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Review

Bioactive Molecules in Soil Ecosystems: Masters of the Underground

by
Xuliang Zhuang
1,*,†,
Jie Gao
1,†,
Anzhou Ma
1,
Shenglei Fu
2 and
Guoqiang Zhuang
1
1
Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
2
Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China
*
Author to whom correspondence should be addressed.
†
These authors contributed equally to this work.
Int. J. Mol. Sci. 2013, 14(5), 8841-8868; https://doi.org/10.3390/ijms14058841
Submission received: 28 February 2013 / Revised: 10 April 2013 / Accepted: 12 April 2013 / Published: 24 April 2013
(This article belongs to the Special Issue Quorum Sensing Research in Microbial Systems)
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Abstract

:
Complex biological and ecological processes occur in the rhizosphere through ecosystem-level interactions between roots, microorganisms and soil fauna. Over the past decade, studies of the rhizosphere have revealed that when roots, microorganisms and soil fauna physically contact one another, bioactive molecular exchanges often mediate these interactions as intercellular signal, which prepare the partners for successful interactions. Despite the importance of bioactive molecules in sustainable agriculture, little is known of their numerous functions, and improving plant health and productivity by altering ecological processes remains difficult. In this review, we describe the major bioactive molecules present in below-ground ecosystems (i.e., flavonoids, exopolysaccharides, antibiotics and quorum-sensing signals), and we discuss how these molecules affect microbial communities, nutrient availability and plant defense responses.

1. Introduction

Amazingly complex interactions exist within the unseen below-ground environment, including root-root, root-insect, and root-microbe interactions, which can have both positive and negative outcome [1]. These sophisticated processes, which include species host-microbe interactions (e.g., mutualistic or pathogenic relationships), metabolism (e.g., root exudation and parasitic plants), energy transfer (e.g., electric potentials and resource partitioning), and information exchange (e.g., protective biofilms and quorum sensing), play pivotal roles in terrestrial ecosystems [1,2]. Recent research has focused on these complex responses in the below-ground ecosystem for the inspiration of possible solutions to influence plants with a better yield [3].
A wide range of bioactive molecules, often through complex mechanisms, are the main effectors of these associations and modulations. These molecules, in dealing with below-ground ecological system associations, are generated as secondary metabolites by organisms such as bacteria, fungi, lichens, invertebrates, plants, and (most likely) mammals. They are characterized by their capacity to actively modulate biological processes in the soil ecosystem, for example, by stimulating beneficial properties or by interfering with signaling pathways used to interact within or between species [4]. These bioactive molecules in the below-ground ecosystem are derived from multiple types of biosynthesis and provide cell-signaling networks to control the individual physiological process.
Plants depend on microbial bioactive compounds, some of which have functions within the below-ground ecosystem besides the coordination of microbial behaviors. And also, plant roots continuously release a multitude of organic compounds into the rhizosphere, with the intent of recruiting beneficial microorganisms and fending off pathogens, which provide growth advantages and disadvantages to plants, respectively [5]. Environmental factor, such as light intensity, is important to rhizosphere community composition [6]. However, root exudates have been implicated as determinants that can exert stimulatory and inhibitory influences on the community structure and composition of microbes within the rhizosphere, and they influence resource competition, nutrient availability, chemical interference, and parasitism between plants [1,6–8].
Much research is currently focused on the significance of information interactions in below-ground ecosystem. Plant or microbial cells produce signals that go through several phases, including (1) synthesis; (2) release and transmission; and (3) response and feedback acquirement [9]. During the information-transfer process, the expression levels of many different genes are modulated, which might differentially affect the behavior of the plant or the microbial community. Quorum sensing (QS) is an important communication system used during symbiosis, defense, and other interactions between plants and microorganisms, and it appears that this cross-talk system between microorganisms provides information in complex unseen networks.
Bacteria, by sensing the density of their own or other species within a community, can alter their behavior through the activation of gene expression by secreting autoinducing signaling molecules [10]. This process, termed quorum sensing, is a form of cell-cell communication used by bacteria that is mediated by N-acyl homoserine lactones (AHLs) as well as other molecules, including p-coumarate [11], quinolone [12], and 3OH palmitic acid methyl ester (3OH PAME) [13] in several gram-negative bacteria and oligopeptides in gram-positive bacteria [14]. Moreover, the autoinducer AI-2, which is a furanosyl borate diester produced by Vibrio harveyi, is one of several signals that allow bacteria to communicate between species. Diverse biological functions, such as biofilm formation [15], symbiosis [16], virulence [17,18], swarming behavior [19], bioluminescence, and antibiotic production [14], are subject to QS regulation.
Signaling molecules involved in QS are strongly associated with stimulating biological activities and triggering a range of signal transduction cascades during root-microbe interaction processes. This signal-mediated mechanism indirectly controls plant-microbe communication. However, bioactive molecules produced by microbes or as secondary metabolites of roots and other mediators, can also be perceived as broad-spectrum signals, which have both direct and indirect information processing within the rhizosphere (Figure 1). These bioactive molecules include primary factors with (presumably) immediately beneficial or adverse influences on plant and microbial growth and survival (summarized in Table 1). Furthermore, the induction-response mechanism is dominated by an enormous range of low-molecular-weight compounds spread throughout the rhizosphere, which indirectly control plant-microbe communication (Table 2).
The “Underground Revolution” has focused the attention of scientists on how below-ground ecosystems can influence and increase crop yield [3], and indeed, a large number of the molecules produced by living organisms can have major influences on rhizosphere microbial communities and nutrient availability for acquisition by plants [1,57–59]. Therefore, it is crucial that we focus more attention on bioactive molecules in below-ground ecosystems. This review will concentrate on these unseen ecosystems and will describe the interactions between microorganisms, plant roots, and the rhizosphere soil. Specific attention is paid to the biochemical compounds that are secreted into the soil.

2. Essential and Regulatory Roles of “Bio-Signals”

2.1. Trophic Interactions and C/N/P

Plants are the principal parts of the terrestrial ecosystem, although carbon sequestration, nutrient cycling and productivity are highly reliant on soil microorganisms. Roots have evolved a range of techniques for increasing the availability of essential energy and nutrients, including changes in the growth and development of the root system. However, in some respects, the contributions of rhizospheric microorganisms are even more important for modulating nutrient supply within soil. This type of interaction between plants and microbes sustains the ecological function of below-ground ecosystem.

2.1.1. Nitrogen Fixation

Biological nitrogen fixation is mainly driven by soil bacteria, called rhizobia, which forms symbiotic associations with roots. Nitrogen fixation by rhizobia is one of the best-studied examples of root-microbe interactions [60]. Nitrogen availability is important to nitrogen cycling and plant productivity within the ecosystem. The formation of nitrogen-fixing nodules in legumes involves complex molecular interactions and recognition [61].
Sinorhizobium sp. and Rhizobium sp. are two types of soil bacteria that are capable of nodulation with alfalfa plants, including Medicago [62,63] and Melilotus spp. Vicia [64] and Pisum [65]. These strains are capable of synthesizing the distinct exopolysaccharides (EPS) succinoglycan and second exopolysaccharide (EPS II), which are both involved in symbiosis [23,24]. The precise physiological function of EPS, as produced by nodule bacteria, has been investigated in an exopolysaccharide-deficient mutant. As a result of this mutation, these bacteria failed to invade legumes and establish symbiosis due to a defect in initiating the production of infection threads [66]. Previous work has shown that exopolysaccharides are secreted in a range of sizes, represented by two major fractions: high-molecular-weight and low-molecular-weight fractions [67,68]. Moreover, the low-molecular-weight fraction represents symbiotically active forms of EPS, and it has been suggested that they may act as signaling molecules during this process [69]. During nitrogen-fixing symbiosis, lectins respond to polysaccharides produced by nodule bacteria; lectins are carbohydrate-binding proteins that promote the aggregation of rhizobia on the surface of legume root hairs, and they bind polysaccharides of the rhizobia with specific sugar-binding sites [70]. According to some reports, lectins are likely necessary within the nodule primordium to sustain cortical mitotic activity and increase the concentrations of Nod factors, which are necessary for the nodulation process [71,72].
Nod factors are lipochitooligosaccharide-based signaling molecules secreted by rhizobia that initiate nodule development in legumes. Several rhizobia genes, for example, the nodulation (nod) genes, are essential for successful interaction with the host, similarly to the genes involved in exopolysaccharide synthesis. Once the plant recognizes the nodulation factors, transcriptional and developmental changes occur in the root, such as cortical cell divisions, which allow bacterial invasion and nodule formation [73,74]. Due to the specificity of nodulation in hosts and the low concentrations of Nod factors, receptors for the bacterial signals are necessary. Different types of plant receptor kinases are involved in the perception of Nod factors, such as the lysine motif (LysM)-type kinase gene NFR5 from Lotus japonicus, which encodes a transmembrane serine/threonine receptor-like kinase and is required for the earliest detectable plant responses to Nod factor [75], as well as the downstream component SymRK, which encodes a leucine-rich-repeat receptor kinase involved in nodulation symbiosis [76]. Studies have shown that individual bacterial strains can enable nodulation in a range of hosts and can synthesize a mixture of several different Nod factor molecules [72]. Furthermore, plants also choose specific rhizobium species through recognition of Nod factors [77,78]. It has been hypothesized that receptor kinases in legumes co-evolved with the structure of Nod factors to generate suitable rhizobia-root nodule symbiosis by selective perception [77].
Interestingly, the transcription of rhizobia nod genes is induced by root exudates. The first step toward establishing a successful symbiosis is to attract the correct plant symbiont [72]. Flavonoids released from legume roots affect root nodulation by inducing chemo-attraction of rhizobia toward the root, enhancing the growth rate of bacterial cells and inducing transcription of rhizobial nod genes [79]. This suggests that molecular communication within the rhizosphere is complex and interactive-flavonoids secreted by the legume root cause nodule bacteria to recognize the plant and produce Nod signaling molecules, which in turn trigger a number of processes within the root, including division of root cortical cells and nodule morphogenesis.
A recent review by Gonzalez and Marketon [16] reported that quorum sensing is involved in the signal exchange process and perhaps plays a major role in preparing and coordinating the behavior of nitrogen-fixing rhizobia during the establishment of the symbiosis. During the course of rhizobial nodulation, the bacteria undergo chemotaxis toward the plant roots, leading to an increase in cell density, and the subsequent phenomena, including nodulation, symbiosome development, exopolysaccharide production, and nitrogen fixation, all involve the QS process [16]. In S. meliloti, at least five different AHLs (which are produced by SinI) can induce expression of several genes involved in the biosynthesis of exopolysaccharide (EPS) and EPS-II, which play important roles during symbiosis [49]; the chemotaxis and motility of S. meliloti depend on the other quorum sensing regulator VisN/VisR [80]. R. leguminosarum has multiple QS systems (e.g., rai, rhi, cin, and tra) [16], which do not appear to play different roles during nodulation. Mutations in cinR and cinI abolish the production of N-(3-hydroxy-7-cis-tetradecenoyl)-l-homoserine lactone (3OH-C14:1-HSL) and also reduce the production of several other AHLs produced by raiI, traI-like, or rhiI. Thus, cinIR appears to be at the top of a regulatory cascade or network that influences several AHL-regulated QS loci, whereas mutations in cinI have little effect on growth or nodulation of the host plant [81].
In addition, nitrogen fixation by actinomycete-nodulated plants is a major source of biological fixation of atmospheric nitrogen [82]. The actinomycete genus Frankia contains nitrogen-fixing symbionts of many species of actinorhizal plants belonging to eight dicotyledonous families, which is in contrast to the rhizobium-legume symbiosis in which the host plants mainly belong to the leguminous plant family [25]. Recently, scientists have sequenced the genomes of several Frankia strains and uncovered no evidence of the dissemination of nodulating ability by symbiotic genes (i.e., nod genes) in Frankia [83], which suggests that novel interaction mechanisms may be used during actinorhizal symbioses [84].

