Abstract
Rhizobia are known for its symbiotic association with the leguminous plants, which have role in biological nitrogen fixation in root nodules. However, its association with nonlegumes has received relatively lesser attention. With the progress in technology and research strategies, the molecular ecological perspective of rhizobial interaction with nonlegumes has recently gained much progress. Rhizobia are now known to form symbiosis with nonlegumes without forming true nodules, and yet promote the growth of nonlegumes through direct and indirect mechanisms. Plant growth-promoting traits such as production of phytohormones, siderophore, ACC deaminase activity, phosphate solubilization, and improving the nutrient uptake by modulating the root structure are the PGPR mechanisms described for rhizobia. Recently, rhizobia have also been reported to modulate the rhizospheric bacterial community structure that helps plants to adapt to a new or hostile environment. The rhizobia can also mediate biocontrol through antibiosis, parasitism, or competition which inhibits plant pathogens, induces systemic resistance in the host plant, and also releases exopolysaccharides for improving root adhering soil in the plants. The research on cell-to-cell communication for this unique synergistic interaction with nonlegumes, such as rice and wheat plants, has revealed interesting facts, which may be used for better plant growth. Therefore, the application of rhizobia as PGPR and further use as a biofertilizer, stress regulators, and biocontrol agents for nonleguminous plants need more intervention from the perspective of its interaction with nonlegumes, which has been addressed in this article. Also, the importance of rhizobia with the perspective of molecular ecology, genomics attributes of rhizobia colonizing nonlegumes, and possible rhizobial engineering have been included.
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1 Introduction
The demand for food has been increasing at an exaggerating rate worldwide. For such a demanding process, the farmers apply chemical fertilizers, insecticides, herbicides, etc. more than their recommended level for enhancing the production. These applied chemicals, in turn, affect soil health and increase a load of contaminants into the environment, Consequently, affecting the health of humans and other organisms. Therefore, a sustainable approach must be adopted to ensure effective management of all the resources in an agriculture system that reduces the impact of the chemicals while maintaining the fertility of the soil. Presently, the trend in the agricultural sector is to explore the alternatives for the harmful chemicals and focus on organic and inorganic fertilizers (Haggag and Wafaa 2002), which is a daunting task (Ray et al. 2000; Bera et al. 2006). Plant growth-promoting rhizobacteria (PGPR) are a group of beneficial microbes which are involved in symbiotic and nonsymbiotic beneficial traits to improve the growth and yield of legumes as well as nonlegumes (Antoun et al. 1998; García-Fraile et al. 2012; Ahmad et al. 2013; Khaitov et al. 2016; Ziaf et al. 2016). Thus, the use of microbes as biofertilizers for sustainable agriculture is hereby utmost necessary considering their beneficial traits and mode of action (Nosheen et al. 2021).
Rhizobia are soil bacteria belonging to family Rhizobiaceae which are gram-negative, chemo-organotroph, or chemolithotroph in nature (Werner 1992), and are capable of fixing atmospheric nitrogen popularly known as biological nitrogen fixation (BNF) (Franche et al. 2009). Some of the well-known genera of rhizobia are Rhizobium, Sinorhizobium, Mesorhizobium, Bradyrhizobium, Agrobacterium, Azorhizobium, Allorhizobium, etc. (Rao et al. 2018) which possess host-specific ability to establish symbiosis with leguminous plants (Mehboob et al. 2012). However, rhizobia also possess the ability to associate with nonlegumes without forming true nodules which are nonspecific (Reyes and Schmidt 1979). This leads to speculations and further work on the working mechanism of the well-established fact that increases the yield upon their inoculation.
Rhizobia are known to promote the growth of many plants including various crops and grasses (Machado et al. 2016; Borges et al. 2019). Yet various factors govern the successful nature of the inoculants. Rhizobia meditates the growth of nonlegume plants through its direct and indirect mechanisms or a combination of both. These include PGP traits such as IAA production, siderophore activity, and ACC deaminase activity to name a few including biocontrolling property as well as by influencing other beneficial microbes in the vicinity for better growth of the plant (Shakhawat Hossain and Mårtensson 2008).
On the other hand, certainly incompatible rhizobia might have a deleterious effect on certain crops (Perrine et al. 2001). Therefore, it is important to determine the specificity of a particular strain and understand the underlying interaction before selecting it as a PGPR.
2 Rhizobia and Nonlegume Interaction
Rhizobia are known for their ability to form root nodules in the leguminous plants, by which they fix atmospheric nitrogen and provide nourishment to the plants (Schloter et al. 1997), there had been early reports for their interaction with the nonlegumes (Reyes and Schmidt 1979; Chabot et al. 1996). The rhizobia possess the ability to survive as well as to colonize the roots of the nonlegume plants (Antoun and Prevost 2000; Bhattacharjee et al. 2008). In fact, bacterial associations with plants are of two types, i.e., close and loose. This may be endophytic, phyllosphere, or rhizospheric (Weyens et al. 2009). This colonizing ability of the bacteria brings about stimulating or inhibiting effects (Höflich et al. 1994; Antoun et al. 1998). The rhizobia enter the nonlegume through cracks present in the root epidermis and colonize the cortex within the xylem (Sabry et al. 1997) and between the root intercellular spaces (Reddy et al. 1997). The roots of a particular plant and rhizobia interact with each other, while this interaction results in enhancement of the growth and yield of the plant (Lemanceau 1992; Yanni et al. 1997). Therefore, those specific and nonspecific interactions make rhizobia a potential endophyte or rhizobacteria for the nonlegumes (Sessitsch et al. 2002). There are various studies which suggests rhizobia as endophytes in nonleguminous plants, e.g., Rhizobium laguerreae in spinach (Jiménez-Gómez et al. 2018), Rhizobium phaseoli, Sinorhizobium americanum, and Azospirillum brasilense in maize (Gómez-Godínez et al. 2019), Rhizobium species in cotton plant (Qureshi et al. 2019), and Rhizobium alamii in Brassica napus (Tulumello et al. 2021).
Rhizobial endosymbiosis with other nonlegumes such as Parasponia has also been reported (Sytsma et al. 2002). Different Rhizobium species are associated with the nodulation process of Parasponia (Trinick and Galbraith 1980; Trinick and Hadobas 1989) with diverse genes for Nod factor biosynthesis (Op den Camp et al. 2012). The structure of such nodules is like lateral roots, and is formed following the typical flavonoid-dependent mechanism (Chapman and Muday 2021). It was reported that Nod factors lysin-motif (LysM) domain proteins are important for the symbiosis of nodulation and mycorrhization in P. andersonii (Op den Camp et al. 2011).
Rhizobia can flourish in both legumes as well as nonlegumes (Pena-Cabriales and Alexander 1983). There are reports of the appearance of nodule-like structures in nonlegumes (Ridge et al. 1992; Trinick and Hadobas 1995; Naidu et al. 2004). Rhizobial colonization in rice and wheat seedling has been reported by Shimshick and Hebert (1979), while the effectiveness of rhizobial competence was determined by Wiehe and Höflich (1995) in maize. Many such reports of rhizobial colonization in nonlegumes were reported by Wiehe et al. (1994), Schloter et al. (1997), Reddy et al. (1997), and Sabry et al. (1997). Along with endophytic colonization, the ascending migration toward stem, leaves, and leaf sheath has been reported by Chi et al. (2005). The survival and multiplication of rhizobia in the rhizospheric region of wheat, corn, rape, etc. (Wiehe and Höflich 1995), and lettuce (Pena and Reyes 2007) are well studied. Moreover, the presence of rhizobia has been reported from the epidermis of sorghum and millet plants, after inoculation (Matiru et al. 2005). Perrine-Walker et al. (2007) detected the presence of rhizobia and their ability to colonize rice plants.
