Abstract
Background and aim
Phosphorus (P) addition is a common practice to alleviate P limitation in agricultural ecosystems. However, information regarding microbial communities’ response to P addition in grasslands remains limited. The present study aimed to investigate the response of bacterial communities from rhizosphere and root endosphere of Achnatherum inebrians to P addition, and assess the potential roles played by mutualistic endophyte Epichloë gansuensis in these processes.
Methods
The response of bacterial communities to P addition was investigated based on 16S rRNA sequencing. Soil properties were determined and Mantel test was employed to evaluate the main factors contributing to bacterial community alteration. Additionally, the root exudates were assessed by GC-MS.
Results
P addition influenced the bacterial community composition in both the rhizosphere and root endosphere of A. inebrians with (E+) or without (E−) E. gansuensis, while not affecting community diversity. Moreover, P addition increased the soil available P, total P, and pH levels, which exhibited significant correlation with the bacterial communities in both rhizosphere and root endosphere of A. inebrians. Additionally, P addition increased the exudation of xylose, glycine, alanine, mandelic acid, and lactic acid from E+ plant roots.
Conclusions
P addition shapes the bacterial communities in rhizosphere and root endosphere of A. inebrians by altering soil total P, available P, pH levels. Meanwhile, P addition modulates the root exudate profiles that mediated by E. gansuensis. This study provides new insights into the response of plant-soil-microbe ecosystem to P addition, which is helpful for the fertilization management during grassland sustainability.
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Introduction
Phosphorus (P) is an essential macronutrient and plays a pivotal role in almost all major physiological processes in plants, including photosynthesis, respiration, signal transduction, as well as the biosynthesis of ATP, nucleic acids, proteins, and phospholipids (Plaxton and Tran 2011; Tiziani et al. 2020). Inorganic orthophosphate (Pi), the primary form of P assimilated by plants, is one of the limiting factors that greatly affect plant growth and crop yields due to its poor mobility and low concentration in soil (Aslam et al. 2022). Meanwhile, limitation on biomass production caused by soil P deficiency would be aggravated because of the continuous increase in atmospheric nitrogen (N) deposition and N fertilizer utilization in the future (Li et al. 2016; Penuelas et al. 2013). Addition of Pi-containing fertilizers is a common practice to alleviate P limitation in farmland and grassland ecosystems (Bennett and Adams 2001; Cheng et al. 2022; Sarathchandra et al. 2001). Furthermore, improving P availability may be an effective management option for the restoration of degraded grasslands (Armitage et al. 2012; Reed et al. 2007). However, a large proportion of Pi that used as fertilizer is rapidly fixed by soil particle adsorption and chemical precipitation, leading to a decrease in Pi assimilation by plants and increasing the risk of environmental pollution (Richardson et al. 2001).
P addition also has a crucial impact on the soil microbial communities which play vital roles in regulating nutrient cycling by accelerating the decomposition of soil organic matter in terrestrial ecosystems (Ling et al. 2017). However, previous studies have shown that the responses of soil microbial communities to P addition are inconsistent, which may be related to multiple factors including soil conditions, plant species, P fertilizer types, and fertilizer application period (Huang et al. 2016; Lagos et al. 2016; Shi et al. 2020). It has been reported that P addition exerts positive, neutral, and even negative influence on the soil microbes in the temperate forests (Groffman and Fisk 2011; Thirukkumaran and Parkinson 2000, 2002). Similar results have also been observed in soil microbial communities of grasslands when exposed to P fertilizer application. Chen et al. (2014) reported that P input led to a shift from fungal-dominated to bacterial-dominated decomposition pathways in the P-limited and grazed grassland. While, Yan et al. (2021) found that P addition significantly altered the composition of soil fungal and bacterial communities in the temperate meadow, with decreasing the bacterial operational taxonomic unit (OTU) richness and increasing the fungal OTU richness. Additionally, other studies suggested that P fertilization did not significantly affect the soil microbial biomass or community structure in grasslands (Massey et al. 2016; Sarathchandra et al. 2001; Shi et al. 2020). These inconsistent results suggest that more trials should be carried out to determine the effects of P addition on soil microbial communities in different grassland types.
