IMPORTANCEMutualistic relationships, particularly those based on nutrient cross-feeding, promote stability of diverse ecosystems and drive global biogeochemical cycles. Cross-fed nutrients within these systems can be either waste products valued by only one partner or nutrients valued by both partners. Here, we explored how interpartner competition for a communally valuable cross-fed nutrient impacts mutualism dynamics. We discovered that mutualism stability necessitates that the recipient have a competitive advantage against the producer in obtaining the cross-fed nutrient, provided that the nutrient is generated intracellularly. We propose that the requirement for recipient-biased competition is a general rule for mutualistic coexistence based on the transfer of intracellularly generated, communally valuable resources.
Many mutualistic microbial relationships are based on nutrient cross-feeding. Traditionally, cross-feeding is viewed as being unidirectional, from the producer to the recipient. This is likely true when a producer’s waste, such as a fermentation product, has value only for a recipient. However, in some cases the cross-fed nutrient holds value for both the producer and the recipient. In such cases, there is potential for nutrient reacquisition by producer cells in a population, leading to competition against recipients. Here, we investigated the consequences of interpartner competition for cross-fed nutrients on mutualism dynamics by using an anaerobic coculture pairing fermentative Escherichia coli and phototrophic Rhodopseudomonas palustris. In this coculture, E. coli excretes waste organic acids that provide a carbon source for R. palustris. In return, R. palustris cross-feeds E. coli ammonium (NH4+), a compound that both species value. To explore the potential for interpartner competition, we first used a kinetic model to simulate cocultures with varied affinities for NH4+ in each species. The model predicted that interpartner competition for NH4+ could profoundly impact population dynamics. We then experimentally tested the predictions by culturing mutants lacking NH4+ transporters in both NH4+ competition assays and mutualistic cocultures. Both theoretical and experimental results indicated that the recipient must have a competitive advantage in acquiring cross-fed NH4+ to sustain the mutualism. This recipient-biased competitive advantage is predicted to be crucial, particularly when the communally valuable nutrient is generated intracellularly. Thus, the very metabolites that form the basis for mutualistic cross-feeding can also be subject to competition between mutualistic partners.
INTRODUCTIONMutualisms, or mutually beneficial relationships between organisms, are ubiquitous and play important roles in diverse ecosystems (1). Mutualistic cross-feeding of resources between microbes can have broad impacts, ranging from influencing host health (2, 3) to driving global biogeochemical cycles (4–7). Cross-fed metabolites are often regarded as nutrients due to the value they provide to a dependent partner, the recipient. However, for the partner producing the nutrient, the producer, a cross-fed nutrient’s value can vary. On one extreme, the cross-fed metabolite is valued by the recipient but not the producer, as is the case for fermentative waste products (8–11). In other cases, a cross-fed metabolite holds value for both the recipient and the producer, as is the case for vitamin B12 (7, 12, 13) and ammonium (NH4+) (14, 15). Such communally valuable cross-fed nutrients are subject to partial privatization (16), wherein the producer has mechanisms to retain a portion of the nutrient pool for itself. While most mutualism cross-feeding studies only consider unidirectional metabolite transfer from producer to recipient, we hypothesized that partially privatized cross-fed resources could be subject to competition between partner populations. Such competition from partial privatization mechanisms seems likely, considering that competition for exogenous limiting resources is known to affect mutualism stability (9, 17–20). Similarly, others have shown that adding an exogenous source of a cross-fed nutrient can shift relationships between microbial partners from being mutualistic to competitive (21).One example of cross-feeding that could involve competition between mutualistic partners is NH4+ excretion by N2-fixing bacteria (Fig. 1A), hereon called N2 fixers (14, 15). During N2 fixation, the enzyme nitrogenase converts N2 gas into two NH3 molecules (22). In an aqueous environment, NH3 is in equilibrium with NH4+. At neutral pH, NH4+ is the predominant form, but small amounts of NH3 can potentially leave the cell by passive diffusion across the membrane; this passive diffusion is referred to here as NH4+ excretion (23) (Fig. 1B). This inherent “leakiness” for NH3 likely fosters NH4+ cross-feeding, as extracellular NH3 is available to neighboring microbes. Importantly, these neighbors can include clonal N2 fixers, as NH3/NH4+ is a preferred nitrogen source for most microbes. At concentrations above 20 μM, extracellular NH3 can be acquired by passive diffusion; below 20 μM, NH4+ is specifically bound and transported as NH3 by AmtB transporters (Fig. 1B) (24). AmtB-like transporters are conserved throughout all domains of life (25). There is growing evidence that AmtB is used by N2 fixers to recapture excreted NH3 lost by passive diffusion, as ΔAmtB mutants accumulate NH4+ in culture supernatants, whereas wild-type strains do not (26–28). Thus, during NH4+ cross-feeding, AmtB likely facilitates both NH4+ acquisition by a recipient partner and recapture of NH4+ by the N2 fixer.FIG 1 An obligate bacterial mutualism based on cross-feeding of essential nutrients. (A) Escherichia coli (Ec) anaerobically ferments glucose into excreted organic acids that Rhodopseudomonas palustris Nx (Rp Nx) can consume (acetate, lactate, and succinate) and other products that R. palustris cannot consume (formate [For] and ethanol [EtOH]). R. palustris Nx grows photoheterotrophically, wherein organic compounds are used for carbon and electrons and light is used for energy. In return, R. palustris Nx constitutively fixes N2 gas and excretes NH4+, supplying E. coli with essential nitrogen. (B) NH4+ can be passively lost from cells as NH3. Both species have high-affinity NH4+ transporters (AmtB) that facilitate NH4+ uptake. NH4+ is the predominant form at neutral pH, as indicated by the enlarged