Rhizobia are also known to secrete different kinds of metabolites which ensure the development of nonleguminous plants. Such compounds provide stabilizations and protection to the plant. These compounds include cytokinins (Noel et al. 1996), abscisic acid (Minamisawa et al. 1996), indole-3-acetic acid (Pandey and Maheshwari 2007; Venieraki et al. 2011), gibberellic acid (Humphry et al. 2007), ethylene (Boiero et al. 2007), ACC-deaminase (Glick et al. 1994), antibiotics (Bhattacharya et al. 2013), etc. These metabolites are produced through the interaction of rhizobia and the nonlegume which results in better tolerance of stress, growth, and yield (Mehboob et al. 2012). In contrast, sometimes overproduction of certain metabolites may also harm the plant. Production of bacteriocin was reported from Sinorhizobium meliloti which inhibits the growth of rice (Perrine-Walker et al. 2009). Similarly, a high concentration of auxin and nitrate by rhizobia was reported to inhibit nonleguminous plants (Perrine-Walker et al. 2007). The PGP of endophytic Bradyrhizobium sp. strain SUTN9-2 isolated from rice plants was examined. The expression of genes involved in IAA (nit) and ACC deaminase (acdS) synthesis was contradictory with the results of quantitative analysis of IAA and ACC deaminase. This inconsistency suggested that IAA and ACC deaminase generated by SUTN9-2 have no direct effect on rice development, but those other components arising from IAA and ACC deaminase activities may have their role. Furthermore, SUTN9-2 enhanced the expression of genes involved in nitrogen-fixing (nifH and nifV) in rice tissues (Greetatorn et al. 2019). Hara et al. (2019) discovered that the functional N2-fixing Bradyrhizobia (TM122 and TM124) found in sorghum roots were phylogenetically related to photosynthetic B. oligotrophicum S58T and non-nodulating Bradyrhizobium sp. S23321. In terms of the G+C content of the nifDK genes, nifV, and possibly nif gene regulation, the nif genes of “Free-living diazotrophs” TM122, TM124, S58T, and S23321 differ significantly from those on the symbiosis islands of nodule-forming Bradyrhizobium sp.
The successful nature of the rhizobial and nonleguminous plant association depends on many factors. Along with the bacterial strain, the type of plant, culture condition, microflora, quality of soil, and various biotic-abiotic factors contribute to the success of the inoculum (Lynch 1990a, b; O’sullivan and O’Gara 1992; Antoun et al. 1998; Biswas et al. 2000; Hilali et al. 2001; Dobbelaere et al. 2003; Depret et al. 2004; Mehboob et al. 2008; Hussain et al. 2009). Depending upon these factors, rhizobia have been divided into three groups depending upon their growth-promotional, inhibitory ability, and nonassociating nature (Prayitno et al. 1999; Perrine et al. 2001, 2005). The development of competent rhizobial strains by the plant, soil, and environment is key (Mehboob et al. 2012). On the basis of these reports, it may be concluded that just like the rhizobial-legume interaction, rhizobial and nonlegume interaction is also much important for green and sustainable agriculture.
2.1 Molecular Interaction of Rhizobia in Nonlegumes
The molecular aspect of rhizobial inoculation has been extensively explored in Parasponia andersonii and rice plants. The recruitment of LysM-Type Mycorrhizal Receptor, which is responsible for the symbiotic association with Rhizobium, is the fundamental mechanism of Parasponia-Rhizobia interaction (Op den Camp et al. 2011). A class of LysM-type receptors namely MtNFP/LjNFR5 is reported from Parasponia and the functional analysis of this gene revealed a dual symbiotic function in P. andersonii (Streng et al. 2011). Comparative transcriptomics of P. andersonii revealed 290 symbiotic genes which are similar to a legume Medicago truncatula that is responsible for its nodule-enhanced expression profile. Some important genes are Nodule Inception (Nin) And Rhizobium-Directed Polar Growth (RPG), known for their importance for nitrogen-fixing root nodules. These set of genes along with a putative ortholog of the NFP/NFR5-type LysM receptor for Rhizobium LCO Signaling molecules namely NFP2 in Parasponia are critical in forming the nodules which separate it from other plants of its category (van Velzen et al. 2018; Dupin et al. 2020).
In rice plants, however, rhizobial invasion occurs mostly through pores in the epidermis and fissures formed during the development of lateral roots (Reddy et al. 1997). This infection process is nod-gene independent, nonspecific, and does not include infection thread development. Naringenin, a flavonoid, has been shown to enhance this form of rhizobial colonization in rice plants (Webster et al. 1997). Perrine et al. (2001) reported the involvement of specific plasmids carried by rhizobial strains affecting the growth and development of rice seedlings. Piromyou et al. (2015) investigated the effect of Bradyrhizobium inoculation in rice seedlings and reported strong expression of peces, rhcJ, virD4, exopolysaccharide production (fliP), and glutathione-S-transferase (gst genes). Wu et al. (2018) reported the growth-promotional and signaling potential of Sinorhizobium meliloti in rice seedlings, which resulted in increased gene expression, which is responsible for accelerated cell division and cell expansion. Transcriptomic analysis revealed that differentially expressed genes (DEG) are involved in upregulation of phytohormone production, photosynthetic efficiency, glucose metabolism, cell division, and cell-wall expansion. Moreover, the inoculation of Bradyrhizobium sp. in rice plants revealed colonization, enlargement of bacterial cells, increased DNA content, and nitrogen fixation. Some factors in rice extract induced the expression of cell cycle and nitrogen fixation genes. The transcriptomic analysis revealed encoding a class of oxidoreductases that act with oxygen atoms and may play a role in maintaining an appropriate level of oxygen for nitrogenase activity, followed by GroESL chaperonins, which are required for nitrogenase functioning. The expression of the antimicrobial peptide transporter (sapDF) was also increased, leading to cell differentiation (Greetatorn et al. 2020).
3 Methods to Detect N2 Fixation by Rhizobia in Nonlegumes
There are methods by which we can identify the activity of nitrogen fixers in nonlegumes. One indirect method is to detect the nifH DNA in the tissues having DNA of endophytes, which indicates the occupancy of N2-fixating bacteria. The expression of nifH genes stipulates the probability of active N2 fixation by diazotrophs. It is done with the help of Rt-PCR where soft stem tissues of plants like sugarcane are being used to detect any signs of nifH expression (Thaweenut et al. 2011). RNA is isolated and reverse transcripted into cDNA in this method (Thaweenut et al. 2011). Using the product of RT-PCR as a template, the fragments of nifH are amplified through nested PCR with Taq DNA polymerase. The efficiency of the nifH PCR primer has been re-examined in different laboratories (Gaby et al. 2018) and a new modified annealing temperature was set at 58 °C to determine the largest diversity of nifH templates.
The second way is to detect the diazotrophic rhizobia by metaproteomics. For this, the first step is to obtain the bacterial cell-enriched fraction. The bacterial cells are extracted from the root tissues of rice plants through different centrifugation steps followed by a density gradient centrifugation followed by proteins extraction. A metaproteomic analysis based on metagenome analysis on the roots of rice plant was used to determine the peptide abundances of the proteins involved in methane oxidation (particulate/soluble methane monooxygenase (pMMO/sMMO), methanol dehydrogenase (MxaFI), formaldehyde dehydrogenase (FAD), formate dehydrogenase (FDH)) and N2 fixation (NifH, NifD, NifK, VnfD). This was followed up by Nanoliquid chromatography (LC)–electrospray ionization–tandem mass spectrometry (MS/MS) analyzed using an LTQ ion-trap MS coupled with a multidimensional high-performance LC Paradigm MS2 chromatograph and a nanospray electrospray ionization device. The tryptic peptide spectra were recorded in an m/z range of 450–180. The MS/MS data were explored against the rice root microbiome database that was constructed using metagenome data targeting the same rice root samples (Bao et al. 2014).