Plant-associated microbial communities play vital roles in plant growth and fitness via several mechanisms, such as stimulating growth, facilitating nutrient uptake, and conferring resistance to abiotic and biotic stress (Trivedi et al. 2020). In particular, some rhizosphere microorganisms are involved in enhancing the availability of essential nutrients (e.g., phosphorus, nitrogen, and sulfur) for plants. In turn, rhizosphere microorganisms acquire their primary carbon source from the exudates and deposits of plant roots (Brisson et al. 2022; Mimmo et al. 2018). The root exudates could drive the recruitment of beneficial microorganisms to the rhizosphere, which provides a crucial basis for the maintenance of distinct microbial community patterns required by host plants under specific environmental conditions (Trivedi et al. 2020; Zhalnina et al. 2018). Plants growing in the nutrient-deficient soils employ root exudates in multiple ways, for instance, serving as symbiotic signals and growth promoters of some soil microorganisms that involved in nutrient acquisition (Dakora and Phillips 2002). Chen et al. (2019a) reported that some bacterial genera, such as Arthrobacter, Bacillus, and Devosia, in the rhizosphere of wheat varied in response to the increased N input, which was significantly correlated with the organic acid levels secreted by roots. However, the effect of elevated P concentrations on the root exudate profiles of plants is still obscure.
Achnatherum inebrians is a perennial, cool-season grass species that can be found throughout the semi-arid grasslands in Northwest China (Li et al. 2004; Wang et al. 2020). In natural conditions, nearly all of A. inebrians are infected with the mutualistic seed-borne Epichloë endophytes which colonize all plant tissues with exception of the roots (Hou et al. 2021). Extensive research has suggested that the infection of Epichloë sp. enhances the resistance of host A. inebrians to various abiotic and biotic stresses, thereby facilitating the adaptation of this fungal symbiont to degraded grasslands (Chen et al. 2015; Hou et al. 2020b; Wang et al. 2020, 2022). In our previous study, it was demonstrated that Epichloë gansuensis improved A. inebrians growth under low-P condition by modulating the organic acid contents and increasing the phosphorus utilization efficiency (Liu et al. 2021). Additionally, the presence of E. gansuensis also could affect the rhizosphere microbial communities of A. inebrians with increasing the Shannon diversity of bacteria and the spore diversity of arbuscular mycorrhizal fungi (Hou et al. 2020b; Ju et al. 2020). Recently, Jin et al. (2022) suggested that E. gansuensis increased the secretion of organic acids and amino acids from host roots when exposed to Cd stress, and these exudates might recruit distinct rhizosphere bacterial communities to improve the resistance of hosts against Cd toxicity.
In the present study, we investigated the influence of P addition on soil properties, root exudates, and rhizosphere and root endosphere bacterial communities in E. gansuensis-infected (E+) and E. gansuensis-free (E−) A. inebrians. The objectives of this study were to address the following questions: (i) How does P addition influence the bacterial communities in rhizosphere and root endosphere of E+ and E− A. inebrians? (ii) How does P addition affect soil properties and root exudates of A. inebrians, and among these soil property indices, which would be the major factors that are strongly correlated with the bacterial communities of rhizosphere and root endosphere? and (iii) what potential roles might E. gansuensis play in these processes described above. We hypothesize that P addition could shape the bacterial communities in both rhizosphere and root endosphere of A. inebrians by affecting soil properties. Additionally, P addition could modulate the exudate profiles of A. inebrians roots, which may potentially be associated with E. gansuensis-mediated regulation. This study attempts to provide novel insights into the E. gansuensis-mediated adaptation of A. inebrians to P addition at the microbial level. These new findings may contribute to providing scientific management and guidance for the sustainable development of grasslands.
Materials and methods
Plant growth and P addition treatment
Seeds of Achnatherum inebrians with (E+) or without Epichloë gansuensis (E−) were obtained as described by Hou et al. (2020b). First, E+ and E− seeds were cleansed with 75% ethanol (5 min) followed by 1% NaClO (10 min) for surface sterilization, then washed with sterile distilled water for 6 times. After disinfection, E+ and E− A. inebrians seeds were planted in 12 pots with 6 seeds per pot, respectively. The size of the pot is 10 cm in the bottom diameter, 18.5 cm in the upper diameter, and 19.5 cm in height. Each pot was filled with sifted soil (2400 g, sampled from 10 to 30 cm of the profile and sieved through a 2 mm mesh) that collected from a fallow field located in Yuzhong campus, Lanzhou university (Yuzhong county, Gansu province, China). A week after germination, only three well-grown A. inebrians seedlings with same size were kept in each pot to avoid competition for space during growth, and plants were irrigated with 200 mL of distilled water once a week before P addition treatment. After one month of growth, six pots with E+ seedlings were treated with 200 mL of KH2PO4 solution (30 mM), and another six E+ pots were treated with 200 mL of distilled water as the control groups. The same procedure was repeated for E− pots. All samples were treated once a week for an 8-week period. After phosphate input, all A. inebrians plants continued to grow in the greenhouse for ten months, and during this period, each pot was watered with 200 mL distilled water once a week. Next, rhizosphere soil samples and roots of E+ and E− A. inebrians were collected for bacterial community analysis.
