Nitrogen fertilization nullifies host sanctions against non-fixing rhizobia and drives divestment from symbiosis in Lotus japonicus
Data files
Jun 10, 2025 version files 80.08 KB
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1_Fronk_2025_Host_Biomass_data_12.09.40_PM_12.20.32_PM.csv
43 KB
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2_Fronk_2025_Nodule_Culture_Data.csv
8.71 KB
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3_Fronk_2025_N15_Data.csv
8.84 KB
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4_Fronk_2025_Mutant_Data.csv
7.84 KB
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5_Fronk_2025_Early_Harvest_2_data.csv
1.71 KB
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README.md
9.98 KB
Abstract
Plants and animals house microbes that provide critical nutrients, but little is known about host control over microbial cooperation when resources are also accessed from the environment. Changes in nutrient access can challenge the host’s ability to detect and selectively reward beneficial partners, destabilizing symbiosis. Legumes acquire nitrogen from soil and from symbiosis with rhizobia, but it is unclear if extrinsic sources of nitrogen interfere with host control systems. We inoculated the legume, Lotus japonicus, with rhizobia bearing nitrogen fixation or nitrogen metabolism knockouts, and factorially varied molecular sources of nitrogen fertilizer. Lotus hosts selectively rewarded beneficial rhizobia and sanctioned non-fixing strains when extrinsic nitrogen was unavailable. Host benefits were undiminished when inoculated with rhizobia bearing nitrogen metabolism knockouts, suggesting redundancies in nitrogen provisioning systems. However, under nitrogen fertilization hosts did not discriminate between fixing and non-fixing rhizobia. Fertilized hosts formed miniaturized nodules housing limited rhizobia, divesting from symbiosis. Thus, sanctioning mechanisms rely on detection of nitrogen fixation differences among rhizobia strains and can break down in nitrogen rich environments. Nonetheless, divestment from symbiosis offers legumes robust host control, minimizing investment into rhizobia strains, irrespective of their capacity to provide benefit, when symbiosis services are not needed.
Dataset DOI: 10.5061/dryad.xksn02vtc
Description of the data and file structure
Nitrogen fertilization nullifies host sanctions against non-fixing rhizobia and drives divestment from symbiosis in Lotus japonicus
Host Biomass data
- Plant_ID: Unique identifier for the focal plant (includes block number followed by the plant replicate number)
- Block: Block in which the focal plant was grown within the greenhouse
- Strain_Treatment: Category of strain (or strains) to which the focal plant was assigned; Fix+ = the nitrogen fixing strain MAFF303099; Fix- = the near isogenic non-fixing mutant STM6l; Coinoculant = co-inoculation with strains both strains; No Inocula = inoculation with sterile water
- Modified_Strain_Treatment: Same as above, but changes categories of plants that did not form nodules into the ‘No inocula’ category
- Nutrient_Color: Color on labeling tape on plant in the greenhouse to identify the fertilizer treatment used
- Nutrient_source: The form of nitrogen used to fertilize the plants including alanine (C3H7NO2, 2.64 g/L), ammonium sulfate ((NH4)2SO4, 3.92 g/L), aspartic acid (C4H7NO4, 3.95 g/L), or potassium nitrate (KNO3, 3 g/L).
- Organic: Describes whether the form of nitrogen used is organic, including alanine (C3H7NO2, 2.64 g/L) and aspartic acid (C4H7NO4, 3.95 g/L), or not, including potassium nitrate (KNO3, 3 g/L) and ammonium sulfate ((NH4)2SO4, 3.92 g/L).
- Dead: Categorizes whether the plant died in the course of the experiment (YES) or if it survived to the harvest (NO).
- Num_Nodules: The count of nodules dissected from each plant
- Num_Nods_MinCulture: The count of nodules quantitatively cultured from each plant
- Harvest_date: Date the plant was dissected into root, shoot, and nodule portions
- Shoot_Weight(mg): Shoot dry mass (mg) of focal plant
- Square Root[Shoot_Weight (mg)]: Square root transformation of Shoot dry mass (mg) of focal plant
- Root_Weight (mg): Root dry mass (mg) of focal plant
- Square Root[Root_Weight (mg)]: Square root transformation of Root dry mass (mg) of focal plant
- Nodule_Weight (mg): Total nodule dry mass (mg) of focal plant
- Nod_Weight_Adjusted (mg): Adjustment to total nodule dry mass (mg) of focal plant from inferred mass of nodules removed for culturing.
