Abstract
The energetic requirements for biological nitrogen fixation necessitate stringent regulation of this process in response to diverse environmental constraints. To ensure that the nitrogen fixation machinery is expressed only under appropriate physiological conditions, the dedicated NifL-NifA regulatory system, prevalent in Proteobacteria, plays a crucial role in integrating signals of the oxygen, carbon and nitrogen status to control transcription of nitrogen fixation (nif) genes. Greater understanding of the intricate molecular mechanisms driving transcriptional control of nif genes may provide a blueprint for engineering diazotrophs that associate with cereals. In this study, we investigated the properties of a single amino acid substitution in NifA, (NifA-E356K) which disrupts the hierarchy of nif regulation in response to carbon and nitrogen status in Azotobacter vinelandii. The NifA-E356K substitution enabled overexpression of nitrogenase in the presence of excess fixed nitrogen and release of ammonia outside the cell. However, both of these properties were conditional upon the nature of the carbon source. Our studies reveal that the uncoupling of nitrogen fixation from its assimilation is likely to result from feedback regulation of glutamine synthetase, allowing surplus fixed nitrogen to be excreted. Reciprocal substitutions in NifA from other Proteobacteria yielded similar properties to the A. vinelandii counterpart, suggesting that this variant protein may facilitate engineering of carbon source-dependent ammonia excretion amongst diverse members of this family.
Author summary
The NifL-NifA regulatory system provides dedicated signal transduction machinery to regulate nitrogen fixation in diverse Proteobacteria. Understanding how the balance of nitrogen and carbon resources is signalled via NifL-NifA for precise control of nitrogen fixation may lead to broadly applicable translational outputs. Here, we characterize a NifA variant that bypasses nitrogen regulation but is still dependent on the carbon status to enable ammonia excretion in soil diazotrophs. Disruption of the regulatory hierarchy in response to nitrogen and carbon suggests how the integration of environmental stimuli could be harnessed to engineer conditional release of fixed nitrogen for the benefit of cereal crops.
Introduction
Biological nitrogen fixation requires diversion of reducing equivalents and ATP derived from carbon metabolism to support the high energetic demands of the enzyme nitrogenase, which converts dinitrogen to ammonia. Tight regulatory control provides the means to balance energy metabolism with nitrogen fixation and ammonia assimilation so that fixed nitrogen is not limiting under diazotrophic growth conditions. Achieving an appropriate balance between carbon and nitrogen metabolism is particularly important for diazotrophic bacteria in order to meet the energetic cost of nitrogen fixation, while thriving in competitive environments. While many studies on the regulation of nitrogen fixation have focused on intricate signalling mechanisms responding to the presence of oxygen and fixed nitrogen [1–3], regulation in response to the carbon status has not been extensively studied, despite its significance for the energetics of diazotrophy and the interplay required to balance the carbon: nitrogen ratio.
The nitrogen fixation specific, NifL-NifA, regulatory system provides a very sophisticated signal transduction complex for integration and transmission of various environmental cues to the transcriptional apparatus in Azotobacter vinelandii to regulate biosynthesis and expression of nitrogenase, reviewed in [4,5]. The anti-activator NifL is a multidomain protein carrying an N-terminal PAS domain (PAS1) that senses the redox status via a FAD co-factor [6,7]. A second PAS domain (PAS2) appears to play a structural role in relaying the redox changes perceived by the PAS1 domain to the central (H) and C-terminal (GHKL) domains of NifL [8,9]. The latter is responsible for ADP binding [10,11] and is probably the site of interaction for the GlnK signal transduction protein, allowing integration of the nitrogen input into NifL-NifA regulation [12,13]. The protein partner of NifL, the prokaryotic enhancer binding protein NifA, which activates nif transcription, is comprised of an N-terminal regulatory domain (GAF), a central AAA+ sigma-54 activation domain and a C-terminal DNA binding domain. The regulatory GAF domain of A. vinelandii NifA binds 2-oxoglutarate [14,15], a TCA cycle intermediate at the interface of carbon and nitrogen metabolism [16]. NifA can only escape inhibition by NifL, when the GAF domain is saturated with 2-oxoglutarate, thus potentially providing a mechanism for the NifL-NifA system to respond to the carbon status.
Understanding how the NifL-NifA system integrates diverse regulatory inputs may allow new strategies for engineering diazotrophs with enhanced ability to fix nitrogen and release ammonia to benefit crop nutrition. Ammonia excretion can be achieved in A. vinelandii by engineering constitutive expression of genes required for nitrogenase biosynthesis through inactivation of nifL [17–20]. However, in the absence of active NifL, all the regulatory signal inputs that control NifA activity are removed, and as consequence, the resulting bacterial strain may be severely disadvantaged in the environment and even unstable under laboratory conditions as already reported [18,20]. Isolation of insertion mutants in nifL appears to be conditional upon second site mutations that may alter the level of nif gene expression. One such suppressor was identified in a promoter-like sequence upstream of nifA, presumably leading to a permissive reduction in nifA transcript levels [20]. A full deletion of nifL has also been reported [19], but it is unclear if second site mutations occurred during its isolation.
One approach to potentially minimize the energetic burden associated with constitutive expression of nitrogenase is to ensure that regulatory control of NifA activity is maintained in energy-limiting environments. Random mutagenesis of nifA followed by screening the activity of the A. vinelandii NifL-NifA system in E. coli identified various NifA variants able to escape regulation by NifL under nitrogen excess conditions [21]. One of these mutations, resulting in a charge-change substitution, E356K, located in the central catalytic domain of NifA, (hereafter named NifA-E356K), was found to require binding of 2-oxoglutarate to the GAF domain to escape NifL repression in response to excess fixed nitrogen [15,22].
In this study we demonstrate that both expression and activity of nitrogenase are insensitive to the nitrogen status when the nifA-E356K mutation is introduced into A. vinelandii, resulting in excretion of ammonia at millimolar levels during exponential growth, a phenomenon correlated with feedback regulation of glutamine synthetase when nitrogenase is constitutively active. However, unregulated expression of nif genes and ammonia excretion by the nifA-E356K mutant is conditional on the nature of the carbon source indicating dependency on carbon status signalling and supporting previous biochemical observations that this NifA-E356K variant is dependent on the levels of 2-oxoglutarate to escape nitrogen regulation by NifL in vitro [22]. Finally, we demonstrate that reciprocal substitutions in NifA proteins of other Proteobacteria lead to similar regulatory phenotypes when assayed in E. coli as a chassis and also when the substitution is engineered in the endophytic diazotroph Pseudomonas stutzeri A1501 [23,24]. In principle, this single amino acid substitution in NifA (E356K) provides a regulatory switch capable of activating nif gene expression under nitrogen excess conditions only when certain carbon sources are available in the environment. This sets the foundation for engineering a synthetic symbiosis, in which ammonia excretion by cereal associative diazotrophs is conditionally regulated in order to deliver fixed nitrogen to cereal crops.