2.1.2. Phosphate Uptake & Carbon Availability

Much of the effort devoted to studying the flavonoids exudated by roots has been focused on leguminous plants with rhizobia. However, flavonoids are also important for the establishment of mycorrhizal symbiosis, and they influence spore germination, hyphal growth and root colonization. Beneficial symbioses, such as the legume-Rhizobium interaction, are regulated by the production of root exudates, which stimulate the growth of fungi and influence nutrients and niches. These fungi are incapable of accomplishing their life cycle in the absence of a host root, which supplies carbon to the fungal partner [40]. Flavonoids such as glyceollin, coumestrol and daidzein have been reported to stimulate arbuscular mycorrhizal fungi (AMF) colonization in soybean [39], and it has been suggested that flavonoids act as signaling compounds during root colonization by AMF [39]. The levels of flavonoid and isoflavonoid secondary metabolites were measured in M. truncatula and Medicago sativa roots during colonization with the AMF Glomus versiforme. Distinct qualitative and quantitative changes in flavonoid patterns occurred during the establishment of AMF symbiosis, including transient increases in the levels of phytoalexin during the early stages of colonization [85]. It has been proposed that different concentrations and types of flavonoids in roots regulate the protective effects of AMF symbiosis against pathogens, which differ depending on the presence of beneficial or pathogenic fungi, as well as different fungal isolates or plant cultivars [22].
Strigolactones are a group of sesquiterpene lactones that induce hyphal branching in AMF, which is the critical developmental step for ensuring contact with the host root and the establishment of symbiosis [40]. It has been hypothesized that this branching factor is a plant signaling molecule that is necessary to trigger hyphal morphogenesis and root colonization during the pre-symbiotic phase [40]. Interestingly, Buee et al. [86] were not able to induce these effects after testing common root-exudate flavonoids and compounds synthesized via the flavonoid pathway as branching factor candidates. This finding indicates that, to some extent, complex communication must exist between plants, microorganisms, and the various bioactive compounds generated during different stages.
Although several investigations have reported that root exudates are needed for mycorrhizal fungi (MF) formation and growth [87–89], MF development is accompanied by an exchange of signaling molecules between both symbionts [27]. A diffusible fungal signaling factor that triggers gene activation in roots and is required for mycorrhization has recently been identified. This so-called “Myc factor” may be produced by AMF and recognized by host roots, and it is necessary for the establishment of successful mycorrhizal associations [27,28]. A membrane-separated co-culturing experiment provided evidence that a crucial step of fungal-host recognition requires synthesis of diffusible Myc factor [28]. This factor, produced by mycorrhizal fungi, induces elevated calcium levels and the calcium oscillations that prime epidermal root cells for fungal colonization prior to direct fungi-root contact [90]. Similarly to the symbiotic signaling pathway in legume-Rhizobium, it is interesting that mycorrhizal symbiosis is also controlled by the same (or similar) Myc factor receptors. Op den Camp, et al. [91] showed that in Parasponia, a single Nod factor-like receptor is indispensable for both bacterial and fungal symbiotic interactions but that legume Nod factor receptors are not essential for arbuscular endomycorrhizae.
MF can form mutualistic symbioses with the roots of approximately 80% of vascular plants, which often increase phosphate uptake and growth [52]. These associations involve the fungal mycelium uptake pathways and are beneficial to the plants, particularly during growth under nutrient-limiting conditions. A number of phosphate transporters, such as StPT3 from potato and LjPT3 from Lotus japonicus, show increased expression during AMF symbiosis; in contrast, OsPT11 from rice, MtPT4 from M. truncatula, and LePT4 from tomato, are expressed exclusively during AMF symbiosis [92]. Recently, it has been reported that the bioactive compound lyso-phosphatidylcholine (LPC), which is a signal found in mycorrhizal root extracts, is capable of inducing expression of the phosphate transporter genes StPT3 and StPT4 from potato, as well as LePT4 from tomato [52]. The LPC signal might be generated preferentially by arbuscule-containing cells during AMF symbiosis [52]; however, the precise origin of this mycorrhizal signal (i.e., from fungi or plants) remains unclear.
Nutrient transferring relationships between plants and AMF are a central feature of the fungal symbioses. AMF assists the host plant to acquire water and nutrients, such as phosphate and nitrogen. In return, up to 20% of the plant-fixed carbon is transferred to the fungus [27]. Hexoses formed from carbon taken up by the root were found to be the major form of carbohydrates by AMF [45]; however, triacylglycerol is the main form of stored carbon utilized by the mycobiont during all stages of its life cycle [93].

2.2. Survival Capacity-Virulence/Defenses

2.2.1. Virulence Factors

Microorganisms within the rhizosphere are both advantageous and disadvantageous to plant growth and health. Pathogenic microorganisms, including pathogenic fungi, oomycetes, bacteria, viruses and nematodes cause many types of root diseases, such as “take-all”, rhizomania, soft rot, sudden oak death, and bacterial wilt disease, among others. These diseases are caused by secreted virulence factors that include extracellular polysaccharides, plant cell wall-degrading enzymes (CWDEs), and effector proteins (Table 1) [30,31,94,95]. Phytopathogenic fungi invade plant roots by producing enzymes to degrade cell walls, modulate turgor pressure, and colonize the root cortex [94]. The levels of certain compounds, which are taken to be pathogenicity factors, are increased in plants when pathogens begin infecting their roots. An experiment by Pasold et al. [47] showed that Plasmodiophora brassicae infection leads to strong accumulation of flavonoids in Arabidopsis root galls.
The fungal toxin fusaric acid (FA), which is isolated from Fusarium heterosporum Nees, is a potent growth inhibitor in rice seedlings, and it also proved to be toxic to plants, fungi, and bacteria; for example, it inhibited synthesis of the antimicrobial metabolite 2,4-diacetyl-phloroglucinol in P. fluorescens CHA0 [33]. During the infection process, strains of Fusarium spp. are present at the root surface, where they express several CWDEs, including endopolygalacturonase, pectatelyase, xylanase, and subtilisin-like protease; which of these specific molecules triggers pathogenicity in roots remains controversial [96]. Recent evidence suggests that two conserved signal transduction cascades—the cyclic adenosine monophosphate-protein kinase A (cAMP-PKA) and mitogen-activated protein kinase (MAPK) cascades—regulate development and virulence in Fusarium strains. These cascades also control plant infection in other pathogenic fungi [53].
Over the past decade, strategies to improve plant disease resistance using transgenic approaches have increased the ability of some plants to survive in soil infested with fungal pathogens. For instance, over-expression of one of the B-3 ethylene response factors (ERFs) in Medicago roots increased resistance to Rhizoctonia solani as well as Phytophthora medicaginis, an oomycete root pathogen [55].

2.2.2. Biocontrol

Biological-control activities, operated in plants by fungi and bacteria, include competition for nutrients, the production of protective biofilms, niche exclusion, induced systemic resistance (ISR), and the production of antibiotics [1]. The increasing use of pesticides and fertilizers has several negative effects, including soil degradation and decreased resistance to environmental stresses. Therefore, the use of biocontrol agents is an attractive alternative that could reduce the amount of chemicals used in agriculture.
In many of the biocontrol systems that have been studied, one or more antibiotics have been shown to play a role in disease suppression. A wide variety of antibiotics produced by Pseudomonas spp., such as phenazine, pyoluteorin, 2,4-diacetyl-phloroglucinol, pyrrolnitrin, 2,3-de-epoxy-2,3-didehydro-rhizoxin, and hydrogen cyanide, can directly interfere with the growth of various pathogens and contribute to disease suppression [35]. Bacillus subtilis, a gram-positive biocontrol bacteria, can protect against fungal pathogen attacks by producing a variety of antibacterial agents, including a broad spectrum of lipopeptides, such as surfactin and iturin A [36]. Biofilms formed by microbes associated with roots can influence the bacteria-plant relationships and control plant disease. Bais et al. [97] reported that B. subtilis played a protective role for Arabidopsis roots against infection by Pseudomonas syringae, which was facilitated by biofilm formation. Trichoderma spp., Gliocladium spp., and actinomycetes are ecologically relevant with respect to the protection of plants against pathogens; these effects are mediated through diverse biological control mechanisms, including the production of structurally complex antibiotics such as gliovirin and gliotoxin, as well as a diverse array of bioactive compounds that inhibit the development of pathogens in the soil [98]. Recent research showed that some novel antifungal antibiotics produced by Streptomyces can protect plants from pathogens infection [99]. Ziedan, et al. [100] compared seven Streptomyces strains isolated from grapevine rhizospheric soil as biocontrol agents to show the antagonistic activities against Fusarium oxysporum. Streptomyces alni exhibited the highest antifungal activity including parasitism over F. oxysporum hyphae and inhibition of hyphae growth by producing antibiotics or lysis of cell.
Ectomycorrhizal symbiosis is able to alleviate toxic effects of allelopathy of plants [101]. Zeng and Mallik [101] found that Paxillus involutus, ectomycorrhizal fungi of black spruce, could detoxify phenolic compounds produced by Kalmia angustifolia. These phenolic acids and the degraded compounds were found to stimulate the growth of ectomycorrhizal fungi.
MF symbiosis can interfere with the damage caused by soil-borne plant pathogens [102]. However, this type of biocontrol of plant pathogens is usually indirect and involves nutritional improvements, alterations to root physiology [103], changes in the mycorrhizosphere microbial populations that are antagonistic to pathogens [102,104], and the activation of plant defense responses [105].
MF is commonly associated with roots in soil; however, the synergistic associations among microorganisms have also been studied with respect to their combined beneficial effects on plants [106]. Medina et al. [107] provided evidence showing that AMF colonization combined with the presence of Bacillus strains specifically changed ecological soil conditions that affected plant growth and rhizosphere microbial activity. In most cases, mycorrhizal infection increases the total number of aerobic bacteria in the rhizosphere [108], but different AMF types have different effects on bacterial and fungal populations as well as plant physiology, which can be attributed to specific changes in competition for growth substrates [107].
More obvious biocontrol effects can be observed from complex microbial interactions (involving bacteria and fungi) in the rhizosphere compared with the biocontrol effects from single agents [109–112]. A study by Roberts et al. [113] showed that a combination of bacterial and fungal isolates protected cucumber against damping-off, which is caused by the fungal pathogens Rhizoctonia solani and Pythium ultimum, and was also capable of suppressing the hatching of eggs from the nematode Meloidogyne incognita in vitro.
In most plant species, defense responses mediated by root exudates—a range of secondary metabolites and antimicrobial peptides including indole, saponins, terpenoid, benzoxazinone, flavonoid, salicylic acids, jasmonic acids, chitosans, rosemarinic acid, naphthoquinones, phytoalexins, and defensive proteins can inhibit the growth of fungal and bacterial phytopathogens [58]. Phytoalexins and 3-deoxyanthocyanidin flavonoids produced by sorghum can inhibit the growth of phytopathogenic fungi in vitro, establishing a novel role for flavonoids in root exudates [114]. Phenolic compounds (e.g., phenylpropanoids, indolics and flavonoids) are generated by barley (Hordeum vulgare) when its roots are attacked by Fusarium graminearum [115]. During root infection by Fusarium, t-cinnamic acid synthesis was induced at the same time, demonstrating an active and dynamic plant defense mechanism; this was the first time that de novo biosynthesis of root exudates had been reported in response to an attack by soil-borne pathogens. Recent studies have focused on the influence of glucosinolates and hydrolysis products on rhizosphere microbial populations [48,116]. Plant roots trigger the glucosinolate-myrosinase defense system when plant tissues are damaged, and the hydrolysis products, such as isothiocyanates, nitriles and ionic thiocyanates, could function as biocontrol agents against fungal and bacterial pathogens [48]. However, root secondary metabolites do not have consistent effects on pathogens within the rhizosphere; for example, saponinginsenosides produced by American ginseng have been identified as possessing general antifungal properties but also stimulate the growth of Cylindrocarpon destructans, a major soil-borne ginseng pathogen [117].