4 Genomic Attributes of Rhizobia Colonizing Nonlegumes
Genomics is the study of genes and genomes that focuses on the structure, function, evolution, mapping, epigenomic, mutagenomic, and aspects of genome editing (Muthamilarasan et al. 2019). Genomics plays an important role in elucidating genetic variation, which may enhance the performance or the efficiency of the strains resulting in improved crop production. The rhizobial genomes that are studied, largely belong to α and β class of Proteobacteria. The average and median genome sizes of rhizobia were reported to be 3.65 Mb and 3.46 Mb, respectively (Dicenzo et al. 2016) which are nearly two-three times larger than other bacterial groups. The rhizobial genomes reflect their ability to adapt in complex conditions, where limited and diverse types of nutrients are available to the rhizobia (Dicenzo et al. 2016). Mostly, the genomes are multipartite, which are split into two or more large self-replicating fragments (replicons). The replicons vary from100 to >2000 kb in size (Geddes et al. 2020). Though the majority of the research works have been associated with the rhizobia of legume crops, there are some genomic data available for the rhizobia in the nonleguminous group which enable us to understand the role of molecular machinery other than nodule formation.
de Souza et al. (2015) reported the genome of Rhizobium sp. UR51a isolated from roots of rice plants which is associated with plant growth-promoting traits such as siderophore, IAA production along with biological nitrogen fixation. The genome analyses revealed the genes for siderophore aerobactin uptake (fhuABCD), genes for biosynthesis of auxin, genes for antioxidant enzymes, antibiotic, and toxic compounds resistance genes. Flores-Félix et al. (2021) isolated Rhizobium laguerreae PEPV16 strain from root nodules of Phaseolus vulgaris and performed genomic analysis. The beneficial traits identified through the analysis have led its application to other vegetables such as carrot and lettuce, subsequently enhancing their growth. The analysis revealed the genomes possess genes related to N-acyl-homoserine lactone (AHL) and biosynthesis of cellulose, genes for quorum sensing, and formation of biofilm. Moreover, the genes related to PGP traits such as phosphate solubilization, indole acetic acid production, siderophore biosynthesis, and nitrogen fixation were also reported from the genome. The content of genes related to amino acids and other associated genes were also present. For the production of cellulose, the presence of bcsA and bcsB genes were reported. Also, a third gene (celC) encoding an endonuclease enzyme, CelC2 has been reported to be associated with the biosynthesis of cellulose, and the formation of biofilm. A gene encoding an N-acyl-l-homoserine lactone (AHL) synthase has been reported to be associated with quorum sensing. For the colonization which mediates the formation of biofilm and attachment to plant surface, many associated genes for motility, chemotaxis, and biosynthesis of EPS have been reported. Moreover, genes that benefit PGP such as phosphate solubilization-related genes that carry out the phosphate solubilization from organic compounds. A siderophore-producing gene that encodes acetyltransferase that is similar to the vbsA gene responsible for the biosynthesis of vicibactin, a siderophore produced in other rhizobial groups is also reported from the genome.
5 Mechanisms of Growth Promotion of Nonlegumes by Rhizobia
Hiltner (1904) termed the soil around the roots as the rhizosphere, where the microbial population is very high (Bodelier et al. 1997). This region is rich in compounds such as amino acids, sugars, vitamins, organic acids, auxins, flavonoids, etc. which are released by the plants. The microbes get attracted by these compounds which are also known as root exudates utilized to the microbial population for their multiplication (Lynch and Whipps 1990; Dakora and Phillips 2002; Somers et al. 2004; Dardanelli et al. 2008, 2010; Raaijmakers et al. 2009). This interaction between plants’ roots and bacteria leads all the exchanges between them and governs beneficial, deleterious, and neutral processes. In other words, those compounds act as chemo-attractants and help the microbial population to communicate with the plants, resulting in successful interaction (Bolton et al. 1986; Dardanelli et al. 2008, 2010). As a result, the competent bacteria which multiply and colonize the rhizosphere are known as rhizobacteria (Antoun and Kloepper 2001). These rhizobacteria often possess beneficial traits which enhance the growth of plants, also known as plant growth-promoting rhizobacteria (PGPR) (Kloepper 1978). These groups of bacteria possess different modes of action; some provide direct nourishment by synthesizing beneficial compounds or through indirect mechanisms helping plants to withstand deleterious effects or pathogen crisis (Glick et al. 1995). Rhizobia are also considered as PGPRs (Chandra et al. 2007), which associate themselves with leguminous as well as nonleguminous plants (Höflich et al. 1994; Noel et al. 1996; Yanni et al. 1997; Antoun et al. 1998; Rodrı́guez and Fraga 1999; Sessitsch et al. 2002). Some of the well-known rhizobial PGPRs belong to genera Allorhizobium, Azorhizobium, Bradyrhizobium, Mesorhizobium, Rhizobium, and Sinorhizobium (Mehboob et al. 2012). These rhizobia benefit the plants in many ways (Fig. 3.1), some of which are mentioned below.
5.1 Direct Mechanisms
The direct mechanism of PGPR shown by various bacterial genera includes phytohormone production, mineral solubilization, nitrogen fixation, siderophore, and HCN production. These mechanisms highly influence the plant growth and result in better crop yield.
5.1.1 Production of Important Compounds
Rhizobia produces lower molecular weight plant hormones (phytohormones) which are known to regulate important physiological and developmental processes during the growth of the plant (Chiwocha et al. 2003). These compounds affect the process of flowering, aging, root and stem development, fruit coloration, formation and shredding of leaves, and many other processes. Some of the important phytohormones are auxins, cytokinins, gibberellins, abscisic acid, indole-3-acetic acid (IAA), and ethylene (Zahir and Arshad 2004; Khalid et al. 2006). The production of these important compounds is an important characteristic of rhizobia (Phillips and Torrey 1970; Hirsch et al. 1997; Law and Strijdom 1988; Atzorn et al. 1988; Minamisawa et al. 1996), and also benefits the nonleguminous category (Biswas et al. 2000; Yanni et al. 2001; Hafeez et al. 2004; Matiru and Dakora 2005a; Mishra et al. 2006; Chandra et al. 2007; Humphry et al. 2007; Pena and Reyes 2007).
The Nod factors produced by rhizobia which are essential in forming nodules in leguminous plants (Buhian and Bensmihen 2018), also play an important role in nonleguminous crops. These Nod factors help in rapid and transient alkalinization of cells of tobacco (Baier et al. 1999), tomato (Staehelin et al. 1994), and restore division of cell and embryonic development in carrot (De Jong et al. 1993), increasing root mass and length (Smith et al. 2002), enhance photosynthate production and yield of grain when sprayed over the surface of leaves (Smith et al. 2001, 2002). It has also been reported to restore cell division and embryogenesis in the plants when auxins and cytokinins are absent (Dyachok et al. 2000). Moreover, in maize and cotton, Nod factors induce the germination of seeds and pitches for early seedling development, at low temperatures. Nod factors also promote colonization of legumes as well as nonlegumes by AM fungi (Xie et al. 1995).
Besides rhizobia produce some signaling compounds such as lumichrome which stimulates growth of plants (Yang et al. 2002; Beveridge et al. 2003; Dakora 2003; Matiru and Dakora 2005b). This compound is also known to help host plants in surviving the water stress by decreasing the leaf stomatal conductance and reduction of water loss via transpiration through the leaves (Phillips et al. 1999). Rhizobia also produce riboflavin which possesses a significant role in plant-microbe interactions (McCormick 1989). It can be further converted to lumichrome, which promotes plant growth.
5.1.2 Production of Enzymes
Ethylene is a hormone that promotes the ripening of fruit, breaks the dormancy of seed, and promotes the formation of root hairs (Dolan 2001). However, its overproduction inhibits the growth of the plant (Li et al. 2018). Rhizobium sp. produces 1-aminocyclopropane-1-carboxylate (ACC) deaminase, which is known to reduce the ethylene levels in plants, by hydrolyzing ACC (the precursor of ethylene) (Walsh et al. 1981; Yang and Hoffman 1984) into ammonia and α-ketobutyrate, then absorbing them as a source of nitrogen and carbon (Honma and Shimomura 1978; Klee et al. 1991). Rhizobia with ACC deaminase activity possess longer roots (Glick et al. 1999) and are known to resist the ethylene stress imposed of heavy metals (Burd et al. 2000), attack of pathogens (Wang et al. 2000), drought stress (Arshad et al. 2008; Zahir et al. 2008), salinity (Mayak et al. 2004; Nadeem et al. 2007; Zahir et al. 2009), and water stress (Grichko and Glick 2001). Thus, impart indirect benefit to the plants.