Results
The activity of NifA-E356K is not regulated in response to the nitrogen status in A. vinelandii, resulting in ammonia excretion
Previously the NifA-E356K variant protein was characterized either in vivo using E. coli as a chassis, or in vitro using purified protein components [21,22]. To evaluate if this variant protein would bypass NifL regulation in the original A. vinelandii DJ background, we introduced the nifA-E356K mutation into the chromosome (strain EK) and examined its influence on transcriptional regulation of the nitrogenase structural genes using RT-qPCR. As anticipated, no nifH transcripts were detected in the wild type strain (DJ) in the presence of either 25 or 5 mM of ammonium acetate, whilst increased transcript levels were observed in the absence of ammonium (Fig 1A). In contrast, high levels of nifH transcripts were observed in all conditions tested for the nifA-E356K mutant strain (EK) (Fig 1B), confirming that nifA-E356K is able to escape nitrogen regulation in A. vinelandii. Comparison of the levels of nifH, nifL and nifA transcripts in the EK strain relative to the wild type (DJ) (Fig 1C) revealed that whilst nifH levels are higher in the EK mutant, this is not correlated with increased levels of nifL and nifA transcripts. This is in line with previous reports establishing that nifLA expression is not subject to autoactivation by NifA in A. vinelandii [25,26] and suggests that constitutive expression of the nitrogenase structural gene operon in the EK mutant is intrinsic to the nifA-E356K mutation itself, rather than a consequence of overexpression of this mutant gene. The increase in nifH transcripts correlated with higher nitrogenase activity in the EK strain, which was not regulated in response to excess fixed nitrogen, in contrast to the wild-type strain (Fig 1D). As anticipated from the energetic constraints associated with constitutive expression and activity of nitrogenase, the EK mutant had an apparent growth deficiency in liquid media (S1 Fig). However, when an insertion replacing the nifH structural gene was introduced into the EK strain to generate strain EKH (EK, ΔnifH::tetA) this growth penalty was alleviated (S1D–S1F Fig) suggesting that it results from unregulated expression and activity of nitrogenase.
When cultivated under diazotrophic conditions in nitrogen-free media supplemented with sucrose as carbon source, the EK strain excreted millimolar levels of ammonia (Fig 1E). The onset of ammonia excretion occurred at the early stages of growth (O.D600nm 0.3–0.6) reaching a peak at mid to late-exponential phase (O.D600nm 1.4–2.0) and declined upon entry into stationary phase, potentially as a consequence of oxygen limitation and lower nitrogen fixation rates.
Nitrogen fixation and ammonium assimilation are uncoupled in the nifA-E356K mutant strain
It is perhaps surprising that a single amino acid substitution in NifA enables ammonia excretion, since lowering the flux of ammonia assimilation through the glutamine synthetase-glutamate synthase (GS-GOGAT) pathway is expected to be an additional pre-requisite for high level release of ammonia. The enzyme glutamine synthetase (GS) is a key component for ammonia assimilation in proteobacteria and is subject to post-translational regulation via adenylylation in response to the nitrogen status [27,28]. Under excess nitrogen conditions, GS is adenylylated reducing its biosynthetic activity [3,28]. Comparison of the Mg2+, ATP-dependent glutamine synthetase biosynthetic (GSB) and the Mn2+, AsO4-, ADP-dependent glutamine transferase (GST) activities can provide a snapshot of GS adenylylation states in vivo, given that GSB activity can only be detected in the non-adenylylated enzyme subunits [29–31]. We observed that GSB activity was higher in wild type (DJ) when compared to the mutant (EK) in all growth phases when cells were cultivated under diazotrophic conditions (green shaded plots in Fig 2A). Conversely, GST activity was higher in the nifA-E356K strain (EK) than in the wild type (DJ) (Fig 2B). A comparison of GST/GSB ratios in both strains (Fig 2C) demonstrated that GS in the wild type (DJ) is likely to be entirely non-adenylylated under diazotrophic conditions (GST/GSB ratio ≦ 1), whilst the NifA-E356K mutant (EK) had much higher GST/GSB ratios (ranging from 15 to 30-fold) suggesting that in this mutant strain, GS is more heavily adenylylated. Under fixed nitrogen excess conditions (yellow shaded plots in Fig 2), as anticipated, a marked reduction of GSB activity was observed in the DJ strain (Fig 2A, yellow plot) followed by an increase in the GST activity (Fig 2B, yellow plot). For the EK strain however, relatively minor changes in GSB and GST activities occurred in response to the nitrogen status. A slight increase in GSB activity was observed in the EK strain under nitrogen excess conditions, but this was not apparently associated with changes in the expression of GS (glnA) itself (S2 Fig). Taken together, these results confirm that the ability of the nifA-E356K mutant strain to assimilate ammonia via GS is reduced compared to the wild type under diazotrophic conditions. This is likely to be a consequence of increased adenylylation by the bifunctional adenylyl transferase enzyme GlnE, which carries out post-translational modification of GS in response to the nitrogen status. Since deletion of glnE prevents adenylylation of GS in A. vinelandii [32], we introduced a glnE deletion into the nifA-E356K background to generate the strain EKΔE. Under diazotrophic conditions, GSB and GST activities in the EKΔE strain were similar to the those in the wild type strain (DJ) and clearly distinct from the activities in the nifA-E356K strain (EK) (compare green shaded plots in Fig 2A, 2B, 2D and 2E). However, as anticipated from the absence of adenylyl transferase activity, addition of ammonium to the media did not lead to either reduction of GSB or increased GST activity in the EKΔE strain when compared to the DJ strain (compare yellow shaded plots in Fig 2A, 2B, 2D and 2E). As expected from the increased GS biosynthetic activity exhibited by the EKΔE strain under nitrogen excess conditions, ammonia excretion was ablated in this strain (Figs 2F and S3). These results therefore imply that the ability of the nifA-E356K (EK) strain to excrete ammonia is dependent upon feedback regulation, resulting in constitutive adenylylation of GS and hence decreased ammonia assimilation.