arrowheads of the double-sided arrows.Assessment of the effects of interpartner competition for a cross-fed nutrient would require a level of experimental control not possible in most natural settings. However, synthetic microbial communities, or cocultures, are well-suited to address such questions (29–31). We previously developed a bacterial coculture that features cross-feeding of waste products (organic acids) from Escherichia coli and a communally valuable nutrient (NH4+) from Rhodopseudomonas palustris Nx (Fig. 1A) (28). We demonstrated that this coculture supports stable coexistence and reproducible growth and metabolic trends when started from a wide range of starting species ratios, including single colonies (28). Here, using both a kinetic model and genetic manipulation to alter the affinity of each species in the coculture for NH4+, we demonstrate that interpartner competition for excreted NH4+ plays a direct role in maintaining coexistence. Specifically, insufficient competition by E. coli for NH4+ resulted in a collapse of the mutualism. Mutualism collapse could be delayed or potentially avoided through higher NH4+ excretion by R. palustris or increased E. coli population size. Our results suggest that for obligate mutualisms based on an intracellularly generated cross-fed nutrient, competition for that nutrient must be biased in favor of the recipient to avoid mutualism collapse and the potential extinction of both species.RESULTSCompetition for cross-fed NH4+ is predicted to shape mutualism population dynamics.Within our coculture (Fig. 1A), E. coli ferments sugars into waste organic acids, providing essential carbon and electrons to R. palustris Nx. R. palustris Nx converts N2 into NH4+ and is genetically engineered to excrete low micromolar amounts of NH4+, providing essential nitrogen for E. coli (28). The R. palustris parent strain does not support coculture growth with E. coli due to insufficient NH4+ excretion (28). NH4+ excretion by R. palustris Nx is due to a 48-nucleotide internal deletion in the gene for the master transcriptional regulator of nitrogenase, nifA, which results in constitutive nitrogenase activity even in the presence of normally inhibitory NH4+ (32). In contrast to organic acids, which are only useful to R. palustris, NH4+ produced by R. palustris Nx is essential for the growth of both species; R. palustris uses some NH4+ that it converted from N2 for its own biosynthesis and excretes the rest, which serves as the nitrogen source for E. coli. However, R. palustris Nx can also take up extracellular NH4+ (32). Thus, we hypothesized that competition for excreted NH4+ between the R. palustris Nx producer population and the E. coli recipient population could influence mutualism dynamics.We first explored whether competition for cross-fed NH4+ could affect the mutualism by using SyFFoN, a mathematical model describing our coculture (28, 33). SyFFoN simulates population and metabolic dynamics in batch cocultures based on Monod equations with experimentally determined parameter values. Graphical details for individual functions and parameter value choices have been described elsewhere (33). As previous versions described NH4+ uptake kinetics only for E. coli (28, 33), we amended SyFFoN to include both an R. palustris NH4+ uptake affinity constant (Km) and a higher R. palustris maximum growth rate (μMAX) when NH4+ is used (Fig. 2A; see also Table S1 and Text S1). Simulations from the amended model, SyFFoN v3, and the previous version, SyFFoN v2 (33), were comparable (Fig. S1). We then simulated batch cocultures, wherein the relative affinity for NH4+ varied between the two species by increasing the Km value for NH4+ from the default value of 0.01 mM in either species (Fig. 2B). We did not decrease Km values, because NH4+ transporters are regarded as high-affinity transporters (34), and therefore we assumed that a higher affinity was less likely physiologically. The model predicted that net growth of both species is achieved only when the R. palustris affinity for NH4+ is low relative to that of E. coli (R. palustris:E. coli affinity ratio, <1; herein affinity values are the inverse of Km values), as E. coli can acquire enough excreted NH4+ to be able to grow. In contrast, when the R. palustris affinity for NH4+ is high relative to that of E. coli (R. palustris:E. coli affinity ratio, >1), E. coli growth is no longer supported, because E. coli cannot compete for excreted NH4+. These trends are minimally impacted by the increase in the R. palustris growth rate when reacquiring NH4+ (Fig. S2). Changing the default Km value (e.g., to 1 μM) affected the simulated cell density values but not the overall trends. Despite the lack of E. coli growth, high R. palustris cell densities were still predicted (Fig. 2B), due to persistent, low-level organic acid cross-feeding stemming from E. coli maintenance metabolism, which can support R. palustris growth even when E. coli is not growing (33). In contrast, NH4+ cross-feeding from R. palustris to E. coli functions solely in a growth-dependent manner, as the organic acids from E. coli serve both as the electron source for nitrogenase and the carbon source for R. palustris growth.10.1128/mBio.01620-17.9TABLE S1 Default and alternative parameter values used in SyFFoN v3 (unless stated otherwise). Download TABLE S1, DOCX file, 0.02 MB.Copyright © 2017 McCully et al.2017McCully et al.This content is distributed under the terms of the Creative Commons Attribution 4.0 International license.10.1128/mBio.01620-17.1TEXT S1 SyFFoN v3 equations and parameter descriptions. Download TEXT S1, DOCX file, 0.1 MB.Copyright © 2017 McCully et al.2017McCully et al.This content is distributed under the terms of the Creative Commons Attribution 4.0 International license.10.1128/mBio.01620-17.2FIG S1 SyFFoN v2 and v3 predict similar cell densities and product concentrations. Predictions from SyFFoN v2 and SyFFoN v3 and empirical data for final cell densities (A) and product yields (B to E) are shown. Batch cultures (300 h) were simulated. SyFFoN v3 includes the roles of relative NH4+ affinities, whereas SyFFoN v2 does not. RA values for R. palustris NH4+ excretion were set to 0.15 fmol/cell and 0.5 fmol/cell for R. palustris strains Nx and Nx ΔAmtB, respectively. For SyFFoN v3, two simulations were performed using either equivalent NH4+ affinities or a slightly higher E. coli NH4+ affinity, based on the relative competitive