) [34] and compared its growth on formate as sole energy source with the unevolved strain G6272, also harboring the same plasmid. In contrast to the C. necator enzyme, the enzyme of Thiobacillus is monomeric not involving metal centers. Fig 7 shows that the evolved background, as was the case for the C. necator FDH, had an enhancing effect on growth under selective conditions when this enzyme was expressed.

thumbnail
Fig 7. Influence of the genetic background on FDH-dependent growth.

Formate-complemented growth of Δlpd strains expressing C. necator or Thiobacillus sp. formate dehydrogenase was compared in unevolved genetic background of strain G5416 (broken line) and evolved genetic background of strain G5876 (cured derivative of UOF1 isolate G5823) (plain line). Growth of strains G6114 and G6217, derivatives of strain G5416 harboring plasmid pZE::CnFDH (blue broken line) or pZE::TsFDH (purple broken line), respectively, was compared with strains G6280 and G6272, derivatives of strain G5876 likewise harboring plasmids pZE::CnFDH (pGEN1393, blue line) or pZE::TsFDH (pGEN1395, purple line), respectively. Lack of growth of plasmid-free strains G5416 and G5876 (grey lines) demonstrate the dependence on heterologous FDH activity for cell proliferation under selective conditions. Bacteria were grown on mineral MS medium supplemented with formate (60 mM) acetate (20 mM) and pyruvate (20 mM) at 30°C in a Bioscreen C plate reader, shown are the mean values of three measurements and the standard deviation.

https://doi.org/10.1371/journal.pone.0334613.g007

We measured formate dehydrogenase activity in cell lysates of the four FDH expressing strains compared in Fig 7. A net increase in activity was observed for both enzymes when expressed from the evolved background, as compared with the non-evolved strains (Fig 8), with a greater gain for the FDH of C. necator (10-fold) than for the FDH of Thiobacillus (2-fold). Given that the FDH expressing pZE plasmids were not present in the cells during continuous culture adaptation, the activity gain seems to be due to enhanced expression and/or stability of the heterologous proteins. Moreover, lysates of the strains containing the FDH from Thiobacillus yielded higher specific activity than those containing the C. necator FDH. This higher activity might also reflect an incomplete maturation of CnFDH, as observed for metal-dependent heterologous enzymes expressed in E. coli [35]. No maturation is necessary for the Thiobacillus FDH. While these data are qualitatively in accordance with the growth measurements of Fig 7, the growth differences do not reflect the high enzyme activity variations. Possibly, other factors, like formate availability in the cells, play a role in determining the growth rates.

thumbnail
Fig 8. Formate oxidation by heterologous formate dehydrogenases in cell lysates obtained from an evolved Δlpd strain (blue bars) is higher than obtained from a non-evolved Δlpd strain background (orange bars).

Cell lysates were prepared from control strains G5416 and G5876 grown in mineral MS medium supplemented with 0,2% glucose and acetate (20 mM) and from strains G6114, G6217, G6280 and G6272 grown in mineral MS medium supplemented with acetate (20 mM), pyruvate (20 mM) and formate (60 mM). Strains G6114 and G6217 were constructed from the MG1655 derived Δlpd strain G5416 through transformation of plasmid pGEN1393 (pZE::CnFDH) and pGEN1395 (pZE::TsFDH), respectively (orange bars). Strains G6280 and G6272 were derived from the cured UOF1 isolate G5876 through transformation of plasmid pGEN1393 and pGEN1395, respectively (blue bars). Formate dehydrogenase specific activity of the lysates were determined.