Carbon signalling dominates regulation of nif gene expression in the nifA-E356K strain
All the above experiments were conducted in media containing sucrose, a carbon source enabling a high flux through the TCA cycle that evidently maintains sufficient 2-oxoglutarate to activate NifA in A. vinelandii. Although the potential for carbon regulation, signalled via binding of 2-oxoglutarate to the NifA GAF domain, has been well established in vitro, the physiological relevance of 2-oxoglutarate in NifL-NifA regulation has not been clearly demonstrated in vivo. NifA-E356K requires 2-oxoglutarate in order to escape inhibition by NifL in the presence of GlnK in vitro [15,22], suggesting that its ability to bypass nitrogen regulation in vivo might be regulated by carbon source availability. To facilitate correlation of nitrogenase activity with expression of the nitrogenase structural genes when strains were grown on different carbon sources we constructed strains containing a translational nifH::lacZ fusion located at a neutral site in the chromosome (see Materials and Methods and S1 Table). Initial screening for the ability of the NifA-E356K protein to escape nitrogen regulation in several carbon sources (S4 Fig) revealed that this variant protein supported strong activation of the nifH promoter under nitrogen excess conditions when grown in sucrose, glucose or glycerol. In contrast, only approximately 20–40% of the maximum activity was observed when cells were grown in succinate, fumarate, malate, pyruvate or acetate as the sole carbon source. Further comparisons of Av-NifA-E356K activity were performed comparing sucrose and acetate as carbon sources given that the growth penalty difference between the DJ and EK strains was significantly alleviated in acetate (S5 Fig).
When wild type A. vinelandii was subjected to a carbon shift from sucrose to acetate, a significant reduction in both nifH expression (Fig 3A) and nitrogenase activity (Fig 3B) was observed and as expected, both activities were repressed in the presence of ammonium (+N). However, the ability of the EK strain to escape regulation by fixed nitrogen (+N) was severely compromised when grown on acetate (Fig 3D and 3E). These results demonstrate that NifA-E356K responds to carbon status regulation in vivo, as anticipated from the in vitro characterization experiments [15,22]. Since 2-oxoglutarate is required to activate NifA only when NifL is present, we examined nitrogen and carbon regulation in the previously characterised strain AZBB163 in which nifL is disrupted by a kanamycin resistance cassette. [20]. In this case, in contrast to NifA-E356K, nitrogenase activity was constitutive and not strongly influenced by the carbon source (S6B Fig). However, this strain exhibited unexpected patterns of nifH expression when grown on sucrose that did not correlate with nitrogenase activity (S6A Fig), potentially because nifA expression is not driven by the native nifL promoter in strain AZBB163 [20]. Taken together, these results demonstrate that nitrogenase expression and activity is suppressed in the EK strain when grown under nitrogen excess conditions with acetate as the sole carbon source. Since the NifA-E356K protein is unable to escape nitrogen regulation mediated by NifL and GlnK when 2-oxoglutarate is limiting in vitro, this metabolite is likely to provide the physiological signal that triggers the carbon source response. Quantification of internal 2-oxoglutarate levels in strains grown on the different carbon sources (Fig 3C and 3F) supports previous evidence that the levels of this metabolite are sensitive to the carbon and nitrogen supply [16,33]. In the wild type strain (DJ), 2-oxoglutarate levels dropped significantly in acetate compared to sucrose and a further decrease was observed when excess fixed nitrogen was present regardless of the type of carbon source (Fig 3C). 2-oxoglutarate levels in the nifA-E356K strain were generally higher than in the wild type, but were influenced in a similar manner in relation to carbon and nitrogen source availability (Fig 3F). Overall, the fluctuations in the 2-oxoglutarate levels correlated well with nitrogenase activity and expression for both the wild type (compare Fig 3A, 3B and 3C) and the nifA-E356K mutant (compare Fig 3D, 3E and 3F), reinforcing the importance of carbon signalling in the regulation of nitrogen fixation. Notably, when the 2-oxoglutarate level decreased below 350 μM in the nifA-E356K strain (Fig 3F, acetate +N condition) nitrogen regulation was less effectively bypassed in vivo (Fig 3D and 3E), commensurate with previous in vitro biochemical data [15,34]. Consequently, lower levels of ammonia excretion were detectable when the nifA-E356K strain was grown on acetate (Fig 3G). In accordance with this, the growth rate penalty observed in the EK (nifA-E356K) strain in the presence of sucrose was significantly reduced when acetate was the carbon source (S5 Fig).
NifA-E356K is a prototype for engineering conditional ammonia excretion in diazotrophic Proteobacteria
Although regulation by NifL is not the most prevalent mechanism for controlling NifA activity in bacteria, the nifL-nifA operon is widely distributed in Proteobacteria [3] and the glutamate residue at position 356 in A. vinelandii NifA is highly conserved (Fig 4 panels A and B). We therefore sought to evaluate if introduction of the reciprocal amino acid substitution in NifA proteins from other Proteobacteria, would yield the same regulation profile as in A. vinelandii. Using a previously established two-plasmid system to study the A. vinelandii NifL-NifA system in an E. coli background [11] we evaluated the activity of NifA variants from Pseudomonas stutzeri A1501 [23,24] and Azoarcus olearius DQS-4 [35,36]. Both of these species are thought to be well adapted for the endophytic lifestyle and therefore are attractive model organisms for engineering ammonia excretion to benefit plant growth. The activities of wild type P. stutzeri NifA and A. olearius NifA in the presence of their corresponding NifL partners were higher than wild type A. vinelandii NifA under nitrogen-limiting conditions (-N) but as expected, were strongly inhibited in the presence of fixed nitrogen (+N) (Fig 4, panels C-E). In contrast, the reciprocal NifA-E356K substitutions in P. stutzeri NifA (Ps-NifA-E356K) and A. olearius NifA (Ao-NifA-E351K) gave rise to constitutive activation of the nifH promoter in nitrogen replete (+N) conditions in E. coli (Fig 4 panels D-E, respectively).