Rhizosphere soil collection and root sample preparation
First, the roots of three individual A. inebrians from one pot were mixed into a composite, and the bulk soils from roots were shaken off as much as possible. Then methods described by Tang et al. (2022) and McPherson et al. (2018) with a minor modification were used to collect rhizosphere soil samples and to sterilize the root surfaces for bacterial DNA extraction from the root endosphere. Briefly, roots without bulk soils were trimmed into 7–8 cm in length with a sterile scissor, and then transferred to a 50 mL sterile centrifuge tube containing 35 mL of autoclaved phosphate-buffered saline (PBS; NaCl 137 mM, KCl 2.7 mM, Na2HPO4 4.3 mM, KH2PO4 1.4 mM, pH 7.4). The rhizosphere soil samples were released by shaking the PBS solution for 2 min. Then the roots were transferred to a new centrifuge tube and placed on ice. The rhizosphere soil samples were resuspended by shaking, followed by centrifugation with 3000 g for 5 min at room temperature. The supernatant was discarded, and 1.5 mL of PBS solution was added to the pellet then vortexed. Immediately, the resuspended solution was transferred into a new 2 mL sterile Eppendorf tube and centrifuged at 12,000 g for 2 min at room temperature, followed by moving out the supernatant as much as possible. The rhizosphere soil samples were stored at −80 °C before DNA extraction.
Before the extraction of bacterial genome DNA from the root endosphere, the root surface was sterilized. In brief, the roots were first submerged in 35 mL disinfectant solution containing 50% bleach (available ClO−: 10%) with 0.01% Tween 20 in a 50 mL tube, and the tubes were shaken for 60 s. Then the disinfectant solution was replaced by 35 mL of 75% ethanol, and the tubes were shaken for another one minute, followed by rinsing the roots for five times with autoclaved ddH2O. The sterilized root samples were cut into 5 mm pieces and stored at −80 °C before DNA extraction. In addition, the rinsed water of the last wash was used to test the availability of root surface disinfection via plate incubation experiment and PCR analysis, and no bacterial growth or PCR products were detected.
DNA extraction, 16S rRNA sequencing and data analysis
Genomic DNA was extracted from 0.35 g rhizosphere soil sample and 0.5 g root sample using the MP BIO FASTDNA SPIN KIT (MP Bio, CA, USA) according to the manufacturer’s instructions. The purified DNA was quantified using NanoDrop 2000 (ThermoFisher scientific, MA, USA). The V5V7 region of the bacterial 16S rRNA gene was amplified using the 799F/1193R primer pairs (Zgadzaj et al. 2016), then PCR products were assessed by agarose gel electrophoresis before library construction. After the construction of sequencing library using the TruSeq DNA PCR-Free Sample Preparation Kit (Illumina, CA, USA), the libraries were sequenced with the Illumina NovaSeq 6000 SP PE250 platform at Genesky Biotechnologies Co, Ltd. (Shanghai, China). After Illumina sequencing, the adaptor and primer sequences were removed using cutadapt plug-in of QIIME2 software (Bolyen et al. 2019), then we obtained the clean reads. The dada2 plug-in of QIIME2 software was used to denoise, splice the double-ended sequences, and remove the chimeric sequence (Callahan et al. 2016), eventually obtaining the valid data (Non-chimeric Reads).
Analyses of soil properties
Soil pH in moist samples (1:2.5 ratio of soil to ddH2O) was measured using a Sartorius PB-10 pH meter. The soil organic carbon (SOC) and available phosphorus were analyzed using method of Da and Sommers (1983). The total phosphorus (TP), total nitrogen (TN), ammonium N (NH4+-N; AN), and nitrate N (NO3−-N; NN) in soils were estimated by the method of Zhao et al. (2014). The activities of soil invertase, soil urease, and alkaline phosphatase were determined using the method of Hou et al. (2020a). The soil catalase activity was measured with the method of Guwy et al. (1999).
Root exudate extraction and determination
The extraction and determination of root exudates were performed mainly according to the method described by Jin et al. (2022) with a minor modification. In brief, the surface-sterilized seeds of E+ and E− A. inebrians were sown in a tray containing sterilized vermiculite with enough distilled water. After seed germination, seedlings were watered once a week with 400 mL of 1/2 Hoagland solution and 400 mL distilled water. After 35 days of growth under controlled conditions in an artificial light incubator (16 h light/8 h dark; 60% humidity; 25 °C; 90 µE·m−2·s−1), the plants were carefully pulled out, and then the vermiculite was washed off from the roots using tap water. Next, A. inebrians plants were transferred to a 50 mL sterile centrifuge tube, and plant roots were immersed in 30 mL of 1/2 Hoagland solution for 24 h to enhance the adaptation of plants to the hydroponic condition. Then, E+ and E− plants were treated with autoclaved 1/2 Hoagland solution with or without 30 mM KH2PO4 for four days, and the nutrient solution was renewed every day. The roots of E+ and E− plants were washed with sterile water, and transferred into the opaque conical bottles containing 20 mL of sterile water for the collection of root exudates. The roots were allowed to grow for another three days to release the root exudates into the water, and bottles were kept on shaking at 50 rpm for 2 h every day to increase dissolved oxygen levels in the water. Finally, root exudate solution was collected and freeze-dried, followed by analysis with GC-MS at BioTree Biomedical Technology Co, Ltd. (Shanghai, China). And the detailed procedure for GC-MS analysis was described by Bao et al. (2021).