https://doi.org/10.1371/journal.pone.0334613.g008

Chromosomal integration of the complex FDH

To create a platform of stable C. necator FDH expression in E. coli enabling in vivo structure/function studies and the evolution of activity in continuous culture, we integrated the fdsGBACD operon in the IS10 insertion site of E. coli strain G5876 behind a strong promoter and an RBS following a described protocol [36,37] (see materials and methods for details). We used the evolved and plasmid-cured energy auxotrophic strain G5876 originating from culture UOF1 for chromosomal integration to favor our chances to obtain growth on formate. Formate-dependent growth was observed for the resulting strain G6435 and the essential implication of the integrated FDH operon demonstrated by CRISPR interference [38]. This method is based on the concomitant expression of a catalytically inactive dCas9 protein and a guide RNA targeting the gene or the operon to be silenced. The inactive dCas9 protein binds – guided by the gRNA - to the promoter or a gene locus near the N-terminus thus interfering with initiation or elongation of DNA transcription by the RNA polymerase. Fig 9 shows the results for the C. necator fdsGBACD operon silenced with three different gRNAs specific for the operon (see materials and methods). Overnight culture samples were serially diluted and dotted on permissive or test plates containing or not the dCas9 expression inducer anhydrotetracycline. Slight growth inhibition was noticed on permissive medium in the presence of the inducer, suggesting residual DNA cleavage activity of dCas9 independent of the presence of a gRNA. On test medium without inducer of dCas9 expression, growth of control cells was observed. Expression of a specific gRNA strongly impeded cell growth under these conditions, demonstrating loss of growth on formate through silencing of the formate dehydrogenase. In the presence of the inducer, virtually no growth was observed, reflecting the deleterious effect of residual dCas9 activity on the Δlpd strains due to their attenuated growth on the test medium.

thumbnail
Fig 9. dCas9 silencing of C. necator fdsGBACD operon inserted in the chromosome of E. coli Δlpd strain.

Cells of strain G6435 (Δlpd IS10::fdsGBACD C.n.) were grown overnight in permissive medium (MS glucose 0.2% acetate 20 mM), then serially diluted and dotted on semi-solid permissive or test medium (MS formate 60mM acetate 20mM pyruvate 20mM) containing or not the dCas9 inducer anhydrotetracycline (aTc) as indicated. Plates were incubated at 30°C for a maximum of seven days Results are shown for G6435 cells harboring the empty plasmid pFD152 as control, and G6435 cells expressing one of three different gRNAs cloned in pFD152.

https://doi.org/10.1371/journal.pone.0334613.g009

Strain G6435 (Table 1) grew with a generation time of 3h30 in the formate/acetate/pyruvate test medium. As expected, induced FDH expression from the multicopy-plasmid pTrc99a supported faster growth on formate (Tgen = 1h30) than expression from the single chromosomal copy integrated in strain G6435 (Fig 10).

thumbnail
Fig 10. Impact of FDH expression context on growth.

Growth of the UOF1 isolate G5823, which harbors plasmid pTRC-CnFDH (black line) was compared with growth of G5823 descendant strain G6435 containing of C. necator FDH operon fdsGBACD on the chromosome (yellow line). Bacteria were grown on mineral MS medium supplemented with formate (60 mM), acetate (20 mM) and pyruvate (20 mM) at 30°C in a Bioscreen C plate reader, shown are the mean values of three measurements and the standard deviation.

https://doi.org/10.1371/journal.pone.0334613.g010

We conducted quantitative PCR to measure the transcript levels of the C. necator FDH genes fdsG, fdsA and fdsD expressed in three different strains to evaluate the impact of the genetic background and the expression format (Table 2) on transcription of the CnFDH subunits. As expected, in strain G5663 (unevolved background, expression from pGEN1340) as well as in strains G5823 (evolved background, expression from pGEN1340) and G6435 (evolved background, expression from the chromosome), transcript levels for the three subunits declined with increasing distance from the promoter, reflecting lower processivity of the RNA polymerase towards the 3’ end of the polycistronic template [39]. Inter-strain comparisons revealed a higher transcript level for the three plasmid-borne fds genes expressed in the non-evolved cells as compared with the evolved cells. At first sight, this finding is in contradiction to comparative growth (Fig 7) and enzyme activity (Fig 8) results pointing to higher formate oxidation activity in the evolved background. Possibly, the adaptation leading to higher enzyme activity concerned mostly cofactor maturation and eventually the correct folding and higher oxygen tolerance of this metal-dependent protein, rather than transcription efficiency. The fact that the transcript level of the fdsD gene coding for a chaperone activity was higher in the chromosomal expression context could argue in this sense.

thumbnail
Table 2. Comparison of the transcriptional levels of the genes fdsG, fdsA and fdsD by quantitative PCR.

https://doi.org/10.1371/journal.pone.0334613.t002

Conclusion

Complex metal- and NAD-dependent formate dehydrogenases have been identified and studied in recent years. Purification and in vitro activity tests under oxic conditions demonstrated oxygen resistance of these enzymes [6,7].