affinities from Fig. 3 (KA, 0.01 mM; KAR, 0.05 mM). Symbols represent simulated values. Bars represent standard deviations from empirical data (n = 4). Simulated starting cell densities in panel A are indicated by dotted lines. Download FIG S1, TIF file, 0.4 MB.Copyright © 2017 McCully et al.2017McCully et al.This content is distributed under the terms of the Creative Commons Attribution 4.0 International license.10.1128/mBio.01620-17.3FIG S2 Simulation of longer (2,000 h) batch cultures and omitting the R. palustris growth rate boost on NH4+ do not change overall model predictions. (A) Simulation of 2,000-h cocultures instead of 300 h, as in Fig. 2B, allowed sufficient time for complete conversion of glucose into consumable organic acids by the smaller E. coli population and higher R. palustris final cell densities. (B) Omitting the boost in the R. palustris growth rate on NH4+ did not affect the model trends. To prevent the boosted growth rate, μRpMax2 was changed from 0.0152 h−1 (A) to 0 h−1 (B) for simulated 2,000-h batch cultures. (A, B) Initial cell densities are indicated by dotted lines. Relative NH4+ affinity values represent the relative E. coli Km for NH4+ (KA) divided by that of R. palustris (KAR). For a ratio of 1, each species had a default Km for NH4+ of 0.01 mM. To the left of 1, the R. palustris Km value was raised. To the right of 1, the E. coli Km value was raised. Both panels show final cell densities (solid lines) of R. palustris (Rp; purple) and E. coli (Ec; orange) after simulated 2,000-h batch cultures. Starting cell densities (dashed lines) were based on a 1% dilution of cocultures containing 10% E. coli. Download FIG S2, TIF file, 0.2 MB.Copyright © 2017 McCully et al.2017McCully et al.This content is distributed under the terms of the Creative Commons Attribution 4.0 International license.FIG 2 Simulations suggested that E. coli must have a competitive advantage for NH4+ acquisition relative to R. palustris to support mutualistic growth. (A) The default SyFFoN version, which enforces partial privatization of NH4+ by allowing R. palustris (Rp) to directly use N2. The yellow highlighted R. palustris NH4+ uptake arrow is new to the default SyFFoN version used here. Red highlighting indicates that both formate (For) and consumable organic acids (OAcs; succinate, lactate, and acetate) can inhibit growth and metabolism if they accumulate enough to acidify the medium. (B) Simulated population trends from the model in panel A. (C) Modified SyFFoN version where all NH4+ made from N2 is available to both species by removing the direct utilization of N2 by R. palustris (black X). See Text S1 and Table S2 for more details. (D) Simulated population trends from the model in panel C. (B and D) Final cell densities (solid lines) of R. palustris and E. coli after 300 h in simulated batch cultures for a range of relative NH4+ affinities. Starting cell densities (dashed lines) were based on a 1% dilution of cocultures containing 10% E. coli, as has been observed experimentally (28). Affinity is taken to be the inverse of Km. Therefore, relative NH4+ affinity values represent the E. coli Km for NH4+ (KA) divided by that of R. palustris (KAR). For a ratio of 1, each species had a default Km for NH4+ of 0.01 mM. To the left of 1, the R. palustris Km value was raised. To the right of 1, the E. coli Km value was raised. The peak and then decline in R. palustris cell density as its affinity for NH4+ increased is an artifact of the amount of organic acids that nongrowing E. coli cells excreted by 300 h, as the peak was not observed when more time was simulated (Fig. S2).10.1128/mBio.01620-17.10TABLE S2 Strains, plasmids, and primers used in this study. Download TABLE S2, DOCX file, 0.02 MB.Copyright © 2017 McCully et al.2017McCully et al.This content is distributed under the terms of the Creative Commons Attribution 4.0 International license.The SyFFoN prediction that mutualism stability requires that E. coli have a higher affinity for NH4+ than does R. palustris might seem at odds with other models of resource competition, wherein an increased cost of cooperation and/or decreased resource capture by the cooperator (as should be the case when E. coli further outcompetes R. palustris for NH4+) can result in extinction of the cooperator (35, 36). We reasoned that the population-level outcome from altering the affinity for a communally valuable nutrient depends on whether the nutrient is generated intra- or extracellularly. Intracellular generation of a communally valuable nutrient would enforce partial privatization, as the producer would have a steep advantage in retaining a sufficient portion of the nutrient pool. No matter what the recipient affinity for the nutrient, it could never overcome the advantage imparted by the physical boundary of the producer’s cell envelope. Extracellular generation, on the other hand, such as the enzymatic release of sugar monomers from extracellular polysaccharides, can result in the majority of the nutrient being lost to neighboring cells, making the ability of the producer to capture the nutrient more important (35, 37). The producer advantage of intracellular nutrient generation is built into SyFFoN, as N2 and NH4+ are treated as two separate nitrogen sources; while both species can acquire extracellular NH4+, there is also a direct route for N2 into an R. palustris biomass, bypassing NH4+ (Fig. 2A; Text S1). To assess whether the intrinsic partial privatization provided by this direct route was responsible for the SyFFoN prediction, we modified SyFFoN so that all N2 went through NH4+ before it could be assimilated by either species (Fig. 2C), mimicking extracellular generation of NH4+. In this configuration, a disproportionately high affinity for NH4+ by either species prevented the growth of either one or both species (Fig. 2D). In the range where net growth of both species was predicted, coculture growth was dependent on preferential access by R. palustris, the producer rather than the recipient (Fig. 2D), similar to predictions from studies between cooperator and competitor cells (35, 37). Thus, the requirement that the E. coli recipient be more competitive for NH4+ to maintain coexistence is expected to only be true for intracellularly generated NH4+.Genetic disruption of AmtB NH4+ transporters affects relative affinities for NH4+.Bacterial cells generally acquire NH4+ through two mechanisms: passive diffusion of NH3 or uptake by AmtB