5.1.3 Production of Siderophore
Siderophores are chelating compounds that are produced by bacteria and supply iron to the plants which is necessary for the synthesis of chlorophyll and also present as co-factors (Rout and Sahoo 2005). It solubilizes ferric iron from the soil and transports it readily into the cells (Neilands 1993). Siderophores contribute the majority of the available iron supply to the plants from the rhizospheric soil (Masalha et al. 2000). Different strains of rhizobia are known to possess siderophore activity in nonlegumes. Rhizobium meliloti (Schwyn and Neilands 1987; Arora et al. 2001), S. meliloti, R. leguminosarum bv. viciae, R. leguminosarum bv. trifolii, R. leguminosarum bv. phaseoli, R. tropici (Chabot et al. 1993; Carson et al. 2000), Rhizobium sp. (Deryło et al. 1994; Antoun et al. 1998), and Bradyrhizobium (Plessner et al. 1993; Jadhav et al. 1994; Dudeja et al. 1997; Antoun et al. 1998) to name a few which produce siderophore for the acquisition of Fe3+ chelation in the iron-deficient environment (Guerinot 1991; Carson et al. 1992; Reigh and O’Connell 1993; Guerinot 1994; Arora et al. 2001).
5.1.4 Solubilization and Uptake of Nutrients
Phosphorus is an important nutrient for plants which is available in soil in two forms, organic and inorganic. Organic phosphates are phosphomonoesters, phosphodiesters (phospholipids and nucleic acids), and phosphotriesters (Rodrı́guez and Fraga 1999). Inorganic forms are apatite, hydroxapatite, and oxyapatite (Rodrı́guez and Fraga 1999; Fernández et al. 2007) which are insoluble. Its deficiency can lead to limited plant growth and low yield (Fernández et al. 2007). Phosphorous remains unavailable for plants due to their immovable nature and depends on oil type as well as pH. Some rhizobia possess the phosphate solubilization ability (both organic and inorganic) which in turn supplies phosphate to the plant (Abd-Alla 1994; Antoun et al. 1998; Dazzo et al. 2000; Alikhani et al. 2007; Afzal and Bano 2008). It was reported that R. meliloti possesses phosphate solubilization activity in nonlegumes to enhance their growth (Egamberdiyeva et al. 2004).
Similarly, supply of other important nutrients such as N, P, K, Ca, Mg, Zn, Na, Mo, and Fe by Rhizobium, R. leguminosarum bv. trifolii, Bradyrhizobium (Khokhar and Qureshi 1998; Biswas et al. 2000; Yanni et al. 2001), K+ and Ca+ in cotton by R. leguminosarum bv. Trifolii (Hafeez et al. 2004), and N, K, Na, Zn, Fe, and Cu in wheat by Rhizobium (Amara and Dahdoh 1995) are some important examples of nutrient supply by rhizobia in nonlegumes.
5.1.5 Amelioration of Different Plant-Stress Conditions
Rhizobial inoculation to nonleguminous plants has yielded promising results in stress amelioration (Silva et al. 2020) as rhizobia help in combating different types of biotic and abiotic stresses. Rhizobial inoculation has resulted in countering water stress in the host plant as reported by several workers (Figueiredo et al. 1999; Alami et al. 2000; Tulumello et al. 2021). Rhizobial inoculation alters the stomatal conductance and transpiration (Matiru and Dakora 2005b), improving photosynthetic capacity (Chi et al. 2005), and also known to alter the morphology of roots which helps in absorbing the nutrients from the soil and also resists drought conditions. Pesticides affects the growth of the plant by disturbing the normal root functioning altering root architecture, sites of rhizobial infection, ammonia transformation, and exchange of compounds between plants and microbes, and also by affecting the microbial population and diversity (al-ani et al. 2019). Kanade et al. (2010) reported the use of rhizobia from the fenugreek plant for the degrading of malathion. Though in other reports, the field results were not found to be very satisfactory and require more research (Gopalakrishnan et al. 2015).
5.2 Indirect Mechanism
This involved the functional role of rhizobacteria in inhibiting the phytopathogens causing disease in plants.
5.2.1 Biocontrol
Biocontrol is the phenomenon by which microbes play an important role to eliminate or reducing the effect of pathogens by secreting various kinds of compounds such as antibiotics, HCN, cell-wall lytic enzymes such as chitinase and glucanase (Chakraborty and Purkayastha 1984; Deshwal et al. 2003; Chandra et al. 2007). Rhizobia possess antagonistic activity against pathogens and also change the level of host susceptibility against a particular pathogen. Different mechanisms are being exhibited by the rhizobia such as competition, antibiosis, or parasitism to eliminate the pathogen. The competition of nutrients between the bacteria and pathogen may also result in the elimination of the pathogen. Rhizobium spp. suppress the disease-causing pathogen by the production of lytic enzymes, antibiotics, and ISR (Volpiano et al. 2019). Siderophore activity plays an important role in starving the pathogen from acquiring iron (Carrillo and Vazquez 1992; Arora et al. 2001). Arora et al. (2001) reported the action of siderophore-producing rhizobia against Macrophomina phaseolina, a disease-causal fungus in more than 500 angiosperm plants. In antibiosis, the rhizobia produce compounds called antibiotics which act as an eliminator to the pathogen. R. leguminosarum bv. trifolii produces trifolitoxin (Schwinghamer and Belkengren 1968; Breil et al. 1993) which is potent enough against many plant and animal pathogens (Triplett et al. 1994). Parasitism includes the elimination of the pathogen with the help of enzymes. For instance, chitinase and glucanase break the cell wall of pathogenic fungi. R. leguminosarum, S. meliloti, and B. japonicum are known to be used against genera Macrophmina, Rhizoctonia, and Fusarium (Ehteshamul-Haque and Ghaffar 1993; Özkoç and Deliveli 2001). S. meliloti and R. trifolii are reported to inhibit F. oxysporum, and rot/knot disease of the root of sunflower and tomato plants (Antoun et al. 1978; Siddiqui et al. 2000; Shaukat and Siddiqui 2003), R. leguminosarum bv. viciae is known to control Pythium that causes damping-off of sugar beet (Bardin et al. 2004), M. loti inhibits the growth of Sclerotinia sclerotiorum (Chandra et al. 2007), B. japonicum controls root rot of mustard and sunflower and may decrease the sporulation of Phytophthora megasperma, Pythium ultimum, Fusaruim oxysporum, and Ascochyta imperfecta (Tu 1978, 1979; Ehteshamul-Haque and Ghaffar 1992, 1993; Siddiqui et al. 2000). Long back, R. meliloti was reported to control root-knot phytoparasitic nematode in okra (Parveen and Ghaffar 1991; Parveen et al. 1993; Ehteshamul-Haque et al. 1996).
5.2.2 Change in Host Susceptibility
The microbes often induce resistance in plants (Van Loon 2007), and the process by which resistance is incurred in the plants is known as induced systemic resistance (ISR). Rhizobia can limit the effect of the pathogen through the induction of plant defense mechanisms (Abdel-Aziz et al. 1996). ISR system is adopted by rhizobia for controlling many fungal pathogens of nonlegumes such as sunflower, okra, and soybean (Ehteshamul-Haque and Ghaffar 1993; Nautiyal 1997). Rhizobia have been reported to produce several biostimulatory agents (Yanni et al. 2001; Peng et al. 2002; Mishra et al. 2006; Singh et al. 2006), eliciting ISR in the plants. Rhizobium etli was reported to induce ISR in the roots of potato through a special transduction pathway that protects against Globodera pallida (Reitz et al. 2000). R. leguminosarum bv. phaseoli and R. leguminosarum bv. trifolii inoculations induce increased synthesis of phenolic compounds in rice plants which mediates ISR and provides bioprotection to the plants against pathogens (Mishra et al. 2006). Mesorhizobium sp. Showed increased growth and defense against Sclerotium rolfsii infection (Singh et al. 2014).
