Skip to main content

ORIGINAL RESEARCH article

Front. Microbiol., 23 May 2018
Sec. Microbial Symbioses
This article is part of the Research Topic Advances and New Perspectives in Beneficial Plant-Microbial Interactions View all 23 articles

Interactive Effects of Nutrients and Bradyrhizobium japonicum on the Growth and Root Architecture of Soybean (Glycine max L.)

  • 1Leibniz Centre for Agricultural Landscape Research (ZALF), Müncheberg, Germany
  • 2Institute of Genetics and Plant Experimental Biology, Academy of Sciences of Uzbekistan, Tashkent, Uzbekistan
  • 3Biology Department, College of Science and Humanities, Prince Sattam bin Abdulaziz University, Alkharj, Saudi Arabia
  • 4Department of Botany and Microbiology, Faculty of Science, King Saud University, Riyadh, Saudi Arabia
  • 5Department of Botany, S.P. College, Srinagar, India

Understanding the symbiotic performance of rhizobia and responses of plant root systems to mineral nutrient supply will facilitate the development of strategies to enhance effective rhizobia-legume symbioses. Interactive effect of nitrogen (N), phosphorus (P), and magnesium (Mg) on the symbiotic performance of soybean (Glycine max L.) with Bradyrhizobium japonicum, nodulation, root architecture, and the N concentration in plant tissue under hydroponic conditions were studied. Plant growth was significantly higher under a high N supply combined with Mg (HNHMg) than in combination with P (HNHP), which was attributed to the interaction between N and Mg ions. The plants grown at a low N concentration combined with either high or low P or Mg (LNHP, LNHMg, LNLP, and LNLMg) showed a higher nodule dry weight compared to those grown under a high N supply. We observed that the N content in the roots and shoots of soybean plants was significantly lower under LNHP or LNLP, but it was higher under HNHMg or LNHMg, indicating that Mg promotes N acquisition by the plant tissues. Neither root nor shoot growth responded significantly to P availability regardless of the N supply. We observed significant positive relationships between the number of nodules, the N content in plant tissues and the root system architecture of soybean plants grown with a variable supply of Mg combined with N, which highlights the importance of N and Mg availability in the growth medium in regulating root system architecture and nodule formation. The number of rhizobial cells colonizing soybean roots was highest under the HNHMg treatment (6.78 × 104 CFUs/cm of root tip), followed by the HNLMg (4.72 × 104 CFUs/cm of root tip) and LNHMg (4.10 × 104 CFU/cm of root tip) treatments, and lowest under the LNLMg (1.84 × 104 CFUs/cm of root tip) nutrient conditions. The results of this study contribute to new insights for the improvement of the root system and the symbiotic performance of rhizobia inoculated on legumes, stressing the importance of a balanced supply of nutrients.

Introduction

Nutrient interactions are important in plant nutrition, impacting processes of absorption, transport, and distribution and the utilization of nutrients (Fageria, 2001; Niu et al., 2015; Li et al., 2016). Such interactions may be positive or negative, affecting plant physiological and developmental processes (Niu et al., 2015). The interaction between legumes and rhizobia, which form symbiotic associations, is especially sensitive to several factors, notably nutrient levels in growth media (Rinaudi et al., 2006; Lau et al., 2012). The effects of nutrients present in growth media on Rhizobium-legume symbioses and nitrogen fixation have been reported (Olivera et al., 2004; Chaudhary et al., 2008). Rhizobia require adequate mineral nutrients, such as carbon, nitrogen, phosphorus, potassium, magnesium, and several microelements for the metabolism involved in invading and successfully colonizing the host root system in order to establish an effective legume-plant host symbiosis (Paliya et al., 2014; Egamberdieva et al., 2016, 2017; Chen et al., 2017). In the rhizosphere, high competition for nutrients and niches occurs among various kinds of organisms, including the indigenous microflora, and rhizobia colonization depends on nutrient availability (Kuzyakov and Xu, 2013). An unlimited supply of essential mineral nutrients promotes plant growth improvement, successful nodule formation, and adequate N content in the plant tissues of leguminous plants due to bacterial nitrogen fixation. Therefore, mineral nutrients play a crucial role in rhizobia-host symbiotic interactions.

Magnesium (Mg), phosphorus (P), and nitrogen (N) are essential nutrient elements in plant growth and development and are involved in photosynthesis, nucleic acid metabolism, protein synthesis, enzyme activity, carbohydrate metabolism, and nitrogen fixation (Qin et al., 2012; Niste et al., 2014; Chen et al., 2017). The conversion of atmospheric N into ammonium (NH4), which is available to plants through the intervention of rhizobia, requires P as an essential component (Dakora and Keya, 1997). The availability of P increases nodule development and N fixation in common bean (Phaseolus vulgaris; Liao et al., 2004; Beebe et al., 2006; Tajini et al., 2011), soybean (Glycine max; Ao et al., 2010), and barrel medic (Medicago truncatula; Sulieman et al., 2013). On the other hand, P deficiency inhibits root and shoot growth, nodule formation, nitrogen fixation, and nitrogen acquisition (Valverde et al., 2002; Egamberdiyeva et al., 2004; Win et al., 2010). Additionally, it has been observed that Mg plays a vital role in host-rhizobia interactions, as it seems to relate to nodule formation and nitrogen fixation (Verbruggen and Hermans, 2013). Moreover, Mg is an essential element involved in the formation of chlorophyll and the photosynthetic process, acting as an allosteric enzyme regulator or cofactor; it is also known to intervene in the structural stabilization of macromolecules, such as proteins and cell tissues (Cowan, 2002; Gransee and Führs, 2013; Niu et al., 2015). Magnesium deficiencies cause a reduced content of photosynthetic pigments and reduced net CO2 assimilation (Cakmak and Yazici, 2010).

Nitrogen plays a central role in plant physiological processes, especially enzyme activities (Hokmalipour and Darbandi, 2011; Shiri-Janagard et al., 2012). The concentration of N is considered to be a critical factor in the beneficial association of legumes with rhizobia, and higher amounts of nitrogen result in adverse effects on plant physiology, especially in legumes (Zhou et al., 2006). Barbulova et al. (2007) observed inhibition of the symbiotic performance of rhizobia and nitrogen fixation through an increased N supply. According to Gibson and Harper (1985), inhibition of nodule formation likely allows the plant to balance substantial amounts of fixed nitrogen with plant nitrogen needs. In an earlier report, Abdel Wahab and Abd-Alla (1995) observed an increased growth, nodulation, and N fixation in soybean under low N availability in soil. In another study, increased concentration of ammonium (>5 mM) inhibited nodulation, whereas low concentration (0.4 mM) stimulated an Acacia species, growing in aeroponic culture (Weber et al., 2007).