Statistical analysis
The one-way analysis of variance (ANOVA) was employed to evaluate the effect of P addition and endophytic fungi on the soil nutrients and soil enzyme activities, and the level of statistically significant difference is P < 0.05. R (4.1.3 version) was used to determine the Shannon index, Principal coordinate analysis (PCoA), relative abundance of bacterial taxa at phylum and genus levels, co-network of soil bacterial communities at phylum level, redundancy analysis, heatmap, Spearman’s rank correlation coefficients, and Mantel’s test. Linear discriminant analysis (LDA) effect size (LEfSe) is an efficient algorithm for high-dimensional data comparisons and often used to detect the feature taxa with significantly different abundances as well as to evaluate the effect sizes by the LDA scores (Yang et al. 2019). LEfSe analysis was performed using the OmicStudio tools (http://www.omicstudio.cn/tool). Additionally, SIMCA-P 14.0 software was used to perform the principal component analysis (PCA) of root exudates. The criterion for significantly differential root exudates is VIP > 1 and P < 0.05. And metabolic pathways enriched by differential exudates were performed by MetaboAnalyst5.0 (https://www.metaboanalyst.ca/).
Results
The effect of E. gansuensis and P addition on the bacterial community diversity in rhizosphere and root endosphere
In this study, the 16S rRNA gene amplicon was firstly characterized with Illumina sequencing and then used to analyze the diversity and composition of bacterial communities in both roots and rhizosphere of A. inebrians after P addition. As shown in Fig. 1A, the infection of E. gansuensis significantly increased the Shannon index of the bacterial communities in the rhizosphere soil without P addition in A. inebrians. However, P addition eliminated this marked difference that identified in rhizosphere between E+ and E− plants, indicating that bacterial composition was influenced by the fertilization of phosphorus (Fig. 1A). In contrast, neither P addition nor E. gansuensis exhibited a significant effect on the Shannon index of bacterial communities in the root endosphere of A. inebrians (Fig. 1B). Principal coordinate analysis (PCoA) based on Bray-Curtis dissimilarity metrics showed a clear distance in the rhizosphere bacterial communities between E+ and E− A. inebrians under different P-input conditions (Fig. 1C). In contrast, no distinct separation was found in the bacterial communities of roots (Fig. 1D), and these results were further confirmed by the Adonis test as shown in Table 1. These data suggest that, instead of the root endophyte, the diversity of rhizosphere bacteria in A. inebrians was mainly influenced by P addition.
Bacterial community composition revealed by the 16S rRNA sequencing
All of the identified amplicon sequence variants (ASVs) were classified into 18 phyla and 45 genera within the rhizosphere and endophyte bacterial communities. Among these groups, the majority of ASVs belonged to phyla Proteobacteria, Bacteroidetes, and Actinobacteria (Fig. 2A), which accounted for more than 79.1% of the total bacterial sequences in rhizosphere as well as 97.1% in root endophytes. We noticed that P addition increased the relative abundance of Firmicutes in rhizosphere of both E+ (from 2.85 to 5.16%) and E− (from 3.38 to 9.04%) A. inebrians (Fig. 2A) and decreased the relative abundance of Acidobacteria in rhizosphere of E+ plants (from 3.27 to 2.27%; Fig. 2A). In the root endosphere of A. inebrians, the Actinobacteria relative abundance was increased by P addition, but it was decreased by the infection of E. gansuensis under both 0 (from 17.96 to 9.21%) and 30 mM (from 28.98 to 15.09%) P-input conditions (Fig. 2A). Additionally, comparative analysis suggested that rhizosphere bacteria showed a higher abundance of the genera Arthrobacter, Gemmatimonas, and Sphingomonas (Fig. 2B). In contrast, Niastella, Ohtaekwangia, and Ralstonia were the dominant genera that found in endophytic bacteria (Fig. 2B).