transporters (Fig. 1B) (24). We hypothesized that deletion of the amtB gene in either species would result in a lower affinity for NH4+ in that species and thus could be used to test how the relative NH4+ affinity impacts coculture dynamics. We generated ΔAmtB mutants of both E. coli and R. palustris and first characterized the effects of the mutations in monocultures. Deletion of amtB in E. coli had no effect on growth or fermentation profiles when 15 mM NH4Cl was provided (Fig. S3), consistent with previous observations where ΔAmtB growth defects were only apparent at NH4+ concentrations below 20 μM (24). In R. palustris ΔAmtB monocultures with N2 as the nitrogen source, growth trends were equivalent to those of the parent strain; however, R. palustris ΔAmtB excreted more NH4+ than the parent strain and about a third of that excreted by R. palustris Nx (Fig. S3C and D). In line with our hypothesis, NH4+ excretion by R. palustris ΔAmtB could be due to a decreased ability to reacquire NH4+ lost by diffusion, resulting in increased net NH4+ excretion. Alternatively, we considered that NH4+ excretion by R. palustris ΔAmtB could be due to improper nitrogenase regulation in response to NH4+ (27, 38). However, we found that nitrogenase activity in R. palustris ΔAmtB responded similarly to NH4+-induced inhibition as in the parental strain (Fig. S4). These observations demonstrated that R. palustris ΔAmtB NH4+ excretion is likely due to a poor ability to reacquire NH4+ lost by diffusion.10.1128/mBio.01620-17.4FIG S3 E. coli ΔAmtB and R. palustris ΔAmtB monoculture growth and metabolic trends. (A and B) Growth rates (A) and fermentation product yields (B) from WT E. coli (filled) or E. coli ΔAmtB (open) monocultures grown in MDC with 25 mM glucose and 15 mM NH4Cl. Lower concentrations of NH4Cl were not tested because other studies have shown that growth is only affected below 20 μM (24). In batch culture, 20 μM would provide insufficient nitrogen to observe any growth. Fermentation profiles were determined from samples from stationary monocultures. Error bars indicate standard deviations (SD; n = 3). (C and D) Growth curves (C) and relative NH4+ excretion (D) of R. palustris monocultures grown in MDC with 3 mM sodium acetate and a 100% N2 headspace. Error bars indicate SD (n = 4). Download FIG S3, TIF file, 0.3 MB.Copyright © 2017 McCully et al.2017McCully et al.This content is distributed under the terms of the Creative Commons Attribution 4.0 International license.10.1128/mBio.01620-17.5FIG S4 R. palustris ΔAmtB responds to NH4+-induced switch off of nitrogenase. The effect of either NH4Cl or NaCl on growth (A and C) and H2 production (B, D, and E) by R. palustris Nx, ΔAmtB, or parental monocultures. (A to D) R. palustris monocultures were grown in MDC with 20 mM sodium acetate and 100% N2 headspace until mid-exponential phase, and then cultures were supplemented with either 15 mM NH4Cl or 15 mM NaCl at the time indicated by the arrow. Nitrogenase activity was measured using H2 production as a convenient alternative to an acetylene reduction assay, since H2 is an obligate product of the nitrogenase reaction and, unlike most N2-fixing bacteria that oxidize any H2 produced, our R. palustris strain accumulates H2 due to a ΔhupS mutation that inactivates hydrogenase. (E) R. palustris monocultures were grown in MDC with 20 mM sodium acetate and 100% N2 headspace with (gray) or without (white) 15 mM NH4Cl. Samples for determining H2 yields were taken 1 week after inoculation, within 24 h of entry into stationary phase. Error bars indicate standard deviations (n = 3). Download FIG S4, TIF file, 0.3 MB.Copyright © 2017 McCully et al.2017McCully et al.This content is distributed under the terms of the Creative Commons Attribution 4.0 International license.To test our hypothesis that deletion of amtB would lower cellular affinity for NH4+, we directly tested all possible E. coli and R. palustris strain combinations in competition assays in which ample carbon was available for each species but the NH4+ concentration was kept low. Specifically, a small amount of NH4+ was added every hour to bring the final NH4+ concentration to approximately 5 μM, although it is possible that the NH4+ concentration exceeded 5 μM at early time points when consumption rates could have been slow due to low cell densities (Fig. 3). In this competition assay, the species that is more competitive for NH4+ should reach a higher cell density than the other species. In all cases, wild-type (WT) E. coli was more competitive for NH4+ than any R. palustris strain. However, each R. palustris strain was able to outcompete E. coli ΔAmtB (Fig. 3), even though the E. coli maximum growth rate is 4.6 times higher than that of R. palustris (Fig. S3). Even R. palustris strains lacking AmtB outcompeted E. coli ΔAmtB (Fig. 3), indicating that R. palustris has a higher affinity for NH4+ than E. coli, independent of AmtB. These data confirmed that deletion of amtB was an effective means by which to lower the relative affinity for NH4+ in each mutualistic partner.FIG 3 AmtB is important for competitive NH4+ acquisition. Competitive indexes for E. coli after 96 h in NH4+-limited competition assay cocultures. Cocultures were inoculated with E. coli and R. palustris at equivalent cell densities with excess carbon available for each species (25 mM glucose for E. coli and 20 mM sodium acetate for R. palustris). NH4+ was added to cocultures to a final concentration of 5 μM every hour for 96 h, a concentration at which AmtB is important for NH4+ uptake (24). The dotted line indicates a competitive index value of 1, where both species are equally competitive for NH4+. Filled triangles, WT E. coli; open triangles, E. coli ΔAmtB. Error bars indicate standard deviations (n = 3). Different letters indicate statistical differences between competitive index values (P < 0.05, determined by one-way analysis of variance with Tukey’s multiple-comparisons posttest).Alteration of relative NH4+ affinities affects mutualistic partner frequencies.We then examined how relative affinities for excreted NH4+ influenced mutualism dynamics by comparing the growth trends of cocultures containing either WT E. coli or E. coli ΔAmtB, paired with either R. palustris ΔAmtB, R. palustris Nx, or R. palustris NxΔAmtB, the latter of which we previously determined exhibited 3-fold-higher NH4+ excretion levels than the Nx strain in monoculture (28). We did not use the