- Square Root[Nod_Weight_Adjusted (mg)]: Square root transformation of adjusted nodule biomass.
- Avg_Nod_Weight (mg): Total nodule dry mass (mg) of focal plant divided by the number of nodules from that plant (average nodule biomass)
- Log[Avg_Nod_Weight (mg)]: Log transformation of average nodule biomass
- Total_Weight (mg): Sum of shoot, root, and nodule biomass (mg) of a focal plant (total weight)
- Square Root[Total_Weight (mg)]: Square root transformation of total weight
- Root/Shoot Ratio: Root biomass divided by shoot biomass of a focal plant
- Log[Root/Shoot Ratio]: Log transformation of Root/Shoot Ratio
- Host_Relative_Growth: Unitless measure of relative host growth. Relative growth response of hosts to infection was calculated as the proportional difference in total dry plant biomass between inoculated hosts (infected) relative to the (uninoculated) control plants.
- Log[Host_Relative_Growth]: Log transformation of relative growth response
- Nodule/Total Biomass: Total nodule dry mass (mg) of focal plant divided by its total biomass
- Log(Nodule/Total Biomass): Log transformation of Nodule/Total Biomass
- Cultured: Indicates whether nodules were quantitatively cultured from the focal plant
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Nodule Culture data
- Plant_ID: Unique identifier for the focal plant (includes block number followed by the plant replicate number)
- Block: Block in which the focal plant was grown within the greenhouse
- Inoc: Category of strain (or strains) to which the focal plant was assigned; Fix+ = the nitrogen fixing strain MAFF303099; Fix- = the near isogenic non-fixing mutant STM6; Coinoculant = co-inoculation with strains both strains; No Inocula = inoculation with sterile water
- N_Source: The form of nitrogen used to fertilize the plants including alanine (C3H7NO2, 2.64 g/L), ammonium sulfate ((NH4)2SO4, 3.92 g/L), aspartic acid (C4H7NO4, 3.95 g/L), or potassium nitrate (KNO3, 3 g/L).
- Nitrogen_vs_No_Nitrogen: Fertilizer treatments are categorized as to whether they include nitrogen (alanine, ammonia, aspartic acid, nitrate) or do not (i.e., water control)
- Nodule: Individual cultured nodules within a plant are assigned letter identifies, i.e., A, B, etc.
- MAFF (Number Rhizobia): Estimated colony forming units (CFUs) of the nitrogen fixing strain MAFF303099 in each focal cultured nodule
- Square Root[MAFF (Number Rhizobia)]: Square root transformation of MAFF CFUs (see above)
- STM (Number Rhizobia): Estimated colony forming units (CFUs) of the non-fixing mutant strain STM6 in each focal cultured nodule
- Square Root[STM (Number Rhizobia)]: Square root transformation of STM CFUs (see above)
- TOTAL (Number Rhizobia): Estimated colony forming units (CFUs) in each focal cultured nodule
- Square Root[TOTAL (Number Rhizobia)]: Square root transformation of TOTAL CFUs (see above)
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N15 data
- Plant_ID: Unique identifier for the focal plant (includes block number followed by the plant replicate number)
- Block: Block in which the focal plant was grown within the greenhouse
- N-Treatment: The form of nitrogen used to fertilize the plants including alanine (C3H7NO2, 2.64 g/L), ammonium sulfate ((NH4)2SO4, 3.92 g/L), aspartic acid (C4H7NO4, 3.95 g/L), or potassium nitrate (KNO3, 3 g/L).