Leidi and Rodríguez-Navarro (2000) studied the interactive effect of N and P on the growth and nodulation of common bean (P. vulgaris) and observed increased nodule formation and N fixation under low N and high P supply. However, relatively few studies on the interactions among N, P, and Mg on plant growth have been reported.

Currently, knowledge on the interactive effects of nutrients on rhizobia-legume symbioses and evidence of such interactions are still limited. In particular, studies on how mineral nutrient interactions affect rhizobia-legume symbioses and root system responses have not been sufficiently documented. Understanding these interactions should facilitate the development of strategies to enhance effective rhizobia-legume symbioses.

Soybean (G. max L. Merr.) is the most important source of oil and protein in many countries around the world (Ruiz-Sainz et al., 2005; Qin et al., 2011). Soybean requires an adequate amount of nutrients for optimal growth and development to maximize yield. Therefore, our study aimed to investigate the interactive effects of nitrogen (N) and phosphorus (P) or magnesium (Mg) on the symbiotic performance of soybean (G. max L.) with Bradyrhizobium japonicum and soybean root architecture under hydroponic conditions.

Materials and Methods

Bacterial Strain and Culture Conditions

Strain B. japonicum USDA110 was obtained from South China Agricultural University, Guangzhou, China, and was maintained on yeast extract mannitol (YEM) agar, as proposed by Vincent (1970), which had the following composition: Mannitol−10.0 g/l, K2HPO4−0.5 g/l, MgSO4·7H2O−0.2 g/l, NaCl−0.1 g/l, yeast extract−1.0 g/l, and agar−15 g/L, until use. For the preparation of the inoculant, the strain was grown on YEM medium for 5 days, and the cell concentration was adjusted to 1 × 108 CFU ml−1 for the inoculation of soybean seedlings.

Plant Growth Conditions

A hydroponic growth system experiment was conducted to assess the effects of different concentrations of N, P, and Mg on the growth of soybean inoculated with B. japonicum. The soybean (G. max) genotype YC03-3 was surface sterilized with 10% v/v NaOCl and 70% ethanol and then rinsed five times with sterile distilled water. Next, the seeds were placed on paper tissues soaked in 0.5 mM CaSO4 and stored in a plant growth chamber for 6 days at 26°C. The seedlings were then carefully collected and dipped in the bacterial suspension of B. japonicum for 5 min before being transplanted in 2-L hydroponic plastic pots filled with a modified Hoagland nutrient solution (Hoagland and Arnon, 1950; Liao et al., 2016) contained the following macronutrients (in mM): Ca(No3)2x4H2O−2.0; KNO3−3.0; K2SO4−0.5, and other nutrients (μM) Ca (HPO4)−50; MgCl2−40; Fe-EDTA−12.5; H3BO3−50; FeSO4−25; MnSO4−50; ZnSO4x7H2O−15; CuSO4−0.05; KCl−10; Na2MoO3−0.5; Na2-EDTA−25; CoCl2x6H2O−0.15; and NiSO4x6H2O−0.2. The Hoagland solution was supplemented with different levels of N, P and Mg: high P (HP) (250 μm KH2PO4) and low P (LP) (50 μmol KH2PO4), high N (HN) (3,000 μmol NH4NO3) and low N (LN) (300 μmol NH4NO3), and high Mg (HMg) (750 μmol MgSO4) and low Mg (LMg) (250 μmol MgSO4). The plants were grown under eight different nutrient solutions: (i) HNHP, (ii) HNHMg, (iii) HNLP, (iv) HNLMg, (v) LNHP, (vi) LNHMg, (vii) LNLP, and (viii) LNLMg (Table 1). The plants were grown in a greenhouse with a natural photoperiod (12 h) for 45 days (from 5 of May to 20 June) under light intensity of 500–1,800 μmol m−2 s−1. The relative humidity in the greenhouse was maintained at 65/75% day/night, and the temperature was 26/20°C day/night. The nutrient solutions were renewed twice a week. After 45 days, the plants together with their root systems were removed from the pots for the measurement of root and shoot biomass, the analysis of root system architecture, and the determination of nodule number and chlorophyll and N contents.

TABLE 1
www.frontiersin.org

Table 1. Addition of N, P, and Mg salts to Hoagland's nutrient solution used in different treatments for the plant growth experiment in a hydroponic system.

Root Morphological and Architectural Traits

The roots were separated from the shoots and washed carefully with water. The whole root system was spread out and analyzed using a scanning system (Expression 4990, Epson, CA) with a blue board as a background. Digital images of the root system were analyzed using Win RHIZO software (Régent Instruments, Québec, Canada). The total root length, total root surface area, total root volume, total projection area, and average root diameter were evaluated. The number of nodules per root was counted under a stereomicroscope.

Determination of Chlorophyll and Nitrogen Content

The chlorophyll in the soybean leaves was determined using samples consisting of five leaf disk obtained using a circular punch (cork borer) on five different leaves. The chlorophyll content was determined using a SPAD-502 meter (Konica-Minolta, Japan).

The roots and shoots were oven dried at 75°C for 2 days and ground. The total nitrogen content in the roots and shoots was determined using the Kjeldahl method with a nitrogen analyser (Kjeltec 2300 Autoanalyser, Foss Tecator AB, Hoganas, Sweden).

Colonization of Root Tips by Bradyrhizobium Japonicum

Root colonization by B. japonicum under different nutrient combinations was determined under gnotobiotic conditions (25 mm in diameter, 200 mm in length). Soybean seedlings were grown in a sterilized mixture of washed sand and vermiculite (1:1). The sterilized Hoagland solutions were added as plant nutrients. The combinations of N, P, and Mg were prepared as described above: (i) HNHP, (ii) HNHMg, (iii) HNLP, (iv) HNLMg, (v) LNHP, (vi) LNHMg, (vii) LNLP, (viii) LNLMg (Table 1). The B. japonicum bacterial inoculant was grown overnight in YEM broth, for 4 days, and the cells were washed with 1 ml phosphate buffered saline (PBS, 20 mM sodium phosphate, 150 mM NaCl, pH 7.4) and suspended in PBS corresponding to a cell density of 107 cells/ml. The germinated seeds were shaken in the bacterial suspension and sown in sterile glass tubes, one seed per tube, with 10 replicates. The tubes were kept in a plant growth chamber with a 16-h light period at 24°C and an 8-h dark period at 18°C for 10 days. At harvest, the plants were removed, and the 1-cm lengths of the root tips were shaken with PBS and plated onto YEM agar medium. The petri plates were kept at 28°C for 4–5 days, and the colonies were quantified as the CFUs per 1 cm of root tip (Simons et al., 1996).