In this study we addressed the question whether such a dehydrogenase could stably function in vivo under aerobic conditions. An energy auxotrophic E. coli strain was used as test system to validate FDH activity for formate oxidation to generate NADH necessary for cell growth [21]. The soluble formate dehydrogenase from C. necator expressed from plasmids or from the chromosome supported stable formate-dependent growth in the presence of O2. The plasmid-bearing strain was evolved in continuous culture for faster growth for up to 400 generations, without loss of the selective formate/FDH dependency of the populations. Genomic sequencing revealed adaptive mutations in the genetic background of evolved isolates, while the sequence of the heterologous FDH operon remained unchanged. Mutations in the gene focA coding for a bidirectional formate transporter found in all isolates analyzed pointed to formate availability in the cells as limiting factor. The strong increase of FDH activity in cell lysates from evolved cells as compared to unevolved cells, also argues in favor of growth limitation due to FDH substrate shortage. The fact that non-synonymous mutations in the focA locus appeared during evolution and were fixed in both cultures is a clear sign of the significance of the transporter for formate dependent growth of the selection strain. This is further corroborated by the diminished growth rate observed for evolved strains harboring the wild type gene upon allelic exchange. Results from hypophosphite uptake and formate secretion assays conducted under anaerobic conditions demonstrated an intricate interplay between the impact of the mutations and the evolved strain background. The presence of a mutant focA allele slightly enhanced formate uptake in the evolved strains, but not in the non-evolved. By contrast, while no impact of the focA mutations on formate secretion was detectable, secretion was diminished for all evolved strains tested with respect to the non-evolved counterparts. The marked difference in formate secretion during anoxic growth between evolved and non-evolved strains, independent of the FocA version present, cannot easily be attributed to any of the other gene mutations on the grounds of the annotated activity of the respective gene product. Given that the strain evolution was conducted under aerobic conditions, the effect of the mutations on growth might be related to the presence of oxygen. While the results of the anaerobic assays point to a higher availability of formate in the evolved strains, they call for further experiments, among them intracellular dosage of formate and systematic reversions of the mutations, for a better understanding of the effects of the focA mutations.

The CnFDH chromosomal insertion construct is of special interest as it provides a stable expression platform not only for continuous culture evolution, but also for in vivo site directed or targeted random mutagenesis. In recent years, methods were developed to enable mutagenesis and selection in the same cellular background. Key residues directly involved in the catalytic activity could be identified giving insights into structure/function relationships of these complex enzymes by in vivo activity screens avoiding protein overexpression and purification.

As a further perspective, FDH activities could be enhanced for the reductive reaction, using recently constructed formate dependent E. coli strains as selection chassis [40,41]. Efficient enzymatic CO2 reduction to formate can be envisioned as an entry point for CO2 assimilation for biomass production engineered in initially heterotrophic model strains like E. coli. The metal- and NAD-dependent formate dehydrogenases, characterized by their oxygen tolerance and a CO2 reduction activity up to 20-fold higher as compared to non-metal FDHs, are promising candidates for the implementation of synthetic autotrophic growth modes.

Materials and methods

FDH plasmid constructions

The plasmids used and constructed in this study are listed in Table 1. The fdsGBACD operon (gene IDs 10917038–10917042) coding for the soluble Mo-dependent formate dehydrogenase of Cupriavidus necator N1 DSM 13513 (CnFDH) was PCR amplified from genomic DNA using oligonucleotide primers 6125 and 6126 (see table below for oligonucleotide primers used for cloning). Plasmid pTrc99a was PCR amplified using overlapping primers 6123 and 6124. Both amplification products were gel purified and used to assemble plasmid pGEN1340 employing the HiFi DNA Assembly Cloning Kit (New England Biolabs) for Gibson cloning. To assemble integrative plasmid pGEN1378, the fdsGBACD operon was PCR amplified from genomic Cupriavidus necator N1 DNA using oligonucleotide primers 6190 and 6191. Two sub-fragments of plasmid pKI_IS10 (gift of S. Wenk [36]) were PCR amplified using primer pairs 6212/6211 and 6256/6255, respectively. Together with the CnFDH amplification product, a tripartite assembly of gel purified PCR amplification products was conducted using the HiFi DNA Assembly Cloning Kit. Cloning was performed in E. coli DH5α λpir cells. CnFDH was also cloned into the pZE21-derived plasmid pFDH (gift from Ron Milo, Addgene 131706). Primers used for PCR amplification were 6316 and 6317 (pFDH backbone) and 6306 and 6307 (CnFDH) and the amplification products assembled following the CPEC protocol [42]. A version optimized for E. coli codon usage of the gene coding for formate dehydrogenase from Thiobacillus sp. (AB106890) was synthetized by Twist Biosciences, California and cloned into plasmid pFDH using the CPEC protocol [42]. Primers used for PCR amplification and CPEC assembly were 6304 and 6305 (pFDH backbone) and 6318 and 6319 (Thiobacillus sp FDH).

