Abstract
Background
Microbial inoculants are an alternative method of increasing crop productivity that can reduce the use of chemical fertilizers, which is one of the more controversial agricultural practices that affect the environment. Beneficial bacteria, collectively known as plant growth-promoting bacteria (PGPB), enhance plant growth and protect plants from disease and abiotic stresses through a wide variety of mechanisms. Bacterial inoculation efficiency is associated with the beneficial features of the inoculated bacterium, as well as with the complex network of interactions occurring in the soil.
Scope
Beneficial bacteria have previously been examined for interactions with different plant hosts, soil types, and agricultural practices, but there is limited information concerning the potential effects of the release of microorganisms on soil functionality. Despite the plant growth promotion characteristics, the survival, abundance, and persistence of inoculant in soil or plant roots are characteristics that could potentially lead to its invasiveness. Inoculants can also interfere with soil health and microbial and faunal community composition.
Conclusion
This review presents an overview of plant-PGPB interactions and their impacts on microbial communities, hypothesizing about the potential of these interactions to promote positive disturbances in soil, mainly in poor environments. The inoculation of free-living bacteria seems to cause a short-term impact to agricultural soils, while rhizobia-based inoculants or bacterial inoculations performed under stress conditions are long-term processes. However, there is great variability amongst results concerning the effects of bacterial inoculation into different plant and soil conditions.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
Introduction
In agroecosystems the biodiversity performs a variety of ecological services beyond the production of food, including nutrient recycling, disease control (suppression of undesirable organisms), detoxification of noxious chemicals, control of local microclimate, and regulation of local hydrological processes (Altieri 1999). The diversity of species and functional groups is also strongly associated with soil health and ecosystem multi-functionality (Wagg et al. 2014), and the ability of soil to respond to disturbances is influenced by the resistance and resilience of the soil microbial community (Griffiths and Philippot 2013). The interactions among microorganisms mediate nutrient and energy transfer to higher trophic levels (microbial loop) (Saleem and Moe 2014), making essential nutrients present in the biomass of one generation available to the next, and maintain the nutritional conditions required by other inhabitants of the biosphere (Madsen 2005).
Plants mediate multiple interactions between below and aboveground heterotrophic communities that have no direct physical contact (van Dam and Heil 2011). Microbes associated with plant roots play a substantial importance on the soil biodiversity, because they can be pathogenic to plants, as well as they can also influence the plant vigor by the deposition of nutrients, antibiotics and plant hormones around the roots (de Vrieze 2015). The plant-associated microbial community is shaped in response to nutritional status and developmental stages of different plant genotypes, as well by the presence and type of pathogens, predators, and beneficial organisms (Kreuzer et al. 2006; Pineda et al. 2010; Chaparro et al. 2013; Nakagawa et al. 2014). The soil health and fertility support soil food webs in which the bacteria-based energy channel, microfauna (nematodes and protozoa), and earthworms play an important role in nutrient cycling, whereas infertile soils tend to support food webs dominated by fungi and arthropods (notably mites, springtails, and millipedes) (reviewed by Wardle et al. 2004).
The plants release between 40 and 60 % of photosynthetically fixed carbon (C) to roots and associated microorganisms via sloughed-off root cells, tissues, mucilage and a variety of exuded organic compounds (reviewed by Keiluweit et al. 2015). The plant-associated microbial community, also referred to as the second plant genome or microbiome, is crucial to plant health and development (Mendes et al. 2011; Berendsen et al. 2012; Panke-Buisse et al. 2014). Several bacteria and fungi actively cooperate (syn. associative symbiosis) with the plants (Moënne-Loccoz et al. 2015). Beneficial microorganisms can be found inside the roots or be present on the rhizoplane (surface of roots) or in the rhizosphere (soil adhered and influenced by the roots). Concerning bacteria, this ability is mainly found in plant growth-promoting bacteria (PGPB).
Both plants and PGPB participate in numerous molecular signaling events that establish specific symbiotic, endophytic or associative relationships (see Fig. 1). Such relationships vary according to plant genotypes and bacterial strains and with respect to the degree of proximity between the roots and surrounding soil (Fig. 1a), as well as with the abilities of bacteria to improve plant growth through mechanisms in favor to nutrient deposition, production of plant-hormones, stress alleviation, and defense against pathogens (Fig. 1b). PGPB inoculation is an important strategy for the sustainability of agriculture, as the successfully utilization of this practice enables to reduce or even eliminate the use of pesticides and/or fertilizers without yield-culture losses. Also, microbial inoculants may offer a cheaper alternative than fertilizer usage for smallholder farmers. In this way, many bacteria classified as PGPB have been extensively isolated from host plants to test their abilities related to the plant growth (biofertilizers or biostimulants) and defense against pathogens (biocontrol agents or biopesticides) aiming prospection of microbial inoculants (Caballero-Mellado et al. 2007; Ambrosini et al. 2012; Souza et al. 2013; Calvo et al. 2014). Microbial inoculants mainly include free-living bacteria, but also are made from fungi and arbuscular mycorrhizal fungi (AMF) (Calvo et al. 2014).
Plant biostimulants are diverse substances and microorganisms used to enhance plant growth, as well as microbial inoculants, humic acids, fulvic acids, protein hydrolysates and amino acids, and seaweed extracts (Calvo et al. 2014). A “microbial inoculant” (referred as inoculants in this review) can be defined as the final product of one formulation containing a carrier and a bacterial agent or a consortium of microorganisms. “Carrier” refers to the abiotic substrate (solid, liquid, or gel) that is used in the “formulation”. The “formulation” refers to the laboratory or industrial process of unifying the carrier with the bacterial strain in liquid, organic, inorganic, polymeric, or encapsulated formulations (Bashan et al. 2014). Technical aspects are also essential for the success of the inoculant, as the soil or seed application and its shelf life that must last more than one season (Bashan et al. 2014). The bacterial inoculation technologies are important for the higher efficacy of this practice. To fulfill its purpose bacteria need survive in the soil and this can be eased through of carrier type and formulation of a “well protected” inoculant (Bashan et al. 2014; Jayaraman et al. 2014).
The survival in soil and the colonization of rhizosphere, rhizoplane or plant roots by bacteria are processes involved in an intricate ecological context (Revellin et al. 2001; Ciccillo et al. 2002; Ramachandran et al. 2011; Chamam et al. 2013; Chowdhury et al. 2013). Plant-inoculant interactions are specific to plant and bacteria genotypes, varying with the geochemical characteristics of different types of soil and localities, and with the biological interactions among the soil biota, especially those surrounding roots. The plant roots orchestrate many of biological interactions in the soil because the rhizosphere is a rich environment for microbial and faunal communities (Badri and Vivanco 2009; Wagg et al. 2014). Bacteria need to be able to compete and colonize plant roots efficiently. In gram-negative bacteria these activities are rather associated to the production and perception of acylated homoserine lactones (AHLs), which are synthesized by LuxI homologs and participate of intraspecific communication among individuals (Weiland-Bräuer et al. 2015).
Successful roots colonizers respond and interact with different host plants. However, these relationships are also considerably dependent of the biotic and abiotic soil proprieties (Lange et al. 2014). Microorganisms associated with plants are mainly bacteria, fungi, and protozoa to a lesser extent (Moënne-Loccoz et al. 2015). Protozoa are the main microbial predators, which regulate bacterial populations in various ecosystems (Moënne-Loccoz et al. 2015). Protozoa and nematodes are a crucial link between microflora and larger fauna, regulating the populations of bacteria and fungi and playing a major role in the mineralization of nutrients (Fortuna 2012). In this review we will present and discuss the most common disturbances in agricultural soils and the potential of plant-inoculant interactions to impact rhizosphere microbial communities.
Disturbances on soil microbial communities
Many anthropogenic practices have resulted in intensive soil degradation and, in the case of agricultural soils, in the progressive loss of their fertility (Miransari 2011). The management techniques cause constant disturbances that directly or indirectly affect microbial communities in agricultural ecosystems (Bissett et al. 2011; Derpsch et al. 2014; Ollivier et al. 2011; Paula et al. 2014). Among the most widely used management techniques in the agriculture is the use of pesticides and fertilizers, affecting the function of microbial communities by reaching natural and managed ecosystems with high concentrations of environmental pollutants (Edwards 2002; Ollivier et al. 2011). The microbial products of metabolic oxidation or reduction of C and nitrogen (N) compounds in soils include greenhouse gases, as carbon dioxide (CO2), methane (CH4), and nitrous oxide (N2O) (Fortuna 2012).
Fungicides and fumigants are generally potent nitrification inhibitors, and tend to have a greater initial and longer lasting effect on nitrification than either herbicides or insecticides (Wainwright 1999). The N fertilization stimulates specific functional microbial groups, such as ammonia-oxidizing microorganisms and denitrifying bacteria (Enwall et al. 2005; Hallin et al. 2009). The use of nitrogenous industrials fertilizers is among the principal anthropogenic disturbance on the multiple biogeochemical cycles, contributing to nitrate (NO3 −) leaching, ammonia (NH3) volatilization, and N2O emissions (Robertson and Vitousek 2009; Shcherbak et al. 2014). Moreover, in the relationships among phosphorus (P) concentrations and mycorrhiza, an increase of soil P content generally decreases the populations of this fungus (Smith et al. 2011), although the response to the P content can also be variable according to plant species (Gosling et al. 2013).