2.3. QS—A Messenger in Rhizosphere

Plant-growth promoting and biocontrol bacteria, such as certain Pseudomonas biocontrol strains, are affected by QS systems as well. Biosynthesis of antibiotics and other antifungal compounds, such as phenazines, pyrrolnitrin, 2,4-diacetylphloroglucinol, hydrogen cyanide and pyoluteorin, are related to the phzIR QS system in Pseudomonas aureofaciens [118] and the pcoIR system in Pseudomonas fluorescens [119], among others. Researchers have shown that the QS system pcoIR in P. fluorescens 2P24 controls the biocontrol activity of this agent by indirectly regulating the production of several metabolites, including 2,4-diacetylphloroglucinol, hydrogen cyanide, siderophores and proteinases that are important for its biocontrol capacity; this is in contrast to the phzIR QS system in P. aereofaciens 30–84, which is used to positively regulate the phzFABCD operon responsible for synthesizing phenazine [120].
Quorum sensing was also found to modulate expression of virulence genes in P. aeruginosa, a plant pathogen that infects the roots of Arabidopsis and sweet basil. Walker et al. [121] traced plant infection and subsequent mortality due to P. aeruginosa strains PAO1 and PA14 to the formation of biofilm colonies at the root surface, which were dependent on the QS system. Two AHL-mediated quorum sensing circuits have been identified in P. aeruginosa. The lasIR system has been shown to regulate expression of several virulence factors, including extracellular enzymes and toxins, and the rhlIR system is involved in modulating the expression of several of the virulence factors also controlled by the las system [50]. In contrast, the lasIR and rhlIR QS systems in the plant growth-promoting bacteria P. aeruginosa strain PUPa3 are involved in establishing beneficial associations with plants. These systems are important for rhizosphere colonization and act in concert to effect virulence toward Caenorhabditis elegans and the wax moth [122].
A study by Müller, et al. [123] demonstrated that AHL-mediated QS is also crucial for biocontrol activity of Serratia plymuthica HRO-C48, a ubiquitous inhabitant of the rhizosphere of different plant species that plays an antagonistic role to many soil-borne pathogens. The influence of AHL-mediated communication in this bacterial strain includes production of extracellular proteolytic and chitinolytic enzymes, synthesis of volatile organic compounds (VOCs) and pyrrolnitrin (which is involved in antifungal activity), and upregulation of the plant growth hormone indole-3-acetic acid.
Functional bacterial genes are expressed only when bacterial populations have reached a critical number, with either pathogenic or beneficial consequences to the host. Therefore, bacteria use quorum sensing to ensure the optimal time to activate plant responses, in order to avoid premature defense [124]. The transgenic tobacco plant was used to expression gene expI of Erwinia carotovora, the soft-rot phytopathogen, which is responsible for N-oxoacyl-homoserine lactone (OHL) biosynthesis. The synthesis of OHL in tobacco exhibited enhanced resistance to infection by wild-type E. carotovora and exogenous addition of OHL to wild-type tobacco also had a similar result [124]. The results from experiments by Toth et al. [125] showed that transgenic potato plants containing the gene encoding AHL synthase from Yersinia enterocolitica increased disease development by infection with E. carotovora. These results suggest that the regulation of plant cell wall-degrading enzymes by AHLs is likely a response to increased nutrient availability at later stages of infection.
Recently, this specific behavior of bacteria has also been described for fungi in the control of important processes such as biofilm formation and pathogenesis [126]. The signaling molecules, farnesol, tyrosol, dimethoxycinnamate and trisporic acid, produced by Candida albicans, Uromyces phaseoli and zygomycetes, are involved in microbe-host interactions [126]. However, there is also evidence that signals from bacteria and fungi interrelate and interact with one another. The QS signaling molecule 3-oxo-C12-HSL from P. aeruginosa inhibits the transition from yeast-form to filamentous growth in C. albicans, which is linked to virulence [51]. In turn, farnesol is able to strongly suppress AHL synthesis in P. aeruginosa [127]. However, the molecular pathways and the precise mechanisms of action in fungal QS systems remain unknown [126]. A study by Uroz and Heinonsalo [128] showed the potential for mycorrhizal or non-mycorrhizal root-associated fungi to degrade AHL or to prevent AHL recognition by producing quorum sensing inhibitors (QSI). This phenomenon could be a strategy developed by fungi to interfere with the deleterious bacterial functions and to control bacterial community behavior in or near plant roots.
Signaling molecules are crucial substances that coordinate the expression of certain genes and influence the activity of microbial strains within the rhizosphere. However, it is interesting that these microbial signals and sophisticated information feedback systems can be detected by and responded to by plant roots. The results from Mathesius et al. [129] indicate that the eukaryotic host M. truncatula is able to detect nanomolar to micromolar concentrations of bacterial AHLs from both symbiotic and pathogenic bacteria; the corresponding functional responses to AHLs were significantly affected, including changes in auxin balance and flavonoid synthesis proteins, as well as the secretion of plant compounds. Surprisingly, Schuhegger et al. [130] showed that AHLs within the rhizosphere produced by Serratia liquefaciens and Pseudomonas putida which colonized tomato roots, increased systemic resistance to the fungal leaf pathogen Alternaria alternata in tomato shoots. Studies in which roots were inoculated with different types of AHLs show that short chain AHLs (e.g., C4-HSL and C6-HSL) increase Arabidopsis root length by altering plant hormone concentrations in root and shoot tissues, while the accumulation of long chain AHLs in root tissues appears to reduce root growth [131]. Therefore, the response of plants to AHLs depends on various external factors, such as AHL type and concentration. Plants or parts of the plant will react differently to treatment with AHLs, although the mechanisms of transport and the identity of the receptor for these signaling molecules in plants are almost completely unknown.
It is possible that higher plants may also synthesize and secrete compounds that mimic the activity of bacterial AHL signaling compounds. The AHL signal-mimic activities detected in pea (Pisum sativum) exudates might play important roles in stimulating AHL-regulated behaviors in certain bacterial strains while inhibiting these behaviors in others [132]. This suggests that there is significant crosstalk between different bacterial species and plant roots within the rhizosphere, which is mediated through precise combinations of signal transduction and response regulation. Structures of most AHL signal-mimic compounds have not been elucidated; however, earlier findings reported that secondary metabolites from algae had structural similarities to AHL molecules [133]. Considering the inhibition of microbial growth by secondary metabolites from plants, the fact that bacterial quorum sensing systems are affected by these compounds is not surprising. l-Canavanine, an arginine analog produced by alfalfa or other legumes, inhibited AHL-signaling processes in the reporter strain Chromobacterium violaceum without interfering with its growth. In addition, l-cananavine appeared to regulate S. meliloti quorum sensing system responsible for the regulation of EPS II biosynthesis [134].

2.4. Other Features of Roots Exudates

Plant roots are the key source of energy or food for living organisms, so the region of soil that surrounds the root has the potential to promote the chemotaxis of soil microbes by root exudates [20]. Large quantities of organic compounds are released at the surface of roots, such as sugars, polysaccharides, amino acids, phenolic, polyacetylenes, flavonoids, fatty acids, growth regulators, nucleotides, tannins, steroids, terpenoids, alkaloids, and vitamins [20]. Researchers have tested the effects of root exudates on patterns of bacterial gene expression. Mark et al. [135] examined the influence of exudates from two varieties of sugar beet on the Pseudomonas aeruginosa transcriptome and showed that the exudates selected for genetically distinct Pseudomonas spp. populations within the rhizosphere. Their results showed that the majority of genes were regulated in response to only one of the two exudates. Interestingly, genes with altered expression included those with functions previously implicated in microbe-plant interactions, with effects on metabolism, chemotaxis and type III secretion. Root exudates have the potential to impact rhizosphere microbes both positively and negatively. For example, studies of chemotaxis behavior in pathogenic microbes, such as Ralstonia solanacearum, showed that these microorganisms depend on root exudates to locate and infect plant hosts in their natural niches [136]. The root exudates can also serve as signals between parasitic plants and host plants. These active compounds, such as haustorium inducing factors (HIFs) and 2,6-dimethoxy-1,4-benzoquinone (DMBQ), influence both germination and haustorium stage of parasitic plants [137].
In some sense, root exudates are highly plant species-specific, and they influence specific microbial communities [5]. However, these compounds secreted by plants have also shown versatility under complex below-ground conditions. For example, the nodulation genes of nitrogen-fixing bacteria are induced by flavones and isoflavones, which are beneficial for leguminous plants, while zoospores of Phytophthora sojae, a soybean pathogen, are specifically attracted to isoflavones for host recognition and infection initiation [138]. Flavonoids have various functions within the rhizosphere with respect to the interaction of roots with microorganisms, including chemoattraction, stimulating rhizobial nod gene expression, mycorrhizal spore germination, and inhibiting root pathogens (as mentioned above), as well as chelating soil nutrients, affecting quorum sensing, and mediating allelopathic interactions between plants [56,139,140].
Recent review summarized some flavonoids involved in allelopathic inhibitor of seedling growth, such as 5,7,4′-trihydroxy-3′,5′-dimethoxyflavone, quercetin and kaempferol [140]. Plant roots secrete allelochemicals as phytotoxins, which mainly exert their influence through resource competition and inhibition of germination and seedling growth in neighboring plants. These detrimental interactions are also described as plant defenses in response to stress or local rhizosphere conditions [141]. Allelochemicals from bigalta limpograss (Hemarthria altissima) root are mainly phenolic compounds that serve as plant growth inhibitors [142]. These phenolic compounds were analyzed by gas chromatography-mass spectrometry and were found to contain 3-hydroxyhydrocinnamic, benzoic, phenylacetic, and hydrocinnamic acids, which are major rhizospheric compounds with known growth-regulatory activities. The effects of root exudates on ion uptake by cucumber seedlings were examined using phenolic acids, such as cinnamic acid, vanillic acid, and ferulic acid. Among the compounds tested, o-hydroxybenzoic acid showed the strongest effect on nutrient absorption in cucumber [143].