R. palustris parent strain, because it was previously determined not to support coculture growth due to insufficient NH4+ excretion (28). For each R. palustris partner, cocultures with E. coli ΔAmtB grew slower than cocultures with WT E. coli (Fig. 4A and B). E. coli ΔAmtB also constituted a lower percentage of the population and achieved lower cell densities than did WT E. coli when paired with the same R. palustris strain (Fig. 4C). These lower frequencies were consistent with the competitive disadvantage of E. coli ΔAmtB for excreted NH4+ (Fig. 3). AmtB is only expected to be important for NH4+ acquisition when concentrations are below 20 μM (24). In agreement with this expectation, supplementing cocultures with 15 mM NH4Cl led to rapid growth and domination by E. coli ΔAmtB (Fig. S5), which resembled those characteristics of previous cocultures with WT E. coli that were supplemented with 15 mM NH4Cl (28). The low final cell density in cocultures with 15 mM NH4Cl (Fig. S5) is due to rapid organic acid excretion associated with the high E. coli growth rate, which leads to culture acidification that prevents R. palustris growth (28).10.1128/mBio.01620-17.6FIG S5 E. coli ΔAmtB outgrows R. palustris Nx and prevents R. palustris growth when cocultures are supplemented with 15 mM NH4Cl. Growth curves (A), final cell densities (B), and product yields (C) from cocultures of E. coli ΔAmtB paired with R. palustris Nx supplied with either 15 mM NaCl (gray) or NH4Cl (black). Final cell densities were taken within 24 h into stationary phase. Initial cell densities were approximately 3 × 106 CFU/ml for E. coli ΔAmtB and 1 × 108 CFU/ml for R. palustris Nx, which represented a 1% inoculum from stationary starter cocultures from single colonies. Error bars indicate standard deviations (n = 3). Download FIG S5, TIF file, 0.2 MB.Copyright © 2017 McCully et al.2017McCully et al.This content is distributed under the terms of the Creative Commons Attribution 4.0 International license.FIG 4 AmtB influences population and metabolic trends of both partners in coculture. Growth curves (A), growth rates (B), final cell densities (C), and fermentation product yields (D) from cocultures of all combinations of mutants lacking AmtB are shown. Final cell densities and fermentation product yields were determined after 1 week, within 24 h of entering stationary phase. Cocultures were started with a 1% inoculum of stationary starter cocultures grown from single colonies that reached comparable final cell densities, as those shown in panels A and C. ND, not determined. Error bars indicate standard deviations (n = 4). Different letters indicate statistical differences (P < 0.05, determined by a one-way analysis of variance with Tukey’s multiple-comparisons posttest).For R. palustris strains lacking AmtB, the effects on population trends varied. Consistent with our previous work, R. palustris NxΔAmtB supported higher WT E. coli percentages and cell densities (Fig. 4C) (28). Similar to adding 15 mM NH4+, the high NH4+ excretion level from R. palustris NxΔAmtB (Fig. S3D) resulted in faster E. coli growth and accumulation of consumable organic acids (acetate, succinate, and lactate), which acidify the medium and inhibit R. palustris growth (Fig. 4D) (28). Surprisingly, although R. palustris ΔAmtB excreted the least amount of NH4+ in monoculture, it supported a higher WT E. coli population in coculture, and consumable organic acids accumulated (Fig. 4C and D). These trends resembled those from cocultures with R. palustris NxΔAmtB (Fig. 4C and D). Unlike Nx strains, which have constitutive nitrogenase activity due to a mutation in the transcriptional activator nifA (32), R. palustris ΔAmtB has WT nifA. Thus, R. palustris ΔAmtB can likely still regulate nitrogenase expression, and thereby its activity, in response to nitrogen starvation. We hypothesized that in coculture with WT E. coli, R. palustris ΔAmtB might experience heightened nitrogen starvation, as NH4+ consumption by WT E. coli would limit NH4+ reacquisition by R. palustris ΔAmtB (in an R. palustris ΔAmtB monoculture, any lost NH4+ would simply benefit its clones). We therefore tested whether coculture conditions stimulated higher nitrogenase activity by using an acetylene reduction assay. In agreement with our hypothesis, R. palustris ΔAmtB had increased nitrogenase activity under coculture conditions compared to monocultures, whereas R. palustris Nx, which exhibits constitutive nitrogenase activity, showed similar levels under both conditions (Fig. S6). Thus, the relatively greater WT E. coli population in coculture with R. palustris ΔAmtB was likely due to both the competitive advantage for acquiring NH4+ over R. palustris ΔAmtB (Fig. 3) and the higher NH4+ cross-feeding levels associated with increased nitrogenase activity.10.1128/mBio.01620-17.7FIG S6 R. palustris ΔAmtB nitrogenase activity increases in coculture. Normalized nitrogenase activity of R. palustris in monoculture (Mono) or coculture (Co) was measured in an acetylene reduction assay. Ethylene levels were divided by total R. palustris CFU in the test tube and then normalized to the R. palustris Nx monoculture value. Error bars indicate standard deviations (n = 4). *, statistical difference between monoculture and coculture conditions (P < 0.05, determined using multiple two-tailed t tests); ns, no significant difference. Download FIG S6, TIF file, 0.1 MB.Copyright © 2017 McCully et al.2017McCully et al.This content is distributed under the terms of the Creative Commons Attribution 4.0 International license.E. coli must have a competitive advantage for NH4+ acquisition to avoid mutualism collapse.Unlike all other pairings, cocultures of R. palustris ΔAmtB paired with E. coli ΔAmtB showed little growth when started from a single colony of each species (Fig. 4A), a method that we routinely use to initiate cocultures (28, 33). We reasoned that the higher R. palustris ΔAmtB affinity for NH4+ relative to E. coli ΔAmtB (Fig. 3) likely led to community collapse, as predicted by SyFFoN (Fig. 2B). Even though SyFFoN predicted R. palustris growth when outcompeting E. coli for NH4+ (Fig. 2B), SyFFoN likely underestimated the time required to achieve these densities, if they would be achieved at all, as SyFFoN does not take into account cell death, which is known to occur when E. coli growth is prevented (33). Consistent with the hypothesis that poor coculture growth was due to a competitive disadvantage of