To examine the properties of the Ps-NifA-E356K substitution in its endophytic host, we introduced the corresponding nifA mutation into the chromosome of P. stutzeri A1501. However, contrary to A. vinelandii, this single mutation (in strain Ps-EK) did not result in constitutive nifH transcription (S7 Fig), presumably because expression of the nifLA operon itself is regulated by nitrogen availability in P. stutzeri [24,37]. In order to remove this second layer of nitrogen regulation, we replaced the native P.stutzeri nifL promoter with the A. vinelandii nifL promoter. Although this replacement (in the strain Ps_nifLAC) suppressed nitrogen control of nifA transcription as anticipated, constitutive nifH transcription was not observed, confirming that the P. stutzeri wild-type NifL-NifA system remains responsive to nitrogen regulation when expressed constitutively (S7 Fig). To examine the intrinsic ability of Ps-NifA-E356K to escape nitrogen control, we combined the A. vinelandii nifL promoter replacement with the nifA-E356K mutation in P. stutzeri (Fig 5A). Although this strain (Ps-EKC) expressed relatively low levels of nifLA transcripts under diazotrophic (-N) conditions (S7F–S7G Fig, direct correlation between the levels of nifLA and nifH transcripts was observed in excess nitrogen (+N) conditions, confirming that the E356K substitution enables Ps-NifA to escape nitrogen regulation mediated by NifL and GlnK in P. stutzeri (S7F–S7H Fig).
The Ps-EKC strain was able to activate nifH transcription on a variety of carbon sources when grown under nitrogen excess conditions (+N) with lactate yielding the highest level of nifH activation followed by glucose, malate and glycerol (Fig 5B). This carbon source-dependent activation of nifH transcription by Ps-NifA-E356K correlated directly with the level of nitrogenase activity in each condition (compare Fig 5B and 5C). As anticipated from the relatively high level of nifH transcription and nitrogenase activity conferred by growth on lactate, ammonia excretion was only observed when the Ps-EKC strain was grown on this carbon source (Fig 5D). Finally, we observed no growth penalty for the Ps-EKC strain when grown on complex media (LB) or in minimal media supplemented with glucose, malate, lactate or glycerol as carbon sources (S8 Fig), which implies that the relatively moderate activation of nif gene transcription in the Ps-EKC strain, allows carbon regulated ammonia excretion without severe impacts to bacterial fitness. Altogether, these observations suggest that introducing the reciprocal E356K substitution into NifA proteins from diazotrophic Proteobacteria, may be broadly applicable for engineering new bacterial strains with carbon-controlled excretion of ammonia.
Discussion
In order to cope with the energetic cost of biological nitrogen fixation, diazotrophic bacteria require sophisticated signal transduction mechanisms ensuring efficient adaption to changing conditions whilst successfully competing in the environment. Achieving an appropriate balance between carbon and nitrogen metabolism is particularly challenging for organisms that fix nitrogen, requiring diversion of ATP and reducing equivalents from central metabolism to ensure nitrogenase catalytic rates that meet the nitrogen demands required for growth. Hence the ability to sense carbon availability in addition to the nitrogen status, is paramount to resource allocation and to resolve conflicting metabolic demands.
The physiological signal for carbon status control is most likely to be 2-oxoglutarate given the correlation observed here between the level of this metabolite with nitrogen regulation in vivo, together with our previous biochemical demonstration of the importance of this ligand in NifL-NifA regulation [14,15]. We propose that this additional level of metabolite regulation provides a mechanism to integrate signals of the carbon and nitrogen status to ensure that sufficient carbon resources are available to support diazotrophy. The in vitro data indicate that when 2-oxoglutarate is limiting, NifL, forms a binary complex with NifA, which inhibits its activity, even under nitrogen-limiting conditions when GlnK is fully uridylylated and unable to interact with NifL (Fig 6A). However, when sufficient levels of 2-oxoglutarate are available (Fig 6B) the NifL-NifA complex dissociates, enabling NifA to activate nif transcription [2,4,14,15]. Upon a switch to excess nitrogen conditions, GlnK becomes de-uridylylated allowing the formation of a ternary GlnK-NifL-NifA complex that inactivates NifA irrespective of the level of 2-oxoglutarate (Fig 6C and 6D). Hence in the wild-type NifL-NifA system, the nitrogen status signal overrides the metabolic signal of the carbon status, when excess fixed nitrogen is available. In contrast, in the variant NifA-E356K protein studied here, the integration between nitrogen and carbon control is disrupted. Although this substitution in the AAA+ domain of NifA (red star, Fig 6E) perturbs the interaction with NifL, the GlnK-NifL-NifA-E356K ternary complex still forms if 2-oxoglutarate is limiting (Fig 6E). In contrast, when 2-oxoglutarate levels are sufficient, conformational changes triggered by its binding to the GAF domain disrupt the ternary complex, enabling NifA-E356K to be active in the presence of excess fixed nitrogen (Fig 6F). Therefore, although the E356K substitution escapes nitrogen control, conferred by resistance to the GlnK bound form of NifL, this is contingent upon the binding of 2-oxoglutarate to the GAF domain of this variant protein. The response of the NifL-NifA system to 2-oxoglutarate thus emphasises the key role of this metabolite as a master signalling molecule [16]. Consequently, the ability of the NifA-E356K variant to bypass nitrogen regulation in vivo in both A. vinelandii and P. stutzeri is dependent on the carbon status. The crucial role of carbon-mediated signalling in the regulation of nitrogen fixation was evident from reduced nifH transcripts and activity of nitrogenase when the A. vinelandii nifA-E356K strain was cultured under nitrogen excess conditions with acetate as sole carbon source, which correlated with a significant decrease in the level of 2-oxoglutarate and a 6-fold reduction in ammonium excretion compared with sucrose as carbon source. Similarly, in P. stutzeri where lactate appears to be a preferred carbon source to support nitrogen fixation in comparison to glucose, the nifA-E356K mutant exhibited the highest level of nifH transcripts and nitrogenase activity under nitrogen excess conditions when lactate was provided as a carbon source. Not surprisingly, amongst the carbon sources tested, the P. stutzeri EKC strain only excreted ammonia when provided with lactate under our experimental conditions. The capacity for runaway expression of nif genes, constitutive nitrogenase activity and ammonia excretion is therefore dependent on the nature of the carbon source. Our studies with A. vinelandii and P. stutzeri therefore demonstrate the potential to exploit the intrinsic carbon-sensing mechanism of the NifL-NifA system to provide conditional release of fixed nitrogen and hence alleviate the fitness penalty associated with constitutive expression of nitrogenase.