Strain constructions

The strains used or constructed in this study were all derivatives of the wild type E. coli K12 strain MG1655. Their relevant genotypes and filiations are listed in Table 1. The desired genetic contexts were obtained by phage P1-mediated transductions of gene knockouts substituted by antibiotic resistance cassettes according to the method of [43]. Genes of interest were mobilized in the desired recipient cells by co-transduction with closely linked kanamycin markers originating from the Keio E. coli knockout collection [44]. Resistance cassettes were removed by FLP-recombinase reaction after transformation with the plasmid pCP20. The fdsGBACD operon flanked in 3’ by a strong promoter derived from the E. coli pgi-promoter (pgi#20) [37] and an RBS was inserted in the chromosomal IS10 site of MG1655 by recombination with plasmid pKI_IS10_CnFDH [36]. The plasmid was transformed into the E. coli pir+ donor strain ST18 [45] and transferred into recipient strain MG1655 by conjugation. Plasmid integration and subsequent removal of the plasmid backbone were selected as described [36]. The fdsGBACD operon was PCR amplified and correct integration verified by sequencing.

Continuous culture

Evolution experiments in continuous culture were carried out using GM3 fluidic self-cleaning cultivation devices. This device automatically dilutes growing cell suspensions with nutrient medium by keeping the culture volume constant. A continuous gas flow of controlled composition through the culture vessel ensures constant aeration and counteracts cell sedimentation. Twin culture vessels connected with silicone tubing enable the periodical transfer of the evolving culture between vessels and their cleaning upon rinsing with a 5N NaOH solution to remove biofilms [46].

To evolve G5663 cells to faster growth on formate as energy source, a turbidostat regime was programmed. This cultivation regime enables the selection of optimized growth in permissive conditions. Every 10 min, the optical density of the culture is automatically measured and compared to a fixed threshold (OD600nm value of 0.4). When the measured OD600nm exceeds the threshold, a pulse of fresh nutrient medium is injected into the culture and the same volume of used culture discarded. The dilutions ensure that the biomass in the vessel remains constant and that the bacteria grow at their maximal growth rate. A preculture of G5663 cells was grown in minimal saline medium MS supplemented with formate (60 mM) acetate (20 mM) pyruvate (20 mM) medium and IPTG (100 µM) at 30°C to an OD600nm of 0,8 and used to inoculate two independent GM3 culture vessels (UOF1 and UOF2) with the same medium composition. Samples of the growing cultures were taken once a week and kept at −80°C. Growth was stopped after 230 (UOF1) and 380 (UOF2) generations and culture samples plated on semisolid MS formate acetate pyruvate medium to obtain isolates from colonies for further analysis.

Bacterial growth assays

A Microbiology Reader Bioscreen C apparatus (Thermo Fisher Scientific) was used for growth curve recordings under aerobic conditions. It consists of a thermostatic incubator and a culture growth monitoring device (OD reader). Overnight bacterial cultures were washed once in MS medium and diluted 100-fold in the respective growth medium; 200 µl aliquots of the cell suspensions were distributed into honeycomb 100-wells plates. Each experiment was performed in triplicate. The plates were incubated at 30° or 37°C under continuous agitation. Bacterial growth was followed by recording optical densities at 600 nm every 15 minutes during the indicated time.

Anaerobic assays

For tests under anaerobic conditions, cells were grown on glucose (20 g/L) in MM E. coli anaerobic medium [47] without nitrate and yeast extract in Wheaton serum glass bottles (Sigma). Tests to determine sensitivity of strains for the formate analog hypophosphite were conducted by growing the cells at 30°C under anaerobic conditions in MM medium in the presence or absence of 10 mM Na-hypophosphite.