3. Conclusions and Perspectives

The metabolism of biological communities in and near roots within the soil promotes energy cycling at microscopic scales, and the scientific studies of these unseen below-ground ecosystems are growing rapidly. The development of below-ground systems is accompanied by an exchange of bioactive molecules between roots and microbes. Significant effort has been expended to elucidate the complex communication systems used by plants and microorganisms and to identify the various bioactive compounds generated by different species. Generally, the type and structure of bio-molecule can analyzed by gas chromatography-mass spectrometry, high-performance liquid chromatography-mass spectrometry, nuclear magnetic resonance and some biological detection methods [1,12,40]. By taking advantage of specific biological chemicals to effect growth stimulation or suppression, future studies will be able to test the contribution of these compounds with respect to terrestrial ecosystem biodiversity, variability and productivity.
The development of agriculture has been accompanied by the increasing use of fertilizers, water, pesticides, new crop strains, and other technologies to increase production [144]. However, soil degradation and productivity loss are a byproduct of these unsustainable agricultural practices. In addition, the rate of increase in crop production using traditional physical and chemical control methods has appeared to stall [3,145,146]. Therefore, recent interest has focused on possible strategies to ensure the sustainability of agriculture using multifactorial responses in the rhizosphere [147]. The potential of microbes to accelerate below-ground circulation of nutrients may provide the key to increasing plant yields. Moreover, suppressing the effects of harmful substances supplied by microorganisms can also reduce damage to plants. Therefore, a full understanding of rhizospheric processes and soil-microbe-plant ecosystems will require the analysis of many variables, such as soil conditions, functional microbial species evolution, community integration, unique bioactive molecules used for survival, regulation of growth and communication, metabolic regulation in plants, and the coordination of mechanisms in aerial plant parts and roots. Together, these will provide the knowledge to develop new systems for controlling the stability of complex ecosystems both above and below-ground (Figure 2).
Based on the significant interactions between microbes and plant roots, practices that utilize effects within the rhizosphere to improve yields will be crucial. For example, one way to improve biocontrol within the rhizosphere may be to add mixtures or combinations of biocontrol agents, particularly if they exhibit different or complementary modes of action or abilities to colonize root microsites [111]. For another instance, the development of genetic engineering methods within the rhizosphere has provided opportunities to encourage beneficial microbes or to select against pathogens in transgenic plants, to modify plant-growth promoting rhizobacteria (PGPR) to release antibiotics for pathogen suppression and enhance nutrient acquisition, and to interfere with QS signals essential to pathogen life cycles [148,149]. Although some biotechnological methods meant to influence yields by altering features of the rhizosphere environment have been tested, practical applications in this field remain difficult to implement due to the large number of variables to consider, including the identification of key biological species, and the complex effects between biological processes and chemical molecules. Relatively little is known regarding signaling responses and regulatory mechanisms within complex below-ground environments. For example, within the rhizosphere, the spatial distribution of cells might be more important for quorum sensing than cell density [150]. Furthermore, the signals emitted from microorganisms and plant cells change in space and time as roots and microbes pass through different stages of their life cycle, diversifying the release and combinations of molecules, which makes studying rhizosphere communities very complex [72]. Therefore, new strategies for optimizing soil-ecology and increasing yield will only receive increasing attention, and further research to explore the viability of these strategies in practice will be needed.

Acknowledgments

This work was financially supported by National Natural Science Foundation of China (no. 21177145; 20777089), and the “Knowledge Innovation” Program of Chinese Academy of Sciences. We are also grateful to the anonymous reviewers for their helpful comments on the manuscript.

Conflict of Interest

The authors declare no conflict of interest.