Bypassing nitrogen regulation of the NifL-NifA system to activate constitutive expression of nitrogenase would not by itself be anticipated to promote ammonia release, if the excess ammonia can be assimilated by the GS-GOGAT pathway. We have demonstrated that overexpression of nitrogenase in the A. vinelandii nifA-E356K strain leads to feedback regulation of GS activity via co-valent modification by the adenylyl transferase activity of GlnE. This reduction of nitrogen assimilation via post-translational modification of glutamine synthetase is a key factor in enabling ammonia excretion, which is not observed in the nifA-E356K strain when the glnE gene is deleted. Hence, in A. vinelandii, ammonia excretion is also dependent on the native feedback regulation of GS activity, exacerbated by higher rates of nitrogen fixation in the nifA-E356K strain when grown on a carbon source that sustains high levels of 2-oxoglutarate under excess nitrogen conditions. This uncoupling of nitrogen fixation from ammonium assimilation is somewhat analogous to what is observed in differentiated nitrogen-fixing bacteroids in the legume-rhizobium symbiosis, where the flux through the ammonia assimilation pathway is severely restricted to enable release of most of the nitrogen fixed by the symbiont [38,39]. Analogous strategies to decrease the activity of GS in non-symbiotic bacteria have resulted in ammonia excretion [40–42], but to date have not been combined with mutations that express high levels of nitrogenase on a conditional basis as deployed here.
Since introduction of the reciprocal E356K substitution into NifA proteins from other members of the Proteobacteria also results in nitrogen-insensitive activators when analysed either in a heterologous chassis, E. coli (Fig 4), or in P. stutzeri (Fig 5), this strategy may allow generation of new diazotrophic strains with conditional excretion of ammonia. The carbon responsive control mechanism could present an opportunity for activation of ammonium excretion contingent upon carbon sources provided by root exudates of crops, a feature highly desirable in the engineering of a synthetic symbiosis [43,44]. However, given that the composition of root exudates is dynamic and difficult to define, engineering of the partner plant to provide a favourable carbon source may also be required. In addition, as further regulatory complexities are associated with fine-tuning nitrogen regulation in diverse Proteobacteria, other manipulations to disrupt transcriptional control of NifL-NifA expression itself or the coupling between nitrogen fixation and assimilation may be needed to achieve ammonia excretion [3,45]. One such example explored in this study was the need to remove native nitrogen regulation from the P. stutzeri A1501 nifLA promoter. Serendipitously, we demonstrated that providing relatively low levels of the nifA-E356K transcripts in P. stutzeri generated a strain with carbon-regulated ammonia excretion without the severe growth penalties observed in A. vinelandii. Furthermore, we demonstrated that the levels of ammonia excretion are directly correlated with specific nitrogenase activity rates in both organisms analysed. Under optimal conditions of carbon and oxygen supply, the A. vinelandii nifA-E356K mutant sustained a very high rate of nitrogenase activity (200–300 nmol C2H4.mg protein-1.min-1) under nitrogen excess conditions. On the other hand, in P. stutzeri the levels of nitrogenase activity conferred by nifA-E356K were at least 100-fold lower under our experimental conditions. Hence, A. vinelandii excreted millimolar levels of ammonia in contrast to the micromolar levels observed in P. stutzeri. As the ammonium excreting strain from P. stutzeri was not subject to the same growth penalty observed in the A. vinelandii counterpart, we anticipate that these studies will guide future efforts to define more precise trade-offs to engineer nitrogen releasing strains that do not have a competitive disadvantage in the rhizosphere. Moreover, the addition of multi-layered regulatory control of ammonia excretion by expressing activator variants under the control of promoters that respond to specific signalling molecules exchanged between the plant and the bacteria, may deliver the required level of specificity for the establishment of an efficient synthetic symbiosis [46,47].
Materials and methods
Bacterial strains and growth conditions
The bacterial strains used in this study are listed in S1 Table. For routine procedures E. coli strains were grown at 37°C in LB medium [48] or in NFDM [49] for β-galactosidase activity assays. Media for E. coli ST18 [50] was supplemented with 50 μg/mL of ALA (5-aminolevulinic acid) unless counter-selection was required. A. vinelandii was grown at 30°C and 250 rpm in NIL medium (containing 0.2 g/L MgCl2, 90 mg/L CaCl2, 0.8 g/L KH2PO4, 0.2 g/L K2HPO4, 14 mg/L Na2SO4, 120 mg/L Fe2(SO4)3 and 2.4 mg/L Na2MoO4) supplemented with either 2% sucrose (approximately 60 mM) as described previously [22,51] unless stated otherwise. Alternatively, as the NIL medium was prone to precipitation hampering efforts to automate the measurement of growth rate parameters, a novel minimal medium, hereafter named MBB (Minimal Bacterial Broth), was used for automated growth experiments on a plate reader. MBB contained 0.6 g/L K2HPO4, 0.4 g/L KH2PO4, 1.1 g/L NaCl, 0.4 g/L MgSO4, 20 mg/L CaCl2.2H2O, 10 mg/L MnSO4.H2O, 65.6 mg/L Fe(III)-EDTA, 2 mg/L Na2MoO4.2H2O and 2% (20 g/L) sucrose. No apparent differences in the growth rate, ammonium excretion or diazotrophy (ability to grow on atmospheric N2), were observed comparing NIL and MBB media when 2% sucrose was used as carbon source. Therefore, implementation of MBB allowed automation of growth parameter measurements, without detrimental effects to physiological traits of interest. P. stutzeri was grown at 30°C in LB for routine pre-inocula and for conjugations. For experiments requiring defined media such as measurement of nitrogenase activity, P. stutzeri was grown in a modified version of the UMS medium [52], hereafter named UMS-PS. UMS-PS was obtained by supplementing the UMS medium with 1:1000 dilution of vitamin solution (1 g/L thiamine hydrochloride, 2 g/L D-pantothenic acid, 1 g/L nicotinic acid, and 0.1 g/L biotin) and 50 mL/L of Kalininskaya phosphate buffer (KP buffer–K2HPO4 33.4 g/L, KH2PO4 17.4 g/L [53]), which significantly helped to reduce flocculation. The carbon source used for P. stutzeri was 2% glucose unless stated otherwise. 5–10 mM of NH4Cl was added to UMS-PS for non-diazotrophic growth as indicated. Antibiotics were used as follows: carbenicillin 50 μg/mL (E. coli), chloramphenicol 15 μg/mL (E. coli), tetracycline 5 μg/mL (E. coli, A. vinelandii and P. stutzeri), kanamycin 50 μg/mL (E. coli and P. stutzeri) and 1–3 μg/mL (A. vinelandii), trimethoprim 15 μg/mL (E. coli) and 90 μg/mL (A. vinelandii).