The formate concentrations in samples from anaerobically grown cultures were determined by an enzymatic assay. The reaction took place in 100 µL of 0.1 M phosphate buffer, pH 7.4, containing 5 mM of NAD+ and 80 mU of the formate dehydrogenase from Candida boidinii (Sigma). After 2 hours of incubation at 30°C, the NADH absorbance was measured spectrophotometrically at 340nm (Spectramax Plus, Molecular Device) and formate concentration calculated using a calibration curve obtained for the same conditions of reaction (formate concentration range: 0; 0.5; 1.5; 2 mM).

Whole genome sequencing and mutation analysis

Pair-end libraries (2x150 bp) were prepared from 1 µg of genomic DNA of the evolved isolates and sequenced using a MiSeq sequencer (Illumina). High-throughput sequencing data were analyzed using the PALOMA bioinformatic pipeline implemented in the MicroScope platform [48] (https://mage.genoscope.cns.fr/microscope/home/). In a first step, reads were mapped onto the E. coli MG1655 reference (NC_000913.3) using the SSAHA2 package (v.2.5.1). Only unique matches having an alignment score equal to at least half of their length were retained as seeds for full Smith-Waterman realignment [49] with a region extended on both sides by five nucleotides of the reference genome. All computed alignments then were screened for discrepancies between read and reference sequences and a score based on coverage, allele frequency, quality of bases, and strand bias was computed for each detected event to assess its relevance. The mutations (single nucleotide variations and short insertions or deletions) with a score superior to 0.8 with at least five supporting reads were retained.

Gene silencing

Gene silencing was performed using CRISPRi method [38]. Specific gRNAs were cloned into plasmid pFD152 (gift from Solange Miele) harboring the inducible gene coding for dCas9 and a gRNA cloning sites. Three gRNAs (gRNA1: GGCGCCACGTGGTACAGGTC, gRNA2: AGGTGCATGGCGTGATCACC, gRNA3: AAGCGCTGGCCGAGCATGCG) were cloned into plasmid pFD152 using Golden Gate technique (Bsa I) and tested for silencing of the fdsGBACD operon. Plasmids expressing a specific gRNA were transformed into the strain G6435 and serial dilutions of overnight cultures were dotted on large Petri dishes in permissive and test conditions with and without induction of dCas9 by 0.5 µg/ml anhydrotetracycline and incubated for 2–7 days at 30°C.

Expression analysis by reverse transcriptase quantitative PCR (RT-qPCR)

The mRNA levels of fdsA, fdsG and fdsD genes were determined by RT-qPCR with panB as internal standard for expression normalization. Cultures were perfomed in MS mineral medium supplemented with acetate 20 mM, pyruvate 20 mM, formate 60 mM and IPTG 0.1 mM if necessary. Cells were harvested in exponential phase (OD600nm 0.5–0.6). Total RNA was extracted using the RNeasy Mini Kit (Qiagen, Hilden, Germany) following the manufacturer’s instructions. In summary, 2 volumes of RNAprotect Bacteria Reagent (Qiagen, Hilden, Germany) are added to one volume of bacterial culture. After pelleting the cells, RNA extraction was performed and RNA treated with DNase I (NEB). The quality of the extraction was verified by agarose gel electrophoresis. cDNA were generated through reverse transcription using High capacity cDNA Reverse transcription kit (Applied Biosystems) and their concentrations were determined using Qubit™ ssDNA Assay Kit (Invitrogen). Quantitative real-time PCR experiments were performed for two technical replicates, each analyzed for four template dilutions using the KAPA SYBR FAST kit (Roche). Primer pairs used for amplification of genes fdsA, fdsG and fdsD and panB are listed in the table below:

Determination of formate dehydrogenase specific activity in cell lysates

Small volume precultures of Δlpd strains expressing or not a heterologous formate dehydrogenase from a pZE-plasmid were prepared in permissive MS glucose 0.2% formate (60 mM) acetate (20 mM) pyruvate (20 mM) medium supplemented with spectinomycin when needed (100 mg/L) at 30°C and used to inoculate either 500 ml of selective MS formate (60 mM) acetate (20 mM) pyruvate (20 mM) medium or 500 mL permissive medium (control strains without plasmid). Cultures grew to an OD600nm between 0.8 and 1.0. They were centrifuged and the cell pellet suspended in 5 ml of lysis buffer (100 mM TRIS pH 7.0, 10 mM KNO3, 1 mM dithiothreitol, 0.1 mM pefablock and 10% glycerol) and sonicated using an Ultrasonic processor. After centrifugation, total protein content of the clarified extract was measured using the Bradford method (Bio-Rad protein assay dye) in the clarified cell extract, and formate dehydrogenase specific activity determined. Activity assays were performed in 120 µL of activity buffer (100 mM TRIS pH 9.0, 100 mM formate) containing 5 mM of NAD+ and the reaction was initiated by addition of various volumes of cell lysate. Variation of absorbance was recorded spectrophotometrically at 340nm (Safas UV mc2 double beam spectrophotometer) and initial rate of NADH production was determined using a molar extinction coefficient of 6220 M-1 cm-1 and residual NADH formation in the absence of formate subtracted.

Supporting information

S1 File. Mutations fixed in the evolved strains.

https://doi.org/10.1371/journal.pone.0334613.s001

(DOCX)