Some authors emphasize as fundamental characteristics of a disturbance its discrete nature in time and space (Pickett and White 1985), its direct or indirect nature of single or multiple factors acting locally or regionally (Wan et al. 2014), and its temporary and localized effect (Dornelas 2010). However, the disturbances can also be classified according to their duration as either pulses (discrete and short-term events) or presses (continuous and long-term events) (Shade et al. 2012). Dornelas (2010) focuses on disturbances not as causes, but as ecological effects of an event with important aspects on biodiversity. Thus, the disturbance can have a positive connotation if it is seen as something that can also contribute to the release of funds in the ecosystem due to changes in survival or reproductive rates, and/or the increase in the number of individuals that the community can accommodate (Holt 2008; Dornelas 2010).
According to Wan et al. (2014), external or internal disturbances may result in both positive and negative effects (referred to as “two-sided effects”) on the structure and functions of any complex ecosystems, because disturbances enter the ecosystem as information, material or energy flow, which subsequently produces profitable or unprofitable effects. In this way, a number of factors must be taken into account when characterizing a disturbance, including the spatial and temporal scale of the disturbance, the number of occurrences per unit time, the magnitude of the disturbance, the proportion of the ecosystem affected, and the regularity of the disturbance (Shade et al. 2012). Independently of ecological effects or causes, a disturbance arise in response to external factors that trigger changes in the structural and functional components of different aspects of the system, including at the levels of the individual, population, community, ecosystem, and landscape (Pickett et al. 1989; Berga et al. 2012).
The functional resiliency of soil is related to the effect of disturbance on the physicochemical structure of the microbial community in terms of composition and physiology (Griffiths et al. 2008; Berga et al. 2012). Resistance (i.e., the ability to return to a state of equilibrium following disturbance or to resist a change) and resilience (i.e., the rate of return to a state of equilibrium following disturbance) are related to the stability of the microbial community, a functional property based on changes to community dynamics that arise in response to disturbance (Robinson et al. 2010; see Fig. 2). Land use alters the resistance and resilience of soil food webs to drought, for example, and the extensively managed grassland promotes more resistant and adaptable fungal-based soil food webs (de Vries et al. 2012).
Litchman (2010) defined invasive microbes as microorganisms (viruses, archaea, bacteria, protists, and fungi) that proliferate in a new range and impact local communities or ecosystems. An alien species is defined by Saccà (2015) as the one that colonize an area beyond its natural range, where it reproduces and establishes a population. It can also be called non-indigenous or non-native species. According to Vilà et al. (2009), the DAISIE project (Delivering Alien Invasive Species Inventories for Europe) (www.europe-aliens.org) follows the classification of species based on the invasion status proposed by Occhipinti-Ambrogi and Galil (2004) and Pyšek et al. (2004), which is: alien species are those introduced by humans that colonize outside their natural range and dispersal potential, whereas invasive species are those alien species that spread over a large area and attain high local abundances.
As well placed by Litchman (2010), the notion of invasive microbial species is complicated due to the difficulties associated with establishing the ‘non-nativeness’ of microbes and with applying the very concept of ‘species’ in many microbial taxa (Staley 2006). Here, we agree with Litchman (2010) concerning the definition of invasive microbes, since microbes are very susceptible at the surrounding environment and their responses are extremely variable according different strains of a same species. Microbe may belong to different functional groups that contribute to changes in the ecosystem where they were introduced. Regardless of species identification, the genomic and phenotypic plasticity is common among bacteria and many of them have genic products based on a content received of other individual(s) by genetic transference, which confuses the definition about bacterial species and their respective functional groups (Sullivan and Ronson 1998; Tuller et al. 2011).
The more diverse biological communities are often they are less prone to (micro) organisms’ invaders than simpler ones (Litchman 2010). Invasive microbes tend to have superior competitive abilities that facilitate their spread in lower diversity communities (van Elsas et al. 2012). An invasive microbe has general similarities with natives species, since both have needs to adaptation to the same environment, but also it shows an enhanced performance when uses more efficiently the resources or possesses traits that enable the access to resources unavailable to other species (Litchman 2010; van Elsas et al. 2012). Experiments using different genotypes of Pseudomonas fluorescens, which differ in their ability to use resources, have showed that functional dissimilarity have greater significance than taxonomic richness to the success of invader (Eisenhauer et al. 2013). The initial community evenness favors functionality under selective stress (Wittebolle et al. 2009), and multiple predators result in higher bacterial species evenness across bacterial richness (Saleem et al. 2012).
The biodiversity of the resident community reduces invader success at high niche dimensionality via complementary niche preemption; on the contrary, at low niche dimensionality, where complementary interactions are restricted, invader success is driven by identity effects, that is, by pairwise interactions between invaders and resident taxa (Eisenhauer et al. 2013). According to Clark (2013), many experimental studies agree that diversity can contribute to invasion resistance by two main mechanisms: identity effects and species complementarity: (i) identity effects are the chance of inclusion of species that are particularly proficient at resisting invaders, such as strong competitors or those with unique invader repelling traits; (ii) species complementarity refers to differences in resource use amongst species, such that the most diverse communities leave fewer resources available to potential invaders.
Plant-soil feedback (PSF) is a term used to describe an interactive loop involving plants and the biological, chemical, and physical properties of the soil (Ehrenfeld et al. 2005). Lou et al. (2014) propose that microorganisms are most likely to play a role in PSF loop when they possess an affinity for a particular plant and the capacity to strongly affect the growth of plants. However, the functional redundancy of bacteria can relieve the effects of changes to diversity, as the microorganisms that are unaffected by the presence of invasive microbes may perform similar functions in soil. For example, microbes that work to decompose various elements of the soil are likely not greatly impacted by the presence of introduced bacteria, as their functional specificity is limited and redundant (van der Putten et al. 2007).
Inoculants and their potential disturbances on soil communities
Inoculants are selected according to the beneficial characteristics that they can impact on plant growth and fitness, although the potential effects on the microbial community are not frequently assessed. To efficiently achieve the beneficial features of this practice, a high concentration of inoculant must be introduced into the environment (Lupwayi et al. 2000), that can induce changes to the local biological structure (Litchman 2010). As it is expected that plants and inoculants actively cooperate in the root zone, these interactions may establish relationships to allow a better adaptation to the environment and thereby alter in some way the surroundings (Fig. 2). In this sense, if bacterial diversity is predominantly modulated by the alterations of plant exudates in the rhizosphere (Baudoin et al. 2009; Berendsen et al. 2012), the ability to cooperatively and specifically interact with plant roots expectedly gives to the inoculant an enhanced performance in soils. However, this is not a simple trajectory.
The establishment of beneficial associations requires mutual recognition and substantial coordination of plant and microbial responses (Zamioudis and Pieterse 2012), and these reciprocal interactions correspond to a feedback loop (Lemanceau et al. 2015). In fact, bacteria are able to modulate their genetic expression according to compounds secreted by plant roots. Chaparro et al. (2013) observed a strongly correlation between microbial functional genes involved in the metabolism of carbohydrates, amino acids and secondary metabolites with the corresponding compounds released by Arabidopsis roots at particular stages of plant development. Likewise, plants seems selectively attract beneficial bacteria through the secretion of specific signaling molecules, such as malic-acid secreted by A. thaliana after foliar infection with P. syringae pv tomato (Rudrappa et al. 2008). This compound was a signal to recruit Bacillus subtilis FB17, which is responsive to it (Rudrappa et al. 2008). Elevated levels of malic-acid promoted binding and biofilm formation of FB17 on Arabidopsis roots only in the presence of pathogens, since plant roots do not secrete malic-acid during their regular growth (Rudrappa et al. 2008; Beauregard et al. 2013).
Biotic and abiotic elicitors stimulate defense mechanisms in plant cells and greatly increase the diversity and amount of exudates (Cai et al. 2012). A major part of plant response to bacterial interaction is the recognition of microbial-associated molecular patterns (MAMP) such as chitin, peptidoglycan, lipopolysaccharides or flagellum structures, and the initiation of efficient plant defense reactions (Hartmann et al. 2014). The perception of secondary metabolites (Garcia-Gutiérrez et al. 2013) and volatile compounds (Yi et al. 2010), for example, can also be related to bacteria-induced plant responses towards improved resistance to pathogens. Beneficial bacteria evolved to reduce stimulation of the host’s immune system, as rhizobia and the suppression of salicylic acid–dependent defense responses by utilizing the Nod signaling pathway, and phase variation by PGPR (Zamioudis and Pieterse 2012). Through phase variation the bacteria can modify surface molecules by site-specific recombination and epigenetic regulations mediated by DNA methylation, for example, and thus generate bacterial subpopulations within a clonal population in order to increase their overall fitness in the environment (van der Woude 2011).
The N-acyl-homoserine lactones (AHLs) play a role in the biocontrol activity of bacteria through the induction of systemic resistance (ISR) in plants (De Vleesschauwer and Höfte 2009). ISR is the result of multiple response cascades employed by the plant host and it is highly modulated by plant-hormones, such as salicylic acid, which can be increased in leaves when AHL-producing bacteria colonized the rhizosphere (Schuhegger et al. 2006). Schuhegger et al. (2006) observed that the absence of these molecules makes an AHL-negative mutant bacterium less effective in reducing both plant symptoms and pathogen growth as compared to the wild type. At changing the plant responses to the environment, ISR plays an important role in mediating belowground and aboveground interactions and does not only affect pathogens, as may inhibit the growth of beneficial organisms (van Dam and Heil 2011).