- Inocula: Category of strain (or strains) to which the focal plant was assigned; Fix+ = the nitrogen fixing strain MAFF303099; Fix- = the near isogenic non-fixing mutant STM6l; Coinoculant = co-inoculation with strains both strains; No Inocula = inoculation with sterile water
- Mod Inocula: Same as above, but changes categories of plants that did not form nodules into the ‘None’ category (i.e., No inocula)
- MAFF: Categorization of strain treatments, whether the nitrogen fixing strain MAFF is present (i.e., MAFF) or absent (i.e., None)
- δ15NAir (‰): Leaf ∂15N ‘atom percent difference’ was estimated for each focal plant as the percentage of 15N atoms over total nitrogen in each sample and the values used as a measure of nitrogen fixation
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Mutant data
- Plant ID: Unique identifier for the focal plant (includes block number followed by the plant replicate number)
- Block: Block in which the focal plant was grown within the greenhouse
- Mutant Inocula: Five M. loti strains were tested, including the nitrogen fixing strain MAFF303099 as a control, and four near isogenic, signature-tagged mutants. M. loti 03T03g02 has a knockout for a periplasmic amino acid ABC transporter (mll3861), a protein similar to one in Rhizobium that transfers alanine or aspartate to the host. M. loti 27T02f13, has a knockout for L-2,4-diaminobutyric acid transaminase (mlr5943), an enzyme involved in alanine synthesis that is upregulated in nodules compared to growth on media, suggesting importance for nitrogen transfer to the host during symbiosis [56]. The last two mutants carry knockouts for paralogs of aspartate aminotransferase, which produces aspartate from oxaloacetate, predicted to be a mechanism to generate nitrogen usable to the host. M. loti 8T11d03 carries a knockout for mlr5883, encoded on the symbiosis island, and whose expression is upregulated in planta during symbiosis, whereas M. loti 20T04d01 has a knockout for the other copy, mlr2541, which is encoded on the bacterial chromosome, and is constitutively expressed. None of the mutants have been previously tested on L. japonicus.
- Nodule Number: The count of nodules dissected from each plant
- Shoot Weight (mg): Shoot dry mass (mg) of focal plant
- Root Weight (mg): Root dry mass (mg) of focal plant
- Nodule Weight (mg): Total nodule dry mass (mg) of focal plant
- Total Weight (mg): Total plant dry mass (mg) of focal plant
- Mean Nodule Weight (mg): Total nodule dry mass (mg) of focal plant divided by the number of nodules from that plant (average nodule biomass). NA means that no data were collected.
- Nodule/Total Weight: Total nodule dry mass (mg) of focal plant divided by its total biomass. NA means that no data were collected.
- Log[Nodule/Total Weight]: Log transformation of Total nodule dry mass. NA means that no data were collected.
- Host Relative Growth: Unitless measure of relative host growth. Relative growth response of hosts to infection was calculated as the proportional difference in total dry plant biomass between inoculated hosts (infected) relative to the (uninoculated) control plants. NA means that no data were collected.
- Notes: Indicates additional information relating to the condition of plants. NA means that no notes exist for this row.
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Early Harvest 2 data
- Block: Block in which the focal plant was grown within the greenhouse
- Plant: Replicate number of focal plant
- Inoc: Category of strain (or strains) to which the focal plant was assigned; Fix+ = the nitrogen fixing strain MAFF303099; Fix- = the near isogenic non-fixing mutant STM6l; Coinoculant = co-inoculation with strains both strains; No Inocula = inoculation with sterile water
- N-Source: The form of nitrogen used to fertilize the plants including alanine (C3H7NO2, 2.64 g/L), ammonium sulfate ((NH4)2SO4, 3.92 g/L), aspartic acid (C4H7NO4, 3.95 g/L), or potassium nitrate (KNO3, 3 g/L).
- Shoots (g): Shoot dry mass (g) of focal plant
- Roots (g): Root dry mass (g) of focal plant
- Total (g): Total dry mass (g) of focal plant (root + shoot)
Sole nitrogen source fertilization experiment
The L. japonicus ecotype Miyakojima MG-20 was used, inbred at the University of California Riverside to generate seeds following published protocols. The M. loti genotype MAFF303099 (hereafter MAFF) is a highly effective nitrogen fixing strain on L. japonicus. MAFF was modified to express dsRed, a red fluorescent protein visible under natural light. The near-isogenic strain STM6 (strain ID 17T02d02) was employed as a non-nitrogen fixing mutant. STM6 was generated by a signature tagged transposon inserted in the nifD gene, and was subsequently modified to express GFP. Both modified strains efficiently form nodules on L. japonicus, with MAFF providing substantial benefits to host growth while STM6 provides none. MAFF and STM6 were grown on agar plates with a modified arabinose gluconate medium (MAG). In mixed cultures, MAFF and STM6 can be easily differentiated by colony color. Other than differences in nitrogen fixation and colony color, previous work uncovered no differences between the strains in terms of their invitro growth rate or capacity to induce nodule formation under clonal conditions.