Statistical Methods

Data on root and shoot growth, root architecture, and nitrogen and chlorophyll content were subjected to analysis of variance (ANOVA) using SPSS software (version 15). The high-range statistical domain (HSD) was used for comparison by means of Tukey's test, while means were separated using the least significant difference (LSD) test at P < 0.05.

Results

Soybean Growth

The interactive effects of the different N, P, and Mg concentrations and their combinations on root and shoot fresh weight and the chlorophyll concentration in soybean leaves are reported in Table 2. Increased fresh and dry root and shoot weight and chlorophyll content in the soybean leaves were observed under a high N supply and high and low Mg concentrations in the medium (Table 2). The root dry weights were 58 and 6% higher in the HNHMg and HNLMg treatments, respectively, compared to those in the HNHP and HNLP treatments. Similarly, shoots were 47 and 14% taller in the HNHMg and HNLMg treatments, respectively, than those in the HNHP and HNLP treatments. The root and shoot dry weight was lower under low N combined either with high or low P or Mg supply in comparison to the high N combinations in all cases. No differences in plant growth parameters between P levels were observed with either low or high N supply in the medium. However, plants grown under both P levels combined with high N supply showed higher biomass as compared to low N supply (Table 2).

TABLE 2
www.frontiersin.org

Table 2. Fresh and dry weights of roots and shoots and leaf chlorophyll concentrations of soybean inoculated with Bradyrhizobium japonicum USDA110.

These results indicate that, regardless of the concentration, Mg promotes plant growth and development in combination with high nitrogen in the growth medium. Reducing the level of N in the nutrient solution decreased root and shoot growth under the high or low P and Mg concentrations. The chlorophyll concentration in the soybean leaves was not affected by the interactions among N, P, and Mg, although a slight increase in chlorophyll was observed under the high N supply combined with high P and high Mg concentrations (HNHP, HNHMg) (Table 2).

Nodule Number, N Uptake and Root Colonization in B. Japonicum

The response of the symbiotic performance of B. japonicum USDA110 and the host plant to the nutrient supply was assessed based on the nodule number and nodule weight (Table 3). The nodulation of soybean was inhibited by higher N supply combined with either high or low P concentrations. The nodule weight increased under low N supply in combination with both high and low P concentrations as compared to high N supply.

TABLE 3
www.frontiersin.org

Table 3. Nodule number, nodule fresh, and dry weight, N content of soybean root and shoot inoculated with Bradyrhizobium japonicum USDA110.

It appears that the number of nodules in the soybean roots increased significantly by 36 and 75% under the high N supply combined with high Mg (HNHMg) and low Mg (HNLMg) compared to both high and low P concentrations in solution. Similar observations were recorded for plants grown with a low N supply, in which the number of nodules was higher by 12 and 39% under the LNHMg and LNLMg treatment compared to soybean roots grown under low N combined with both high and low P, respectively (Table 3). In general, the nodule dry weight was higher in plants grown under low N combined either with P or Mg in comparison to the high N combinations in all cases except the HNHMg treatment. A significantly higher nodule dry weight was observed in the HNHMg and LNHMg treatments than in the other treatments.

We observed that the N content in the roots and shoots of soybean plants was significantly lower under LNHP and LNLP but that it was higher under HNHMg and LNHMg, indicating that Mg promotes N acquisition by the plant tissues (Table 3). The N concentration in the roots of plants grown under HNHMg and LNHMg increased by 17 and 73%, respectively, while the N in the shoots increased by 32 and 4%, respectively, compared to the shoots in the HNHP and LNHP treatments. N content of shoots was higher in plants grown under high P supply combined with high N supply as compared to low P supply combined with high N supply, but under low N supply, no impact of P was observed. All other treatments resulted in lower concentrations of N in the roots and shoots compared to the N accumulation in the HNHMg and LNHMg treatments.

The combinations of N, P, and Mg had different effects on the colonization of B. japonicum USDA110 in the rhizosphere of soybean (Table 4). Compared to the growth medium with low or high N combined with either low or high P, the N combinations with low or high Mg increased the CFU counts of B. japonicum USDA110. The number of rhizobial cells colonizing the soybean roots was higher under the HNHMg treatment (6.78 × 104 CFUs/cm of root tip), followed by the HNLMg (4.72 × 104 CFUs/cm of root tip) and LNHMg (4.10 × 104 CFU/cm of root tip) conditions. The root colonization of soybean by B. japonicum under LNHP, LNLP, and LNLMg did not significantly differ but was lower, at 2.01 ± 0.30 × 104, 1.89 ± 0.31 × 104, and 1.89 ± 0.25 × 104 CFUs/cm root tip (Table 4).

TABLE 4
www.frontiersin.org

Table 4. Impacts of N, P, and Mg combinations on colonization densities of Bradyrhizobium japonicum and on the growth of soybean seedlings in a gnotobiotic sand-vermiculite system.

Soybean Root Architecture

In general, the soybean root architecture showed a differential response to the various nutrient treatments tested in this experiment. Interestingly, the total root length (RL) significantly increased by 5,434.0 cm/plant under HNHP and 7,012.9 cm/plant under HNHMg compared to the other treatments, indicating that high N, P, and Mg levels strongly stimulate root system growth (Figure 1A). The plants grown under LNLP showed the lowest root length, revealing nutrient deficiency effects. Mg availability changed the root surface area, especially when the plants were grown at high Mg concentrations (Figure 1B). By comparison, the surface area (SA) of the roots was 86, 115, and 66% higher in the HNHMg treatment than in the HNHP, HNLP, and HNLMg treatments. The projection area (PA) and root volume (RV) similarly responded to mineral nutrients, as they were higher under both HNHMg and HNLMg, as well as LNHMg, compared to the other treatments (Figures 1C,D). As shown in Figure 1E, the root diameter responded differently to all treatments. Interestingly, both LNHMg and LNLMg induced up to 53% larger root diameters in comparison to the other treatments. In contrast, both the HNHP and HNLP treatments resulted in a smaller root diameter.