The “quorum sensing” (QS), or the more broadly defined concept of “efficiency sensing” (Hense et al. 2007), is mediated by AHLs among Gram-negative bacteria, while cyclic peptides as QS-signals were only found in Gram-positive bacteria (Hartmann et al. 2014). Plants perceive, react, and transport AHLs, or plants can even produce AHL-mimic substances or to develop other activities influencing QS of plant associated bacteria (Gao et al. 2003; Bauer and Mathesius 2004; Hartmann et al. 2014). Auto-inducers of the AHL type vary in structure and plant reactions. Schenk et al. (2012) observed a negative correlation between the length of AHLs’ lipid chains and the growth promotion in A. thaliana, and the authors speculate about a positive correlation between the reinforcement of defense mechanisms and the length of the lipid moieties. Several studies have evaluated the direct AHL impact on different plants, as reviewed by Hartmann et al. (2014).
Among bacterial traits involved in the ability of colonize the rhizosphere (i.e., rhizosphere competence), QS highly influences the performance and interactions within the microbial communities. Many toxins and antibiotics are also regulated by QS and stress responses, which enable bacteria to infer the presence of ecological competition (Hibbing et al. 2010; Cornforth and Foster 2013). The biological interactions around roots meet important part on the efficiency of an inoculant, such as microbial competition and predation by faunal communities, which are crucial relationships to bacterial life in the environments. Bacterial predation by protists depends on a number of interacting factors, such as bacterial phenotypic plasticity (Hahn et al. 1999; Queck et al. 2006), cell size (Šimek and Chrzanowski 1992), biofilm formation (Huws et al. 2005; Weitere et al. 2005), and microevolution (Friman et al. 2014).
Protozoan predators play a crucial role in structuring complex communities, since bacterial grazers improve plant growth via nitrogen mineralization by microbial loop (e.g., Bonkowski 2004). Schmitz et al. (2010) suggest that protists predators can impact bacterial abundance and activity by recycling of nutrients that are used by the prey (consumptive effects) or improving habitat conditions for better prey foraging (non-consumptive effects). Soil microbes are important regulators of plant productivity, especially in nutrient poor ecosystems where plant symbionts are responsible for the acquisition of limiting nutrients (van der Heijden et al. 2008; Fließbach et al. 2009). A same bacterium may be able to survive and colonize poor soil while stimulating microbial diversity (Bashan et al. 2010), or it may have little chance at survival and colonization but not majorly affect the microorganism communities already present in rich soils (Lerner et al. 2006; Felici et al. 2008). This phenomenon seems to occur because plants are able to select the root’s microbiota according to their needs, favoring the interaction with growth hormone producers under rich nutrient conditions, while they favor nutrient solubilizers under poor nutrient conditions (Costa et al. 2014).
Moreover, the effects of microbial inoculation can be direct or indirect, not only through the presence of an inoculant around the root but also through the promotion of plant growth. If an inoculant is able to improve the distribution of roots into soil there will be more root colonization sites for microbiota because higher soil volume was explored by plant roots (Baudoin et al. 2009; Trabelsi et al. 2011). To promote plant-growth, inoculants must either establish themselves in the soil or become associated with the host plant; however, the permanence of these inoculants in the soil has potential to cause disturbances on the native microbial populations (Fig. 2). As suggested by Bashan et al. (2010), the microbial stimulation causes effects on plant growth and these effects remain in soil, even that the relative dominance of the inoculated population decreased over time. If the effects of microbial inoculation are positive to other microbes and subsequent trophic levels beyond plants, the picture of this highly productive system may help us to better understand the agricultural soil dynamics.
PGPB inoculation and its impact on the taxonomic diversity and functionality of soil microorganisms
Strains of the genus Azospirillum, which are free-living, N2-fixing, Gram-negative Alpha-proteobacteria, are commonly found in the soil and are commercially used as inoculants to agricultural plants; examples include maize (Revellin et al. 2001; Reis et al. 2011), rice, and wheat (Naiman et al. 2009; Hungria et al. 2010). A. brasilense is known to promote plant growth and colonize the rhizosphere. While the survivability of A. brasilense is independent of soil aridity, it is directly and rapidly affected by soil disturbances caused by water percolation or plant removal (Bashan et al. 1995). For example, to achieve growth promotion of maize cultured in Brazilian Cerrado by A. brasilense a higher dose of bacterial inoculation in clay soils was needed, as opposed to sand soils, where there were no differences between the applications of diluted or concentrated doses of bacterial inoculant (Ferreira et al. 2013). Additionally, the production of PHA (polybetahydroxyalkanoates) has been associated with the increased survivability of A. brasilense following exposure to various stressors and is thus critically important to improving the shelf life, efficiency, and reliability of commercial inoculants (Kadouri et al. 2005; Fibach-Paldi et al. 2012).
Some researchers have concluded that rhizosphere-related microbial communities are highly buffered against the introduction of foreign bacteria (Björklöf et al. 2003). Minor changes to the diversity of the indigenous bacterial community that is present within rhizospheric soil were observed following bacterial inoculation with Azospirillum spp. into soil containing different plant cultures, such as maize (Herschkovitz et al. 2005a, b; Lerner et al. 2006; Baudoin et al. 2009), rice (de Salamone et al. 2010), tomato (Felici et al. 2008), and wheat (Naiman et al. 2009). Non-prominent effects on the structure of the rhizosphere’s microbial population have also been observed in the context of free-living bacteria belonging to genera Bacillus, Brevibacillus, and Pseudomonas (Björklöf et al. 2003; Felici et al. 2008; Fließbach et al. 2009; Piromyou et al. 2011, 2013; Chowdhury et al. 2013).
However, the bacterial inoculation of A. brasilense Sp6 to support quailbush (Atriplex lentiformis) growth in acidic metalliferous mine tailings resulted in changes to the DGGE profile of the rhizospheric community at 15, 30, and 60 days following bacterial inoculation, and the community structure changed even more significantly as plants established themselves and grew (Bashan et al. 2010). The inoculum increased plant biomass production and was able to colonize the root surface and persist there throughout the 60-day experiment (Bashan et al. 2010). Moreover, the stimulation of adventitious root growth, which allow an increased in nutrient uptake and alleviation of the effects of salt stress on different plant species, has been associated with different Azospirillum strains that are able to establish and maintain colonies under salt stress conditions (Barassi et al. 2007; Bacilio et al. 2004; Nabti et al. 2010; Fasciglione et al. 2012; Zarea et al. 2012).
When N2-fixation is a trait important to the establishment of positive interactions between plants and symbiotic bacteria, as is the case among leguminous and rhizobia, the interference of the inoculant on microbial diversity is of greater impact than that produced by free-living bacteria (Zhang et al. 2010; Trabelsi et al. 2011; Bakhoum et al. 2012). Due to the degree of symbiotic specialization and the variability of plant and microbial symbiotic responses (van der Putten et al. 2007), the diversity of host communities is likely a key determinant of the invasion success of symbiotic microbes (Litchman 2010). Bulk soil analyses performed during the flowering and grain harvesting of the common bean following bacterial inoculation with S. meliloti 4H41 and Rhizobium gallicum 8a3 demonstrated increased richness of the total bacterial community, particularly the Rhizobiaceae family. Additionally, populations of Alpha- and Gamma-proteobacteria, together with Firmicutes and Actinobacteria, were enhanced by bacterial inoculation (Trabelsi et al. 2011). On the other hand, rhizospheric soil analyses of faba beans (Vicia faba L.) inoculated with R. leguminosarum bv. viciae CCBAU01253 showed a decrease in bacterial diversity that was negatively correlated with microbial biomass (Zhang et al. 2010).
Interactions between species play a critical role in biological invasiveness; for example, mutualism between exotic plants and microbes can facilitate the spread of each as they co-invade novel locales (Porter et al. 2011). Some researchers have indicated that exotic rhizobial symbionts might have been co-introduced with host leguminous into new areas (Stępkowski et al. 2005; Porter et al. 2011; Crisóstomo et al. 2013; Ndlovu et al. 2013; Horn et al. 2014) and that some rhizobial plasmids can impair symbiotic N2-fixation, enhancing host invasion (Crook et al. 2012). A genetically modified strain of Sinorhizobium meliloti Rm42 was inoculated to promote the growth of alfalfa seeds and persisted in the soil for at least 6 years despite the absence of a host plant (Morrissey et al. 2002). Additionally, the horizontal transfer and microevolution of a genetic modified plasmid (pPR602 harboring the thyA gene) were observed between S. meliloti strains (Morrissey et al. 2002). Sullivan and Ronson (1998) also reported that the 500 kb chromosomal symbiotic element of Mesorhizobium loti strain ICMP3153 is transmissible in laboratory matings to at least three genomic species of nonsymbiotic mesorhizobia. The authors postulated that this region may represent a class of genetic element that contributes to microbial evolution by acquisition and, as it converts the recipient strain into a symbiotic one, it was denominated a symbiosis island.