Next, the LEfSe analysis was used to exhibit the phyla and genera with significantly different abundance caused by P addition and infection of E. gansuensis. As shown in Fig. 2C, P addition significantly increased the abundance of Bacteroidetes and Firmicutes phyla, and Chryseobacterium, Bacillus genera, but significantly decreased the Chloroflexi and Acidobacteria phyla, along with Phenylobacterium and Sphingomonas genera in the rhizosphere of E+ A. inebrians. Under the P-input condition, the infection of E. gansuensis significantly increased the abundance of genera Pseudomonas, Arenimonas, and depressed phylum Firmicutes as well as genera Streptomyces, Ensifer in the rhizosphere (Fig. 2D). Additionally, P input increased the abundance of the genera Streptomyces and Flavitalea but decreased the Neorhizobium genus in E+ root endosphere (Fig. 2E). Meanwhile, the infection of E. gansuensis markedly induced the abundance of genera Pseudomonas and Fluviicola, but decreased the phylum Actinobacteria as well as the genera Lentzea and Rhodomicrobium in the root endosphere that treated with 30 mM P addition (Fig. 2F). Furthermore, the interspecific associations within bacterial communities were investigated by the co-occurrence network analysis. P addition decreased the number of total nodes, total edges, average degree, and density in rhizosphere networks of both E+ and E− A. inebrians plants, indicating the increased P fertilizer might low the complexity of rhizosphere bacterial community structure (Fig. S1 and Table S1). For the endophyte network, the infection of E. gansuensis increased the number of total edges, average degree, and density and centralization under different P-input conditions, suggesting E. gansuensis enhanced the connectedness of the bacterial community structure in root endosphere (Fig. S2 and Table S1).
Response of soil properties to P addition
Compared to the control, P addition significantly increased total P (TP), available P (AP), and pH levels (Fig. 3B, E, and G), but depressed the activity of catalase (Fig. 3K) in soils with both E+ and E− A. inebrians. In contrast, soil total N (TN), and activities of invertase, urease, and phosphatase were not significantly altered by P addition (Fig. 3A, H, I, and J). Intriguingly, E. gansuensis played opposite effects on the content of NO3−-N (NN) and NH4+-N (AN) after P fertilizer application, with significantly increasing NN while decreasing AN (Fig. 3C and D). Additionally, P input significantly induced the SOC in soil with E+ A. inebrians, and meanwhile, the infection of E. gansuensis markedly promoted the increase of SOC under P-input condition (Fig. 3F).
Relationship between bacterial community composition and soil properties
Pearson’s test suggested that AP was positively correlated with TP (P < 0.001) and pH (P < 0.001) (Fig. 4). Meanwhile, pH was positively correlated with TP (P < 0.001). It should be noted that catalase was negatively correlated with TP (P < 0.001), AP (P < 0.001), and pH (P < 0.001). The Mantel test indicated that TP, AP, and pH were strongly related to bacterial community composition in both rhizosphere and root endosphere, thus confirming our hypothesis. Additionally, AN was specifically related to the composition of rhizosphere bacteria with P < 0.01 (Fig. 4).
Furthermore, Spearman’s Rank correlation coefficient indicated that Acidobacteria and Chloroflexi were negatively correlated to SOC; Acidobacteria and Proteobacteria were positively correlated to AN and catalase in rhizosphere soil, respectively (Fig. 5A). The AP and pH exhibited similar correlation to the main bacterial phyla, showing significantly negative correlation with the Acidobacteria and Proteobacteria, and positive correlation with Actinobacteria, Firmicutes, and Nitrospirae in rhizosphere soil (Fig. 5A). Additionally, at the level of endophytic bacteria, Acidobacteria was negatively correlated to TN; Chlamydiae was positively correlated to the pH; Candidatus_Saccharibacteria and Planctomycetes were positively correlated to invertase (Fig. 5B). Meanwhile, Actinobacteria within endophytes was negatively correlated to NN, urease, and catalase (Fig. 5B).
Redundancy analysis (RDA) was used to further assess the correlation between soil properties and bacterial community composition. The results revealed that AP, TP, and pH exhibited positive correlations with phyla Verrucomicrobia, Actinobacteria, Firmicutes, and Nitrospirae in rhizosphere, and with phyla Candidatus_Saccharibacteria, Actinobacteria, Chlamydiae, Gemmatimonadetes, and Spirochaetes in root endosphere, respectively (Fig. S3A and S3C). Particularly, AP content (P = 0.011) and pH (P = 0.007) were the two major factors that influenced the bacterial community composition, explaining 24.22% and 25.26% of the variation, respectively (Table S2). The NN and AN were mainly correlated with phyla Planctomycetes, Proteobacteria, Acidobacteria, and Gemmatimonadetes in rhizosphere (Fig. S3A, Table S2). Moreover, catalase (P = 0.047) was identified as another factor that significantly correlated with the differences in the composition of rhizosphere bacterial communities, accounting for 42.04% of the variation (Fig. S3B, Table S2). The activity of urease was positively correlated with phyla Proteobacteria and Acidobacteria in root endosphere, explaining 35.91% of the variation with P = 0.026 (Fig. S3D, Table S2).