FIGURE 1
www.frontiersin.org

Figure 1. Root morphological traits [total root length (A), surface area (B), projection area (C), root volume (D), and root diameter (E)] of soybeans inoculated with Bradyrhizobium japonicum USDA110 grown under different N, P, and Mg supplies (HNHP (N−3,000 μmol/L and P−250 μmol/L), HNHMg (N−3,000 μmol/L and Mg−1,000 μmol/L), HNLP (N−3,000 μmol/L and P−50 μmol/L), HNLMg (HNHMg (N−3,000 μmol/L and Mg−250 μmol/L), LNHP (N−300 μmol/L and P−250 μmol/L), LNHMg (N−300 μmol/L and Mg−1,000 μmol/L), LNLP (N−300 μmol/L and P−50 μmol/L), LNLMg (N−300 μmol/L and Mg−250 μmol/L). Plants were grown for 45 days under hydroponic conditions. Columns represent means for five plants (N = 5), with standard error bars, and different letters indicate significant differences between treatments at P < 0.05 (Tukey's t-test).

Strong and significant positive correlations were recorded between the number of nodules, the N concentrations in the roots and shoot and the root architecture of soybean plants inoculated with B. japonicum USDA110 grown with the different tested nutrient combinations. Nodule number showed significant positive correlations with the average root diameter (r = 0.82) and N content in the root tissue (r = 0.78) under HNHP. Under HNHMg, the root surface area showed strong and significant positive correlations with the root projection area (r = 0.69), root volume (r = 0.91), average root diameter (r = 0.69), and nodule number (r = 0.73) (Table 5). The number of nodules in plants grown under LNHP was significantly correlated with the root surface area (r = 0.91) and root projection area (r = 0.78). Moreover, the N content of the root tissue was also correlated with the nodule number (r = 0.81) under LNHMg (Table 6). There were also significant correlations between nodule number and root surface area (r = 0.88), root projection area (r = 0.89), and root volume (r = 0.78) under the HNLP conditions (Table 7).

TABLE 5
www.frontiersin.org

Table 5. Correlations of root length (RL), surface area (SA), projection area (PA), root volume (V), root diameter (AD), nodule number (NN), nodule weight (NdW), and nitrogen content of the shoot (NS) and root (NR) of soybean inoculated with Bradyrhizobium japonicum USDA110 in hydroponic culture with high nitrogen, phosphorous, and magnesium supplies (HNHP (N−3,000 μmol/L and P−250 μmol/L) and HNHMg (N−3,000 μmol/L and Mg−1,000 μmol/L).

TABLE 6
www.frontiersin.org

Table 6. Correlations of root length (RL), surface area (SA), projection area (PA), root volume (V), root diameter (AD), nodule number (NN), nodule weight (NdW), and nitrogen content of the shoot (NS) and root (NR) of soybean inoculated with Bradyrhizobium japonicum USDA110 in hydroponic culture with low nitrogen but high phosphorous and magnesium supplies (LNHP (N−300 μmol/L and P−250 μmol/L) and LNHMg (N−300 μmol/L and Mg−1,000 μmol/L).

TABLE 7
www.frontiersin.org

Table 7. Correlations of root length (RL), surface area (SA), projection area (PA), root volume (V), root diameter (AD), nodule number (NN), nodule weight (NdW), and nitrogen content of the shoot (NS) and root (NR) of soybean inoculated with Bradyrhizobium japonicum USDA110 in hydroponic culture with high nitrogen, low phosphorous and low magnesium supplies (HNLP (N−3,000 μmol/L and P−50 μmol/L) and HNLMg (N−3,000 μmol/L and Mg−250 μmol/L).

Discussion

The present study clearly showed that nutrient interactions among nitrogen, phosphorous, and magnesium have an important effect on the performance of the symbiosis between inoculated B. japonicum USDA110 and soybean host plants (genotype YC03-3) as well as on the development of the root system (Figure 2). In the present study, low nodulation of soybean was observed under high N supply combined with either high or low P concentrations. In earlier studies, Day et al. (1989) reported a higher nodule number of soybean grown under limited KNO3 (0.5 mM) supply, whereas an increased concentration of KNO3 (7.5 mM) inhibited nodulation. We have observed that the interaction between N and P influenced plant growth and the symbiotic performance of B. japonicum and soybean. The number of nodules was higher under a high P supply combined with N than low available P. This finding is supported by previous studies and was related mainly to the interaction between the supplies of N and P (Hellsten and Huss-Danell, 2000). In the present study, the lowest number of nodules was observed on soybean roots grown under a low P supply regardless of the N supply level. It has been previously reported that P deficiency limits nodule formation in leguminous plants (Kamara et al., 2008). Conversely, Bashir et al. (2011) noted that adequate P availability improves the nodule number and N content in the tissues of mung bean. Such positive effects of a high P supply on nodule development are associated with the essential function of P in energy metabolism (Tang et al., 2001). On the other hand, the adverse effects of P deficiency are likely related to the inhibition of energy-dependent reactions in the nodule cells and were associated with decreased bacteroid biomass (Sa and Israel, 1991). Thus, P deficiency may limit plant root development by affecting nodule development and function (O'Hara, 2001).

FIGURE 2
www.frontiersin.org

Figure 2. Root systems of soybean grown in Hoagland solution supplemented with different N, P, and Mg supplies under hydroponic conditions. Nutrient combinations: HNHP (N−3,000 μmol/L and P−250 μmol/L), HNHMg (N−3,000 μmol/L and Mg−1,000 μmol/L), HNLP (N−3,000 μmol/L and P−50 μmol/L), HNLMg (HNHMg (N−3,000 μmol/L and Mg−250 μmol/L), LNHP (N−300 μmol/L and P−250 μmol/L), LNHMg (N−300 μmol/L and Mg−1,000 μmol/L), LNLP (N−300 μmol/L and P−50 μmol/L), LNLMg (N−300 μmol/L and Mg−250 μmol/L).

Moreover, higher N applications may alter the symbiotic performance of legumes and may cause the development of less-mutualistic rhizobia (Murray et al., 2017). Dean et al. (2014) also demonstrated the inhibition of nodule formation by Bradyrhizobium in soybean by increasing the N concentration in the soil. Notably, there were no significant differences in shoot biomass under a high or low P supply. This observation is in agreement with the findings of Gentili and Huss-Danell (2003). The root and shoot biomass of soybean treated with B. japonicum were higher under high N in combination with high Mg in comparison to low Mg, indicating a synergistic effect of these nutrients. In contrast, under a low nitrogen supply, both high and low concentrations of Mg facilitated plant growth and root system development, although there were no significant differences when compared to the previously described treatment.