References

  1. 1. Ferry JG. Formate dehydrogenase. FEMS Microbiol Rev. 1990;7(3–4):377–82. pmid:2094290
  2. 2. Popov VO, Lamzin VS. NAD(+)-dependent formate dehydrogenase. Biochem J. 1994;301 ( Pt 3)(Pt 3):625–43. pmid:8053888
  3. 3. Zhang L, Liu J, Ong J, Li SFY. Specific and sustainable bioelectro-reduction of carbon dioxide to formate on a novel enzymatic cathode. Chemosphere. 2016;162:228–34. pmid:27501309
  4. 4. Son EJ, Ko JW, Kuk SK, Choe H, Lee S, Kim JH, et al. Sunlight-assisted, biocatalytic formate synthesis from CO2 and water using silicon-based photoelectrochemical cells. Chem Commun (Camb). 2016;52(62):9723–6. pmid:27411734
  5. 5. Maia LB, Moura I, Moura JJG. Molybdenum and tungsten-containing formate dehydrogenases: aiming to inspire a catalyst for carbon dioxide utilization. Inorganica Chimica Acta. 2017;455:350–63.
  6. 6. Friedebold J, Bowien B. Physiological and biochemical characterization of the soluble formate dehydrogenase, a molybdoenzyme from Alcaligenes eutrophus. J Bacteriol. 1993;175(15):4719–28. pmid:8335630
  7. 7. Yu X, Niks D, Mulchandani A, Hille R. Efficient reduction of CO2 by the molybdenum-containing formate dehydrogenase from Cupriavidus necator (Ralstonia eutropha). J Biol Chem. 2017;292(41):16872–9. pmid:28784661
  8. 8. Yu X, Niks D, Ge X, Liu H, Hille R, Mulchandani A. Synthesis of formate from CO2 gas catalyzed by an O2-tolerant NAD-dependent formate dehydrogenase and glucose dehydrogenase. Biochemistry. 2019;58(14):1861–8. pmid:30839197
  9. 9. Radon C, Mittelstädt G, Duffus BR, Bürger J, Hartmann T, Mielke T, et al. Cryo-EM structures reveal intricate Fe-S cluster arrangement and charging in Rhodobacter capsulatus formate dehydrogenase. Nat Commun. 2020;11(1):1912. pmid:32313256
  10. 10. Amao Y. Formate dehydrogenase for CO2 utilization and its application. J CO2 Util. 2018;26:623–41.
  11. 11. Ma Z, Legrand U, Pahija E, Tavares JR, Boffito DC. From CO2 to formic acid fuel cells. Ind Eng Chem Res. 2020;60(2):803–15.
  12. 12. Yishai O, Lindner SN, Gonzalez de la Cruz J, Tenenboim H, Bar-Even A. The formate bio-economy. Curr Opin Chem Biol. 2016;35:1–9. pmid:27459678
  13. 13. Yishai O, Goldbach L, Tenenboim H, Lindner SN, Bar-Even A. Engineered assimilation of exogenous and endogenous formate in Escherichia coli. ACS Synth Biol. 2017;6(9):1722–31. pmid:28558223
  14. 14. Nielsen CF, Lange L, Meyer AS. Classification and enzyme kinetics of formate dehydrogenases for biomanufacturing via CO2 utilization. Biotechnol Adv. 2019;37(7):107408. pmid:31200015
  15. 15. Schuchmann K, Müller V. Direct and reversible hydrogenation of CO2 to formate by a bacterial carbon dioxide reductase. Science. 2013;342(6164):1382–5. pmid:24337298
  16. 16. Çakar MM, Ruupunen J, Mangas-Sanchez J, Birmingham WR, Yildirim D, Turunen O, et al. Engineered formate dehydrogenase from Chaetomium thermophilum, a promising enzymatic solution for biotechnical CO2 fixation. Biotechnol Lett. 2020;42(11):2251–62. pmid:32557118
  17. 17. Bruinsma L, Wenk S, Claassens NJ, Martins Dos Santos VAP. Paving the way for synthetic C1 - Metabolism in Pseudomonas putida through the reductive glycine pathway. Metab Eng. 2023;76:215–24. pmid:36804222
  18. 18. Sawers G. The hydrogenases and formate dehydrogenases of Escherichia coli. Antonie Van Leeuwenhoek. 1994;66(1–3):57–88. pmid:7747941
  19. 19. Oh JI, Bowien B. Structural analysis of the fds operon encoding the NAD+-linked formate dehydrogenase of Ralstonia eutropha. J Biol Chem. 1998;273(41):26349–60. pmid:9756865
  20. 20. Hille R, Hall J, Basu P. The mononuclear molybdenum enzymes. Chem Rev. 2014;114(7):3963–4038. pmid:24467397
  21. 21. Wenk S, Schann K, He H, Rainaldi V, Kim S, Lindner SN, et al. An “energy-auxotroph” Escherichia coli provides an in vivo platform for assessing NADH regeneration systems. Biotechnol Bioeng. 2020;117(11):3422–34. pmid:32658302
  22. 22. Gennis RB, Hager LP. Pyruvate oxidase. In: The enzymes of bioligical membranes. Springer US; 1976. p. 493–504.
  23. 23. Abdel-Hamid AM, Attwood MM, Guest JR. Pyruvate oxidase contributes to the aerobic growth efficiency of Escherichia coli. Microbiology (Reading). 2001;147(Pt 6):1483–98. pmid:11390679
  24. 24. Kammel M, Pinske C, Sawers RG. FocA and its central role in fine-tuning pH homeostasis of enterobacterial formate metabolism. Microbiology (Reading). 2022;168(10):10.1099/mic.0.001253. pmid:36197793
  25. 25. Peters K, Sargent F. Formate hydrogenlyase, formic acid translocation and hydrogen production: dynamic membrane biology during fermentation. Biochim Biophys Acta Bioenerg. 2023;1864(1):148919. pmid:36152681
  26. 26. Clark DP. The fermentation pathways of Escherichia coli. FEMS Microbiol Rev. 1989;5(3):223–34. pmid:2698228