5.2.3 Microbe-Microbe Interaction
The qualities of rhizobia as PGPR can further be enhanced with the addition of one or more bacterial cultures, thus a consortium with other PGPR can prove much beneficial. It was reported that using multiple cultures of PGPR promote the yield of nonlegumes like sorghum (Alagawadi and Gaur 1988), rice barley (Belimov et al. 1995; Höflich et al. 1994), rice (Yanni et al. 1997), maize (Chabot et al. 1993), and wheat (Galal 2003). Nitrogen-fixing bacteria like rhizobia along with other PGPRs are highly beneficial to the crop (Şahin et al. 2004). Sheikh et al. (2006) studied the beneficial traits of using R. meliloti and B. thuringiensis in okra plants which resulted in better plant growth and performance against fungal pathogens. Han and Lee (2005) reported better growth of lettuce while using co-inoculation of Serratia sp. And Rhizobium together. Moreover, in degrading soil environments, use of AM fungi, rhizobia, and other PGP strains have been very successful in uplifting the quality of soil (Requena et al. 1997). Also, inoculation of rhizobia can modulate the rhizospheric microbial community, thus improving the soil health and thus growth of the plant (Xu et al. 2020).
5.2.4 Increase of Root Adhering Soil
Root adhering soil (RAS) is very important to plants as this region provides water and other nutrients. Two types of such soil exist namely loosely adhering and closely adhering. The soil around the root is much important to the plant as it supports the plant (Dobbelaere et al. 2003). This is the region where the microbial activity is much higher, results in an exchange of several beneficial compounds. Rhizobia-producing exopolysaccharides (EPS) are of great importance which increase soil aggregation (Martens and Frankenberger 1993), and also trap moisture, and other essential nutrients (Alami et al. 2000). Thus, EPS improves RAS and contributes to soil aggregation (Kaci et al. 2005).
6 Nitrogen Fixation in Nonlegumes
BNF in the nonleguminous plants by symbiotic rhizobia has been relatively less studied. Fixation of nitrogen by different rhizobia which form exogenous or endogenous symbiosis in nonleguminous plants has been reported by some of the scientists. Werner (1992) reported Rhizobium genus to form nodule-like structures in Parasponia and similarly fix N2 as in leguminous plants. Rhizobium parasponium and Bradyrhizobium were reported to form nodules in oilseed plants (Cocking et al. 1992). Structures like nodules, galls, or root outgrowths have been observed in many nonleguminous plants such as rice, oilseed, Arabidopsis thaliana (Al-Mallah et al. 1989, 1990; Bender et al. 1990; Rolfe and Bender 1990; Jing et al. 1990, 1992; Li et al. 1991; Ridge et al. 1992; Spencer et al. 1994; De Bruijn et al. 1995; Trinick and Hadobas 1995). Velázquez et al. (2005) reported the presence of both symbiosis and pathogenicity-related genes Rhizobium rhizogenesi, which help to form nodule-like structures in different plants. Rhizobium inoculation enables nitrogen fixation in wheat was reported by Chen et al. (1991), Yu and Kennedy (1995), and Cocking et al. (1995). Azorhizobium caulinodans was reported to increase dry weight and nitrogen content resulting from nitrogenase activity when inoculated in wheat, further validating BNF in nonlegumes (Sabry et al. 1997). Nitrogenase activity was observed after inoculation of A. caulinodans in rice plants (Naidu et al. 2004). It was suggested that the endophytic nature of particular rhizobia should be active for effective nitrogen fixation with nonlegumes. Diverse genera like Azoarcus sp., Burkholderia sp., Gluconacetobacter diazotrophicus, and Herbaspirillum sp. Were reported to have the nitrogen-fixing ability as endophytes (Vessey 2003). Verma et al. (2004) reported higher nitrogen fixation in rice plants inoculated with Ochrobactrum sp. Moreover, various attempts have been made by using the latest techniques to incorporate the BNF by rhizobia in nonleguminous plants through genetic engineering but with limited success (Saikia and Jain 2007).
7 Application of Rhizobia with Nonlegumes
Rhizobia as a PGPR have multiple practical applications associated with it. Rhizobia are mostly known for its biofertilizer property, biocontrol ability, phytoremediation, and stress regulating properties (Kumari et al. 2019). Biofertilizer increases the growth of the plant through multiple mechanisms such as nitrogen fixation, releasing compound which helps in the growth of the plant, by increasing the availability of nutrients (Cocking 2003). The biofertilizer supplies or mobilizes the important compounds with minimal resources. These properties were reported from rhizobia while using it as a biofertilizer (Bardin et al. 2004; Chi et al. 2005). These biofertilizers are cost-effective and environment-friendly alternative to chemical fertilizers. Rhizobia are used as commercial biofertilizers in various nonlegumes for enhancing their growth and yield (Perrine et al. 2001; Hussain et al. 2009). Such rhizobial biofertilizer strains have been known to compete with the pathogen (Arora et al. 2001), secrete metabolites such as antibiotics (Deshwal et al. 2003), produce enzymes for cell wall lysis (Özkoç and Deliveli 2001), siderophore activity (Deshwal et al. 2003), HCN production (Chandra et al. 2007), and also reported inducing ISR (Singh et al. 2006). Many PGPR strains including rhizobia are reported for their biocontrol ability (Reitz et al. 2000; Bardin et al. 2004; Chandra et al. 2007). B. japonicum, R. meliloti, and R. leguminosarumi are used against M. phaseolina, R. solani, Fusarium solani, and F solani (Ehteshamul-Haque and Ghaffar 1993); M. loti against white rot disease of Brassica campestris (Chandra et al. 2007); R. leguminosarum bv. Phaseoli and R. leguminosarum bv. Trifolii against R. solani in rice plants (Mishra et al. 2006).
PGPR are also known for its usefulness in phytoremediation (Khan et al. 2009; Glick 2010). Apart from plant-microbe interactions, phytoremediation largely depends on several abiotic and biotic factors such as soil physicochemical properties, nutrient availability, water content, type, and concentration of contaminants (Thijs et al. 2017). Efficient phytoremediation depends on the growth and survival of both plant and active rhizospheric microbiome in polluted soil. Heavy contamination restricts the microbial population due to its toxic nature (Cook and Hesterberg 2013). It becomes more potent when used in conjunction with a plant, increasing the availability and mobility of pollutants, and also acidifies the targeted contaminants, along with phosphate solubilization and release of chelating agents in addition to enhancing plant growth (Abou-Shanab et al. 2003; Höflich et al. 1994; Noel et al. 1996; Yanni et al. 1997; Dazzo et al. 2000; Arora et al. 2001; Özkoç and Deliveli 2001; Dakora 2003; Matiru et al. 2005; Van loon 2007). Fagorzi et al. (2018) emphasized the advantage of using rhizobia in phytoremediation techniques of heavy metals.
Drought stress is one of the most important limiting factors for plant growth which can ultimately affect agricultural crop yields (García et al. 2017; Khan et al. 2018). Drought tolerance can be regulated by the production of ethylene, ACC deaminase, IAA, cytokinin, EPS, and antioxidant production (Joshi et al. 2019). Due to high salt concentration, soil become dry and thus plants are unable to uptake the water and also a high level of salt toxicity for plant cell (Kumar et al. 2019). Salt-resistant rhizobial strains can survive under osmotic stress (Irshad et al. 2021). Recent research on PGPR suggested that some of the strains can produce heat-/cold-resistant proteins which can enhance the thermal tolerance in plants (Ali et al. 2009). Alexandre and Oliveira (2013) discussed the physiology of rhizobia under thermal stress. There are several reports on ACC-deaminase producing root-nodulating rhizobia such as Rhizobium leguminosarum and Mesorhizobium loti (Belimov et al. 2001, 2005; Ma et al. 2003; Sullivan et al. 2002) helping the plant to cop stress. These beneficial rhizobia are being used in different nonlegume crops as mentioned in Table 3.1.
Currently, various rhizobial biofertilizers are commercially available in the Indian as well as global market. The formulation of biofertilizers can be solid carrier-based (organic and inorganic), liquid-based (with or without additives), synthetic polymer-based, and metabolite-based formulations. The solid carrier materials are coal, coconut shell, wheat straw, cellulose, charcoal, etc. Using solid carrier-based formulation provides easy storage, application, and handling of the biofertilizers. Whereas liquid-based formulations are more useful for the legume plants during their sowing in large fields (Arora et al. 2017). A brief summary on crops like rice, wheat, and maize is further discussed.