Preparation of A. vinelandii competent cells and transformation
Competent cells of A. vinelandii were obtained in molybdate and iron depleted competence medium essentially as in [51], except that the medium was amended with 7 mM of MgCl2. Strains streaked for single colonies in competence medium plates were incubated at 30°C until a green fluorescent siderophore was produced (5–7 days), indicative of competence [51,54]. Subsequently, a loopful of cells was resuspended in 500 μL of P-buffer (4.6 mM K2HPO4,1.5 mM KH2PO4) and then mixed with 250–500 ng of a linear DNA fragment carrying the desired mutation. This mixture was then spotted onto the centre of a competence medium plate and further incubated overnight at 30°C. On the following day, cells were scraped off the plates and resuspended into 1 mL of P-buffer as above. A serial dilution was then spread onto NIL medium supplemented with 25 mM ammonium acetate with antibiotics to obtain single colonies. In the case of the nifA-E356K mutant, recombinant colony selection was achieved by recovery of diazotrophy (ability to grow on atmospheric N2) using competent cells from a nifA deletion strain (DJA), without antibiotic selection, to generate the strain EK. Given that A. vinelandii can accumulate up to 80 copies of its chromosome under certain conditions [51,55] newly recombinant colonies were exhaustively streaked on selective media (20 times or more) to ensure efficient chromosome segregation and homogeneity of the mutant genotype.
Recombinant DNA work
General molecular biology techniques were performed according to established protocols [48]. Enzymatic isothermal assembly [56] was performed with the NEBuilder HiFi DNA Assembly Master Mix (NEB #E2621). Site-direct mutagenesis by overlapping PCR was performed as described previously [57]. High-fidelity DNA polymerase and restriction enzymes were provided by New England Biolabs. DNA purification was performed using commercially available kits provided by Macherey-Nagel. Sanger DNA sequencing and oligonucleotide synthesis was conducted by Eurofins MWG Operon.
Construction of A. vinelandii mutants
To construct the A. vinelandii nifA-E356K mutant strain (EK), a fragment of 1569 pb corresponding to the A. vinelandii nifA gene carrying discrete base pair changes, GAA->AAG (yielding the E356K substitution), was amplified by PCR from the plasmid pAAS1544 (S2 Table) with primers ASS-3 and ASS-55 (S3 Table). The above base change also introduced a recognition site for the restriction enzyme, AcuI, which assisted genotypic screening. This PCR fragment was then directly transformed into a nifA deletion background and recombinant colonies were selected on the basis of diazotrophy recovery as described above. To construct mutants in the structural nitrogenase gene (nifH), a fragment of 1874 pb corresponding to the nifHD region (position 136301–138174) was amplified with primers 2–45 and 2–46 and cloned as a BamHI/HindIII fragment into pBlueScript II KS +, yielding pMB1724. Subsequently, the tetA gene (tetracycline resistance) was PCR amplified from pALMAR3 (primers 2–43 and 2–44) and cloned into the BglII and EcoRI sites of pMB1724 to yield pMB1725. This plasmid (ΔnifH::tetA), was linearized with ScaI and transformed, as described above, into A. vinelandii wild type (DJ) and nifA-E356K (EK) to generate the strains DJH and EKH, respectively. Construction of the glnE gene deletion strain (EKΔE), which carries a trimethoprim (tmp) resistance marker was performed by transformation of a linear PCR product obtained with primers M13F(-47) and M13R(-48) from the plasmid pMB1840. This plasmid, was obtained by isothermal assembly of fragments upstream (906 bp, position 4547284–4548189, primers 7-28/7-29) and downstream (752 bp, position 4543778–45444529, primers 7-32/7-33) of glnE, with a 631 bp fragment, obtained from pUC18T-mini-Tn7T-Tp with primers 7-30/7-31, encoding the tmp resistance gene, into pk18mobsacBKm linearized with SmaI. A. vinelandii reporter strains were obtained by insertion of a nifH::lacZ fusion into the algU locus. In A. vinelandii (DJ), the algU gene is naturally inactivated by an insertion sequence yielding the non-gummy phenotype [58,59]. We therefore anticipated that this was a convenient locus to insert a nifH::lacZ reporter whilst keeping the original nifHDK locus intact and avoiding problems that may arise from plasmid instability. This strategy facilitated comparison of both nitrogenase and NifA activities in a single A.vinelandii strain background. To obtain the nifH::lacZ reporter strains, the plasmid pMB1816 was linearized with ScaI and transformed into A. vinelandii as described above. pMB1816 was constructed by isothermal assembly of a 409 bp fragment corresponding to the nifH promoter (position 136401–136809, primers 5-49/5-50) with a 3057 bp (primers 5-46/5-464) and the lacZ gene derived from pRT22 into an algU integrative plasmid backbone. The latter was obtained by assembly of fragments upstream (795 bp, position 1329654–1330448) and downstream (813 bp, position 1332074–1332886) of the algU gene with an 1811 bp fragment corresponding to the ori and ampicillin resistance gene from pUC19 and a 631 bp fragment carrying the trimethoprim resistance gene.
Construction of P. stutzeri mutants
Mutagenic suicide plasmids based on the pk18mobsacBKm vector were conjugated into P. stutzeri essentially as described [60] by mixing recipient and donor strains in two proportions (50:1 and 10:1), except that the E. coli strain ST18 [50] was used as donor and that the whole procedure was performed on LB-agar medium. The E. coli ST18 was counter-selected after bi-parental mating based on its auxotrophy to ALA (5-aminolevulinic acid). Selection of double crossovers was performed in LB-agar supplemented with 10% sucrose. The P. stutzeri strain Ps_nifLAC, was obtained by replacing the native rnf-nifLA intergenic region by the reciprocal region from A.vinelandii using pMB2005. This plasmid was obtained by fusing the rnf-nifLA intergenic region (444 bp; primers 8-19/8-20) from A. vinelandii downstream to a fragment of the P. stutzeri rnfAB genes (1160 bp; primers 8-17/8-18) and upstream to a fragment of the P. stutzeri nifL gene (1638 bp; primers 8-21/8-22) using isothermal assembly into pk18mobsacBKm linearized with SmaI. To generate the P. stutzeri strain Ps_EKC (Fig 5A) the plasmid pMB2006 was used to the generate the strain Ps_EKC-tetA. Subsequently the tetA resistance cassette was recovered from the genome using pMB2007. The plasmid pMB2006 was obtained by fusing 847 bp downstream Ps-nifA (primers 8-2/8-1) with a 2364 bp fragment from the Ps-nifLAE356K (primers 8-3/8-11b; from pMB1805) by isothermal assembly into pk18mobsacBKm linearized with SmaI. To obtain pMB2007, pMB2006 was linearized by PCR with primers 8-13/8-14 (8878 bp) and subsequently fused to the tetA gene fragment (1349 bp; primers 8-15/8-16) by isothermal assembly.