E. coli ΔAmtB for NH4+, SyFFoN simulations indicated that starting with a more dilute R. palustris inoculum would increase the probability that any given E. coli ΔAmtB cell would acquire NH4+ when in competition with R. palustris and thereby overcome the competitive disadvantage of E. coli ΔAmtB for NH4+ (Fig. S7). Indeed, we observed greater growth of both species when cocultures were inoculated at ratios with equal or higher relative densities of E. coli ΔAmtB versus R. palustris ΔAmtB (Fig. S7).10.1128/mBio.01620-17.8FIG S7 Higher initial cell densities of E. coli ΔAmtB can partially compensate for a low E. coli NH4+ affinity. Simulations (A) and empirical data (B and C) showing the effects of the initial CFU ratio of R. palustris (Rp) to E. coli (Ec) on population and coculture growth trends are shown for E. coli, with a lower affinity for NH4+ than R. palustris. (A) Batch cultures (300 h) were simulated with a relative R. palustris:E. coli affinity ratio (Rp:Ec) for NH4+ of 1000 (KA = 10; KAR = 0.01). (B and C) Changes in cell densities after 1 week of growth (B) and growth curves of cocultures inoculated at different species ratios (C). In all three panels, a ratio of 1 represents 2.7 × 106 cells/ml (A) or CFU/ml (B and C). Thus, the listed ratios were achieved by diluting either species rather than concentrating them. Error bars indicate standard deviations (n = 3). Download FIG S7, TIF file, 0.2 MB.Copyright © 2017 McCully et al.2017McCully et al.This content is distributed under the terms of the Creative Commons Attribution 4.0 International license.The explanation that mutualism collapse was due to a competitive advantage of R. palustris ΔAmtB over E. coli ΔAmtB for NH4+ called into question why cocultures pairing E. coli ΔAmtB with either R. palustris Nx or R. palustris NxΔAmtB did not collapse as well (Fig. 4), given that in all of these pairings E. coli ΔAmtB was at a competitive disadvantage (Fig. 3). We hypothesized that a relatively high NH4+ excretion level by these latter R. palustris strains (Fig. S3D) could compensate for a low E. coli NH4+ affinity. To explore this hypothesis, we simulated cocultures with the R. palustris affinity for NH4+ set high relative to that of E. coli (R. palustris:E. coli affinity ratio, 1,000) and varied the R. palustris NH4+ excretion level (Fig. 5). Indeed, increasing R. palustris NH4+ excretion was predicted to overcome a low E. coli affinity for NH4+ and support growth of both species (Fig. 5). The only exception was at the highest levels of NH4+ excretion, where R. palustris growth was predicted to be inhibited due to rapid E. coli growth and subsequent accumulation of organic acids that acidify the environment (Fig. 5), similar to previous observations where we experimentally increased the NH4+ excretion level (28). These simulations suggested that R. palustris Nx and NxΔAmtB supported coculture growth with E. coli ΔAmtB due to higher NH4+ excretion levels (Fig. S3D), whereas a combination of low NH4+ excretion by R. palustris ΔAmtB (Fig. S3D) and a low affinity for NH4+ by E. coli ΔAmtB led to collapse of the mutualism in this pairing.FIG 5 Higher R. palustris NH4+ excretion levels are predicted to compensate for a low E. coli NH4+ affinity. Batch cultures (after 300 h) were simulated with a relative NH4+ affinity of 1,000 (R. palustris:E. coli affinity ratio [Rp:Ec]; affinity values are the inverse of Km values) over different R. palustris NH4+ excretion levels (SyFFoN parameter RA). Final cell densities, solid lines; initial cell densities, dotted lines.To this point, we had only considered the effect of severe discrepancies in NH4+ affinities between the two species (e.g., a 1,000-fold difference in Km values in our simulations) as a mechanism leading to coculture collapse within the time period of a single culturing. However, we wondered if a subtle discrepancy in NH4+ affinities could lead to coculture collapse if given more time. We therefore simulated serial transfers of cocultures with partners having different relative NH4+ affinities (Fig. 6A and B). At equivalent NH4+ affinities (Fig. 6A), both species were predicted to be maintained over serial transfers. However, when the relative affinities approached a threshold (relative R. palustris:E. coli affinity ratio, 1.5), cell densities of both species were predicted to decrease over serial transfers (Fig. 6B). This decline in coculture growth is due to E. coli being slowly but progressively outcompeted for NH4+ by R. palustris. As the difference between the R. palustris and E. coli populations expands, R. palustris cells have a greater chance of acquiring NH4+ than the smaller E. coli population, further starving E. coli and simultaneously cutting off R. palustris from its supply of organic acids from E. coli.FIG 6 A low E. coli affinity for NH4+ results in coculture collapse over serial transfers when paired with R. palustris Nx. (A and B) Simulated batch cultures (300 h) were serially transferred using a 1% inoculum based on the cell density at 300 h for the previous culture. Relative NH4+ affinity values represent the relative E. coli Km for NH4+ (KA) divided by that of R. palustris (KA). KA and KAR were both 0.01 mM in panel A. KA was 0.015 mM and KAR was 0.01 mM in panel B. (C) Change in cell densities of R. palustris Nx and E. coli ΔAmtB of cocultures grown for 1 week, less than 24 h into stationary phase. A 1% inoculum was used for each subsequent serial transfer. Error bars indicate standard deviations (SD; n = 4). Final E. coli cell percentages ± SD for each transfer are shown.The above prediction prompted us to investigate if cocultures pairing R. palustris Nx with E. coli ΔAmtB were stable through serial transfers. We focused on cocultures with R. palustris Nx rather than R. palustris NxΔAmtB, because R. palustris Nx has AmtB and would therefore be most likely to outcompete E. coli ΔAmtB. Strikingly, over eight serial transfers of cocultures pairing R. palustris Nx with E. coli ΔAmtB, we observed a significant decrease in cell densities of both partners (Fig. 6C). This decline in coculture growth over serial transfers was in stark contrast to results with cocultures of R. palustris Nx paired with WT E. coli, which we have serially transferred over 100 times with no extinction events (J. B. McKinlay, unpublished data). These results indicate that the recipient population must have a competitive advantage for a cross-fed nutrient relative to the producer