Co-inoculation is an important example of the importance of ecological interactions to maintain sustainability, because organisms can cooperate among themselves and contribute to better plant performance and soil health. Co-inoculation with arbuscular mycorrhizal fungi and rhizobia enhances productivity of several agronomic plants as lentil (Xavier and Germida 2002), pea (Xavier and Germida 2003), and soybean (Wang et al. 2011). The mineralization of microbial biomass and dead organic matter by protists also enhances the nitrogen supply to the plants via arbuscular mycorrhizal fungi (Koller et al. 2013). Changes on community composition and spatial distribution of bacteria in the rhizosphere of rice were also attributed to the presence of a bacterial grazer (Acanthamoeba castellanii) and to the increase of bacterial activity (Kreuzer et al. 2006). The authors concluded that the interactions over three trophic levels (i.e., between plants, bacteria and protozoa) modified significantly root architecture and nutrient uptake by plants.
Furthermore, the analyses of key bacterial genes, such as those related to the N-cycle, can also facilitate understanding regarding how specific microbial functional groups are impacted, such as denitrifies, nitrifies, and N2-fixing groups. For example, following the bacterial inoculation of faba beans in soil possessing resident rhizobia, N2-fixation was only improved at the highest rate of inoculation (Denton et al. 2013). Sun et al. (2009) evaluated Alfalfa-Siberian wild rye intercropping, the predominant cropping system used to produce forage in China, and the effects that rhizobial inoculation produced on the intercropping with respect to T-RFLP patterns in the 16S rRNA and the ammonia monooxygenase subunit A (amoA) genes. Both treatments showed a tendency to increase the diversity of amoA; however, following the intercropping-rhizobial inoculation treatment, the relative abundance of Nitrosomonas increased while the relative abundance of Nitrosospira decreased. In an experiment that examined the bacterial inoculation effects in alfalfa using two different indigenous strains of S. meliloti (OS6 and S26), the effectiveness of inoculation with OS6 was found to be associated with the abundance of nifH genes (related to N2-fixation) in the late flowering phase. A higher number of nirS (related to nitrite reduction) copies were also observed in the late flowering phase following treatment with the OS6 strain (Babić et al. 2008).
It was stated by Zak et al. (1994) that “we understand little about the degree to which genetic diversity is translated into taxonomic diversity, and even less about the manner in which genetic and taxonomic diversity affects functional diversity or ecosystem properties”. Interestingly, even after 20 years of research, the nature by which taxonomic diversity affects functional-group diversity in soil systems is still not well understood, although it is accepted that higher-diversity ecosystems are frequently associated with soil fertility (Litchman 2010; Ding et al. 2013). On a global scale, the effects of continuous agricultural practices, such as fertilization and soil management, influence important biogeochemical cycles, such as C and N (Robertson and Vitousek 2009). Bacterial inoculation also has the potential to cause disturbances to the functional activity of soil microbial communities, and greater understanding into the effects produced by inoculation is still required. In this way, the constant improvement of next-generation DNA and RNA sequencing technologies represents a significant step forward to obtaining detailed analysis of the expression profiles of more complex communities (Warneckea and Hess 2009; Li et al. 2012). Specific genes that regulate biogeochemical cycles or important enzymatic events can also alter soil community features and represent another target that could be analyzed using quantitative Real-Time PCR (qRT-PCR) (Mao et al. 2011), and microarray (Bai et al. 2013) and metagenomics techniques (Fierer et al. 2012).
Conclusions
The effect of PGPB inoculation on the efficiency of plant growth and the impact on microbial communities is related to the inoculant establishment in the rhizosphere and its survival in soil. The long-term abundance of inoculants may improve its invasive ability. Azospirillum spp. seems to be a “good inoculant” but a “bad invader” of agricultural soils, as this species promotes plant growth without persisting in the environment and produces little to no effects on soil resistance and resilience. On the other hand, rhizobia have been shown to more greatly affect the microbial community and can be co-introduced with plant-mutualists into novel environments. However, the real impact of bacterial inoculation on agricultural systems remains unknown and varies considerably according to geographical location and the species of plants and microorganisms used. Moreover, it is possible that the agricultural regime of successive bacterial inoculation may result in changes related to the periodicity of the inoculation event.
This approach becomes difficult to quantify in light of the breadth of variables that can influence soil responsiveness to invasive species. Researchers have largely assessed the diversity of species by employing molecular fingerprinting techniques. However, the taxonomic diversity associated with variations in functional activity could provide relevant information concerning the relationship between the impact of inoculants on resident microbial communities and the turnover of nutrients and soil functioning. The availability of molecular methods that can evaluate changes in microbial communities in response to environmental changes has led to notable insights linking diversity and functional dynamics in several ecosystems (Bao et al. 2013; Erlacher et al. 2014; Schreiter et al. 2014).
According to Fierer et al. (2012), although our understanding of the phylogenetic and taxonomic biogeography of soil microbial communities continues to expand, there has been limited progress in understanding how the functional capabilities of soil microbial communities change across biomes. In this way, the use of mRNA analyses seems like a promising method to obtain specific or whole metabolic activity profiles. As there have been few studies employing expression analyses of the microbial community, the use of newer technologies and long-term experiments should provide more robust results concerning how the degree of soil functioning is affected by bacterial inoculation. Long-term experiments to evaluate the functional diversity of communities in successive crop planting may provide more information into the impact of bacterial inoculation on microbial species and soil functionality.
There is still insufficient knowledge allowing us to determine the effect of the introduction of bacterial species in the environment and the resulting impact of this practice on the soil microbiota. We hypothesize that the resulting interactions of PGPB inoculation can be positive not only to plant growth, but also to soil fertility via short- or long-term processes. This response can be reinforced through successive PGPB inoculations. We might think more about the inoculants as biotechnological tools to recuperate degraded agricultural soils, or only to keep them fertile, or yet to estimate a design of microbial communities for biotechnological applications (Pagaling et al. 2014). Once knowing more about the resulting ecological alterations of PGPB inoculation with microorganisms on the soil, new strategies could help us to maximize this practice, such as the increase of positive effects in local soils, especially in poor environments.
References
Altieri MA (1999) The ecological role of biodiversity in agroecosystems. Agric Ecosyst Environ 74(1):19–31. doi:10.1016/S0167-8809(99)00028-6
Ambrosini A, Beneduzi A, Stefanski T, Pinheiro FG, Vargas LK, Passaglia LMP (2012) Screening of plant growth promoting Rhizobacteria isolated from sunflower (Helianthus annuus L.). Plant Soil 356:245–264. doi:10.1007/s11104-011-1079-1