Construction of plasmids expressing NifL-NifA from other Proteobacteria
A plasmid, pPR34, for the expression of the nifLA operon from A. vinelandii has been previously constructed [11] allowing activation of a nifH::lacZ fusion in E. coli ET8000. To compare the activity of NifL-NifA proteins from A. olearius DQS4 (Ao) and P. stutzeri A1501 (Ps) with the archetypal proteins from A. vinelandii (Av), while avoiding differences that may arise from plasmid copy number or protein expression levels, we constructed a series of plasmids derived from pPR34 to express A. olearius NifL-NifA and P. stutzeri NifL-NifA. The pPR34 backbone, excluding the nifLA genes from A. vinelandii, was amplified with primers 3–75 and 4–14 to generate a 2421 bp fragment. To allow isothermal enzymatic assembly, 15–25 bp overlaps to the linearized pPR34 backbone were introduced into the 5’ and 3’ ends of nifL and nifA, respectively, from A. olearius or P.stutzeri. The derived plasmids, pMB1806 (A. olearius NifL-NifA) and pMB1804 (P. stutzeri NifL-NifA) were the templates for the introduction of point mutations by overlapping PCR mutagenesis to generate plasmids pMB1807 (A. olearius nifA-E351K) and pMB1805 (P. stutzeri nifA E356K). All plasmids and primers are listed in S2 and S3 Tables respectively.
Quantification of ammonia
Ammonia from culture supernatants was quantified by the indophenol-blue method modified from [61,62]. 750 μL of sample (usually 50–350 μL of supernatant diluted to 750 μL in H2O), or the calibration curve standards, were mixed with 150 μL of sodium phenate (0.25 M phenol, 0.3 M NaOH), 225 μL of 0.66 mM sodium nitroprusside dihydrate and 225 μL of 1–1.5% sodium hypochlorite, in this order. The final composition of the reaction mix was approximately: 28 mM phenol, 33 mM NaOH, 25 mM sodium hypochlorite and 0.11 mM sodium nitroprusside. Samples were incubated for approximately 40 minutes at room temperature and the resulting indophenol-blue quantified at 625 nm. The calibration curve used known concentrations of NH4Cl ranging from 0 to 0.3 mM (in 0.05 increments) from a 1 mM standard.
β-galactosidase activity
β-galactosidase activity assays were performed as described previously [63] and reported in Miller Units for E. coli or as specific activity units (nmol ONP.mg protein-1.min-1) for A. vinelandii. Growth conditions for assays in E. coli ET8000 were as previously established [11,21,22], except that 6 mL screw capped bijou universals were filled to the brim to enable anaerobic conditions [64]. For assays involving A. vinelandii strains, cultures were prepared as for the nitrogenase activity measurements as described below. Specific β-galactosidase activity was calculated using an ONP (o-nitrophenol–Sigma# N19702) calibration curve prepared in the reaction buffer containing the same amount of Na2CO3 used to stop β-galactosidase development, as addition of Na2CO3 intensifies ONP colour development [63]. Whole cell protein concentration was determined by the Bradford method [65] after overnight cell lysis in 0.1 mM NaOH.
Nitrogenase activity
In vivo nitrogenase activity in A. vinelandii and P. stutzeri was measured by the acetylene reduction assay [66,67] in cultures growing in liquid media as indicated below. After incubation of cells with acetylene for 0.5- to 1-hour (A. vinelandii) or 4–18 hours (P. stutzeri), ethylene (C2H4) was quantified using a Perkin Elmer Clarus 480 gas chromatograph equipped with a HayeSep N (80–100 MESH) column. The injector and oven temperatures were kept at 100°C, while the FID detector was set at 150°C. The carrier gas (nitrogen) flow was set at 8–10 mL/min. Nitrogenase activity is reported as nmol of C2H4. mg protein-1.min-1. The ethylene calibration curve was prepared from chemical decomposition of ethephon (Sigma #C0143) in a 10 mM Na2HPO4 pH = 10.7 as described previously [68]. As A. vinelandii is able to fix nitrogen in air (21% O2) 20 mL cultures were grown in NIL media as above in 100 mL conical flasks in an open atmosphere at 250 rpm until the desired O.D600nm was reached. Immediately before the acetylene reduction assay, the flask was stoppered with rubber septa (Suba-Seal n°37), 10% acetylene injected, and the ethylene formed analysed after 0.5- to 1-hour of incubation. Given the microaerobic lifestyle of P. stutzeri, the flasks were prepared at defined initial oxygen concentrations of 4% or 8% in the gas phase of the flasks, based upon an O2 titration to define appropriate conditions for rapid nitrogenase de-repression or ammonia excretion, respectively (S9 Fig). 50 mL of cells pre-cultured in LB overnight were collected by centrifugation and resuspended in 10–15 mL of UMS basal medium without carbon source to wash away excess nitrogen. 20 mL of bacterial suspension at an initial O.D600nm of 0.2–0.4 (aiming for a final O.D600nm of 0.55–0.6 at the end of the incubation period) was prepared in UMS-PS medium, transferred to 100 mL conical flasks and stoppered with the rubber septa. The flasks were flushed with nitrogen for 20–25 min prior to adjusting the oxygen concentration by injecting back a defined amount of air into the flask. After oxygen concentration adjustment, the flasks were incubated for 4 hours at 120 rpm and 30°C and then 10% acetylene was injected. The ethylene formed was analysed after 4–18 hours.