References

  1. Bais, H.P.; Weir, T.L.; Perry, L.G.; Gilroy, S.; Vivanco, J.M. The role of root exudates in rhizosphere interactions with plants and other organisms. Annu. Rev. Plant Biol 2006, 57, 233–266. [Google Scholar]
  2. Bouwmeester, H.J.; Roux, C.; Lopez-Raez, J.A.; Becard, G. Rhizosphere communication of plants, parasitic plants and AM fungi. Trends Plant Sci 2007, 12, 224–230. [Google Scholar]
  3. Gewin, V. An underground revolution. Nature 2010, 466, 552–553. [Google Scholar]
  4. Feeney, D.S.; Crawford, J.W.; Daniell, T.; Hallett, P.D.; Nunan, N.; Ritz, K.; Rivers, M.; Young, I.M. Three-dimensional microorganization of the soil-root-microbe system. Microb. Ecol 2006, 52, 151–158. [Google Scholar]
  5. Berg, G.; Smalla, K. Plant species and soil type cooperatively shape the structure and function of microbial communities in the rhizosphere. FEMS Microbiol. Ecol 2009, 68, 1–13. [Google Scholar]
  6. Marschner, P.; Timonen, S. Interactions between plant species and mycorrhizal colonization on the bacterial community composition in the rhizosphere. Appl. Soil Ecol 2005, 28, 23–36. [Google Scholar]
  7. Cesco, S.; Neumann, G.; Tomasi, N.; Pinton, R.; Weisskopf, L. Release of plant-borne flavonoids into the rhizosphere and their role in plant nutrition. Plant Soil 2010, 329, 1–25. [Google Scholar]
  8. Cesco, S.; Mimmo, T.; Tonon, G.; Tomasi, N.; Pinton, R.; Terzano, R.; Neumann, G.; Weisskopf, L.; Renella, G.; Landi, L. Plant-borne flavonoids released into the rhizosphere: Impact on soil bio-activities related to plant nutrition. A review. Biol. Fertility Soils 2012, 48, 123–149. [Google Scholar]
  9. Decho, A.W.; Norman, R.S.; Visscher, P.T. Quorum sensing in natural environments: Emerging views from microbial mats. Trends Microbiol 2010, 18, 73–80. [Google Scholar]
  10. McLean, R.J.C.; Barnes, M.B.; Windham, M.K.; Merchant, M.; Forstner, M.R.J.; Fuqua, C. Cell-cell influences on bacterial community development in aquatic biofilms. Appl. Environ. Microbiol 2005, 71, 8987–8990. [Google Scholar]
  11. Schaefer, A.L.; Greenberg, E.; Oliver, C.M.; Oda, Y.; Huang, J.J.; Bittan-Banin, G.; Peres, C.M.; Schmidt, S.; Juhaszova, K.; Sufrin, J.R. A new class of homoserine lactone quorum-sensing signals. Nature 2008, 454, 595–599. [Google Scholar]
  12. Diggle, S.P.; Matthijs, S.; Wright, V.J.; Fletcher, M.P.; Chhabra, S.R.; Lamont, I.L.; Kong, X.; Hider, R.C.; Cornelis, P.; Cámara, M. The Pseudomonas aeruginosa 4-quinolone signal molecules HHQ and PQS play multifunctional roles in quorum sensing and iron entrapment. Chem. Biol 2007, 14, 87–96. [Google Scholar]
  13. Flavier, A.B.; Clough, S.J.; Schell, M.A.; Denny, T.P. Identification of 3-hydroxypalmitic acid methyl ester as a novel autoregulator controlling virulence in Ralstonia solanacearum. Mol. Microbiol 1997, 26, 251–259. [Google Scholar]
  14. Waters, C.M.; Bassler, B.L. Quorum sensing: Cell-to-cell communication in bacteria. Annu. Rev. Cell. Dev. Biol 2005, 21, 319–346. [Google Scholar]
  15. Suntharalingam, P.; Cvitkovitch, D.G. Quorum sensing in streptococcal biofilm formation. Trends Microbiol 2005, 13, 3–6. [Google Scholar]
  16. Gonzalez, J.E.; Marketon, M.M. Quorum sensing in nitrogen-fixing rhizobia. Microbiol. Mol. Biol. Rev 2003, 67, 574–592. [Google Scholar]
  17. Zhu, J.; Miller, M.B.; Vance, R.E.; Dziejman, M.; Bassler, B.L.; Mekalanos, J.J. Quorum-sensing regulators control virulence gene expression in Vibrio cholerae. Proc. Natl. Acad. Sci. USA 2002, 99, 3129–3134. [Google Scholar]
  18. Smith, R.S.; Iglewski, B.H. P. aeruginosa quorum-sensing systems and virulence. Curr. Opin. Microbiol 2003, 6, 56–60. [Google Scholar]
  19. Daniels, R.; Vanderleyden, J.; Michiels, J. Quorum sensing and swarming migration in bacteria. FEMS Microbiol. Rev 2004, 28, 261–289. [Google Scholar]
  20. Bertin, C.; Yang, X.; Weston, L.A. The role of root exudates and allelochemicals in the rhizosphere. Plant Soil 2003, 256, 67–83. [Google Scholar]
  21. Rumbaugh, K.P. Convergence of hormones and autoinducers at the host/pathogen interface. Anal. Bioanal. Chem 2007, 387, 425–435. [Google Scholar]
  22. Carlsen, S.C.K.; Understrup, A.; Fomsgaard, I.S.; Mortensen, A.G.; Ravnskov, S. Flavonoids in roots of white clover: Interaction of arbuscular mycorrhizal fungi and a pathogenic fungus. Plant Soil 2008, 302, 33–43. [Google Scholar]
  23. Glazebrook, J.; Walker, G.C. A novel exopolysaccharide can function in place of the calcofluor-binding exopolysaccharide in nodulation of alfalfa by Rhizobium meliloti. Cell 1989, 56, 661–672. [Google Scholar]
  24. Cheng, H.P.; Walker, G.C. Succinoglycan is required for initiation and elongation of infection threads during nodulation of alfalfa by Rhizobium meliloti. J. Bacteriol 1998, 180, 5183–5191. [Google Scholar]
  25. Benson, D.R.; Silvester, W. Biology of Frankia strains, actinomycete symbionts of actinorhizal plants. Microbiol. Rev 1993, 57, 293–319. [Google Scholar]
  26. Downie, J.A.; Walker, S.A. Plant responses to nodulation factors. Curr. Opin. Plant Biol 1999, 2, 483–489. [Google Scholar]
  27. Parniske, M. Arbuscular mycorrhiza: The mother of plant root endosymbioses. Nat. Rev. Microbiol 2008, 6, 763–775. [Google Scholar]
  28. Kosuta, S.; Chabaud, M.; Lougnon, G.; Gough, C.; Dénarié, J.; Barker, D.G.; Bécard, G. A diffusible factor from arbuscular mycorrhizal fungi induces symbiosis-specific MtENOD11 expression in roots of Medicago truncatula. Plant Physiol 2003, 131, 952–962. [Google Scholar]
  29. Bellion, M.; Courbot, M.; Jacob, C.; Blaudez, D.; Chalot, M. Extracellular and cellular mechanisms sustaining metal tolerance in ectomycorrhizal fungi. FEMS Microbiol. Lett 2006, 254, 173–181. [Google Scholar]
  30. Denny, T.P.; Baek, S.R. Genetic evidence that extracellular polysaccharide is a virulence factor of Pseudomonas solanacearum. Mol. Plant Microbe Interact 1991, 4, 198–206. [Google Scholar]
  31. Liu, H.; Zhang, S.; Schell, M.A.; Denny, T.P. Pyramiding unmarked deletions in Ralstonia solanacearum shows that secreted proteins in addition to plant cell-wall-degrading enzymes contribute to virulence. Mol. Plant Microbe Interact 2005, 18, 1296–1305. [Google Scholar]
  32. Grant, S.R.; Fisher, E.J.; Chang, J.H.; Mole, B.M.; Dangl, J.L. Subterfuge and manipulation: Type III effector proteins of phytopathogenic bacteria. Annu. Rev. Microbiol 2006, 60, 425–449. [Google Scholar]
  33. Notz, R.; Maurhofer, M.; Dubach, H.; Haas, D.; Defago, G. Fusaric acid-producing strains of Fusarium oxysporum alter 2,4-diacetylphloroglucinol biosynthetic gene expression in Pseudomonas fluorescens CHA0 in vitro and in the rhizosphere of wheat. Appl. Environ. Microbiol 2002, 68, 2229–2235. [Google Scholar]
  34. Mandava, N.B.; Orellana, R.G.; Warthen, J.D., Jr; Worley, J.F.; Dutky, S.R.; Finegold, H.; Weathington, B.C. Phytotoxins in Rhizoctonia solani: Isolation and biological activity of m-hydroxy-and m-methoxyphenylacetic acids. J. Agric. Food Chem 1980, 28, 71–75. [Google Scholar]
  35. Ligon, J.M.; Hill, D.S.; Hammer, P.E.; Torkewitz, N.R.; Hofmann, D.; Kempf, H.J.; Pée, K.H. Natural products with antifungal activity from Pseudomonas biocontrol bacteria. Pest Manag. Sci 2000, 56, 688–695. [Google Scholar]
  36. Asaka, O.; Shoda, M. Biocontrol of Rhizoctonia solani damping-off of tomato with Bacillus subtilis RB14. Appl. Environ. Microbiol 1996, 62, 4081–4085. [Google Scholar]
  37. Papavizas, G.C. Trichoderma and Gliocladium: Biology, ecology, and potential for biocontrol. Annu. Rev. Phytopathol 1985, 23, 23–54. [Google Scholar]
  38. Zhang, J.; Subramanian, S.; Stacey, G.; Yu, O. Flavones and flavonols play distinct critical roles during nodulation of Medicago truncatula by Sinorhizobium meliloti. Plant J 2009, 57, 171–183. [Google Scholar]
  39. Morandi, D.; Bailey, J.; Gianinazzi-Pearson, V. Isoflavonoid accumulation in soybean roots infected with vesicular-arbuscular mycorrhizal fungi. Physiol. Plant Pathol 1984, 24, 357–364. [Google Scholar]
  40. Akiyama, K.; Matsuzaki, K.; Hayashi, H. Plant sesquiterpenes induce hyphal branching in arbuscular mycorrhizal fungi. Nature 2005, 435, 824–827. [Google Scholar]
  41. Hause, B.; Maier, W.; Miersch, O.; Kramell, R.; Strack, D. Induction of jasmonate biosynthesis in arbuscular mycorrhizal barley roots. Plant Physiol 2002, 130, 1213–1220. [Google Scholar]
  42. Fitze, D.; Wiepning, A.; Kaldorf, M.; Ludwig-Müller, J. Auxins in the development of an arbuscular mycorrhizal symbiosis in maize. J. Plant Physiol 2005, 162, 1210–1219. [Google Scholar]
  43. Shaul-Keinan, O.; Gadkar, V.; Ginzberg, I.; Grünzweig, J.M.; Chet, I.; Elad, Y.; Wininger, S.; Belausov, E.; Eshed, Y.; Atzmon, N. Hormone concentrations in tobacco roots change during arbuscular mycorrhizal colonization with Glomus intraradices. New Phytol 2002, 154, 501–507. [Google Scholar]
  44. Herrera-Medina, M.J.; Steinkellner, S.; Vierheilig, H.; Ocampo Bote, J.A.; García Garrido, J.M. Abscisic acid determines arbuscule development and functionality in the tomato arbuscular mycorrhiza. New Phytol 2007, 175, 554–564. [Google Scholar]
  45. Schaarschmidt, S.; González, M.C.; Roitsch, T.; Strack, D.; Sonnewald, U.; Hause, B. Regulation of arbuscular mycorrhization by carbon. The symbiotic interaction cannot be improved by increased carbon availability accomplished by root-specifically enhanced invertase activity. Plant Physiol 2007, 143, 1827–1840. [Google Scholar]
  46. Douds, D.D.; Pfeffer, P.E.; Shachar-Hill, Y. Application of in vitro methods to study carbon uptake and transport by AM fungi. Plant Soil 2000, 226, 255–261. [Google Scholar]
  47. Pasold, S.; Siegel, I.; Seidel, C.; Ludwig-Muller, J. Flavonoid accumulation in Arabidopsis thaliana root galls caused by the obligate biotrophic pathogen Plasmodiophora brassicae. Mol. Plant Pathol 2010, 11, 545–562. [Google Scholar]
  48. Bressan, M.; Roncato, M.A.; Bellvert, F.; Comte, G.; el Zahar Haichar, F.; Achouak, W.; Berge, O. Exogenous glucosinolate produced by Arabidopsis thaliana has an impact on microbes in the rhizosphere and plant roots. ISME J 2009, 3, 1243–1257. [Google Scholar]
  49. Glenn, S.A.; Gurich, N.; Feeney, M.A.; Gonzalez, J.E. The ExpR/Sin quorum-sensing system controls succinoglycan production in Sinorhizobium meliloti. J. Bacteriol 2007, 189, 7077–7088. [Google Scholar]
  50. Hentzer, M.; Riedel, K.; Rasmussen, T.B.; Heydorn, A.; Andersen, J.B.; Parsek, M.R.; Rice, S.A.; Eberl, L.; Molin, S.; Høiby, N. Inhibition of quorum sensing in Pseudomonas aeruginosa biofilm bacteria by a halogenated furanone compound. Microbiology 2002, 148, 87–102. [Google Scholar]