Babić KH, Schauss K, Hai B, Sikora S, Redžepović S, Radl V, Schloter M (2008) Influence of different Sinorhizobium meliloti inocula on abundance of genes involved in nitrogen transformations in the rhizosphere of alfalfa (Medicago sativa L.). Environ Microbiol 10(11):2922–2930. doi:10.1111/j.1462-2920.2008.01762.x
Bacilio M, Rodriguez H, Moreno M, Hernandez JP, Bashan Y (2004) Mitigation of salt stress in wheat seedlings by a gfp-tagged Azospirillum lipoferum. Biol Fertil Soils 40(3):188–193. doi:10.1007/s00374-004-0757-z
Badri DV, Vivanco JM (2009) Regulation and function of root exudates. Plant Cell Environ 32:666–681. doi:10.1111/j.1365-3040.2009.01926.x
Bai S, Li J, He Z et al (2013) GeoChip-based analysis of the functional gene diversity and metabolic potential of soil microbial communities of mangroves. Appl Microbiol Biotechnol 97(15):7035–7048. doi:10.1007/s00253-012-4496-z
Bakhoum N, Ndoye F, Kane A et al (2012) Impact of rhizobial inoculation on Acacia senegal (L.) Willd. growth in greenhouse and soil functioning in relation to seed provenance and soil origin. World J Microbiol Biotechnol 28(7):2567–2579. doi:10.1007/s11274-012-1066-6
Bao Z, Sasaki K, Okubo T et al (2013) Impact of Azospirillum sp. B510 inoculation on rice-associated bacterial communities in a paddy field. Microbes Environ 28(4):487–490. doi:10.1264/jsme2.ME13049
Barassi CA, Sueldo RJ, Creus CM, Carrozzi LE, Casanovas EM, Pereyra MA (2007) Azospirillum spp., a dynamic soil bacterium favourable to vegetable crop production. Dyn Soil Dyn Plant 1:68–82
Bashan Y, Puente ME, Rodriguez-Mendoza MN, Toledo G, Holguin G, Ferrera-Cerrato R, Pedrin S (1995) Survival of Azospirillum brasilense in the bulk soil and rhizosphere of 23 soil types. Appl Environ Microbiol 61(5):1938–1945
Bashan LE, Hernandez JP, Nelson KN, Bashan Y, Maier RM (2010) Growth of quailbush in acidic, metalliferous desert mine tailings: effect of Azospirillum brasilense Sp6 on biomass production and rhizosphere community structure. Microb Ecol 60(4):915–927. doi:10.1007/s00248-010-9713-7
Bashan Y, de-Bashan LE, Prabhu SR, Hernandez JP (2014) Advances in plant growth-promoting bacterial inoculant technology: formulations and practical perspectives (1998–2013). Plant Soil 378:1–33. doi:10.1007/s11104-013-1956-x
Baudoin E, Nazaret S, Mougel C, Ranjard L, Moënne-Loccoz Y (2009) Impact of inoculation with the phytostimulatory PGPB Azospirillum lipoferum CRT1 on the genetic structure of the rhizobacterial community of field-grown maize. Soil Biol Biochem 41(2):409–413. doi:10.1016/j.soilbio.2008.10.015
Bauer WD, Mathesius U (2004) Plant responses to bacterial quorum sensing signals. Curr Opin Plant Biol 7:429–433. doi:10.1016/j.pbi.2004.05.008
Beauregard PB, Chai Y, Vlamakis H, Losick R, Kolter R (2013) Bacillus subtilis biofilm induction by plant polysaccharides. Proc Natl Acad Sci U S A 110(17):E1621–E1630. doi:10.1073/pnas.1218984110
Berendsen RL, Pieterse CM, Bakker PA (2012) The rhizosphere microbiome and plant health. Trends Plant Sci 17(8):478–486. doi:10.1016/j.tplants.2012.04.001
Berga M, Székely AJ, Langenheder S (2012) Effects of disturbance intensity and frequency on bacterial community composition and function. PLoS ONE 7(5), e36959. doi:10.1371/journal.pone.0036959
Bissett A, Richardson AE, Baker G, Thrall PH (2011) Long-term land use effects on soil microbial community structure and function. Appl Soil Ecol 51:66–78. doi:10.1016/j.apsoil.2011.08.010
Björklöf K, Sen R, Jørgensen KS (2003) Maintenance and impacts of an inoculated mer/luc-tagged Pseudomonas fluorescens on microbial communities in birch rhizospheres developed on humus and peat. Microb Ecol 45:39–52. doi:10.1007/s00248-002-2018-8
Bonkowski M (2004) Protozoa and plant growth: the microbial loop in soil revisited. New Phytol 162(3):617–631. doi:10.1111/j.1469-8137.2004.01066.x
Caballero-Mellado J, Onofre-Lemus J, Estrada-de los Santos P, Martínez-Aguilar L (2007) The tomato rhizosphere, an environment rich in nitrogen-fixing Burkholderia species with capabilities of interest for agriculture and bioremediation. Appl Environ Microbiol 73(16):5308–5319. doi:10.1128/AEM.00324-07
Cai Z, Kastell A, Knorr D, Smetanska I (2012) Exudation: an expanding technique for continuous production and release of secondary metabolites from plant cell suspension and hairy root cultures. Plant Cell Rep 31(3):461–477. doi:10.1007/s00299-011-1165-0
Calvo P, Nelson L, Kloepper JW (2014) Agricultural uses of plant biostimulants. Plant Soil 383(1–2):3–41. doi:10.1007/s11104-014-2131-8
Chamam A, Sanguin H, Bellvert F, Meiffren G, Comte G, Wisniewski-Dyé F, Bertrand C, Prigent-Combaret C (2013) Plant secondary metabolite profiling evidences strain-dependent effect in the Azospirillum–Oryza sativa association. Phytochemistry 87:65–77. doi:10.1016/j.phytochem.2012.11.009
Chaparro JM, Badri DV, Bakker MG, Sugiyama A, Manter DK, Vivanco JM (2013) Root exudation of phytochemicals in Arabidopsis follows specific patterns that are developmentally programmed and correlate with soil microbial functions. PLoS ONE 8(2), e55731. doi:10.1371/journal.pone.0055731
Chowdhury SP, Dietel K, Rändler M, Schmid M, Junge H, Borriss R, Hartmann A, Grosch R (2013) Effects of Bacillus amyloliquefaciens FZB42 on lettuce growth and health under pathogen pressure and its impact on the rhizosphere bacterial community. PLoS ONE 8(7), e68818. doi:10.1371/journal.pone.0068818
Ciccillo F, Fiore A, Bevivino A, Dalmastri C, Tabacchioni S, Chiarini L (2002) Effects of two different application methods of Burkholderia ambifaria MCI 7 on plant growth and rhizospheric bacterial diversity. Environ Microbiol 4(4):238–245. doi:10.1046/j.1462-2920.2002.00291.x
Clark GF (2013) Biodiversity–invasibility mechanisms are mediated by niche dimensionality. Funct Ecol 27(1):5–6. doi:10.1111/1365-2435.12031
Cornforth DM, Foster KR (2013) Competition sensing: the social side of bacterial stress responses. Nat Rev Microbiol 11(4):285–293. doi:10.1038/nrmicro2977
Costa PB, Granada CE, Ambrosini A, Moreira F, Souza R, Passos JFM, Arruda L, Passaglia LMP (2014) A model to explain plant growth promotion traits: a multivariate analysis of 2,211 bacterial isolates. PLoS One 9, e116020. doi:10.1371/journal.pone.0116020
Crisóstomo JA, Rodríguez-Echeverría S, Freitas H (2013) Co-introduction of exotic rhizobia to the rhizosphere of the invasive legume Acacia saligna, an intercontinental study. Appl Soil Ecol 64:118–126. doi:10.1016/j.apsoil.2012.10.005
Crook MB, Lindsay DP, Biggs MB et al (2012) Rhizobial plasmids that cause impaired symbiotic nitrogen fixation and enhanced host invasion. Mol Plant Microbe Interact 25(8):1026–1033. doi:10.1094/MPMI-02-12-0052-R
de Salamone IEG, Di Salvo LP, Ortega JSE, Sorte PMFB, Urquiaga S, Teixeira KRS (2010) Field response of rice paddy crop to Azospirillum inoculation: physiology of rhizosphere bacterial communities and the genetic diversity of endophytic bacteria in different parts of the plants. Plant Soil 336(1–2):351–362. doi:10.1007/s11104-010-0487-y
De Vleesschauwer D, Höfte M (2009) Rhizobacteria-induced systemic resistance. Adv Bot Res 51:223–281. doi:10.1016/S0065-2296(09)51006-3
de Vries FT, Liiri ME, Bjørnlund L, Bowker MA, Christensen S, Setälä HM, Bardgett RD (2012) Land use alters the resistance and resilience of soil food webs to drought. Nat Clim Chang 2(4):276–280. doi:10.1038/nclimate1368
de Vrieze J (2015) The littlest farmhands. Science 349(6249):680–683. doi:10.1126/science.349.6249.680
Denton MD, Pearce DJ, Peoples MB (2013) Nitrogen contributions from faba bean (Vicia faba L.) reliant on soil rhizobia or inoculation. Plant Soil 365(1–2):363–374. doi:10.1007/s11104-012-1393-2
Derpsch R, Franzluebbers AJ, Duiker SW, Reicosky DC, Koeller K, Friedrich T, Sturny WG, Sá JCM, Weiss K (2014) Why do we need to standardize no-tillage research? Soil Tillage Res 137:16–22. doi:10.1016/j.still.2013.10.002
Ding GC, Piceno YM, Heuer H et al (2013) Changes of soil bacterial diversity as a consequence of agricultural land use in a semi-arid ecosystem. PLoS ONE 8(3), e59497. doi:10.1371/journal.pone.0059497
Dornelas M (2010) Disturbance and change in biodiversity. Philos Trans R Soc Lond B Biol Sci 365(1558):3719–3727. doi:10.1098/rstb.2010.0295
Edwards CA (2002) Assessing the effects of environmental pollutants on soil organisms, communities, processes and ecosystems. Eur J Soil Biol 38(3):225–231. doi:10.1016/S1164-5563(02)01150-0