Response of root exudate profiles to the infection of E. gansuensis under P input condition
Root exudates of A. inebrians in response to the infection of E. gansuensis and P addition were investigated. Principal component analysis (PCA) suggested that P addition separated the root exudates of A. inebrians along the PC1 axis (Fig. 6A). Furthermore, root exudates of E+ and E− A. inebrians showed a distinct separation under P addition, indicating that E. gansuensis played important roles in regulating host root exudation (Fig. 6A). 30 mM P significantly altered 8 exudate metabolites in E+ roots with increasing xylose, lactic acid, glycine, 24,25-dihydrolanosterol, mandelic acid, and alanine but decreasing 3-hydroxynorvaline and sucrose (Fig. 6B). Meanwhile, pathway enrichment analysis indicated that these differentially expressed metabolites were mainly involved in glycine, serine and threonine metabolism, glyoxylate and dicarboxylate metabolism, as well as starch and sucrose metabolism (Fig. 6E). Additionally, after the infection of E. gansuensis, 8 differentially expressed exudates involved in vitamin B6 metabolism, sulfur metabolism, and TCA cycle were identified in roots under P-input condition (Fig. 6C and 6F). Intriguingly, we found that lactic acid, one of the up-regulated metabolites, was overlapped among these significantly altered exudates identified in both “30RE+ vs. 0RE+” and “30RE+ vs. 30RE−” comparisons, suggesting that E. gansuensis might play a pivotal role in promoting the P-induced secretion of lactic acid in roots of A. inebrians (Fig. 6D).
Discussion
In this study, new insights were presented to evaluate the effects of short-term P addition on rhizosphere and endophyte bacterial communities, soil properties, and root exudates of A. inebrians with or without E. gansuensis. P deficiency promotes the establishment of a symbiotic relationship between plant roots and mycorrhizal fungi (Alzate Zuluaga et al. 2021). It has been suggested that Neotyphodium coenophialum AR542E+ and N. coenophialum AR584E+ exhibited positive effects on general fungi in the tall fescue rhizosphere under conditions of lesser P availability (Ding et al. 2021). In contrast, it was found that P addition had a limited effect on the rhizosphere bacterial diversity (Fig. 1A), which was in agreement with the previous investigation showing that bacterial community α-diversity (Simpson and Shannon index) and richness (ACE and Chao1 index) in rhizosphere of the P-efficient soybean cultivars were not altered by the P fertilization (Tian et al. 2020). Furthermore, Shi et al. (2020) revealed that short-term P addition did not significantly affect the structure of soil microbial communities in timothy swards. On the other hand, some studies suggested the P availability is the key limiting factor for the soil bacterial communities in the grassland ecosystems, and these varied responses to P input might be attributed to soil types, fertilization frequencies, and land-use categories (Dong et al. 2020; Rooney and Clipson 2009; Wu et al. 2022; Yan et al. 2021). In the present study, the presence of E. gansuensis increased the Shannon index of rhizosphere bacteria in soil without P addition, which was consistent with the previous findings described by Hou et al. (2020b). The increased diversity of rhizosphere microbial communities could enhance plant nutrient acquisition, growth, and root health, thus improving the competitiveness of Epichloë fungus-host grass symbiont in natural habitats (Wang et al. 2020; Zhao et al. 2021).
The dominance of Actinobacteria, Proteobacteria, Bacteroidetes, and Firmicutes phyla is consistent with the distribution patterns of major bacterial taxa that found across a wide range of bulk and rhizosphere soils (Lauber et al. 2009; Widdig et al. 2019). As one of the most general phyla observed in the terrestrial ecosystems, Proteobacteria is a copiotrophic taxon and is mainly characterized by a rapid growth rate, response to labile C and P sources, and adapting to diverse rhizosphere conditions (Lagos et al. 2016). The negative correlation between Proteobacteria and pH has also been reported (Kim et al. 2016). Soil P status influences the incidence and diversity of soil bacteria that involved in P cycling (Ikoyi et al. 2018; Mander et al. 2012; Tan et al. 2012; Widdig et al. 2019). Our results showed that the relative abundance of Firmicutes was increased in response to the P addition in rhizosphere of A. inebrians with or without E. gansuensis, which was in accordance with the finding described in a long-term P input trial in the pasture soils (Tan et al. 2012). Firmicutes has a higher carbon mineralization rate and is regarded as the copiotrophic microbe with higher C availability in soil management (Fierer et al. 2007; Hegyi et al. 2021). The abundance of Acidobacteria in E+ rhizosphere was decreased due to P addition (Fig. 2A). This shift might be attributed to the higher soil pH in E+ A. inebrians since the abundance of Acidobacteria showed a strong negative correlation with pH value (Jones et al. 2009), and the similar conclusion was also observed in our RDA analysis (Fig. S3A) and Spearman’s rank correlation (Fig. 5A). It has been suggested that Acidobacteria is associated with the rhizosphere and helpful to increase the root nodulation and improve N mineralization in soil (Bulgarelli et al. 2013).