  51. Hogan, D.A.; Vik, Å.; Kolter, R. A Pseudomonas aeruginosa quorum-sensing molecule influences Candida albicans morphology. Mol. Microbiol 2004, 54, 1212–1223. [Google Scholar]
  52. Drissner, D.; Kunze, G.; Callewaert, N.; Gehrig, P.; Tamasloukht, M.B.; Boller, T.; Felix, G.; Amrhein, N.; Bucher, M. Lyso-phosphatidylcholine is a signal in the arbuscular mycorrhizal symbiosis. Science 2007, 318, 265–268. [Google Scholar]
  53. Pietro, A.D.; Madrid, M.P.; Caracuel, Z.; Delgado-Jarana, J.; Roncero, M.I.G. Fusarium oxysporum: Exploring the molecular arsenal of a vascular wilt fungus. Mol. Plant Pathol 2003, 4, 315–325. [Google Scholar]
  54. Somssich, I.E.; Hahlbrock, K. Pathogen defence in plants-a paradigm of biological complexity. Trends Plant Sci 1998, 3, 86–90. [Google Scholar]
  55. Anderson, J.P.; Lichtenzveig, J.; Gleason, C.; Oliver, R.P.; Singh, K.B. The B-3 ethylene response factor MtERF1-1 mediates resistance to a subset of root pathogens in Medicago truncatula without adversely affecting symbiosis with rhizobia. Plant Physiol 2010, 154, 861–873. [Google Scholar]
  56. Hassan, S.; Mathesius, U. The role of flavonoids in root-rhizosphere signalling: Opportunities and challenges for improving plant-microbe interactions. J. Exp. Bot 2012, 63, 3429–3444. [Google Scholar]
  57. Bais, H.P.; Park, S.W.; Weir, T.L.; Callaway, R.M.; Vivanco, J.M. How plants communicate using the underground information superhighway. Trends Plant Sci 2004, 9, 26–32. [Google Scholar]
  58. Dennis, P.G.; Miller, A.J.; Hirsch, P.R. Are root exudates more important than other sources of rhizodeposits in structuring rhizosphere bacterial communities? FEMS Microbiol. Ecol 2010, 72, 313–327. [Google Scholar]
  59. Davies, J.; Ryan, K.S. Introducing the parvome: Bioactive compounds in the microbial world. ACS Chem. Biol 2011, 7, 252–259. [Google Scholar]
  60. Jackson, L.E.; Burger, M.; Cavagnaro, T.R. Roots, nitrogen transformations, and ecosystem services. Plant Biol 2008, 59, 341–363. [Google Scholar]
  61. Oldroyd, G.E.D.; Downie, J.A. Coordinating nodule morphogenesis with rhizobial infection in legumes. Annu. Rev. Plant Biol 2008, 59, 519–546. [Google Scholar]
  62. Rome, S.; Fernandez, M.P.; Brunel, B.; Normand, P.; Cleyet-Marel, J.C. Sinorhizobium medicae sp. nov., isolated from annual Medicago spp. Int. J. Syst. Bacteriol 1996, 46, 972–980. [Google Scholar]
  63. Yan, A.M.; Wang, E.T.; Kan, F.L.; Tan, Z.Y.; Sui, X.H.; Reinhold-Hurek, B.; Chen, W.X. Sinorhizobium meliloti associated with Medicago sativa and Melilotus spp. in arid saline soils in Xinjiang, China. Int. J. Syst. Evol. Microbiol 2000, 50, 1887–1891. [Google Scholar]
  64. Álvarez-Martínez, E.R.; Valverde, Á.; Ramírez-Bahena, M.H.; García-Fraile, P.; Tejedor, C.; Mateos, P.F.; Santillana, N.; Zúñiga, D.; Peix, A.; Velázquez, E. The analysis of core and symbiotic genes of rhizobia nodulating Vicia from different continents reveals their common phylogenetic origin and suggests the distribution of Rhizobium leguminosarum strains together with Vicia seeds. Arch. Microbiol 2009, 191, 659–668. [Google Scholar]
  65. Segovia, L.; Young, J.P.W.; Martínez-Romero, E. Reclassification of American Rhizobium leguminosarum biovar phaseoli type I strains as Rhizobium etli sp. nov. Int. J. Syst. Bacteriol 1993, 43, 374–377. [Google Scholar]
  66. Jones, K.M.; Sharopova, N.; Lohar, D.P.; Zhang, J.Q.; VandenBosch, K.A.; Walker, G.C. Differential response of the plant Medicago truncatula to its symbiont Sinorhizobium meliloti or an exopolysaccharide-deficient mutant. Proc. Natl. Acad. Sci. USA 2008, 105, 704–709. [Google Scholar]
  67. Battisti, L.; Lara, J.C.; Leigh, J.A. Specific oligosaccharide form of the Rhizobium meliloti exopolysaccharide promotes nodule invasion in alfalfa. Proc. Natl. Acad. Sci. USA 1992, 89, 5625–5629. [Google Scholar]
  68. Gonzalez, J.E.; York, G.M.; Walker, G.C. Rhizobium meliloti exopolysaccharides: Synthesis and symbiotic function. Gene 1996, 179, 141–146. [Google Scholar]
  69. Pellock, B.J.; Cheng, H.P.; Walker, G.C. Alfalfa root nodule invasion efficiency is dependent on Sinorhizobium meliloti polysaccharides. J. Bacteriol 2000, 182, 4310–4318. [Google Scholar]
  70. Díaz, C.L.; Melchers, L.S.; Hooykaas, P.J.J.; Lugtenberg, B.J.J.; Kijne, J.W. Root lectin as a determinant of host-plant specificity in the Rhizobium-legume symbiosis. 1989, 338, 579–581. [Google Scholar]
  71. Brewin, N.J.; Kardailsky, I.V. Legume lectins and nodulation by Rhizobium. Trends Plant Sci 1997, 2, 92–98. [Google Scholar]
  72. Mathesius, U.; Watt, M. Rhizosphere Signals for Plant-Microbe Interactions: Implications for Field-Grown Plants. In Progress in Botany; Lüttge, U.E., Beyschlag, W., Eds.; Springer: Berlin, Germany, 2011; Volume 72, pp. 125–161. [Google Scholar]
  73. Mitra, R.M.; Shaw, S.L.; Long, S.R. Six nonnodulating plant mutants defective for Nod factor-induced transcriptional changes associated with the legume-rhizobia symbiosis. Proc. Natl. Acad. Sci. USA 2004, 101, 10217–10222. [Google Scholar]
  74. Smit, P.; Raedts, J.; Portyanko, V.; Debellé, F.; Gough, C.; Bisseling, T.; Geurts, R. NSP1 of the GRAS protein family is essential for rhizobial Nod factor-induced transcription. Science 2005, 308, 1789–1791. [Google Scholar]
  75. Madsen, E.B.; Madsen, L.H.; Radutoiu, S.; Olbryt, M.; Rakwalska, M.; Szczyglowski, K.; Sato, S.; Kaneko, T.; Tabata, S.; Sandal, N. A receptor kinase gene of the LysM type is involved in legumeperception of rhizobial signals. Nature 2003, 425, 637–640. [Google Scholar]
  76. Gherbi, H.; Markmann, K.; Svistoonoff, S.; Estevan, J.; Autran, D.; Giczey, G.; Auguy, F.; Péret, B.; Laplaze, L.; Franche, C. SymRK defines a common genetic basis for plant root endosymbioses with arbuscular mycorrhiza fungi, rhizobia, and Frankia bacteria. Proc. Natl. Acad. Sci. USA 2008, 105, 4928–4932. [Google Scholar]
  77. Radutoiu, S.; Madsen, L.H.; Madsen, E.B.; Jurkiewicz, A.; Fukai, E.; Quistgaard, E.M.H.; Albrektsen, A.S.; James, E.K.; Thirup, S.; Stougaard, J. LysM domains mediate lipochitin-oligosaccharide recognition and Nfr genes extend the symbiotic host range. EMBO J 2007, 26, 3923–3935. [Google Scholar]
  78. Arrighi, J.F.; Barre, A.; Ben Amor, B.; Bersoult, A.; Soriano, L.C.; Mirabella, R.; de Carvalho-Niebel, F.; Journet, E.P.; Ghérardi, M.; Huguet, T. The Medicago truncatula lysine motif-receptor-like kinase gene family includes NFP and new nodule-expressed genes. Plant Physiol 2006, 142, 265–279. [Google Scholar]
  79. Phillips, D.A.; Tsai, S.M. Flavonoids as plant signals to rhizosphere microbes. Mycorrhiza 1992, 1, 55–58. [Google Scholar]
  80. Hoang, H.H.; Gurich, N.; González, J.E. Regulation of motility by the ExpR/Sin quorum-sensing system in Sinorhizobium meliloti. J. Bacteriol 2008, 190, 861–871. [Google Scholar]
  81. Lithgow, J.K.; Wilkinson, A.; Hardman, A.; Rodelas, B.; Wisniewski-Dyé, F.; Williams, P.; Downie, J.A. The regulatory locus cinRI in Rhizobium leguminosarum controls a network of quorum-sensing loci. Mol. Microbiol 2000, 37, 81–97. [Google Scholar]
  82. Torrey, J.G. Nitrogen fixation by actinomycete-nodulated angiosperms. Bioscience 1978, 28, 586–592. [Google Scholar]
  83. Normand, P.; Lapierre, P.; Tisa, L.S.; Gogarten, J.P.; Alloisio, N.; Bagnarol, E.; Bassi, C.A.; Berry, A.M.; Bickhart, D.M.; Choisne, N. Genome characteristics of facultatively symbiotic Frankia sp. strains reflect host range and host plant biogeography. Genome Res 2007, 17, 7–15. [Google Scholar]
  84. Popovici, J.; Comte, G.; Bagnarol, É.; Alloisio, N.; Fournier, P.; Bellvert, F.; Bertrand, C.; Fernandez, M.P. Differential effects of rare specific flavonoids on compatible and incompatible strains in the Myrica gale-Frankia actinorhizal symbiosis. Appl. Environ. Microbiol 2010, 76, 2451–2460. [Google Scholar]
  85. Harrison, M.J.; Dixon, R.A. Isoflavonoid accumulation and expression of defense gene transcripts during the establishment of vesicular-arbuscular mycorrhizal associations in roots of Medicago truncatula. Mol. Plant Microbe Interact 1993, 6, 643–654. [Google Scholar]
  86. Buee, M.; Rossignol, M.; Jauneau, A.; Ranjeva, R.; Bécard, G. The pre-symbiotic growth of arbuscular mycorrhizal fungi is induced by a branching factor partially purified from plant root exudates. Mol. Plant Microbe Interact 2000, 13, 693–698. [Google Scholar]
  87. Graham, J.H. Effect of citrus root exudates on germination of chlamydospores of the vesicular-arbuscular mycorrhizal fungus, Glomus epigaeum. Mycologia 1982, 74, 831–835. [Google Scholar]
  88. Bécard, G.; Piché, Y. Fungal growth stimulation by CO2 and root exudates in vesicular-arbuscular mycorrhizal symbiosis. Appl. Environ. Microbiol 1989, 55, 2320–2325. [Google Scholar]
  89. St-Arnaud, M.; Hamel, C.; Vimard, B.; Caron, M.; Fortin, J.A. Enhanced hyphal growth and spore production of the arbuscular mycorrhizal fungus Glomus intraradices in an in vitro system in the absence of host roots. Mycol. Res 1996, 100, 328–332. [Google Scholar]
  90. Kosuta, S.; Hazledine, S.; Sun, J.; Miwa, H.; Morris, R.J.; Downie, J.A.; Oldroyd, G.E.D. Differential and chaotic calcium signatures in the symbiosis signaling pathway of legumes. Proc. Natl. Acad. Sci. USA 2008, 105, 9823–9828. [Google Scholar]
  91. Op den Camp, R.; Streng, A.; de Mita, S.; Cao, Q.; Polone, E.; Liu, W.; Ammiraju, J.S.S.; Kudrna, D.; Wing, R.; Untergasser, A. LysM-type mycorrhizal receptor recruited for Rhizobium symbiosis in nonlegume Parasponia. Science 2011, 331, 909–912. [Google Scholar]
  92. Javot, H.; Penmetsa, R.V.; Terzaghi, N.; Cook, D.R.; Harrison, M.J. A Medicago truncatula phosphate transporter indispensable for the arbuscular mycorrhizal symbiosis. Proc. Natl. Acad. Sci. USA 2007, 104, 1720–1725. [Google Scholar]
  93. Bago, B.; Zipfel, W.; Williams, R.M.; Jun, J.; Arreola, R.; Lammers, P.J.; Pfeffer, P.E.; Shachar-Hill, Y. Translocation and utilization of fungal storage lipid in the arbuscular mycorrhizal symbiosis. Plant Physiol 2002, 128, 108–124. [Google Scholar]
  94. Raaijmakers, J.M.; Paulitz, T.C.; Steinberg, C.; Alabouvette, C.; Moënne-Loccoz, Y. The rhizosphere: A playground and battlefield for soilborne pathogens and beneficial microorganisms. Plant Soil 2009, 321, 341–361. [Google Scholar]
  95. Chen, Z.; Agnew, J.L.; Cohen, J.D.; He, P.; Shan, L.; Sheen, J.; Kunkel, B.N. Pseudomonas syringae type III effector AvrRpt2 alters Arabidopsis thaliana auxin physiology. Proc. Natl. Acad. Sci. USA 2007, 104, 20131–20136. [Google Scholar]
  96. Alabouvette, C.; Olivain, C.; Migheli, Q.; Steinberg, C. Microbiological control of soil-borne phytopathogenic fungi with special emphasis on wilt-inducing Fusarium oxysporum. New Phytol 2009, 184, 529–544. [Google Scholar]