Ehrenfeld JG, Ravit B, Elgersma K (2005) Feedback in the plant–soil system. Annu Rev Environ Resour 30:75–115. doi:10.1146/annurev.energy.30.050504.144212
Eisenhauer N, Schulz W, Scheu S, Jousset A (2013) Niche dimensionality links biodiversity and invasibility of microbial communities. Funct Ecol 27(1):282–288. doi:10.1111/j.1365-2435.2012.02060.x
Enwall K, Philippot L, Hallin S (2005) Activity and composition of the denitrifying bacterial community respond differently to long-term fertilization. Appl Environ Microbiol 71(12):8335–8343. doi:10.1128/AEM.71.12.8335-8343.2005
Erlacher A, Cardinale M, Grosch R, Grube M, Berg G (2014) The impact of the pathogen Rhizoctonia solani and its beneficial counterpart Bacillus amyloliquefaciens on the indigenous lettuce microbiome. Front Microbiol 5(175):1–8. doi:10.3389/fmicb.2014.00175
Fasciglione G, Casanovas EM, Yommi A, Sueldo RJ, Barassi CA (2012) Azospirillum improves lettuce growth and transplant under saline conditions. J Sci Food Agric 92(12):2518–2523. doi:10.1002/jsfa.5661
Felici C, Vettori L, Giraldi E, Giraldi E, Forino LMC, Toffanin A, Tagliasacchi AM, Nuti M (2008) Single and co-inoculation of Bacillus subtilis and Azospirillum brasilense on Lycopersicon esculentum: effects on plant growth and rhizosphere microbial community. Appl Soil Ecol 40(2):260–270. doi:10.1016/j.apsoil.2008.05.002
Ferreira AS, Pires RR, Rabelo PG, Oliveira RC, Luz JMQ, Brito CH (2013) Implications of Azospirillum brasilense inoculation and nutrient addition on maize in soils of the Brazilian Cerrado under greenhouse and field conditions. Appl Soil Ecol 72:103–108. doi:10.1016/j.apsoil.2013.05.020
Fibach-Paldi S, Burdman S, Okon Y (2012) Key physiological properties contributing to rhizosphere adaptation and plant growth promotion abilities of Azospirillum brasilense. FEMS Microbiol Lett 326(2):99–108. doi:10.1111/j.1574-6968.2011.02407.x
Fierer N, Leff JW, Adams BJ, Nielsen UN, Bates ST, Lauber CL, Owens S, Gilbert JA, Wall DH, Caporaso JG (2012) Cross-biome metagenomic analyses of soil microbial communities and their functional attributes. Proc Natl Acad Sci U S A 109(52):21390–21395. doi:10.1073/pnas.1215210110
Fließbach A, Winkler M, Lutz MP, Oberholzer HR, Mäder P (2009) Soil amendment with Pseudomonas fluorescens CHA0: lasting effects on soil biological properties in soils low in microbial biomass and activity. Microb Ecol 57(4):611–623. doi:10.1007/s00248-009-9489-9
Fortuna AM (2012) The soil biota. Nat Educ Knowl 3(10):1
Friman VP, Jousset A, Buckling A (2014) Rapid prey evolution can alter the structure of predator–prey communities. J Evol Biol 27(2):374–380. doi:10.1111/jeb.12303
Gao M, Teplitski M, Robinson JB, Bauer WD (2003) Production of substances by Medicago truncatula that affect bacterial quorum sensing. Mol Plant Microbe Interact 16:827–834. doi:10.1094/MPMI.2003.16.9.827
Garcia-Gutiérrez L, Zeriouh H, Romero D, Cubero J, de Vicente A, Pérez-Garcia A (2013) The antagonistic strain Bacillus subtilis UMAF6639 also confers protection to melon plants against cucurbit powdery mildew by activation of jasmonate- and salicylic acid-dependent defence response. Microb Biotechnol 6:264–274. doi:10.1111/1751-7915.12028
Gosling P, Mead A, Proctor M, Hammond JP, Bending GD (2013) Contrasting arbuscular mycorrhizal communities colonizing different host plants show a similar response to a soil phosphorus concentration gradient. New Phytol 198(2):546–556. doi:10.1111/nph.12169
Griffiths BS, Philippot L (2013) Insights into the resistance and resilience of the soil microbial community. FEMS Microbiol Rev 37(2):112–129. doi:10.1111/j.1574-6976.2012.00343.x
Griffiths BS, Hallett PD, Kuan HL, Gregory AS, Watts CW, Whitmore AP (2008) Functional resilience of soil microbial communities depends on both soil structure and microbial community composition. Biol Fertil Soil 44(5):745–754. doi:10.1007/s00374-007-0257-z
Hahn MW, Moore ERB, Höfle MG (1999) Bacterial filament formation, a defense mechanism against flagellate grazing, is growth rate controlled in bacteria of different phyla. Appl Environ Microbiol 65:25–35
Hallin S, Jones CM, Schloter M, Philippot L (2009) Relationship between N-cycling communities and ecosystem functioning in a 50-year-old fertilization experiment. ISME J 3(5):597–605. doi:10.1038/ismej.2008.128
Hartmann A, Rothballer M, Hense BA, Schröder P (2014) Bacterial quorum sensing compounds are important modulators of microbe-plant interactions. Front Plant Sci 5(131):1–4. doi:10.3389/fpls.2014.00131
Hense BA, Kuttler C, Müller J, Rothballer M, Hartmann A, Kreft J-U (2007) Does efficiency sensing unify diffusion and quorum sensing? Nat Rev Microbiol 5:230–239. doi:10.1038/nrmicro1600
Herschkovitz Y, Lerner A, Davidov Y, Rothballer M, Hartmann A, Okon Y, Jurkevitch E (2005a) Inoculation with the plant growth promoting rhizobacterium Azospirillum brasilense causes little disturbance in the rhizosphere and rhizoplane of maize (Zea mays). Microb Ecol 50:277–288. doi:10.1007/s00248-004-0148-x
Herschkovitz Y, Lerner A, Okon Y, Jurkevitch E (2005b) Azospirillum brasilense does not affect population structure of specific rhizobacterial communities of inoculated maize (Zea mays). Environ Microbiol 11:1847–1852. doi:10.1111/j.1462-2920.2005.00926.x
Hibbing ME, Fuqua C, Parsek MR, Peterson SB (2010) Bacterial competition: surviving and thriving in the microbial jungle. Nat Rev Microbiol 8(1):15–25. doi:10.1038/nrmicro2259
Holt RD (2008) Theoretical perspectives on resource pulses. Ecologist 89:671–681. doi:10.1890/07-0348.1
Horn K, Parker IM, Malek W, Rodríguez-Echeverría S, Parker MA (2014) Disparate origins of Bradyrhizobium symbionts for invasive populations of Cytisus scoparius (Leguminosae) in North America. FEMS Microbiol Ecol 89(1):89–98. doi:10.1111/1574-6941.12335
Hungria M, Campo RJ, Souza EM, Pedrosa FO (2010) Inoculation with selected strains of Azospirillum brasilense and A. lipoferum improves yields of maize and wheat in Brazil. Plant Soil 331(1–2):413–425. doi:10.1007/s11104-009-0262-0
Huws SA, McBain AJ, Gilbert P (2005) Protozoan grazing and its impact upon population dynamics in biofilm communities. J Appl Microbiol 98(1):238–244. doi:10.1111/j.1365-2672.2004.02449.x
Jayaraman D, Gilroy S, Ane JM (2014) Staying in touch: mechanical signals in plant–microbe interactions. Curr Opin Plant Biol 20:104–109. doi:10.1016/j.pbi.2014.05.003
Kadouri D, Castro-Sowinski S, Jurkevitch E, Okon Y (2005) Ecological and agricultural significance of bacterial polyhydroxyalkanoates. Crit Rev Microbiol 31:55–67. doi:10.1080/10408410590899228
Keiluweit M, Bougoure JJ, Nico PS, Pett-Ridge J, Weber PK, Kleber M (2015) Mineral protection of soil carbon counteracted by root exudates. Nat Clim Chang 5:588–595. doi:10.1038/nclimate2580
Koller R, Rodriguez A, Robin C, Scheu S, Bonkowski M (2013) Protozoa enhance foraging efficiency of arbuscular mycorrhizal fungi for mineral nitrogen from organic matter in soil to the benefit of host plants. New Phytol 199:203–211. doi:10.1111/nph.12249
Kreuzer K, Adamczyk J, Iijima M, Wagner M, Scheu S, Bonkowski M (2006) Grazing of a common species of soil protozoa (Acanthamoeba castellanii) affects rhizosphere bacterial community composition and root architecture of rice (Oryza sativa L.). Soil Biol Biochem 38(7):1665–1672. doi:10.1016/j.soilbio.2005.11.027
Lange M, Habekost M, Eisenhauer N et al (2014) Biotic and abiotic properties mediating plant diversity effects on soil microbial communities in an experimental grassland. PLoS ONE 9(5), e96182. doi:10.1371/journal.pone.0096182
Lemanceau P, Maron PA, Mazurier S, Mougel C, Pivato B, Plassart P, Ranjard L, Revellin C, Tardy V, Wipf D (2015) Understanding and managing soil biodiversity: a major challenge in agroecology. Agron Sustainable Dev 35(1):67–81. doi:10.1007/s13593-014-0247-0
Lerner A, Herschkovitz Y, Baudoin E, Nazaret S, Moënne-Loccoz Y, Okon Y, Jurkevitch E (2006) Effect of Azospirillum brasilense inoculation on rhizobacterial communities analyzed by denaturing gradient gel electrophoresis and automated ribosomal intergenic spacer analysis. Soil Biol Biochem 38(6):1212–1218. doi:10.1016/j.soilbio.2005.10.007