L. japonicus plants thrive under organic and inorganic sources of extrinsic nitrogen (i.e., alanine, aspartic acid, ammonium sulfate, potassium nitrate) and plants fertilized with these nitrogen sources reduce investment in nodules infected with MAFF. In this experiment, L. japonicus was exposed to fertilization treatments and rhizobia that vary in nitrogen fixation to quantify effects on rhizobia fitness and examine how sanctions traits respond under fertilization. L. japonicus seedlings were exposed to clonal treatments of nitrogen fixing MAFF and non-fixing STM6, and mixed infections of both strains. Rhizobia cell proliferation, nodule biomass, and nitrogen fixation were quantified to examine rhizobia fitness, and fitness effects in planta under different treatments.
L. japonicus seeds were surface sterilized in bleach (5% sodium hypochlorite), rinsed in sterile water, nick scarified, and planted under axenic conditions in bleach sterilized Ray-Leach SC10 pots (Stuewe & Sons, Corvallis, OR, USA) using an equal mix of coarse sand on top of a layer of fine calcined clay that was autoclave-sterilized (Pro League, Quickdry; Turface Athletics, Buffalo Grove, Illinois, USA). In a factorial experiment, plants were inoculated (i.e., on 12/21/2021) with one of four treatments including MAFF, STM6, an equal mix of both strains, and sterile ddH2O as a control. Inoculations were 5 ml and included 5 x 108 cells, except for the water controls. High cell concentrations are needed to assure consistent nodulation in sterile coarse soils, likely because of low bacterial survival during inoculation. For mixed inoculation treatments 2.5 x 108 of each strain were combined, and the mixed inoculum was plated to empirically confirm the ratio of MAFF to STM6. All plants were supplemented weekly with 5 ml of Broughton & Dilworth solution, including key nutrients but lacking nitrogen. Hosts were fertilized with one of four sources of nitrogen dissolved in the Broughton & Dilworth solution, including alanine (C3H7NO2, 2.64 g/L), ammonium sulfate ((NH4)2SO4, 3.92 g/L), aspartic acid (C4H7NO4, 3.95 g/L), or potassium nitrate (KNO3, 3 g/L). Concentrations were set to equalize the nitrogen moiety at levels previously shown to optimize host growth in the absence of rhizobia inoculation, thus attempting to isolate the growth effect of nitrogen. Fertilization occurred weekly, starting one day before inoculation (i.e., 12/20/2021) with 2 mL of fertilizer per plant and increasing by 1 mL per week until a maximum of 5 mL was reached 3 weeks later. This final level of fertilizer was maintained until the plants were harvested.
Fourteen experimental blocks each contained a single plant replicate per each of the twenty treatments, including four inoculation treatments (i.e., MAFF, STM6, MAFF+STM6, water) crossed with five fertilization treatments (i.e., alanine, ammonium, aspartate, nitrate, no added nitrogen), totaling 280 plants. To minimize within-block variance, seedlings were assigned to blocks based on size at time of inoculation. Treatments within blocks were assigned randomly. Two blocks were harvested at three weeks post inoculation, the time when nodules first become visible on L. japonicus roots. Two additional blocks were harvested five weeks post inoculation, when most nodules have typically established. Data from early harvests were used to quantify rhizobia nodulation and growth effects over time in relation to fertilization treatments. The remaining ten blocks were harvested at week seven post inoculation to quantify root and shoot biomass, nodule count and nodule biomass, to quantify rhizobia fitness in planta (i.e., rhizobia population size in nodules), and to test for evidence of host sanctions (i.e., overrepresentation of the nitrogen fixing strain MAFF in the nodules of coinoculated plants). The mixed inoculum was plated to estimate the initial ratio of MAFF:STM6 by distinguishing colony color.
During harvests, plants were removed from pots, washed free of soil, and dissected into root, shoot, and nodule portions. Nodules were counted and photographed. Within each inoculated treatment, four plants were randomly selected for quantitative culturing, wherein two nodules each were randomly sampled, surface sterilized in bleach for 30 seconds followed by 3 rinses in autoclave-sterilized ddH2O. Nodules were then crushed in 200µl of sterile ddH2O and the slurry was serially diluted to 0.5 x 10-6 and 0.5 x 10-8 on MAG-agar plates. Colony counts were averaged across at least two plate replicates per nodule to estimate rhizobia population size within each nodule. The ratio of MAFF:STM6 colonies was estimated from nodules plated from coinoculated plants and compared to the MAFF:STM6 ratio in the initial inoculum. Roots, shoots, and remaining nodules were weighed for biomass after being oven dried (> 3 days, 60°C). Ten plants were removed from the analysis, 5 due to mortality, 5 due to contamination.