  97. Bais, H.P.; Fall, R.; Vivanco, J.M. Biocontrol of Bacillus subtilis against infection of Arabidopsis roots by Pseudomonas syringae is facilitated by biofilm formation and surfactin production. Plant Physiol 2004, 134, 307–319. [Google Scholar]
  98. Vargas Gil, S.; Pastor, S.; March, G.J. Quantitative isolation of biocontrol agents Trichoderma spp., Gliocladium spp. and actinomycetes from soil with culture media. Microbiol. Res 2009, 164, 196–205. [Google Scholar]
  99. Igarashi, Y.; Ogawa, M.; Sato, Y.; Saito, N.; Yoshida, R.; Kunoh, H.; Onaka, H.; Furumai, T. Fistupyrone, a novel inhibitor of the infection of Chinese cabbage by Alternaria brassicicola, from Streptomyces sp. TP-A0569. J. Antibiot 2000, 53, 1117–1122. [Google Scholar]
  100. Ziedan, E.-S.H.; Farrag, E.S.; El-Mohamedy, R.S.; Abd Alla, M.A. Streptomyces alni as a biocontrol agent to root-rot of grapevine and increasing their efficiency by biofertilisers inocula. Arch. Phytopathol. Plant Protect 2010, 43, 634–646. [Google Scholar]
  101. Zeng, R.S.; Mallik, A.U. Selected ectomycorrhizal fungi of black spruce (Picea mariana) can detoxify phenolic compounds of Kalmia angustifolia. J. Chem. Ecol 2006, 32, 1473–1489. [Google Scholar]
  102. Azcón-Aguilar, C.; Barea, J. Arbuscular mycorrhizas and biological control of soil-borne plant pathogens—An overview of the mechanisms involved. Mycorrhiza 1997, 6, 457–464. [Google Scholar]
  103. Smith, S.E.; Gianinazzi-Pearson, V. Physiological interactions between symbionts in vesicular-arbuscular mycorrhizal plants. Annu. Rev. Plant Physiol. Plant Mol. Biol 1988, 39, 221–244. [Google Scholar]
  104. Thomas, L.; Mallesha, B.C.; Bagyaraj, D.J. Biological control of damping-off of Cardamom by the VA mycorrhizal fungus, Glomus fasciculatum. Microbiol. Res 1994, 149, 413–417. [Google Scholar]
  105. Volpin, H.; Elkind, Y.; Okon, Y.; Kapulnik, Y. A vesicular arbuscular mycorrhizal fungus (Glomus intraradix) induces a defense response in alfalfa roots. Plant Physiol 1994, 104, 683–689. [Google Scholar]
  106. Kim, K.; Yim, W.; Trivedi, P.; Madhaiyan, M.; Deka Boruah, H.P.; Islam, M.R.; Lee, G.; Sa, T. Synergistic effects of inoculating arbuscular mycorrhizal fungi and Methylobacterium oryzae strains on growth and nutrient uptake of red pepper (Capsicum annuum L.). Plant Soil 2010, 327, 429–440. [Google Scholar]
  107. Medina, A.; Probanza, A.; Gutierrez Maņero, F.; Azcón, R. Interactions of arbuscular-mycorrhizal fungi and Bacillus strains and their effects on plant growth, microbial rhizosphere activity (thymidine and leucine incorporation) and fungal biomass (ergosterol and chitin). Appl. Soil Ecol 2003, 22, 15–28. [Google Scholar]
  108. Marschner, P.; Crowley, D.E. Physiological activity of a bioluminescent Pseudomonas fluorescens (strain 2–79) in the rhizosphere of mycorrhizal and non-mycorrhizal pepper (Capsicum annuum L.). Soil Biol. Biochem 1996, 28, 869–876. [Google Scholar]
  109. Raupach, G.S.; Kloepper, J.W. Mixtures of plant growth-promoting rhizobacteria enhance biological control of multiple cucumber pathogens. Phytopathology 1998, 88, 1158–1164. [Google Scholar]
  110. Dunne, C.; Moenne-Loccoz, Y.; McCarthy, J.; Higgins, P.; Powell, J.; Dowling, D.N.; O’Gara, F. Combining proteolytic and phloroglucinol-producing bacteria for improved biocontrol of Pythium-mediated damping-off of sugar beet. Plant Pathol 1998, 47, 299–307. [Google Scholar]
  111. Whipps, J.M. Microbial interactions and biocontrol in the rhizosphere. J. Exp. Bot 2001, 52, 487–511. [Google Scholar]
  112. Gilardi, G.; Manker, D.; Garibaldi, A.; Gullino, M. Efficacy of the biocontrol agents Bacillus subtilis and Ampelomyces quisqualis applied in combination with fungicides against powdery mildew of zucchini. J. Plant Dis. Prot 2011, 5, 208–213. [Google Scholar]
  113. Roberts, D.P.; Lohrke, S.M.; Meyer, S.L.F.; Buyer, J.S.; Bowers, J.H.; Jacyn Baker, C.; Li, W.; de Souza, J.T.; Lewis, J.A.; Chung, S. Biocontrol agents applied individually and in combination for suppression of soilborne diseases of cucumber. Crop Protect 2005, 24, 141–155. [Google Scholar]
  114. Snyder, B.A.; Nicholson, R.L. Synthesis of phytoalexins in sorghum as a site-specific response to fungal ingress. Science 1990, 248, 1637–1639. [Google Scholar]
  115. Lanoue, A.; Burlat, V.; Henkes, G.J.; Koch, I.; Schurr, U.; Röse, U.S.R. De novo biosynthesis of defense root exudates in response to Fusarium attack in barley. New Phytol 2010, 185, 577–588. [Google Scholar]
  116. Halkier, B.A.; Gershenzon, J. Biology and biochemistry of glucosinolates. Annu. Rev. Plant Biol 2006, 57, 303–333. [Google Scholar]
  117. Nicol, R.W.; Yousef, L.; Traquair, J.A.; Bernards, M.A. Ginsenosides stimulate the growth of soilborne pathogens of American ginseng. Phytochemistry 2003, 64, 257–264. [Google Scholar]
  118. Wood, D.W.; Gong, F.; Daykin, M.M.; Williams, P.; Pierson, L., 3rd. N-acyl-homoserine lactone-mediated regulation of phenazine gene expression by Pseudomonas aureofaciens 30–84 in the wheat rhizosphere. J. Bacteriol 1997, 179, 7663–7670. [Google Scholar]
  119. Wu, X.; Duan, H.; Tian, T.; Yao, N.; Zhou, H.; Zhang, L. Effect of the hfq gene on 2,4-diacetylphloroglucinol production and the PcoI/PcoR quorum-sensing system in Pseudomonas fluorescens 2P24. FEMS Microbiol. Lett 2010, 309, 16–24. [Google Scholar]
  120. Wei, H.L.; Zhang, L.Q. Quorum-sensing system influences root colonization and biological control ability in Pseudomonas fluorescens 2P24. Antonie Van Leeuwenhoek 2006, 89, 267–280. [Google Scholar]
  121. Walker, T.S.; Bais, H.P.; Déziel, E.; Schweizer, H.P.; Rahme, L.G.; Fall, R.; Vivanco, J.M. Pseudomonas aeruginosa-plant root interactions. Pathogenicity, biofilm formation, and root exudation. Plant Physiol 2004, 134, 320–331. [Google Scholar]
  122. Steindler, L.; Bertani, I.; de Sordi, L.; Schwager, S.; Eberl, L.; Venturi, V. LasI/R and RhlI/R quorum sensing in a strain of Pseudomonas aeruginosa beneficial to plants. Appl. Environ. Microbiol 2009, 75, 5131–5140. [Google Scholar]
  123. Müller, H.; Westendorf, C.; Leitner, E.; Chernin, L.; Riedel, K.; Schmidt, S.; Eberl, L.; Berg, G. Quorum-sensing effects in the antagonistic rhizosphere bacterium Serratia plymuthica HRO-C48. FEMS Microbiol. Ecol 2009, 67, 468–478. [Google Scholar]
  124. Mäe, A.; Montesano, M.; Koiv, V.; Palva, E.T. Transgenic plants producing the bacterial pheromone N-acyl-homoserine lactone exhibit enhanced resistance to the bacterial phytopathogen Erwinia carotovora. Mol. Plant Microbe Interact 2001, 14, 1035–1042. [Google Scholar]
  125. Toth, I.; Newton, J.; Hyman, L.; Lees, A.; Daykin, M.; Ortori, C.; Williams, P.; Fray, R. Potato plants genetically modified to produce N-acylhomoserine lactones increase susceptibility to soft rot erwiniae. Mol. Plant Microbe Interact 2004, 17, 880–887. [Google Scholar]
  126. Hogan, D.A. Talking to themselves: Autoregulation and quorum sensing in fungi. Eukaryot. Cell 2006, 5, 613–619. [Google Scholar]
  127. Sanchez-Contreras, M.; Bauer, W.D.; Gao, M.; Robinson, J.B.; Downie, J.A. Quorum-sensing regulation in rhizobia and its role in symbiotic interactions with legumes. Philos. Trans. R. Soc. Lond. B 2007, 362, 1149–1163. [Google Scholar]
  128. Uroz, S.; Heinonsalo, J. Degradation of N-acyl homoserine lactone quorum sensing signal molecules by forest root-associated fungi. FEMS Microbiol. Ecol 2008, 65, 271–278. [Google Scholar]
  129. Mathesius, U.; Mulders, S.; Gao, M.; Teplitski, M.; Caetano-Anollés, G.; Rolfe, B.G.; Bauer, W.D. Extensive and specific responses of a eukaryote to bacterial quorum-sensing signals. Proc. Natl. Acad. Sci. USA 2003, 100, 1444–1449. [Google Scholar]
  130. Schuhegger, R.; Ihring, A.; Gantner, S.; Bahnweg, G.N.; Knappe, C.; Vogg, G.; Hutzler, P.; Schmid, M.; van Breusegem, F.; Eberl, L. Induction of systemic resistance in tomato by N-acyl-l-homoserine lactone-producing rhizosphere bacteria. Plant Cell Environ 2006, 29, 909–918. [Google Scholar]
  131. Von Rad, U.; Klein, I.; Dobrev, P.I.; Kottova, J.; Zazimalova, E.; Fekete, A.; Hartmann, A.; Schmitt-Kopplin, P.; Durner, J. Response of Arabidopsis thaliana to N-hexanoyl-dl-homoserine-lactone, a bacterial quorum sensing molecule produced in the rhizosphere. Planta 2008, 229, 73–85. [Google Scholar]
  132. Teplitski, M.; Robinson, J.B.; Bauer, W.D. Plants secrete substances that mimic bacterial N-acyl homoserine lactone signal activities and affect population density-dependent behaviors in associated bacteria. Mol. Plant Microbe Interact 2000, 13, 637–648. [Google Scholar]
  133. Givskov, M.; de Nys, R.; Manefield, M.; Gram, L.; Maximilien, R.; Eberl, L.; Molin, S.; Steinberg, P.D.; Kjelleberg, S. Eukaryotic interference with homoserine lactone-mediated prokaryotic signalling. J. Bacteriol 1996, 178, 6618–6622. [Google Scholar]
  134. Keshavan, N.D.; Chowdhary, P.K.; Haines, D.C.; González, J.E. l-Canavanine made by Medicago sativa interferes with quorum sensing in Sinorhizobium meliloti. J. Bacteriol 2005, 187, 8427–8436. [Google Scholar]
  135. Mark, G.L.; Dow, J.M.; Kiely, P.D.; Higgins, H.; Haynes, J.; Baysse, C.; Abbas, A.; Foley, T.; Franks, A.; Morrissey, J. Transcriptome profiling of bacterial responses to root exudates identifies genes involved in microbe-plant interactions. Proc. Natl. Acad. Sci. USA 2005, 102, 17454–17459. [Google Scholar]
  136. Yao, J.; Allen, C. Chemotaxis is required for virulence and competitive fitness of the bacterial wilt pathogen Ralstonia solanacearum. J. Bacteriol 2006, 188, 3697–3708. [Google Scholar]
  137. Estabrook, E.M.; Yoder, J.I. Plant-plant communications: Rhizosphere signaling between parasitic angiosperms and their hosts. Plant Physiol 1998, 116, 1–7. [Google Scholar]
  138. Hua, C.; Wang, Y.; Zheng, X.; Dou, D.; Zhang, Z.; Govers, F. A Phytophthora sojae G-protein α subunit is involved in chemotaxis to soybean isoflavones. Eukaryot. Cell 2008, 7, 2133–2140. [Google Scholar]
  139. Tomasi, N.; Weisskopf, L.; Renella, G.; Landi, L.; Pinton, R.; Varanini, Z.; Nannipieri, P.; Torrent, J.; Martinoia, E.; Cesco, S. Flavonoids of white lupin roots participate in phosphorus mobilization from soil. Soil Biol. Biochem 2008, 40, 1971–1974. [Google Scholar]
  140. Weston, L.A.; Mathesius, U. Flavonoids: Their structure, biosynthesis and role in the rhizosphere, including allelopathy. J. Chem. Ecol 2013, 39, 283–297. [Google Scholar]
  141. Weston, L.A.; Ryan, P.R.; Watt, M. Mechanisms for cellular transport and release of allelochemicals from plant roots into the rhizosphere. J. Exp. Bot 2012, 63, 3445–3454. [Google Scholar]