The positive effect of Mg on root development has been reported in many studies, e.g., higher root and shoot biomass were observed in banana grown under an increased concentration of Mg (370 mg L−1 of MgSO4) in comparison to a lower concentration in the growth medium (185 mg L−1 of MgSO4) (Rodrigues et al., 2017). A similar observation was reported by Chen et al. (2017), who found that a higher Mg supply significantly improved root and shoot biomass and N and P uptake in soybean through the improved symbiotic performance of arbuscular mycorrhizal fungi (AMF) and rhizobia, both of which showed statistically significant positive correlations with the growth of the root system. In another study, the root growth of Arabidopsis was inhibited by low Mg and P supplies but was improved under a high P supply in the growth solution (Niu et al., 2015).

Notably, improved N uptake by roots could be observed in soybean grown in media supplemented with Mg compared to media supplemented with P. It has been documented that N acquisition by plants not only depends on the available nitrogen forms but also on the interactions of N with other nutrients (Leidi and Rodríguez-Navarro, 2000), such as Mg in the present study. Furthermore, Grzebisz (2013), in his extensive review on magnesium fertilization, observed that adding Mg to the plant growth medium affected nitrogen acquisition and described it as “magnesium-induced nitrogen uptake.”

In an earlier report, it was observed that the composition of media has strong effects on bacterial colonization and biofilm formation (McEldowney and Fletcher, 1986). For example, a high nitrogen concentration inhibited root colonization of sugarcane by Acetobacter diazotrophicus (Fuentes-Ramírez et al., 1999), whereas Mg increased colonization and biofilm formation by Pseudomonas fluorescens (Song and Leff, 2006). The colonization capacity of rhizobia in the rhizosphere is crucial for the successful association with host plants and formation of mutualistic relationships, and it is strongly affected by the available nutrients in the plant growth media (Kuzyakov and Xu, 2013). In our study, higher rhizosphere colonization by B. japonicum was observed in plants grown with nutrient combinations containing Mg. In previous studies, Vincent et al. (1962) reported the failure of rhizobial cell division in Mg-deficient growth media. Conversely, Kiss et al. (2004) observed a higher number of and larger nodules in pea roots treated with Mg in comparison to untreated roots. These findings indicate the importance of Mg in nodule formation and rhizobium activity in the roots, such as proliferation and nitrogen fixation.

Plant roots are known to be sensitive to the nutrient supply; furthermore, external nutrient availability can alter root morphology (Giehl et al., 2014; Li et al., 2016). In the present study, we found a strong interaction between N and Mg, which affected the root morphology of soybean inoculated with B. japonicum USDA110. Root morphology responded to the P concentration and was stimulated under high P but declined under a low P supply combined with high or low N. A similar observation was reported by López-Bucio et al. (2002), who indicated that a low P supply inhibited root growth in Arabidopsis compared to an adequate P supply. Liu et al. (2016) reported that the morphological and physiological parameters of white lupin and faba bean did not change under N supply (NH4NO3) and P deficiency in a hydroponic system. Similar studies have indicated that P deficiency limits the length of the main and lateral roots, the number of nodules, and the nitrogen fixation process (Liao et al., 2001). In our study, root diameter responded to nutrient supply in a similar way as nodule number, whereas N and Mg showed a positive effect. In an earlier study, Arima et al. (2000) reported that the nodule distribution in the root is closely related to the number of vascular bundles within a root diameter class. We also observed significantly positive correlations between nodule number, N content in the plant tissues and root growth parameters of soybean plants grown in the presence of Mg.

Conclusion

Our results indicate that the symbiotic association between B. japonicum and soybean can be modulated by different nutrient concentrations in the growth media. The interactions among N, P, and Mg affect the growth of soybean by improving the symbiotic performance of B. japonicum and its root growth parameters. We observed significant positive correlations between the number of nodules, N content in the plant tissues and root growth parameters of soybean plants grown with a Mg supply combined with N, which highlights the importance of N and Mg availability in the growth medium for regulating the root system architecture and nodule formation. Neither root nor shoot growth responded significantly to P availability regardless of the N supply. The colonization of the rhizosphere by B. japonicum was positively affected by the Mg supply combined with N, indicating the importance of Mg in bacterial proliferation. Taken together, these findings contribute to new insights for the improvement of the root system and the symbiotic performance of rhizobia inoculated on legumes, stressing the importance of a balanced supply of nutrients.

Author Contributions

DE and SW designed the experiment. DE and DJ conducted the experiment. PA and MA analyzed the data. DE, SW, and PA wrote the manuscript. All authors read and approved the manuscript.

Conflict of Interest Statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Acknowledgments

We thank Prof. Hong Liao for providing us necessary research facilities at the Root Biology Center, South China Agricultural University, and Muhammad Adam for technical assistance in the greenhouse. The authors would like to extend their sincere appreciation to the Deanship of Scientific Research at King Saud University for funding this research group no. (RG-1438-039).

References

Abdel Wahab, A. M., and Abd-Alla, M. H. (1995). Effect of different rates of N-fertilizers on nodulation, nodule activities and growth of two field grown cvs. of soybean. Nutr. Cycl. Agroecosyst. 43, 37–41.

Google Scholar

Ao, J., Fu, J., Tian, J., Yan, X., and Liao, H. (2010). Genetic variability for root morph-architecture traits and root growth dynamics as related to phosphorus efficiency in soybean. Funct. Plant Biol. 37, 304–312. doi: 10.1071/FP09215

CrossRef Full Text | Google Scholar

Arima, S., Harada, J., Asanuma, S., and Mihara, M. (2000). Analysis of root growth characteristics based on a pipe-model theory and distribution of root nodules in soybean (Glycine max Merr.). Japanese J. Crop Sci. 69, 95–101. doi: 10.1626/jcs.69.95

CrossRef Full Text | Google Scholar

Barbulova, A., Rogato, A., D'Apuzzo, E., Omrane, S., and Chiurazzi, M. (2007). Differential effects of combined N sources on early steps of the nod factor-dependent transduction pathway in Lotus japonicus. Mol. Plant Microbe Interact. 20, 994–1003. doi: 10.1094/MPMI-20-8-0994

PubMed Abstract | CrossRef Full Text | Google Scholar

Bashir, K., Ali, S., and Umair, A. (2011). Effect of different phosphorus levels on xylem sap components and their correlation with growth variables of mash bean. Sarhad J. Agricult. 27, 595–601.