7.1 Rice (Oryza sativa)
Rhizobia are known to improve the growth and yield of rice plants. There are several reports of rhizobial inoculation enhancing the growth of rice plants (Peng et al. 2002; Yanni et al. 2001; Chaintreuil et al. 2000; Matiru and Dakora 2004; Singh et al. 2005; Bhattacharjee et al. 2008; Senthilkumar et al. 2008). Naidu et al. (2004) reported the increased growth and yield of rice after rhizobial inoculation. Colonization of rice was checked by Chi et al. (2005), who reported increased root and shoot biomass followed by a rate of photosynthesis, stomatal conductance, transpiration rate, efficiency in water utilization, and increased area of flag leaves when inoculated with rhizobia. Singh et al. (2005) reported increased biomass and grain yield of rice due to the application of three rhizobial strains. These rhizobial strains are potent enough to colonize the rice plants and exhibit different PGP characteristics (Yanni et al. 1997). Biswas et al. (2000) studied rhizobial isolates from different legumes and their application in rice plants, resulting increased grain (8–22%), the yield of straw (4–19%), nutrients N, P, K (10–28%), and Fe uptake (15–64%). Rhizobial strains significantly contributed to the increased vigor of rice seedlings, growth physiology, and modulate root morphology (Mehboob et al. 2012).
7.2 Wheat (Triticum aestivum)
Rhizobia colonize endophytically in wheat and result in various growth and yield promotion (Sabry et al. 1997; Biederbeck et al. 2000). Webster et al. (1997) reported A. caulinodans inoculation elicits lateral roots in the wheat plants. R. leguminosarum bv. Trifolii is reported to increase shoot length in the wheat (Höflich 2000). Anyia et al. (2004) observed inoculation of A. caulinodans enhances increased grain yield and total biomass by 34% and 49%, respectively and also larger leaf surface area. Amara and Dahdoh (1995) discussed Rhizobium inoculation resulted in a high yield of grains as compared to control. Kaci et al. (2005) studied the inoculation of Rhizobium in wheat, increased shoot dry mass (85%), root dry mass (56%), root adhering soil (RAS) dry mass (dm) per root dm (RAS/RT) up to 137%, and aggregate water stability in RAS with its EPS-producing property. Similarly, Afzal and Bano (2008) reported rhizobia along with other PGPR considerably enhance the grain yield of wheat.
7.3 Maize (Zea mays L.)
Rhizobia are also reported to increase the yield of maize. Though they do not contribute to the nitrogen-fixing element (Höflich et al. 1994), inoculation of R. etli has resulted in increased dry matter (Martínez-Romero et al. 2000). Chabot et al. (1998) reported rhizobial inoculation under P-deficient and P-rich soils has resulted in better growth of maize. Höflich (2000) reported R. leguminosarum bv. Trifolii strain promotes the growth of maize in both greenhouse and field trials. Shakhawat Hossain and Mårtensson (2008) reported rhizobial inoculation enhanced shoot and root dry weight of maize plants. Mehboob et al. (2008) reported inoculation of Rhizobium phaseoli has resulted in increased root length, shoot length, and seedling biomass as compared to uninoculated control. Rhizobia with multiple PGP traits have to increase the dry matter of shoots after inoculation (Chabot et al. 1993).
7.4 Other Crops
Other than above crops, the application of rhizobia as PGPR has also been tested in cotton plants with R. meliloti, which resulted in increased yield (Egamberdiyeva et al. 2004). Hafeez et al. (2004) reported increased seedling emergence, shoot dry weight, biomass, and nitrogen uptake after inoculation with various rhizobia strains. B. japonicum, A. caulinodan, Rhizobium, Rhizobium, S. meliloti, R. leguminosarum bv. Viceae, and R. leguminosarum bv. Viceae have been reported to promote the growth and yield of sorghum, millet, and sudangrass (Matiru et al. 2005). Chabot et al. (1993) examined increased growth of lettuce after application of rhizobial strains. Noel et al. (1996) observed inoculation of R. leguminosarum resulted in increased growth of lettuce. Along with growth promotion, biocontrol activity of rhizobia has also been reported from B. japonicum and R. leguminosarumi against M. phaseolina, R. solani, and Fusarium spp. Causing disease in sunflower and okra plants (Ehteshamul-Haque and Ghaffar 1993). Sheikh et al. (2006) used R. meliloti and B. thuringiensis against M. phaseolina, R. solani, and Fusarium spp. In okra plants. Moreover, EPS-producing Rhizobium strain plays a role in PGP, mediates water stress, and also supplies water in sunflower plants (Alami et al. 2000). Peix et al. (2001) reported Mesorhizobium mediterraneum enhances the growth of barley, while Humphry et al. (2007) observed the effect of R. radiobacter strain in barley plants. Application of B. japonicum in radish induces plant dry matter (Antoun et al. 1998). Chandra et al. (2007) reported enhanced seed germination, early vegetative growth, and yield of Indian mustard (Brassica campestris) by M. loti. It was also reported that the use of multiple strains of PGPR is more beneficial than using single culture of rhizobia for growth promotion (Akintokun and Taiwo 2016).
8 Rhizobial Bioengineering
The competitiveness of rhizobia in various types of soil can be by increasing their multiplication in the specific environment or through modifying the signal mechanism of the competitive microbes which in turn disrupts the normal functioning of the introduced microbes (Savka et al. 2002). As we know for a successful interaction, the soil of a particular environment, associated microbes, and the plant are interlinked. Altering, one of them can be beneficial for the colonization of the target rhizobia. The genetic aspect is always important which governs the competitive nature of the target bacteria. Several studies have underlined the causative genes, their deficit leads to limited or less competitiveness. However, the study of genes that might increase the competitive nature is yet to be determined (Geetha and Joshi 2013). Some successful techniques for manipulating the genes are to construct chimeric Nif HDK operon under NifHc promoter and expression in PHB negative mutants of R. etli (Peralta et al. 2004), to develop an acid-tolerant R. leguminosarum bv. Trifolii strain (Chen et al. 1991), to express the ACC deaminase gene in S. meliloti (Ma et al. 2004), overexpression of putA gene (Van Dillewijn et al. 2001), overexpression of trehalose 6-phosphate synthase gene (Suárez et al. 2008), overexpression of rosR and pssR genes (Janczarek et al. 2009), heterologous expression of ferrichrome siderophore receptor fegA and fhuA genes (Joshi et al. 2008; Geetha et al. 2009; Joshi et al. 2009), and overproduction of the adhesion rap1 (Mongiardini et al. 2009). Also introducing the property to utilize diverge nature of siderophore into the bacterial inoculants further enhances the root colonization ability and biofilm formation. Though the nifH genes are critical for competitiveness, the genes of iron up-taking are equally important. Through genome analysis, it was established that TonB-dependent siderophore receptors are important in iron uptake and are not adequately present naturally in the rhizobia (Joshi et al. 2009). Among rhizobia, Bradyrhizobium possesses the most TonB receptor and hence their accumulation and competitive nature are higher than other rhizobia groups (Hume and Shelp 1990). Also, some FhuA homologs are present in the inner membrane, possess similar functioning to FhuE (rhodotorulic acid and coprogen receptor) and IutA (aerobactin receptor) (Streeter 1994). The receptors work in combination with FhuBCD (ferrichrome system), suggest the transport of ferric siderophores through the inner membrane is more specific than the outer membrane, resulting in a lesser number of periplasmic and cytoplasmic membrane proteins present in the inner membrane (Stevens et al. 1999). Thus, the increase of repertoire of outer membrane siderophore receptors could enable rhizobial isolates to enhance iron uptake and colonization in different environments (Geetha and Joshi 2013). The BNF can be made more efficient by accelerating the delivery of electrons required for catalyzing the biochemical reaction performed by nitrogenase enzyme. This is by overexpressing the set of nif and fix groups of genes (Goyal et al. 2021). Moreover, the structurally similar genes such as Nod and Myc factors are responsible for activating the signaling pathway during mycorrhizal symbiosis in various crops (Maillet et al. 2011). The modulation of nod factors for activating the mycorrhizal symbiosis signaling pathway which activates the modified nodulation-related genes has been reviewed in nonlegumes (Rogers and Oldroyd 2014). As such, a transgenic rice plant exhibiting root deformation similar to initial nodule formation in legumes through expressing legume-specific nodulation (Nod) factor receptor protein genes suitably responded to the rhizobial Nod factors (Altúzar-Molina et al. 2020) but more alteration is to be paid in carrying out the similar work on the crops.