  27. 27. Sawers G, Watson G. A glycyl radical solution: oxygen-dependent interconversion of pyruvate formate-lyase. Mol Microbiol. 1998;29(4):945–54. pmid:9767563
  28. 28. Kammel M, Hunger D, Sawers RG. The soluble cytoplasmic N-terminal domain of the FocA channel gates bidirectional formate translocation. Mol Microbiol. 2021;115(4):758–73. pmid:33169422
  29. 29. Rossmann R, Sawers G, Böck A. Mechanism of regulation of the formate-hydrogenlyase pathway by oxygen, nitrate, and pH: definition of the formate regulon. Mol Microbiol. 1991;5(11):2807–14. pmid:1779767
  30. 30. Sawers G, Böck A. Novel transcriptional control of the pyruvate formate-lyase gene: upstream regulatory sequences and multiple promoters regulate anaerobic expression. J Bacteriol. 1989;171(5):2485–98. pmid:2651404
  31. 31. Hopper S, Böck A. Effector-mediated stimulation of ATPase activity by the sigma 54-dependent transcriptional activator FHLA from Escherichia coli. J Bacteriol. 1995;177(10):2798–803. pmid:7751289
  32. 32. Plaga W, Frank R, Knappe J. Catalytic-site mapping of pyruvate formate lyase. Hypophosphite reaction on the acetyl-enzyme intermediate affords carbon-phosphorus bond synthesis (1-hydroxyethylphosphonate). Eur J Biochem. 1988;178(2):445–50. pmid:3061816
  33. 33. Suppmann B, Sawers G. Isolation and characterization of hypophosphite--resistant mutants of Escherichia coli: identification of the FocA protein, encoded by the pfl operon, as a putative formate transporter. Mol Microbiol. 1994;11(5):965–82. pmid:8022272
  34. 34. Nanba H, Takaoka Y, Hasegawa J. Purification and characterization of an alpha-haloketone-resistant formate dehydrogenase from Thiobacillus sp. strain KNK65MA, and cloning of the gene. Biosci Biotechnol Biochem. 2003;67(10):2145–53. pmid:14586102
  35. 35. Hartmann T, Leimkühler S. The oxygen-tolerant and NAD -dependent formate dehydrogenase from Rhodobacter capsulatus is able to catalyse the reduction od CO2 to formate. 2013. https://doi.org/10/1111/febs.12528 24034888
  36. 36. Wenk S, Yishai O, Lindner SN, Bar-Even A. An engineering approach for rewiring microbial metabolism. Methods Enzymol. 2018;608:329–67. pmid:30173769
  37. 37. Braatsch S, Helmark S, Kranz H, Koebmann B, Jensen PR. Escherichia coli strains with promoter libraries constructed by Red/ET recombination pave the way for transcriptional fine-tuning. Biotechniques. 2008;45(3):335–7. pmid:18778259
  38. 38. Depardieu F, Bikard D. Gene silencing with CRISPRi in bacteria and optimization of dCas9 expression levels. Methods. 2020;172:61–75. pmid:31377338
  39. 39. Wang Y, Yue X-J, Yuan S-F, Hong Y, Hu W-F, Li Y-Z. Internal promoters and their effects on the transcription of operon genes for epothilone production in Myxococcus xanthus. Front Bioeng Biotechnol. 2021;9:758561. pmid:34778232
  40. 40. Kim S, Lindner SN, Aslan S, Yishai O, Wenk S, Schann K, et al. Growth of E. coli on formate and methanol via the reductive glycine pathway. Nat Chem Biol. 2020;16(5):538–45. pmid:32042198
  41. 41. Delmas VA, Perchat N, Monet O, Fouré M, Darii E, Roche D, et al. Genetic and biocatalytic basis of formate dependent growth of Escherichia coli strains evolved in continuous culture. Metab Eng. 2022;72:200–14. pmid:35341982
  42. 42. Quan J, Tian J. Circular polymerase extension cloning for high-throughput cloning of complex and combinatorial DNA libraries. Nat Protoc. 2011;6(2):242–51. pmid:21293463
  43. 43. Miller JH. Experiments in molecular genetics. Cold Spring Harbor, NY: Cold Spring Harbor Laboratory Press; 1972.
  44. 44. Baba T, Ara T, Hasegawa M, Takai Y, Okumura Y, Baba M, et al. Construction of Escherichia coli K-12 in-frame, single-gene knockout mutants: the Keio collection. Mol Syst Biol. 2006;2:2006.0008. pmid:16738554
  45. 45. Jackson SA, Fellows BJ, Fineran PC. Complete genome sequences of the Escherichia coli donor strains ST18 and MFDpir. Microbiol Resour Announc. 2020;9(45):e01014-20. pmid:33154010
  46. 46. Mutzel R, Marliere P. Method and device for selecting accelerated proliferation of living cells in suspension. Patent WO2000034433 A1. 2000. https://doi.org/WO2000034433A1
  47. 47. Meynial-Salles I, Soucaille P. Creation of new metabolic pathways or improvement of existing metabolic enzymes by in vivo evolution in Escherichia coli. Methods Mol Biol. 2012;834:75–86. pmid:22144354
  48. 48. Vallenet D, Calteau A, Dubois M, Amours P, Bazin A, Beuvin M, et al. MicroScope: an integrated platform for the annotation and exploration of microbial gene functions through genomic, pangenomic and metabolic comparative analysis. Nucleic Acids Res. 2020;48(D1):D579–89. pmid:31647104
  49. 49. Smith TF, Waterman MS. Identification of common molecular subsequences. J Mol Biol. 1981;147(1):195–7. pmid:7265238