P addition increases the soil available P contents, which may decrease the number of phosphate solubilizing bacteria (PSB) in the soil (Tan et al. 2012; Yan et al. 2021). Bacillus and Pseudomonas are considered as the primary and efficient P-solubilizing bacteria in the terrestrial ecosystems (Chen et al. 2019b; Hu et al. 2018; Tian et al. 2020). However, P addition increased the relative abundance of Bacillus in E+ A. inebrians rhizosphere (Fig. 2C). A possible reason for the above divergence might be that Bacillus also plays important roles in the mobilization of other minerals (e.g., Fe and Ca), which drives the competition of this PSB in a high P-availability conditions (Ollinger et al. 2006; Tahir et al. 2019; Widdig et al. 2019). Interestingly, the soil with P addition showed a higher relative abundance of Pseudomonas in E+ rhizosphere, while a higher relative abundance of Bacillus was detected in E− A. inebrians rhizosphere (Fig. 2D), indicating that E. gansuensis might act as a factor in the selection of the rhizosphere PSB under P input condition.
Soil pH is widely considered as a major factor in shaping the structure of soil microbial communities (Aciego Pietri and Brookes 2009). In this study, P addition significantly increased the soil pH (Fig. 3G), and consistent results have been reported in other P addition experiments (Rooney and Clipson 2009; Shi et al. 2020). Additionally, our results also suggested that pH exhibited marked relationship not only with rhizosphere bacteria but also with endophytic bacteria in A. inebrians. The endophytic bacteria are considered to mainly originate from the rhizosphere, and soil pH is expected to play important roles in influencing the structure of endophytic bacterial communities by altering the rhizosphere bacterial communities as the intracellular pH is relatively stable in plants (Papik et al. 2020). In addition to the soil pH, N and P fertilization also altered the soil bacterial communities by influencing the nutrient availability (e.g., SOC, AP) (Ling et al. 2017; Ramirez et al. 2010). As expected, P addition increased the total P and available P content, which was in line with the previous findings (Huang et al. 2016; Ling et al. 2017). Increase in P availability could stimulate plant growth, shift the C allocation between aboveground and belowground tissues, and increase the litter inputs into soil, which consequently influence the microbial communities (Li et al. 2016; Wu et al. 2022). SOC supports a variety of soil functions, such as enhancing nutrient availability and retainment, promoting soil biological diversities and activities (Hoffland et al. 2020). It has been studied that the infection of N. coenophialum leads to a positive ecological consequence with increasing the total SOC due to the greater dry matter production of host tall fescue or the altered soil microbial dynamics that are responsible for the lower potential C mineralization (Buyer et al. 2010). Our results showed that SOC was specifically increased in E+ A. inebrians plots after P input (Fig. 3F), indicating the vital roles of E. gansuensis in improving soil properties. Furthermore, consistent with the previous studies, the oligotrophic phylum Chloroflexi exhibited a negative correlation with SOC (Fig. 5A), suggesting a potential balance of soil carbon dynamics mediated by this bacterial taxon (Goldfarb et al. 2011; Ren et al. 2018).
As much as 80% of organic P can be transformed to biological availability of P by the soil phosphatases (Sinsabaugh and Follstad Shah 2012). It was suggested that P addition could inhibit soil phosphatase activities in diverse terrestrial ecosystems, including forests, grasslands, and wetlands, based on the economic principle (Marklein and Houlton 2012). However, in this study, phosphatase showed non-response to P addition (Fig. 3J), probably because the presence of soil colloids might stabilize the activity of extracellular enzymes (Tian et al. 2016). As an indicator of aerobic microorganisms, catalase can protect the organisms from toxicity of peroxide that produced during degradation processes (Shen et al. 2018). The Pearson correlation coefficient suggested that catalase activity was negatively correlated with TP, AP, and pH (Fig. 4), which was in line with the report described by Wang et al. (2017).
Urease, a crucial enzyme involved in N-cycling, showed no response to P addition in our investigation, which was in accordance with the finding from two N-limited forests after 6 years of P addition (Chen et al. 2017). The potential reason for this phenomenon might be the sampling time after P addition, as the difference in urease activity between P-input soil and the control group gradually decreased over time (Chen et al. 2016). Invertase could promote the microbial enzymatic activities by degrading organic compounds into smaller size carbohydrates that are easy to be assimilated by microorganisms (Gao et al. 2019). In our study, P addition showed limited effects on the soil invertase activity, and consistent results were observed in an alpine meadow after P addition (Gao et al. 2016). Additionally, P addition did not significantly influence the contents of TN, AN and NN, indicating that P addition had a limited impact on soil N availability (Gao et al. 2016). The presence of E. gansuensis significantly altered the contents of AN and NN in soils with P addition, which might ascribe to alterations in the abundance of soil nitrogen cycling genes (e.g., nifH, AOB-amoA, nirK and nosZ) mediated by Epichloë endophytes in rhizosphere soil (Chen et al. 2022).