Google Scholar

Beebe, S. E., Rojas-Pierce, M., Yan, X., Blair, M. W., Pedraza, F., Munoz, F., et al. (2006). Quantitative trait loci for root architecture traits correlated with phosphorus acquisition in common bean. Crop Sci. 46, 413–423. doi: 10.2135/cropsci2005.0226

CrossRef Full Text | Google Scholar

Cakmak, I., and Yazici, A. M. (2010). Magnesium: a forgotten element in crop production. Better Crops 94, 23–25.

Google Scholar

Chaudhary, M. I., Adu-Gyamfi, J. J., Saneoka, H., Nguyen, N. T., Suwa, R., Kanai, S., et al. (2008). The effect of phosphorus deficiency on nutrient uptake, nitrogen fixation and photosynthetic rate in mashbean, mungbean and soybean. Acta Physiol. Plant 30, 537–544. doi: 10.1007/s11738-008-0152-8

CrossRef Full Text | Google Scholar

Chen, J., Li, Y., Wen, S., Rosanoff, A., Yang, G., and Sun, X. (2017). Magnesium fertilizer-induced increase of symbiotic microorganisms improves forage growth and quality. J. Agric. Food Chem. 65, 3253–3258. doi: 10.1021/acs.jafc.6b05764

PubMed Abstract | CrossRef Full Text | Google Scholar

Cowan, J. A. (2002). Structural and catalytic chemistry of magnesium-dependent enzymes Biometals 15, 225–235. doi: 10.1023/A:1016022730880

PubMed Abstract | CrossRef Full Text | Google Scholar

Dakora, F. D., and Keya, S. O. (1997). Contribution of legume nitrogen fixation to sustainable agriculture in Sub-Saharan Africa. Soil Biol. Biochem. 29, 809–817. doi: 10.1016/S0038-0717(96)00225-8

CrossRef Full Text | Google Scholar

Day, D. A., Carroll, B. J., Delves, A. C., and Gresshoff, P. M. (1989). Relationship between autoregulation and nitrate inhibition of nodulation in soybeans. Physiol. Plant 75, 37–42. doi: 10.1111/j.1399-3054.1989.tb02060.x

CrossRef Full Text | Google Scholar

Dean, J. M., Mescher, M. C., and De Moraes, C. M. (2014). Plant dependence on rhizobia for nitrogen influences induced plant defences and herbivore performance. Int. J. Mol. Sci. 15, 1466–1480. doi: 10.3390/ijms15011466

PubMed Abstract | CrossRef Full Text | Google Scholar

Egamberdieva, D., Jabborova, D., and Berg, G. (2016). Synergistic interactions between Bradyrhizobium japonicum and the endophyte Stenotrophomonas rhizophila and their effects on growth, nodulation and nutrition of soybean under salt stress. Plant Soil 405, 35–45. doi: 10.1007/s11104-015-2661-8

CrossRef Full Text | Google Scholar

Egamberdieva, D., Wirth, S., Jabborova, D., Räsänen, L. A., Berg, G., and Liao, H. (2017). Coordination between Bradyrhizobium and root colonizing Pseudomonas alleviates salt stress in soybean (Glycine max L.) through altering root system architecture and improving nodulation. J. Plant Inter. 12, 100–107. doi: 10.1080/17429145.2017.1294212

CrossRef Full Text

Egamberdiyeva, D., Qarshieva, D., and Davranov, K. (2004). Growth and yield of soybean varieties inoculated with Bradyrhizobium spp in N-deficient calcareous soils. Biol. Fertil. Soils 40, 144–146. doi: 10.1007/s00374-004-0755-1

CrossRef Full Text | Google Scholar

Fageria, V. D. (2001). Nutrient interactions in crop plants. J. Plant Nutr. 24, 1269–1290. doi: 10.1081/PLN-100106981

CrossRef Full Text | Google Scholar

Fuentes-Ramírez, L. E., Caballero-Mellado, J., Sepúlveda, J., and Martínez-Romero, E. (1999). Colonization of sugarcane by Acetobacter diazotrophicus is inhibited by high N-fertilization. FEMS Microbiol. Ecol. 29, 117–128. doi: 10.1016/S0168-6496(98)00125-1

CrossRef Full Text | Google Scholar

Gentili, F., and Huss-Danell, K. (2003). Local and systemic effects of phosphorus and nitrogen on nodulation and nodule function in Alnus incana. J. Exp. Bot. 54, 2757–2767. doi: 10.1093/jxb/erg311

PubMed Abstract | CrossRef Full Text | Google Scholar

Gibson, A. H., and Harper, J. E. (1985). Nitrate effect on nodulation of soybean by Bradyrhizobium japonicum. Crop. Sci. 25, 497–501. doi: 10.2135/cropsci1985.0011183X002500030015x

CrossRef Full Text | Google Scholar

Giehl, R. F. H., Gruber, B. D., and von Wirén, N. (2014). It's time to make changes: modulation of root system architecture by nutrient signals. J. Exp. Bot. 65, 769–778. doi: 10.1093/jxb/ert421

PubMed Abstract | CrossRef Full Text | Google Scholar

Gransee, A., and Führs, H. (2013). Magnesium mobility in soils as a challenge for soil and plant analysis, magnesium fertilization and root uptake under adverse growth conditions. Plant Soil 368, 5–21. doi: 10.1007/s11104-012-1567-y

CrossRef Full Text | Google Scholar

Grzebisz, W. (2013). Crop response to magnesium fertilization as affected by nitrogen supply. Plant Soil 368, 23–39. doi: 10.1007/s11104-012-1574-z

CrossRef Full Text | Google Scholar

Hellsten, A., and Huss-Danell, K. (2000). Interaction effects of nitrogen and phosphorus on nodulation in red clover (Trifolium pratense L.). Acta Agric. Scand. B 50, 135–142. doi: 10.1080/090647100750374287

CrossRef Full Text | Google Scholar

Hoagland, D. R., and Arnon, D. I. (1950). The Water Culture Method for Growing Plants Without Soils. Berkeley, CA: Califórnia Agricultura Expermental Station.

Hokmalipour, S., and Darbandi, M. H. (2011). Investigation of nitrogen fertilizer levels on dry matter remobilization of some varieties of corn (Zea mays L.). World Appl. Sci. J. 12, 862–870.

Google Scholar

Kamara, A. Y., Kwari, J. D., Ekeleme, F., Omoigui, L., and Abaidoo, R. (2008). Effect of phosphorus application and soybean cultivar on grain and dry matter yield of subsequent maize in the tropical savanna of north-eastern Nigeria. Afr. J. Biotech. 7, 2593–2599.