population to avoid mutualism collapse.DISCUSSIONHere, we demonstrated that within a mutualistic relationship, partners can compete for a cross-fed nutrient upon which the mutualistic interaction is based, in this case NH4+. This competition can impact partner frequencies and mutualism stability. We demonstrated that efficient nutrient reacquisition by the producer can render nutrient excretion levels insufficient for mutualistic growth, starving the recipient and leading to tragedy of the commons (Fig. 6) (39). Conversely, recipient-biased competition for a cross-fed nutrient promotes mutualism stability. As noted above, the importance of this recipient-biased competitive advantage likely depends on whether the communally valuable resource is generated intracellularly or extracellularly (compare Fig. 2A and C). Intracellular synthesis ensures that a portion of the nutrient pool can be assimilated by the producing partner regardless of the differential affinity between the partners for that nutrient after excretion (Fig. 2A). Intracellular generation therefore helps stabilize a mutualism against an otherwise-competitive recipient by enforcing partial privatization. The competitive advantage of the recipient is in turn necessary to limit reacquisition of the excreted nutrient by the producer and thereby to drive directionality in nutrient exchange. Although partial privatization has primarily been thought to depend on mechanisms used by the producer to retain a portion of a communally valuable resource (16), our results indicate that the degree of privatization can be influenced by the partner as well; competition for the excreted nutrient pool impacts how much of a cross-fed resource will be shared versus reacquired. In effect, recipient-biased competition for an excreted communally valuable nutrient avoids tragedy of the commons by enforcing partial privatization over complete privatization.It is expected that for mutualistic relationships based on the extracellular generation of nutrients, such as the release of sugar from a polymer, a high affinity for the nutrient by either partner can collapse the mutualism (Fig. 2D). It has been shown that microbes that excrete sugar polymer-degrading enzymes in the presence of competitors must have an advantage in obtaining the released sugars to proliferate, or even to avoid extinction (35–37). Supplementing a mutualism with an exogenous source of an otherwise-excreted communally valuable nutrient could also be viewed to mimic extracellular production. In these cases, the population outcome is also heavily influenced by the competitive affinities of each partner. For example, progressively adding exogenous nutrients to a yeast coculture stabilized by amino acid cross-feeding was shown to shift a mutualistic relationship to one of competition (21).The importance of the recipient having the upper hand in interpartner competition likely applies to other synthetic cocultures and natural microbial mutualisms that are based on the cross-feeding of communally valuable nutrients that are generated intracellularly, including amino acids (21, 40, 41) and vitamin B12 (7, 12). The same rule could also apply to interkingdom and nonmicrobial cross-feeding examples, such as those between plants and bacteria, fungi, or pollinators (1). In these cases, any decrease in resource release or emergence of traits allowing for reacquisition of a released resource would be expected to undermine the mutualism. Conversely, some nonmicrobial examples of cooperative feeding would be expected to follow the predictions for microbial mutualisms based on the extracellular generation of a communally valuable resource. For example, cooperative hunting between grouper fish and moray eels (42) or cooperative harvesting of honey from bee hives between honeyguide birds and humans (43) would be expected to collapse if a single partner were to monopolize the resource (44). Indeed, the cooperative relationship between honeyguide birds and humans has declined in areas that have adopted bee-keeping practices, though in this case such declines are due to a technological advancement rather than evolution (43).Our study also provided mechanistic insights into acquisition of communally valuable nutrients. AmtB transporters were shown to be crucial determinants of interpartner competition for NH4+. We were intrigued to find that when both species lacked AmtB, R. palustris outcompeted E. coli for NH4+ (Fig. 5), enough to collapse the mutualism within a single culturing (Fig. 3). Whether by maximizing NH4+ retention or reacquisition, R. palustris, and perhaps other N2 fixers, might have additional mechanisms aside from AmtB to minimize loss of NH4+ as NH3. These mechanisms could include a relatively low internal pH to favor NH4+ over NH3, negatively charged surface features, or relatively high affinities by NH4+-assimilating enzymes, such as glutamine synthetase. There are several reasons why it would be beneficial for N2 fixers to minimize NH4+ loss. First, N2 fixation is expensive, both in terms of the enzymes involved (45) and the reaction itself, costing 16 ATP to convert 1 N2 into 2 NH3 (46). Passive loss of NH3 would only add to this cost, as more N2 would have to be fixed to compensate. Second, loss of NH4+ could benefit nearby microbes competing against an N2 fixer for separate limiting nutrients (15, 47). The possibility that N2 fixers could have a superior ability to retain or acquire NH4+, perhaps by using mechanisms that are independent of AmtB, is not far-fetched. Bacteria are known to exhibit differential mechanisms to compete for nutrients. For example, iron acquisition commonly involves the excretion of iron-binding molecules or proteins called siderophores, which can differ in chemical structure and affinity for iron. These structural differences also influence their potential to be utilized by competitors and therefore their communal value as an extracellularly generated resource (48). Strategies to utilize siderophores as a shared resource are numerous, and they lead to different cooperative or competitive outcomes in microbial communities (48, 49). One must consider that additional mechanisms for acquiring NH4+ beyond AmtB might likewise exist. Understanding the physiological mechanisms that confer competitive advantages for nutrient acquisition between species will undoubtedly aid in describing the interplay between competition and cooperation within