9 Challenges and Limitations
Though in many instances, rhizobia act as a potential PGPR and enhance the quality of applied crops, sometimes it also turns harmful to the plant. Though such phenomenon may be caused due to noncompatibility of the plant with an interacting microbe or the applied inoculant may lead to overproduction of certain harmful compounds. This phenomenon leads to deleterious effects on the plant (Alström 1991). Some PGP traits such as IAA, HCN, etc. are proved better for the plants when released in low concentration, but are harmful to the plant at supra-optimal concentration (Antoun et al. 1998; Alström and Burns 1989; O’Sullivan and O’Gara 1992). Perrine et al. (2001) reported the harmful nature of auxin and nitrate when available in high concentrations. Further, the growth inhibitors produced by the rhizobial strain proved harmful to the plant (El-Tarabily et al. 2006). Other factors, such as the plant-microbe or microbe-microbe interaction, where the inoculated PGPR may not be competent enough to bend with the native microbial flora led to undesired results (Antoun et al. 1998). It is also stated that the soil, pH, and environmental factors also play multifarious role in the plant-microbe interaction (Lynch 1990a, b; O’Sullivan and O’Gara 1992; Hilali et al. 2001).
To evaluate rhizobia as PGPR, and to develop it on a mass scale, requires a considerable amount of time and require various steps. To develop an effective biofertilizer, we must aim to evaluate the developmental processes, the policymakers, associated industries, research, and tie-ups with educational institutions. All should work collaboratively and must be implemented as per guidelines. The field-oriented research carried out must be readily made available to the public domain. The commercialization of the outcome of the conducted work should be more encouraged and technology be transferred to the industries. There are some limitations and associated disadvantages which are suggested below.
9.1 Limitation in Field Application
Rhizobial application as PGPR in greenhouse or laboratory trials showed optimistic outcomes. But the growth conditions in greenhouses can be controlled and adjustable to the favorable growing requirement of the crop throughout the season (Paulitz and Bélanger 2001). Thus, achieving such controlled field trials is not possible as several biotic and abiotic factors influence crop developments. Also, the abundance of indigenous microorganisms is more pronounced in field soil which can alter or affect the proliferation of applied PGPR strains. Knowledge and research are required for the successful application of rhizobia in the field. The proper timing of inoculation, types of crops, mutual interactions between host plant and microbes, bioformulation of rhizobial strains, the concentration of inoculum applied, and management of crops can ensure the growth support, augmentation, and bioactivity of PGPR in field practices (Bowen and Rovira 1999; Gardener and Fravel 2002; Mansouri et al. 2002). However, recent approaches such as rhizosphere engineering and improved carrier techniques can overcome the limitations of rhizobial field applications (Date 2001; Yardin et al. 2000).
9.2 Selection and Characterization
Major challenges in rhizobial product application are the screening of potential microbial strains and its bioformulation process (Kumari et al. 2019). For the selection and screening of the most promising strains, plant adaptions to particular soil types, root exudates, and surrounding ecological environmental status play a vital role (Bowen and Rovira 1999). Various approaches include the use of enrichment medium for the selection of need-based indigenous N-fixing bacteria from the rhizosphere. Another application of the spermosphere model is where plant root exudates use as a sole nutrient source for the proliferation of rhizosphere bacteria (Joshi et al. 2019). The selection of microbial populations based on their phosphate solubilizing, siderophore, and antibiotic production abilities (Weller et al. 2002; Silva et al. 2003) with other beneficial traits are most desirable.
9.3 Limitations in Commercialization
Slow growth in commercialization is due to a lack of knowledge among farmers. The field trainers and farmers must be educated about the beneficial role of rhizobial inoculants, its bioformulation, and its economical acceptability to the diverse genera (Kumari et al. 2019). Several factors are to be considered before the commercialization of the PGPR. These include large-scale production of strains, shelf-life compatibility, temperature tolerance, eco-friendly economic which does not impart toxicity or pathogenicity to human and animal should be measured before marketing (Joshi et al. 2019).
10 Rhizobia and Omics Technologies
Didier Raoult and Jean-Christophe Lagier coined the word culturomics to describe an approach for bringing more bacterial isolates from environmental microbiomes into laboratory culturing (Lagier et al. 2018). PCR amplification of the ubiquitous 16S ribosomal RNA (rRNA) has been used to identify bacterial isolates in conjunction with these culture techniques (Turner et al. 2013). Despite its significance, "culturomics" has many limitations, the most notable of which is the still limited ability for cultivating some bacterial taxa. Now a days, the culturome (strains that can be cultured in the laboratory) does not represent the entire microbiome (Martiny 2019; Steen et al. 2019). The genus Rhizobium is found in the core microbiome of many plants (Oberholster et al. 2018; Pérez-Jaramillo et al. 2019). Besides next-generation sequencing (NGS), the classification, platforms like Illumina and PacBio are essential for analyzing the genomes of Rhizobium species (Ormeno-Orrillo et al. 2015; González et al. 2019). Some studies have already used PacBio to generate genomes of novel species, such as Rhizobium jaguaris CCGE525T isolated from Calliandra grandiflora nodules (Servín-Garcidueñas et al. 2019), or to complete genome sequences, such as Rhizobium sp. strain 11515TR from tomato rhizosphere (Montecillo et al. 2018). Irar et al. (2014), on the other hand, described a proteomic approach to the nodule response to drought in Pisum sativum. Plants were inoculated with R. leguminosarum strains and cultivated in "normal well-irrigated" conditions and the other was impacted by a drought. The results showed a total of 18 proteins expressed during a period of drought: Rhizobium leguminosarum encodes 11 genes, and Pisum sativum encodes seven nodule proteins. These proteins have such a relation to RNA-binding proteins, flavonoid metabolism, and sulfur metabolism. All of the data gave a new goal for improving legume drought tolerance. Despite the relevance of these techniques, the scientists used model organisms such as Sinorhizobium or Bradyrhizobium species for their research. By using nuclear magnetic resonance, researchers were able to detect the exo-metabolomes generated by Rhizobium etli CFN42T, Rhizobium leucaenae CFN299T, Rhizobium tropici CIAT899T, and Rhizobium phaseoli Ch24-10 from free-living culture (Montes-Grajales et al. 2019), except the culture supernatant of R. tropici CIAT 899T none of them contained ornithine. This chemical has been linked to symbiotic efficiency as well as resilience to stress conditions like acidity (Rojas-Jiménez et al. 2005; Vences-Guzmán et al. 2011).
11 Rhizobium in Microbiome of Nonlegumes
The omics-based research revealed that the orderis a keystone taxon in a variety of settings, including forests, agricultural land, Arctic and Antarctic ecosystems, polluted soils, and plant-associated microbiota (Banerjee et al. 2018; LeBlanc and Crouch 2019). These habitats identify Rhizobium as a keystone taxon in the core microbiomes of several plant crops rhizospheres, including tropical crops, e.g., sunflower and sorghum (Bulgarelli et al. 2015; Yeoh et al. 2017; Oberholster et al. 2018), as well as their well-known presence and functions in the legume nodule microbiome (Velázquez et al. 2019; Zheng et al. 2020). In long-term experiments, several genera from the order Rhizobiales that are closely related to Rhizobium, such as Agrobacterium, Bradyrhizobium, and Devosia have been identified to be part of the maize rhizospheric core microbiome (Walters et al. 2018). Members of the Rhizobiaceae family and certain other Rhizobiales members appeared to be part of the heritable component of the maize rhizosphere microbiome. Several reports have been published in recent years about the occurrence of Rhizobium and related taxa in the rhizosphere, endosphere, and phyllosphere of nonleguminous crops. This is due to the interest in the investigation of agricultural microbiomes with the goal of discovering native rhizobial and nonrhizobial bacteria that may be endophytes to create benefits in nonlegume crops, being friendly with the indigenous microbiomes (Menéndez and Paço 2020).