Li R, Khafipour E, Krause DO, Entz MH, de Kievit TR, Fernando WD (2012) Pyrosequencing reveals the influence of organic and conventional farming systems on bacterial communities. PLoS ONE 7(12), e51897. doi:10.1371/journal.pone.0051897
Litchman E (2010) Invisible invaders: non‐pathogenic invasive microbes in aquatic and terrestrial ecosystems. Ecol Lett 13(12):1560–1572. doi:10.1111/j.1461-0248.2010.01544.x
Lou Y, Clay SA, Davis AS, Dille A, Felix J, Ramirez AH, Sprague CL, Yannarell AC (2014) An affinity–effect relationship for microbial communities in plant–soil feedback loops. Microb Ecol 67(4):866–876. doi:10.1007/s00248-013-0349-2
Lupwayi NZ, Olsen PE, Sande ES, Keyser HH, Collins MM, Singleton PW, Rice WA (2000) Inoculant quality and its evaluation. Field Crop Res 65(2):259–270. doi:10.1016/S0378-4290(99)00091-X
Madsen EL (2005) Identifying microorganisms responsible for ecologically significant biogeochemical processes. Nat Rev Microbiol 3(5):439–446. doi:10.1038/nrmicro1151
Mao Y, Yannarell AC, Mackie RI (2011) Changes in N-transforming archaea and bacteria in soil during the establishment of bioenergy crops. PLoS ONE 6(9), e24750. doi:10.1371/journal.pone.0024750
Mendes R, Kruijt M, de Bruijn I et al (2011) Deciphering the rhizosphere microbiome for disease-suppressive bacteria. Science 332(6033):1097–1100. doi:10.1126/science.1203980
Miransari M (2011) Soil microbes and plant fertilization. Appl Microbiol Biotechnol 92(5):875–885. doi:10.1007/s00253-011-3521-y
Moënne-Loccoz Y, Mavingui P, Combes C, Normand P, Steinberg C (2015) Microorganisms and biotic interactions. In: Bertrand JC et al (eds) Environmental microbiology: fundamentals and applications. Springer, Netherlands, pp 395–444. doi:10.1007/978-94-017-9118-2_11
Morrissey JP, Walsh UF, O’Donnell A, Moënne-Loccoz Y, O’Gara F (2002) Exploitation of genetically modified inoculants for industrial ecology applications. Antonie Van Leeuwenhoek 81(1–4):599–606. doi:10.1023/A:102052202537
Nabti E, Sahnoune M, Ghoul M, Fischer D, Hofmann A, Rothballer M, Schmid M, Hartmann A (2010) Restoration of growth of durum wheat (Triticum durum var. waha) under saline conditions due to inoculation with the rhizosphere bacterium Azospirillum brasilense NH and extracts of the marine alga Ulva lactuca. J Plant Growth Regul 29(1):6–22. doi:10.1007/s00344-009-9107-6
Naiman AD, Latrónico A, de Salamone IEG (2009) Inoculation of wheat with Azospirillum brasilense and Pseudomonas fluorescens: impact on the production and culturable rhizosphere microflora. Eur J Soil Biol 45(1):44–51. doi:10.1016/j.ejsobi.2008.11.001
Nakagawa T, Okazaki S, Shibuya N (2014) Genes involved in pathogenesis and defense responses. In: Tabata S, Stougaard J (eds) The lotus japonicus genome, compendium of plant genomes. Springer, Berlin, pp 163–169. doi:10.1007/978-3-662-44270-8_15
Ndlovu J, Richardson DM, Wilson JR, Le Roux JJ (2013) Co‐invasion of South African ecosystems by an Australian legume and its rhizobial symbionts. J Biogeogr 40:1240–1251. doi:10.1111/jbi.12091
Occhipinti-Ambrogi A, Galil BS (2004) A uniform terminology on bioinvasions: a chimera or an operative tool? Mar Pollut Bull 49:688–694. doi:10.1016/j.marpolbul.2004.08.011
Ollivier J, Töwe S, Bannert A et al (2011) Nitrogen turnover in soil and global change. FEMS Microbiol Ecol 78(1):3–16. doi:10.1111/j.1574-6941.2011.01165.x
Pagaling E, Strathdee F, Spears BM, Cates ME, Allen RJ, Free A (2014) Community history affects the predictability of microbial ecosystem development. ISME J 8(1):19–30. doi:10.1038/ismej.2013.150
Panke-Buisse K, Poole AC, Goodrich JK, Ley RE, Kao-Kniffin J (2014) Selection on soil microbiomes reveals reproducible impacts on plant function. ISME J. doi:10.1038/ismej.2014.196
Paula FS, Rodrigues JL, Zhou J et al (2014) Land use change alters functional gene diversity, composition and abundance in Amazon forest soil microbial communities. Mol Ecol 23(12):2988–2999. doi:10.1111/mec.12786
Pickett STA, White PS (1985) The ecology of natural disturbance and patch dynamics. In: Pickett STA, White PS (eds). Academic, Orlando
Pickett STA, Kolasa J, Armesto JJ, Collins SL (1989) The ecological concept of disturbance and its expression at various hierarchical levels. Oikos 54:129–136
Pineda A, Zheng SJ, van Loon JJ, Pieterse CM, Dicke M (2010) Helping plants to deal with insects: the role of beneficial soil-borne microbes. Trends Plant Sci 15(9):507–514. doi:10.1016/j.tplants.2010.05.007
Piromyou P, Buranabanyat B, Tantasawat P, Tittabutr P, Boonkerd N, Teaumroong N (2011) Effect of plant growth promoting rhizobacteria (PGPB) inoculation on microbial community structure in rhizosphere of forage corn cultivated in Thailand. Eur J Soil Biol 47(1):44–54. doi:10.1016/j.ejsobi.2010.11.004
Piromyou P, Noisangiam R, Uchiyama H, Tittabutr P, Boonkerd N, Teaumroong N (2013) Indigenous microbial community structure in rhizosphere of chinese kale as affected by plant growth-promoting rhizobacteria inoculation. Pedosphere 23(5):577–592. doi:10.1016/S1002-0160(13)60051-X
Porter SS, Stanton ML, Rice KJ (2011) Mutualism and adaptive divergence: co-invasion of a heterogeneous grassland by an exotic legume-rhizobium symbiosis. PLoS ONE 6(12), e27935. doi:10.1371/journal.pone.0027935
Pyšek P, Richardson DM, Rejmánek M, Webster GL, Williamson M, Kirschner J (2004) Alien plants in checklists and floras: towards better communication between taxonomists and ecologists. Taxon 53(1):131–143. doi:10.2307/4135498
Queck SY, Weitere M, Moreno AM, Rice SA, Kjelleberg S (2006) The role of quorum sensing mediated developmental traits in the resistance of Serratia marcescens biofilms against protozoan grazing. Environ Microbiol 8(6):1017–1025. doi:10.1111/j.1462-2920.2006.00993.x
Ramachandran VK, East AK, Karunakaran R, Downie JA, Poole PS (2011) Adaptation of Rhizobium leguminosarum to pea, alfalfa and sugar beet rhizospheres investigated by comparative transcriptomics. Genome Biol 12(10):R106. doi:10.1186/gb-2011-12-10-r106
Reis VM, Teixeira KRS, Pedraza RO (2011) What is expected from the genus Azospirillum as a plant growth-promoting bacteria? In: Maheshwari DK (ed) Bacteria in agrobiology: plant growth responses. Springer, Berlin, pp 123–138. doi:10.1007/978-3-642-20332-9_6
Revellin C, Giraud JJ, Silva N, Wadoux P, Catroux G (2001) Effect of some granular insecticides currently used for the treatment of maize crops (Zea mays) on the survival of inoculated Azospirillum lipoferum. Pest Manag Sci 57(11):1075–1080. doi:10.1002/ps.398
Robertson GP, Vitousek PM (2009) Nitrogen in agriculture: balancing the cost of an essential resource. Annu Rev Environ Resour 34:97–125. doi:10.1146/annurev.environ.032108.105046
Robinson CJ, Bohannan BJ, Young VB (2010) From structure to function: the ecology of host-associated microbial communities. Microbiol Mol Biol Rev 74(3):453–476. doi:10.1128/MMBR.00014-10
Rudrappa T, Czymmek KJ, Paré PW, Bais HP (2008) Root-secreted malic acid recruits beneficial soil bacteria. Plant Physiol 148(3):1547–1556. doi:10.1104/pp. 108.127613
Saccà A (2015) Invasive aquatic microorganisms: patterns of introduction and impacts. In: Waterman R (ed) Biological invasions. Nova Science Publishers, Inc., pp 1–37. doi:10.13140/2.1.1639.1205
Saleem M, Moe LA (2014) Multitrophic microbial interactions for eco-and agro-biotechnological processes: theory and practice. Trends Biotechnol 32(10):529–537. doi:10.1016/j.tibtech.2014.08.002
Saleem M, Fetzer I, Dormann CF, Harms H, Chatzinotas A (2012) Predator richness increases the effect of prey diversity on prey yield. Nat Commun 3:1305. doi:10.1038/ncomms2287
Schenk ST, Stein E, Kogel KH, Schikora A (2012) Arabidopsis growth and defense are modulated by bacterial quorum sensing molecules. Plant Signal Behav 7(2):178–181. doi:10.4161/psb.18789
Schmitz OJ, Hawlena D, Trussell GC (2010) Predator control of ecosystem nutrient dynamics. Ecol Lett 13:1199–1209. doi:10.1111/j.1461-0248.2010.01511
Schreiter S, Sandmann M, Smalla K, Grosch R (2014) Soil type dependent rhizosphere competence and biocontrol of two bacterial inoculant strains and their effects on the rhizosphere microbial community of field-grown lettuce. PLoS One 9(8):e103726. doi:10.1371/journal.pone.0103726