Glutamine synthetase activity
Glutamine synthetase biosynthetic (GSB) and transferase (GST) activities were determined using previously described protocols [29,31] with minor modifications. Prior to the assay, 20 mL of cells grown under the conditions described earlier, were quenched by addition of 2 mL of CTAB (1 mg/mL) under constant agitation (250 rpm) for 3 minutes. Cells were then immediately collected by centrifugation at 4°C, washed once in 20 mL of 1% KCl, collected by centrifugation once more, and finally resuspended to a final volume of 1 mL in 1% KCl. The resulting cell extract was kept on ice, and immediately used for the activity assays. For the biosynthetic activity assay (GSB), 40 μL of cell extract was added to 400 μL of GSB assay mix (234 mM imidazole hydrochloride pH 7.4, 58.6 mM hydroxylamine hydrochloride, 70.4 mM magnesium chloride hexahydrate, 209 mM L-sodium glutamate and 117.3 μg/mL of CTAB) and equilibrated at 37°C for 5 minutes. The reaction was started by the addition of 60 μL 0.2 M ATP. For the transferase activity assay (GST), 50 μL of cell extract was added to 400 μL of GST assay mix (168.6 mM imidazole hydrochloride pH 7.15, 22.2 mM hydroxylamine hydrochloride, 0.34 mM manganese chloride, 31.5 mM sodium arsenate pH 7.15, 0.44 mM ADP and 111 μg/mL of CTAB) and equilibrated at 37°C for 5 minutes. The reaction was started by the addition of 50 μL 0.2 M L-glutamine. Both reactions were incubated at 37°C for 30–40 minutes and stopped by the addition of 1 mL of the stop mix (55 g/L of FeCl3.6H2O, 20 g/L of trichloroacetic acid, 21 mL/L of concentrated HCl). The product of both reactions, L-Glutamyl-γ-Hydroxamate (LGH), was quantified at 540 nm. The activity is reported as nmol LGH.mg protein-1.min-1.
Fluorometric quantification of 2-oxoglutarate
Prior to metabolite extraction, 40 mL of cells were rapidly vacuum filtered through a 0.22 μM cellulose acetate filter coupled to a 50 mL falcon tube (Corning # CLS430320). The retained cell biomass was recovered from the filter in 2 mL of 0.3 M HClO4. After recovery, 1.7 mL of the suspension was rapidly transferred to a chilled 2 mL tube, vigorously vortexed and centrifuged (17000 x g, 4°C, 5 min) to remove cell debris. Then, 1.5 mL of the supernatant was transferred to a new tube and neutralized with 230 μL of 2M K2CO3 followed by a 5 min incubation on ice. To precipitate the excess KClO4 formed, the extract was centrifuged (17000 x g, 4°C, 5 min) and the supernatant carefully transferred to a fresh tube avoiding touching the white precipitate (KClO4). 1–2 μL of the neutralized extract was used to estimate the pH (7.5–8.5) using pH strips. The volume of 2M K2CO3 used was optimized to achieve complete neutralization. The extracts were then stored at -80°C or used immediately for fluorometric quantification of 2-oxoglutrate as described previously [34,69,70]. The detection assay was performed in 300 μL final volume and contained 100 mM imidazole-acetate buffer pH 7.0, 60 mM ammonium acetate, 10 μM NADH, 100 μM ADP and 0.075 μg of glutamate dehydrogenase (Sigma #G7882-100MG). Reactions were started by adding the enzyme and were incubated at 25°C for 20 minutes or until stabilization of the NADH fluorescence decay. The NADH fluorescence decay calibration curve was interpolated with 2-oxoglutarate standards ranging from 0.18 to 2.7 nmol prepared in a “mock” extraction solution obtained from HClO4 neutralization with K2CO3 in the same fashion as in the metabolite extraction procedure above. 200 μL (out of 300 μL) of the reactions were used to measure the NADH decay (λex: 340nm and λem: 460nm) using a 96-well black plate with clear bottom (Corning # CLS3603-48EA) and the BMG CLARIOstar plate reader. The internal metabolite concentration was calculated assuming that the cell-bound water content is approximately four times the bacterial dry weight [71].
RNA purification and quantitative RT-PCR
Prior to RNA purification, A. vinelandii DJ (wild type) and the nifA-E356K mutant (EK) were submitted to an ammonium switch as described previously [72]. Briefly, cells growing under ammonium excess were collected by centrifugation and resuspended to an O.D600 nm of 0.5 in fresh medium without added ammonium and subsequently incubated for 4 hours prior to RNA extraction. For P. stutzeri, the RNA was purified from cultures prepared exactly as described for the nitrogenase activity assay above. To ensure preservation of intracellular RNA, the cultures were immediately mixed with 1/5 of stop solution (5% Phenol saturated with 0.1 M citrate pH 4.3, 95% ethanol) [73] and then rapidly chilled on ice for 20 minutes. RNA was purified using the TRI Reagent (Sigma #T9424) following manufacturer instructions. Genomic DNA was removed using TURBO DNA-free DNAse (Ambion #AM1907) following the rigorous DNase treatment according to the manufacturer. cDNA synthesis was performed with SuperScript II Reverse Transcriptase (Invitrogen #18064014) using 0.1–1 μg of total RNA as recommended by the manufacturer. The resulting cDNA was diluted 5 to 20-fold (to fit the genomic DNA calibration curve) and 2 μL used as template in a 20 μL qPCR performed with the SensiFAST SYBR No-ROX Kit (#BIO-98005) reagent and the Bio-Rad CFX96 instrument. Absolute quantification of target genes (nifH, nifL and nifA) alongside the normalizing house-keeping gene (gyrB) was performed according to [74] using a Cq calibration curve interpolated using serial dilutions of purified genomic DNA from A. vinelandii and P. stutzeri. Relative quantification was performed by the 2^-ΔCqΔCq method according to [75]. Primers were designed and validated according to [76] ensuring comparable efficiencies and specificity as judged by the presence of a single peak in the melting curve. The primers used are listed in S3 Table.
Supporting information
Acknowledgments
We are indebted to Brett Barney for the strain AZBB163 and to Adriano Stefanello for the plasmid pAAS1544. We are grateful to all members of the laboratory support team at the John Innes Centre for their excellent assistance.
Data Availability
All relevant data are within the manuscript and its Supporting Information files.
Funding Statement
This study was supported by the UKRI Biotechnology and Biological Sciences Research Council, (https://www.ukri.org/) (grants BB/N013476/1 and BB/N003608/1 to R.D), the Royal Society (https://royalsociety.org/) (ICA\R1\180088 to R.D.), the National Science Foundation of China (NSFC), (http://www.nsfc.gov.cn) (grant 32020103002 to Y-P.W), and the National Key R&D Program of China (http://www.most.gov.cn) (grant 2019YFA0904700 to Y-P.W). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
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