Google Scholar

Kiss, S. A., Stefanovits-Bányai, E., and Takács-Hájos, M. (2004). Magnesium-content of rhizobium nodules in different plants: the importance of magnesium in nitrogen-fixation of nodules. J. Am. Coll. Nutr. 23, 751S−753S. doi: 10.1080/07315724.2004.10719422

PubMed Abstract | CrossRef Full Text | Google Scholar

Kuzyakov, Y., and Xu, X. L. (2013). Competition between roots and microorganisms for nitrogen: mechanisms and ecological relevance. New Phytol. 198, 656–669. doi: 10.1111/nph.12235

PubMed Abstract | CrossRef Full Text | Google Scholar

Lau, J. A., Bowling, E. J., Gentry, L. E., Glasser, P. A., Monarch, E. A., Olesen, W. M., et al. (2012). Direct and interactive effects of light and nutrients on the legume-rhizobia mutualism. Acta Oecol. 39, 80–86 doi: 10.1016/j.actao.2012.01.004

CrossRef Full Text | Google Scholar

Leidi, E. O., and Rodríguez-Navarro, D. N. (2000). Nitrogen and phosphorus availability limit N2 fixation in bean. New Phytol. 147, 337–346. doi: 10.1046/j.1469-8137.2000.00703.x

CrossRef Full Text | Google Scholar

Li, X., Zeng, R., and Liao, H. (2016). Improving crop nutrient efficiency through root architecture modifications. J. Integr. Plant Biol. 58, 193–202. doi: 10.1111/jipb.12434

PubMed Abstract | CrossRef Full Text | Google Scholar

Liao, H., Rubio, G., Yan, X., Cao, A., Brown, K. M., and Lynch, J. P. (2001). Effect of phosphorus availability on basal root shallowness in common bean. Plant Soil 232, 69–79. doi: 10.1023/A:1010381919003

PubMed Abstract | CrossRef Full Text | Google Scholar

Liao, H., Wan, H., Shaff, J., Wang, X., Yan, X., and Kochian, L. V. (2016). Phosphorus and aluminum interactions in soybean in relation to aluminum tolerance: exudation of specific organic acids from different regions of the intact root system. Plant Physiol. 141, 674–684. doi: 10.1104/pp.105.076497

PubMed Abstract | CrossRef Full Text | Google Scholar

Liao, H., Yan, X., Rubio, G., Beebe, S. E., Blair, M. W., and Lynch, J. P. (2004). Genetic mapping of basal root gravitropism and phosphorus acquisition efficiency in common bean. Funct. Plant Biol. 31, 959–970. doi: 10.1071/FP03255

CrossRef Full Text | Google Scholar

Liu, H., Tang, C., and Li, C. (2016). The effects of nitrogen form on root morphological and physiological adaptations of maize, white lupin and faba bean under phosphorus deficiency. AoB Plants 8:plw058. doi: 10.1093/aobpla/plw058

PubMed Abstract | CrossRef Full Text | Google Scholar

López-Bucio, J., Hernández-Abreu, E., Sánchez-Calderón, L., Nieto-Jacobo, M. F., Simpson, J., and Herrera-Estrella, L. (2002). Phosphate availability alters architecture and causes changes in hormone sensitivity in the Arabidopsis root system. Plant Physiol. 129, 244–256. doi: 10.1104/pp.010934

PubMed Abstract | CrossRef Full Text | Google Scholar

McEldowney, S., and Fletcher, M. (1986). Variability of the influence of physicochemical factors affecting bacterial adhesion to polystyrene substrata. Appl. Environ. Microbiol. 52, 460–465.

PubMed Abstract | Google Scholar

Murray, J. D., Liu, C. W., Chen, Y., and Miller, A. J. (2017). Nitrogen sensing in legumes. J. Exp. Bot. 68, 1919–1926. doi: 10.1093/jxb/erw405

PubMed Abstract | CrossRef Full Text | Google Scholar

Niste, M., Vidican, R., Rotar, I., Stoian, V., Pop, R., and Miclea, R. (2014). Plant nutrition affected by soil salinity and response of Rhizobium regarding the nutrients accumulation. ProEnvironment 7, 71–75.

Google Scholar

Niu, Y., Jin, G., Li, X., Tang, C., Zhang, Y., Liang, Y., et al. (2015). Phosphorus and magnesium interactively modulate the elongation and directional growth of primary roots in Arabidopsis thaliana (L.) Heynh. J. Exp. Bot. 66, 3841–3854. doi: 10.1093/jxb/erv181

PubMed Abstract | CrossRef Full Text | Google Scholar

O'Hara, G. W. (2001). Nutritional constraints on root nodule bacteria affecting symbiotic nitrogen fixation: a review. Aust. J. Exp. Agric. 41, 417–433. doi: 10.1071/EA00087

CrossRef Full Text | Google Scholar

Olivera, M., Tejera, N., Iribarne, C., Ocana, A., and LIuch, C. (2004). Growth, nitrogen fixation and ammonium assimilation in common bean (Phaseolus vulgaris): effect of phosphorus. Physiol. Plant. 121, 498–505. doi: 10.1111/j.0031-9317.2004.00355.x

CrossRef Full Text | Google Scholar

Paliya, S., Tikle, A. N., and Thomas, T. (2014). Efficacy of micronutrients in influencing growth behavior of Rhizobium of Pigeonpea (Cajanus cajan L. [Millsp.]). Orient. J. Chem. 30, 731–736. doi: 10.13005/ojc/300245

CrossRef Full Text | Google Scholar

Qin, L., Jiang, H., Tian, J., Zhao, J., and Liao, H. (2011). Rhizobia enhance acquisition of phosphorus from different sources by soybean plants. Plant Soil 349, 25–36. doi: 10.1007/s11104-011-0947-z

CrossRef Full Text | Google Scholar

Qin, L., Zhao, J., Tian, J., Chen, L., Sun, Z., Guo, Y., et al. (2012). The high-affinity phosphate transporter gmpt5 regulates phosphate transport to nodules and nodulation in soybean. Plant Physiol. 159, 1634–1643. doi: 10.1104/pp.112.199786

PubMed Abstract | CrossRef Full Text | Google Scholar

Rinaudi, L., Fujishige, N. A., Hirsh, A. M., Banchio, E., Zorreguieta, A., and Giordano, W. (2006). Effects of nutritional and environmental conditions on Sinorhizobium meliloti biofilm formation. Res. Microbiol. 157, 867–875. doi: 10.1016/j.resmic.2006.06.002