  142. Tang, C.S.; Young, C.C. Collection and identification of allelopathic compounds from the undisturbed root system of bigalta limpograss (Hemarthria altissima). Plant Physiol 1982, 69, 155–160. [Google Scholar]
  143. Yu, J.Q.; Matsui, Y. Effects of root exudates of cucumber (Cucumis sativus) and allelochemicals on ion uptake by cucumber seedlings. J. Chem. Ecol 1997, 23, 817–827. [Google Scholar]
  144. Tilman, D.; Cassman, K.G.; Matson, P.A.; Naylor, R.; Polasky, S. Agricultural sustainability and intensive production practices. Nature 2002, 418, 671–677. [Google Scholar]
  145. Mader, P.; Fliessbach, A.; Dubois, D.; Gunst, L.; Fried, P.; Niggli, U. Soil fertility and biodiversity in organic farming. Science 2002, 296, 1694–1697. [Google Scholar]
  146. Watt, M.; Kirkegaard, J.; Passioura, J. Rhizosphere biology and crop productivity—A review. Soil Res 2006, 44, 299–317. [Google Scholar]
  147. Shen, J.; Li, C.; Mi, G.; Li, L.; Yuan, L.; Jiang, R.; Zhang, F. Maximizing root/rhizosphere efficiency to improve crop productivity and nutrient use efficiency in intensive agriculture of China. J. Exp. Bot 2013, 64, 1181–1192. [Google Scholar]
  148. Ryan, P.R.; Dessaux, Y.; Thomashow, L.S.; Weller, D.M. Rhizosphere engineering and management for sustainable agriculture. Plant Soil 2009, 321, 363–383. [Google Scholar]
  149. Zhuang, X.; Chen, J.; Shim, H.; Bai, Z. New advances in plant growth-promoting rhizobacteria for bioremediation. Environ. Int 2007, 33, 406–413. [Google Scholar]
  150. Hense, B.A.; Kuttler, C.; Müller, J.; Rothballer, M.; Hartmann, A.; Kreft, J.U. Does efficiency sensing unify diffusion and quorum sensing? Nat. Rev. Microbiol 2007, 5, 230–239. [Google Scholar]
Ijms 14 08841f1 1024
Figure 1. Some basic structures of bio-molecules act as signals in rhizosphere [1,16,20–22]. (A) Molecules produced by microbes; (B) Examples of root exudates.
Figure 1. Some basic structures of bio-molecules act as signals in rhizosphere [1,16,20–22]. (A) Molecules produced by microbes; (B) Examples of root exudates.
Ijms 14 08841f1
Ijms 14 08841f2 1024
Figure 2. Net structure of rhizospheric interactions between microorganisms and plants playing critical roles in below-ground ecosystem and sustainability of agriculture. [Contribution of rhizosphere effect generated by microbes and roots appears in the improvement of soil nutrients acquisition and bioabsorbable and biotransformation efficiency. Bioactive molecules used by roots and microbes for communication can influence: (1) microbial behavior (i.e., chemotaxis, colonization, growth, and group behavior); and (2) root growth and crop productivity.]
Figure 2. Net structure of rhizospheric interactions between microorganisms and plants playing critical roles in below-ground ecosystem and sustainability of agriculture. [Contribution of rhizosphere effect generated by microbes and roots appears in the improvement of soil nutrients acquisition and bioabsorbable and biotransformation efficiency. Bioactive molecules used by roots and microbes for communication can influence: (1) microbial behavior (i.e., chemotaxis, colonization, growth, and group behavior); and (2) root growth and crop productivity.]
Ijms 14 08841f2
Table
Table 1. Some typical primary bioactive molecules showed direct effects in rhizosphere. (Primary rhizosphere effects contain beneficial or adverse influences (e.g., symbiosis, biocontrol, and pathogenicity) on plant or microbial growth and survival. The major bio-molecules present in below-ground ecosystems include microbial products and root exudates, respectively.)
Table 1. Some typical primary bioactive molecules showed direct effects in rhizosphere. (Primary rhizosphere effects contain beneficial or adverse influences (e.g., symbiosis, biocontrol, and pathogenicity) on plant or microbial growth and survival. The major bio-molecules present in below-ground ecosystems include microbial products and root exudates, respectively.)
Primary rhizosphere effectsBio-moleculesAgents involvedFunctional description/RecipientsReferences
Microorganisms driving
Nitrogen fixationExopolysaccharides: EPS II; succinoglycanSinorhizobium meliloti; Rhizobium sp.Nodulation with a majority of leguminous plants (Medicago and Melilotus spp.; Vicia; Pisum; Parasponia) and other plants [23–25]
Nodulation factors: lipochitooligosaccharideRhizobium melilotiInducing a variety of effects including deformation of root hairs, division of root cortical cells, and nodule morphogenesis [26]
Symbionts (with Arbuscular mycorrhizal fungi)“Myc factor” (soluble signaling molecules)Arbuscular mycorrhizal fungiFungal signaling factor that triggers gene activation in the root required for mycorrhization [27,28]
Metal uptakeGlutathione; metallothioneinsEctomycorrhizal fungiInfluence on metallic element bioavailability in soil [29]
Virulence factorsExtracellular polysaccharidePseudomonas solanacearumResponsible for the wilt symptoms [30]
Extracellular plant cell wall-degrading enzymesRalstonia solanacearum [31]
Effector proteinsPseudomonas syringae; Xanthomonas spp.; Ralstonia solanacearum; Erwinia speciesEssential for the virulence and suppression of host defense responses [32]
Phytotoxin (fusaric acid)Fusarium oxysporumInhibiting the growth of rice seedlings and repressing antimicrobial activity of the biocontrol strain Pseudomonas fluorescens CHA0 [33]
m-hydroxyphenylacetic acid; m-methoxyphenylacetic acidRhizoctonia solaniInfection of soybeans and decreasing of nodule formation [34]
Biological control activitiesAntibiotics: phenazine; pyoluteorin; 2,4-diacetyl-phloroglucinol; pyrrolnitrin; 2,3-de-epoxy-2,3-didehydro-rhizoxin; hydrogen cyanidePseudomonas spp.Interfering growth of various pathogens and contributing to disease suppression [35]
Lipopeptides: surfactin; iturin ABacillus subtilisAntibacterial and antifungal agents [36]
Antibiotics: gliovirin; gliotoxinTrichoderma spp.; Gliocladium spp.Protection of plants against pathogens [37]
Roots driving
Bacterial symbiontsFlavonoidsMedicago truncatulaStimulating presymbiotic steps in rhizobia [38]
Fungal symbionts (with Arbuscular mycorrhizal fungi)Flavonoids: glyceollin; coumestrol; daidzeinGlycine maxRoot colonization by mycorrhizal fungi [39]
StrigolactoneLotus japonicas;Branching factor (hyphal branching of AMF) that precedes successful root colonization [40]
Jasmonic acidHordeum vulgare cv SalomeColonization rate and arbuscule formation in mycorrhizal roots [41]
Auxin and auxin conjugatesZea maysEnhanced fungal growth [42]
GibberellinNicotiana tabacumStrengthening the carbohydrate sink of the fungi [43]
Abscisic acid; ethyleneLycopersicon esculentumDevelopment of the complete arbuscule and its functionality [44]
Carbon availabilityHexoseMedicago truncatula; Daucus carotaCarbon uptake and metabolism [45,46]
Pathogenicity factors and defence responseFlavonoidsArabidopsisAn intense accumulation of flavonoids in Arabidopsis root infected by Plasmodiophora brassicae [47]
Phytoalexins: indole; saponins; terpenoid; benzoxazinone; flavonoid; rosmarinic acid; naphthoquinones,--Defence compounds of the rhizosphere against pathogenic microorganisms [1]
Glucosinolates and hydrolysis products (isothiocyanates; nitriles; ionic thiocyanates)Arabidopsis thalianaAgainst fungal and bacterial pathogens [48]
--: means it’s not a specific description.
Table
Table 2. Secondary bioactive molecules of indispensable regulatory mechanisms in rhizosphere. (Indirect effects contain various cell-signaling networks to control biological activities during plant-microbe communication processes. The major bio-molecules served as signals in below-ground ecosystems include microbial products and root exudates, respectively.)
Table 2. Secondary bioactive molecules of indispensable regulatory mechanisms in rhizosphere. (Indirect effects contain various cell-signaling networks to control biological activities during plant-microbe communication processes. The major bio-molecules served as signals in below-ground ecosystems include microbial products and root exudates, respectively.)
Indirect effectsBioactive compoundsAgents involvedFunctional description/RecipientsReferences
Microorganisms driving
Quorum sensingN-acyl homoserine lactones (AHLs); p-coumarate; quinoloneGram-negative bacteriaCell-cell communication between bacteria to regulate symbiotism, virulence, swarming behavior, biofilm formation and antibiotic production [11,12,14–17,49,50]
OligopeptidesGram-positive bacteria
AI-2: furanosyl borate diester--
Fungal QS systemsFarnesol; tyrosol; dimethoxycinnamate; trisporic acidCandida albicans; Uromyces phaseoli; zygomycetesControlling biofilm formation and pathogenesis in fungus [51]
Phosphate acquisition (with Arbuscular mycorrhizal fungi)LysophosphatidylcholineArbuscular mycorrhizal fungi; Solanum tuberosum L.; Solanum lycopersicum L. *Induction of plant phosphate transporter gene and mycorrhiza formation [52]
VirulenceSignal transduction cascades: cAMP-PKA and MAPK cascadeFusarium strainsSensing environmental cues and respond by appropriate changes in gene expression to establish disease [53]
Roots driving
Defence responseNAD(P)H oxidases, phospholipases, phosphatases and protein kinases; linolenic acid; jasmonic acid; methyl jasmonate--The low doses might act as signals for activation of other defence reactions [54]
B-3 ethylene response factors (ERFs)MedicagoResistance to Rhizoctonia solani and Phytophthora medicaginis [55]
Complex effectsFlavonoids--Stimulating or inhibiting rhizobial nod gene expression, causing chemoattraction of rhizobia towards the root, inhibiting root pathogens, stimulating mycorrhizal spore germination and hyphal branching, mediating allelopathic interactions between plants, affecting quorum sensing, and chelating soil nutrients [56]
--means it’s not a specific description;
*means the origin of this signal is still unsure.

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Zhuang, X.; Gao, J.; Ma, A.; Fu, S.; Zhuang, G. Bioactive Molecules in Soil Ecosystems: Masters of the Underground. Int. J. Mol. Sci. 2013, 14, 8841-8868. https://doi.org/10.3390/ijms14058841

AMA Style

Zhuang X, Gao J, Ma A, Fu S, Zhuang G. Bioactive Molecules in Soil Ecosystems: Masters of the Underground. International Journal of Molecular Sciences. 2013; 14(5):8841-8868. https://doi.org/10.3390/ijms14058841

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Zhuang, Xuliang, Jie Gao, Anzhou Ma, Shenglei Fu, and Guoqiang Zhuang. 2013. "Bioactive Molecules in Soil Ecosystems: Masters of the Underground" International Journal of Molecular Sciences 14, no. 5: 8841-8868. https://doi.org/10.3390/ijms14058841

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