Schuhegger R, Ihring A, Gantner S, Bahnweg G, Knappe C, Vogg G, Hutzler P, Schmid M, Breusegem FV, Eberl L, Hartmann A, Langebartels C (2006) Induction of systemic resistance in tomato by N‐acyl‐L‐homoserine lactone‐producing rhizosphere bacteria. Plant Cell Environ 29(5):909–918. doi:10.1111/j.1365-3040.2005.01471.x
Shade A, Peter H, Allison SD, Baho DL, Berga M, Bürgmann H, Huber DH, Langenheder S, Lennon JT, Martiny JBH, Matulich KL, Schmidt TM, Handelsman J (2012) Fundamentals of microbial community resistance and resilience. Front Microbiol 3(417):1–17. doi:10.3389/fmicb.2012.00417
Shcherbak I, Millar N, Robertson GP (2014) Global metaanalysis of the nonlinear response of soil nitrous oxide (N2O) emissions to fertilizer nitrogen. Proc Natl Acad Sci U S A 111(25):9199–9204. doi:10.1073/pnas.1322434111
Šimek K, Chrzanowski TH (1992) Direct and indirect evidence of size-selective grazing on pelagic bacteria by freshwater nanoflagellates. Appl Environ Microbiol 58(11):3715–3720
Smith SE, Jakobsen I, Grønlund M, Smith FA (2011) Roles of arbuscular mycorrhizas in plant phosphorus nutrition: interactions between pathways of phosphorus uptake in arbuscular mycorrhizal roots have important implications for understanding and manipulating plant phosphorus acquisition. Plant Physiol 156(3):1050–1057. doi:10.1104/pp.111.174581
Souza R, Beneduzi A, Ambrosini A, Costa PB, Meyer J, Vargas LK, Schoenfeld R, Passaglia LMP (2013) The effect of plant growth-promoting rhizobacteria on the growth of rice (Oryza sativa L.) cropped in southern Brazilian fields. Plant Soil 366:585–603. doi:10.1007/s11104-012-1430-1
Staley JT (2006) The bacterial species dilemma and the genomic phylogenetic species concept. Philos Trans R Soc Lond B Biol Sci 361:1899–1909. doi:10.1098/rstb.2006.1914
Stępkowski T, Moulin L, Krzyżańska A, McInnes A, Law IJ, Howieson J (2005) European origin of Bradyrhizobium populations infecting lupins and serradella in soils of Western Australia and South Africa. Appl Environ Microbiol 71(11):7041–7052. doi:10.1128/AEM.71.11.7041-7052.2005
Sullivan JT, Ronson CW (1998) Evolution of rhizobia by acquisition of a 500-kb symbiosis island that integrates into a phe-tRNA gene. Proc Natl Acad Sci U S A 95(9):5145–5149.l
Sun YM, Zhang NN, Wang ET, Yuan HL, Yang JS, Chen WX (2009) Influence of intercropping and intercropping plus rhizobial inoculation on microbial activity and community composition in rhizosphere of alfalfa (Medicago sativa L.) and Siberian wild rye (Elymus sibiricus L.). FEMS Microbiol Ecol 70(2):218–226. doi:10.1111/j.1574-6941.2009.00752.x
Trabelsi D, Mengoni A, Ben Ammar H, Mhamdi R (2011) Effect of on‐field inoculation of Phaseolus vulgaris with rhizobia on soil bacterial communities. FEMS Microbiol Ecol 77(1):211–222. doi:10.1111/j.1574-6941.2011.01102.x
Tuller T, Girshovich Y, Sella Y, Kreimer A, Freilich S, Kupiec M, Gophna U, Ruppin E (2011) Association between translation efficiency and horizontal gene transfer within microbial communities. Nucleic Acids Res 39(11):4743–4755. doi:10.1093/nar/gkr054
van Dam NM, Heil M (2011) Multitrophic interactions below and above ground: en route to the next level. J Ecol 99(1):77–88. doi:10.1111/j.1365-2745.2010.01761.x
van der Heijden MG, Bardgett RD, Van Straalen NM (2008) The unseen majority: soil microbes as drivers of plant diversity and productivity in terrestrial ecosystems. Ecol Lett 11(3):296–310. doi:10.1111/j.1461-0248.2007.01139.x
van der Putten WH, Klironomos JN, Wardle DA (2007) Microbial ecology of biological invasions. ISME J 1(1):28–37. doi:10.1038/ismej.2007.9
van der Woude MW (2011) Phase variation: how to create and coordinate population diversity. Curr Opin Microbiol 14(2):205–211. doi:10.1016/j.mib.2011.01.002
van Elsas JD, Chiurazzi M, Mallon CA, Elhottovā D, Krištůfek V, Salles JF (2012) Microbial diversity determines the invasion of soil by a bacterial pathogen. Proc Natl Acad Sci U S A 109(4):1159–1164. doi:10.1073/pnas.1109326109
Vilà M, Basnou C, Pyšek P, Josefsson M, Genovesi P, Gollasch S, Hulme PE (2009) How well do we understand the impacts of alien species on ecosystem services? A pan-European, cross-taxa assessment. Front Ecol Environ 8(3):135–144. doi:10.1890/080083
Wagg C, Bender SF, Widmer F, van der Heijden MG (2014) Soil biodiversity and soil community composition determine ecosystem multifunctionality. Proc Natl Acad Sci U S A 111(14):5266–5270. doi:10.1073/pnas.1320054111
Wainwright M (1999) Pollution-effects on microorganisms and microbial activity in the environment. In: Wainwright M (ed) An introduction to environmental biotechnology. Springer, US, pp 147–168. doi:10.1007/978-1-4615-5251-2_17
Wan NF, Jiang JX, Li B (2014) Modeling ecological two-sidedness for complex ecosystems. Ecol Model 287:36–43. doi:10.1016/j.ecolmodel.2014.04.011
Wang X, Pan Q, Chen F, Yan X, Liao H (2011) Effects of co-inoculation with arbuscular mycorrhizal fungi and rhizobia on soybean growth as related to root architecture and availability of N and P. Mycorrhiza 21(3):173–181. doi:10.1007/s00572-010-0319-1
Wardle DA, Bardgett RD, Klironomos JN, Setälä H, van Der Putten WH, Wall DH (2004) Ecological linkages between aboveground and belowground biota. Science 304(5677):1629–1633. doi:10.1126/science.1094875
Warnecke F, Hess M (2009) A perspective: metatranscriptomics as a tool for the discovery of novel biocatalysts. J Biotechnol 142(1):91–95. doi:10.1016/j.jbiotec.2009.03.022
Weiland-Bräuer N, Pinnow N, Schmitz RA (2015) Novel reporter for identification of interference with acyl homoserine lactone and autoinducer-2 quorum sensing. Appl Environ Microbiol 81(4):1477–1489. doi:10.1128/AEM.03290-14
Weitere M, Bergfeld T, Rice SA, Matz C, Kjelleberg S (2005) Grazing resistance of Pseudomonas aeruginosa biofilms depends on type of protective mechanism, developmental stage and protozoan feeding mode. Environ Microbiol 7(10):1593–1601. doi:10.1111/j.1462-2920.2005.00851.x
Wittebolle L, Marzorati M, Clement L, Balloi A, Daffonchio D, Heylen K, De Vos P, Verstraete W, Boon N (2009) Initial community evenness favours functionality under selective stress. Nature 458(2):623–626. doi:10.1038/nature07840
Xavier LJC, Germida JJ (2002) Response of lentil under controlled conditions to co-inoculation with arbuscular mycorrhizal fungi and rhizobia varying in efficacy. Soil Biol Biochem 34(2):181–188. doi:10.1016/S0038-0717(01)00165-1
Xavier LJC, Germida JJ (2003) Selective interactions between arbuscular mycorrhizal fungi and Rhizobium leguminosarum bv. viceae enhance pea yield and nutrition. Biol Fertil Soils 37(5):261–267. doi:10.1007/s00374-003-0605-6
Yi H-S, Ryu C-M, Heil M (2010) Sweet smells prepare plants for future stress—airborne induction of plant disease immunity. Plant Signal Behav 5:528–531. doi:10.4161/psb.10984
Zak JC, Willig MR, Moorhead DL, Wildman HG (1994) Functional diversity of microbial communities: a quantitative approach. Soil Biol Biochem 26(9):1101–1108. doi:10.1016/0038-0717(94)90131-7
Zamioudis C, Pieterse CMJ (2012) Modulation of host immunity by beneficial microbes. Mol Plant Microbe Interact 25:139–150. doi:10.1094/MPMI-06-11-0179
Zarea MJ, Hajinia S, Karimi N, Goltapeh EM, Rejali F, Varma A (2012) Effect of Piriformospora indica and Azospirillum strains from saline or non-saline soil on mitigation of the effects of NaCl. Soil Biol Biochem 45:139–146. doi:10.1016/j.soilbio.2011.11.006
Zhang NN, Sun YM, Li L, Wang ET, Chen WX, Yuan HL (2010) Effects of intercropping and Rhizobium inoculation on yield and rhizosphere bacterial community of faba bean (Vicia faba L.). Biol Fertil Soil 46(6):625–639. doi:10.1007/s00374-010-0469-5
Acknowledgments
We thank to “Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul” and “Conselho Nacional de Desenvolvimento Científico e Tecnológico - Instituto Nacional de Ciência e Tecnologia de Fixação Biológica do Nitrogênio”, Brazil.
Author information
Authors and Affiliations
Corresponding author
Additional information
Responsible Editor: Yoav Bashan.
Rights and permissions
About this article
Cite this article
Ambrosini, A., de Souza, R. & Passaglia, L.M.P. Ecological role of bacterial inoculants and their potential impact on soil microbial diversity. Plant Soil 400, 193–207 (2016). https://doi.org/10.1007/s11104-015-2727-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11104-015-2727-7