The root exudates serve as substrates as well as signaling molecules for microorganisms, providing a key bridge between plants and rhizosphere microbes. Numerous reports have indicated that plants can shape the composition and structure of microbial communities in the rhizosphere by regulating the secretion of root exudates (Huang et al. 2014; Ma et al. 2021). It has been suggested that the Epichloë endophyte is involved in regulating the root exudates of its host grass (Guo et al. 2015; Lee et al. 2021; Patchett and Newman 2021). Furthermore, Malinowski and Belesky (1999) revealed that the greater phosphorus assimilation in E+ tall fescue could lead to higher contents of phenolic metabolites in the root exudates of E+ plants than those of E− tall fescue. Additionally, in the pond-ditch circulation system, root exudates (e.g., lactic acid, amino acids, and proteins) are involved in the alteration of the relative abundance and diversity of rhizosphere microorganisms (Ma et al. 2021). In the present results, we observed a clear separation between E+ and E− samples in terms of exudate profiles under P-input condition (Fig. 6A), which supports our initial hypothesis. Additionally, we found that the contents of amino acids (glycine and alanine) and organic acids (lactic and succinic acid) were increased due to the presence of E. gansuensis under P-input condition (Fig. 6C). The foliar E. gansuensis may regulate root exudation in response to P addition by inducing transcriptional and metabolic changes in A. inebrians roots (Liu et al. 2021). Although the E. gansuensis-mediated exudate profiles in response to P addition have been investigated by hydroponic experiments, it is fascinating to further explore the potential correlation between root exudates and rhizosphere microbes in undisturbed soils to better understand the response of root-rhizosphere-microorganism ecosystems to P addition.
Conclusions
The present study investigated the response of bacterial communities in rhizosphere and root endosphere of E+ and E− A. inebrians to the short-term P addition and provided the potential regulatory factors from soil properties for these processes. We found that P addition showed limited effect on the bacterial community diversity, however, the composition and structure of bacterial communities were influenced in both rhizosphere and root endosphere of E+ and E− A. inebrians. P addition increased the soil pH and the contents of soil TP and AP and decreased the activity of catalase. But the activities of phosphatase, urease and invertase showed limited response to either P addition or E. gansuensis infection. Meanwhile, the higher contents of NO3−-N and SOC in soil were found due to the infection of E. gansuensis under P-input condition. Mantel test suggested that changes in soil AP, TP and pH mediated by P input were significantly associated with the bacterial communities of rhizosphere as well as root endosphere of A. inebrians. P addition also could reprogram the root exudates in E+ A. inebrians to enhance plant adaptation. Additionally, E. gansuensis increased the exudation of succinic acid and lactic acid from host roots compared to the E− roots under P-input condition. However, further investigations are necessary to elucidate the potential molecular mechanism for the E. gansuensis-regulated root secretion in response to P addition and to determine the functional alteration of microbial communities based on different gene markers under different P supply.
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Funding
This research was supported by the Natural Science Foundation of China (32001399), the Joint Fund of the Natural Science Foundation of China and the Karst Science Research Center of Guizhou Province (Grant No. U1812401), Natural Science Foundation of Gansu Province (22JR5RA451), Changjiang Scholars and innovative Research Team in University (IRT_17R50), the Fundamental Research Funds for the Central Universities (lzujbky-2021-ey01, lzujbky-2021-kb12) in Lanzhou University, the Open Project of State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University (2021-KF-02), Technical Service Contract of Microbiology Mechanism in the Process of Themeda japonica Adapting to Different Grades of Rocky Desertification [21(0520)].
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Jianfeng Wang, Chao Wang, Jie Jin conceived the ideas and designed the experiment; Rong Tang, Rong Zheng, Rong Huang collected and analyzed the samples; Jianfeng Wang, Xueli Niu, Yang Yang, Chengzhou Zhao analyzed the data; Jianfeng Wang, Chao Wang prepared the Figures and wrote the manuscript; Yang Yang, Kamran Malik revised and edited the draft.
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Wang, C., Wang, J., Niu, X. et al. Phosphorus addition modifies the bacterial community structure in rhizosphere of Achnatherum inebrians by influencing the soil properties and modulates the Epichloë gansuensis-mediated root exudate profiles. Plant Soil 491, 543–560 (2023). https://doi.org/10.1007/s11104-023-06133-0
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DOI: https://doi.org/10.1007/s11104-023-06133-0