PubMed Abstract | CrossRef Full Text | Google Scholar

Rodrigues, F. A., Rezende, R. A. L., Soares, J. D. R., Brant, L. A. C., Setotaw, T. A., Pasqual, M., et al. (2017). Effect of modifying concentrations of calcium and magnesium on in vitro development of banana CV. Prata-Anã (genomic group AAB). Biosci. J. 33, 1113–1118. doi: 10.14393/BJ-v33n5a2017-37311

CrossRef Full Text | Google Scholar

Ruiz Sainz, J. E., Zhou, J. C., Rodriguez-Navarro, D. N., Vinardell, J. M., and Thomas-Oates, J. E. (2005). “Soybean cultivation and BBF in China,” in Nitrogen Fixation in Agriculture, Forestry, Ecology, and the Environment. Nitrogen Fixation: Origins, Applications, and Research Progress, Vol 4, eds D. Werner and W. E. Newton (Dordrecht: Springer), 67–87. doi: 10.1007/1-4020-3544-6_5

CrossRef Full Text | Google Scholar

Sa, T. M., and Israel, D. W. (1991). Energy status and functioning of phosphorus-deficient soybean nodules. Plant Physiol. 97, 928–935. doi: 10.1104/pp.97.3.928

PubMed Abstract | CrossRef Full Text | Google Scholar

Shiri-Janagard, M., Raei, Y., Gasemi-Golezani, G., and Aliasgarzad, N. (2012). Influence of Bradyrhizobium japonicum and phosphate solubilizing bacteria on soybean yield at different levels of nitrogen and phosphorus. Int. J. Agron. Plant Prod. 3, 544–549.

Google Scholar

Simons, M., van der Bij, A. J., Brand, I., de Weger, L. A., Wijffelman, C. A., and Lugtenberg, B. J. (1996). Gnotobiotic system for studying rhizosphere colonization by plant growth-promoting Pseudomonas bacteria. Mol. Plant Microbe Interact. 9, 600–607. doi: 10.1094/MPMI-9-0600

PubMed Abstract | CrossRef Full Text | Google Scholar

Song, B., and Leff, L. G. (2006). Influence of magnesium ions on biofilm formation by Pseudomonas fluorescens. Microbiol. Res. 161, 355–361. doi: 10.1016/j.micres.2006.01.004

PubMed Abstract | CrossRef Full Text | Google Scholar

Sulieman, S., Schulze, J., and Tran, L. P. (2013). Comparative analysis of the symbiotic efficiency of Medicago truncatula and Medicago sativa under phosphorus deficiency. Int. J. Mol. Sci. 4, 5198–5213. doi: 10.3390/ijms14035198

CrossRef Full Text | Google Scholar

Tajini, F., Trabelsi, M., and Drevon, J. J. (2011). Co-inoculation with Glomus intraradices and Rhizobium tropici CIAT899 increases P use efficiency for N2 fixation in the common bean (Phaseolus vulgaris L.) under P deficiency in hydroaeroponic culture. Symbiosis 53, 123–129. doi: 10.1007/s13199-011-0117-3

CrossRef Full Text | Google Scholar

Tang, C., Hisinger, P., Drevon, J. J., and Jaillard, B. (2001). Phosphorus deficiency impairs early nodule functioning and enhances proton release in root of Medicago truncatula L. Ann. Bot. 88, 131–138. doi: 10.1006/anbo.2001.1440

CrossRef Full Text | Google Scholar

Valverde, C., Ferrari, A., and Wall, L. G. (2002). Phosphorus and the regulation of nodulation in the actinorhizal symbiosis between Discaria trinervis (Rhamnaceae) and Frankia BCU110501. New Phytol. 153, 43–51. doi: 10.1046/j.0028-646X.2001.00298.x

CrossRef Full Text | Google Scholar

Verbruggen, N., and Hermans, C. (2013). Physiological and molecular responses to magnesium nutritional imbalance in plants. Plant Soil 368, 87–99. doi: 10.1007/s11104-013-1589-0

CrossRef Full Text | Google Scholar

Vincent, J. M. (1970). A Manual for the Practical Study of Root-Nodule Bacteria. Oxford: IBP Burgess and Son; Berkshire: Blackwell Scientific.

Google Scholar

Vincent, J. M., Humphrey, B., and North, R. J. (1962). Some features of the fine structure and chemical composition of Rhizobium trifolii. J. Gen. Microbiol. 29:551. doi: 10.1099/00221287-29-3-551

PubMed Abstract | CrossRef Full Text | Google Scholar

Weber, J., Tham, F. Y., Galiana, A., Prin, Y., Ducousso, M., and Lee, S. K. (2007). Effects of nitrogen source on the growth and nodulation of Acaia mangium in aeroponic culture. J. Trop. Forest Sci. 19, 103–112.

Google Scholar

Win, M., Nakasathien, S., and Sarobol, E. (2010). Effects of phosphorus on seed oil and protein contents and phosphorus use efficiency in some soybean varieties. Kasetsart J. Nat. Sci. 44, 1–9.

Google Scholar

Zhou, X. J., Liang, Y., Chen, H., Shen, S. H., and Jing, Y. X. (2006). Effects of rhizobia inoculation and nitrogen fertilization on photosynthetic physiology of soybean. Photosynthetica 44, 530–535. doi: 10.1007/s11099-006-0066-x

CrossRef Full Text | Google Scholar

Keywords: root system, rhizobia, nodulation, nutrient interactions, legume

Citation: Egamberdieva D, Jabborova D, Wirth SJ, Alam P, Alyemeni MN and Ahmad P (2018) Interactive Effects of Nutrients and Bradyrhizobium japonicum on the Growth and Root Architecture of Soybean (Glycine max L.). Front. Microbiol. 9:1000. doi: 10.3389/fmicb.2018.01000

Received: 11 December 2017; Accepted: 27 April 2018;
Published: 23 May 2018.

Edited by:

Paula García-Fraile, Academy of Sciences of the Czech Republic (ASCR), Czechia

Reviewed by:

Jose María Vinardell, Universidad de Sevilla, Spain
Roberta Paradiso, University of Naples Federico II, Italy

Copyright © 2018 Egamberdieva, Jabborova, Wirth, Alam, Alyemeni and Ahmad. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Dilfuza Egamberdieva, dilfuza.egamberdieva@zalf.de

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.