mutualisms.MATERIALS AND METHODSStrains and growth conditions.Strains, plasmids, and primers are listed in Table S2. All R. palustris strains contained ΔuppE and ΔhupS mutations to facilitate accurate CFU measurements by preventing cell aggregation (50) and to prevent H2 uptake, respectively. E. coli was cultivated on Luria-Burtani (LB) agar, and R. palustris was cultivated on defined mineral (PM) agar (51) with 10 mM succinate. (NH4)2SO4 was omitted from PM agar for determining R. palustris CFU. Monocultures and cocultures were grown in 10 ml of defined M9-derived coculture medium (MDC) (28) in 27-ml anaerobic test tubes. To make the medium anaerobic, MDC was exposed to N2 via bubbling, and then tubes were sealed with rubber stoppers and aluminum crimps and then autoclaved. After autoclaving, MDC medium was supplemented with cation solution (1% [vol/vol]; 100 mM MgSO4 and 10 mM CaCl2 stock concentration) and glucose (25 mM final concentration), unless indicated otherwise. E. coli monocultures were also supplemented with 15 mM NH4Cl. All cultures were grown at 30°C laying horizontally under a 60-W incandescent bulb with shaking at 150 rpm. Starter cocultures were inoculated with 200 μl MDC containing a suspension of a single colony of each species. Test cocultures were inoculated using a 1% inoculum from starter cocultures. Serial transfers were also inoculated with a 1% inoculum. Kanamycin and gentamicin were added to final concentrations of 100 μg/ml for cultures of R. palustris and 15 μg/ml for E. coli cultures when appropriate.Generation of R. palustris mutants.R. palustris mutants were derived from wild-type CGA009 (52). Generation of strains CGA4004, CGA4005, and CGA4021 is described elsewhere (28). To generate strain CGA4026 (R. palustris ΔAmtB), the WT nifA gene was amplified using primers JBM1 and JBM2, digested with XbaI and BamHI, and ligated into plasmid pJQ200SK to make pJQnifA16. This suicide vector was then introduced into CGA4021 by conjugation, and sequential selection and screening were performed as described (53) to replace nifA* with WT nifA. Reintroduction of the WT nifA gene was confirmed by PCR and sequencing.Generation of the E. coli ΔAmtB mutant.P1 transduction (54) was used to introduce ΔamtB::km from the Keio Collection strain JW0441-1 (55) into E. coli MG1655. The ΔamtB::km genotype of kanamycin-resistant colonies was confirmed by PCR and sequencing.Analytic procedures.Cell density was assayed based on the optical density at 660 nm (OD660) using a Genesys 20 visible spectrophotometer (Thermo-Fisher, Waltham, MA). Growth curve readings were obtained in culture tubes without sampling (i.e., tube OD660). Specific growth rates were determined using OD660 readings between 0.1 and 1.0, a range for which there is a linear correlation between cell density and OD660. Final OD660 measurements were taken in cuvettes, and samples were diluted into the linear range as necessary. H2 was quantified using a gas chromatograph (Shimazu, Kyoto, Japan) with a thermal conductivity detector as described (56). Glucose, organic acids, formate, and ethanol were quantified using a Shimadzu high-performance liquid chromatograph as described (57). NH4+ was quantified using an indophenol colorimetric assay as described (28). Acetylene reduction assays (45) were performed by first harvesting cells from 10 ml of medium and resuspending in 10 ml of fresh MDC medium in 27-ml sealed tubes preflushed with argon gas. Suspensions were incubated in light for 1 h at 30°C to recover. Then, 250 μl of 100% acetylene gas was injected into the headspace to initiate the assay, and ethylene production was measured over time by gas chromatography, as described (45). Ethylene levels were normalized to total R. palustris CFU in the 10-ml volume.NH4+ competition assay.Fed batch cultures were prepared in custom anaerobic 75-ml serum vials with side sampling ports. Each vial contained a stir bar and 30 ml of MDC and was sealed at both ends with rubber stoppers and aluminum crimps. Each vial was supplemented with 25 mM glucose, 1% (vol/vol) cation solution, and 20 mM sodium acetate. Unlike acetic acid, which E. coli excretes, sodium acetate does not change the pH of the medium. Starter monocultures of each species were grown to equivalent CFU (per milliliter) in MDC containing limiting nutrients (3 mM sodium acetate for R. palustris and 1.5 mM NH4Cl for E. coli), and 1 ml of each species culture was inoculated into the serum vials. These competition cocultures were incubated at 30°C under a 60-W incandescent bulb with stirring at 200 rpm for 96 h. Each serum vial was constantly flushed with Ar to maintain anaerobic conditions. NH4Cl was fed from a 500 μM NH4Cl stock via a peristaltic pump on an automatic timer at a rate of 0.33 ml/min once an hour for a final concentration of ~5 μM upon each addition. The NH4+ concentration was below the known concentration at which AmtB transporters become important for NH4+ uptake (24). Samples were taken at 0 and 96 h for quantification of CFU.Mathematical modeling.A Monod model describing bidirectional cross-feeding in batch cultures, called SyFFoN v3 (syntrophy between fermenter and fixer of nitrogen, version 3), was modified from our previous model (33) to allow for competition between E. coli and R. palustris for NH4+ as follows: (i) an equation for the R. palustris growth rate on NH4+ was added to boost the R. palustris growth rate when acquiring NH4+ and (ii) the ability for R. palustris to consume NH4+ was added along with an R. palustris Km for NH4+ (KAR). Default NH4+
Km values were set to 0.01 mM for both species, to achieve a ratio of 1. To achieve higher R. palustris or E. coli relative NH4+ affinities, the E. coli or R. palustris Km value was raised, respectively. Simulated cultures were run for 300 h unless noted otherwise. Normally, full glucose consumption occurs by ~100 h under typical experimental conditions and in corresponding simulations, but 300 h was allowed to capture trends that would take longer to emerge in response to parameter changes while still approximating a reasonable experimental time frame. Equations and default parameter values derived from our experimental data can be found in Text S1 and Table S1. SyFFoN v3 is run in RStudio and is available for download at https://github.com/McKinlab/Coculture-Mutualism.
cross-feeding coculture fermentation hydrogen microbial communities mutualism nitrogen fixation purple bacteria synthetic ecology