Leaf ∂15N ‘atom percent difference’ was estimated as the percentage of 15N atoms over total nitrogen in each sample and the values used as a measure of nitrogen fixation. Only plants harvested at seven weeks post inoculation were used. Individual leaves from each plant were oven dried, weighed, and placed in tin capsules for isotopic analysis at the UC Davis Stable Isotope Facility.
Nitrogen metabolism knockout experiment
Rhizobia strains with individual gene knockouts were inoculated onto L. japonicus MG-20 plants to test for changes in nodulation or host benefits. M. loti strains were selected from a large collection of single gene mutants, focusing on knockouts of genes whose loss is predicted to disrupt the symbiotic transfer of nitrogen from rhizobia to the host. No nitrogen fertilizer was used so we could examine effects of these mutations when hosts have no other nitrogen source. Five M. loti strains were tested, including MAFF as a control, and four near isogenic, signature-tagged mutants. M. loti 03T03g02 has a knockout for a periplasmic amino acid ABC transporter (mll3861), a protein similar to one in Rhizobium that transfers alanine or aspartate to the host. M. loti 27T02f13, has a knockout for L-2,4-diaminobutyric acid transaminase (mlr5943), an enzyme involved in alanine synthesis that is upregulated in nodules compared to growth on media, suggesting importance for nitrogen transfer to the host during symbiosis. The last two mutants carry knockouts for paralogs of aspartate aminotransferase, which produces aspartate from oxaloacetate, predicted to be a mechanism to generate nitrogen usable to the host. M. loti 8T11d03 carries a knockout for mlr5883, encoded on the symbiosis island, and whose expression is upregulated in planta during symbiosis, whereas M. loti 20T04d01 has a knockout for the other copy, mlr2541, which is encoded on the bacterial chromosome, and is constitutively expressed. None of the mutants have been previously tested on L. japonicus.
Fifteen replicate plants per treatment were singly inoculated with one of the mutant strains, with MAFF, or with sterile water, to examine nodulation traits and growth effects, totaling 90 plants. Plants were prepared, inoculated, and maintained as outlined in the fertilization experiment, with the modification of only receiving the nitrogen-free Broughton & Dilworth (micronutrient solution). Plants were harvested at seven weeks after inoculation to quantify root and shoot biomass, nodule count, and nodule biomass.
Symbiosis trait measurements
Host biomass was used to estimate host growth in different treatments. Nodulation was used to estimate host investment into symbiosis, quantified as the number of nodules formed, their mean biomass, or total nodule biomass per plant. Host investment into symbiosis was also calculated by dividing the dry nodule biomass of each plant over the total plant biomass. Rhizobia population size in nodules, a proxy of rhizobia fitness in planta, was calculated by quantitative culturing of nodules of individual plants. The ratio of MAFF:STM6 colonies cultured from coinoculated plants was used to analyze relative fitness of the beneficial strain and to test for sanctions. Nitrogen fixation was measured using the abundance of 15N in the plant shoots from different treatments.
Data analysis
Statistical analyses were conducted using linear mixed models in JMP (Ver. 16.0.0). All data distributions were tested for normality using the Shapiro-Wilk test, as this is a prerequisite for parametric statistics. Data were transformed when necessary to achieve normal distributions to satisfy this requirement. In some cases, log or square root transformations were used. Full models, transformations, and random versus fixed factors are all listed (Data Supplement). Tukey’s HSD tests were used to test for significant differences among groups in a post hoc manner, after observing a significant effect. The ∂15N of each sample was calculated by comparing 15N abundance expressed as parts per thousand to atmospheric N2. The values were then used to compare values of ∂15N between treatments by subtracting the mean sample atom % 15N of uninoculated plants from the sample atom % 15N of inoculated plants. When plants incorporate fixed nitrogen, leaf tissues exhibit a decrease in 15N (compared to uninfected plants) due to isotopic fractionation by rhizobia. To test for sanctions, a chi-square test was used to test whether MAFF was overrepresented in nodules of coinoculated plants, relative to the proportion of MAFF in the inoculum.