Further, nonleguminous crops inhabit Rhizobium, also fix nitrogen within legume nodules, and other endophytic diazotrophs (Yoneyama et al. 2017, 2019). Using nifH gene amplification and cloning from various sources, some studies reported the presence of Rhizobium sp. in the roots and stems of maize plants grown in fields (Roesch et al. 2008), R. etli in the roots of one cultivar of sorghum grown with low and high nitrogen fertilizer doses (Rodrigues Coelho et al. 2008), while, R. leguminosarum applied in sweet potato tubers (Terakado-Tonooka et al. 2008), R. helanshanense in switchgrass roots and shoots (Bahulikar et al. 2014), and R. daejeonense in sugarcane stems and roots in Japan and Brazil (Thaweenut et al. 2011). Lay et al. (2018) used NGS approaches to compare the rhizosphere and endosphere of canola, pea, and wheat grown on the Canadian prairies. On the other hand, R. leguminosarum was detected in varying degrees of abundance in the endospheres and rhizospheres of the three crops; however, similar members of the Rhizobiaceae family, such as Agrobacterium sp., were associated with the endospheres of canola and wheat, but not in case of pea (Lay et al. 2018). Essel et al. (2019) investigated the selection of appropriate agronomic procedures for isolation of rhizobia from rhizospheric soils of rotationally farmed wheat and pea. This indicates that Rhizobium is more prevalent in soils that are closely linked to the roots, revealing the specialized functioning of genus Rhizobium with crops. Rhizobium was identified as a prominent OTU among other diazotrophs in rice fields (Jha et al. 2020). Other related OTUs, such as unclassified Rhizobiales and unclassified Rhizobiaceae, as well as other rhizobia OTUs, were also detected with a lower prevalence. The inclusion of a R. leguminosarum strain as an inoculant with or without a low dosage of urea fertilizers lowered the OTU richness; Rhizobium remained a relevant OTU, but other α-Proteobacteria OTUs were less prevalent. Nonetheless, the beneficial effects of inoculation and inoculation + low dose of N showed enhanced rice growth and yield, implying that the communities are not negatively affected by selective dosage of chemical fertilizers and adaptive fertilizer adaptive nature of rhizobia explored.
The majority of the nonlegume researched are cereals, although, work also conducted on the microbiomes of vegetable plants, trees, and shrubs. Member of genus Rhizobium and related genera were reported from those microbiomes which indicates their relevance in plant growth promotion and biocontrol measures. Rhizobium spp. were found in bulk and rhizospheric soils of cucumber plants (Jia et al. 2019). Marasco et al. (2013) identified several Rhizobium species in grapevine roots, both in the rhizosphere and in the interior tissues, using DGGE rather than amplicon sequencing or metagenomics. Members of the Allorhizobium–Rhizobium/ParaRhizobium–Rhizobium complex were only discovered in Xylella-infected and Xylella-uninfected olive trees of the variety "Leccino" (tolerant to Xylella infection). This was relevant after using NGS in the phyllosphere and endosphere of leaves and branches (Vergine et al. 2019). Rhizobium was detected in the resistant cultivar but not in the susceptible cultivar, implying that this taxon may have a role in this cultivar's resistance to infections. Recently, Wang et al. (2020) identified Rhizobium as a key bacterial genus in the microbiome of rice root and shoot.
12 Conclusion and Future Aspect
The rhizobia can benefit the nonlegumes as well as the legume plants. The compounds released or secreted by rhizobia are beneficial to both the category of plants alter their environment with the help of these compounds. With the advent of new technology, the plant-microbe interaction is better understood and more research allows us to predict the exact requirement of both the plant and microbe. With the positive interaction, the microbe may fix atmospheric N2, release phytohormones, increasing the immunity of the plant against different stress. It also allows the plant to blend in a new environment, altering rhizospheric microflora. The goal is to achieve and identify beneficial communities which not only save time but are also cost-effective. Therefore, with the new technologies, more research has to be done emphasizing the genetic aspect, molecular biology, and ecology of the rhizobia and better understanding of nonleguminous plants for improving the productivity, to attain useful rhizobia for sustainable agriculture. The futuristic focus should be to understand the signaling mechanisms between rhizobia and nonlegume plants and the process of colonization, to exhibit synergistic effect between host plant and rhizobia, to genetically modify the partners for better co-operation, the use of crop-specific promoters per the environment or soil type, selecting mutant types with better growth traits. Also focus should be there to use of multiple beneficial nitrogen-fixing strains benefited to diverse germ plasm of nonlegume crops so as to achieve sustainable goal in agroecological practices.
References
Abd-Alla MH (1994) Use of organic phosphorus by Rhizobium leguminosarum biovarviceae phosphatases. Biol Fertil Soil 18(3):216–218
Abdel-Aziz RA, Radwan SMA, Abdel-Kader MM, Barakat MIA (1996) Biocontrol of faba bean root-rot using VA mycorrhizae and its effect on biological nitrogen fixation. Egypt J Microbiol (Egypt)
Abou-Shanab RA, Angle JS, Delorme TA, Chaney RL, Van Berkum P, Moawad H et al (2003) Rhizobacterial effects on nickel extraction from soil and uptake by Alyssum murale. New Phytol 158(1):219–224
Afzal A, Bano A (2008) Rhizobium and phosphate-solubilizing bacteria improve the yield and phosphorus uptake in wheat (Triticum aestivum). Int J Agric Biol 10(1):85–88
Ahmad E, Khan M, Zaidi A (2013) ACC deaminase producing Pseudomonas putida strain PSE3 and Rhizobium leguminosarum strain RP2 in synergism improves growth, nodulation and yield of pea grown in alluvial soils. Symbiosis 61(2):93–104
Akintokun AK, Taiwo MO (2016) Comparison of single culture and the consortium of growth-promoting rhizobacteria from three tomato (Lycopersicon esculentum Mill) varieties. Adv Plants Agric Res 5(1):00167
Alagawadi AR, Gaur AC (1988) Associative effect of Rhizobium and phosphate-solubilizing bacteria on the yield and nutrient uptake of chickpea. Plant Soil 105(2):241–246
Alami Y, Achouak W, Marol C, Heulin T (2000) Rhizosphere soil aggregation and plant growth promotion of sunflowers by an exopolysaccharide-producing Rhizobium sp. strain isolated from sunflower roots. Appl Environ Microbiol 66(8):3393–3398
Alexandre A, Oliveira S (2013) Response to temperature stress in rhizobia. Crit Rev Microbiol 39(3):219–228
Ali SZ, Sandhya V, Grover M, Kishore N, Rao LV, Venkateswarlu B (2009) Pseudomonas sp. strain AKM-P6 enhances tolerance of sorghum seedlings to elevated temperatures. Biol Fertil Soil 46(1):45–55
Alikhani HA, Saleh-Rastin N, Antoun H (2007) Phosphate solubilization activity of rhizobia native to Iranian soils. In: Velázquez E, Rodríguez-Barrueco C (eds) First international meeting on microbial phosphate solubilization. Developments in plant and soil sciences, vol 102. Springer, Dordrecht, pp 35–41
Al-Mallah MK, Davey MR, Cocking EC (1989) Formation of nodular structures on rice seedlings by rhizobia. J Exp Bot 40(4):473–478
Al-Mallah MK, Davey MR, Cocking EC (1990) Enzyme treatment, PEG, biotin and mannitol, stimulate nodulation of white clover by Rhizobium trifolii. J Plant Physiol 137(1):15–19
Alström S (1991) Induction of disease resistance in common bean susceptible to halo blight bacterial pathogen after seed bacterization with rhizosphere pseudomonads. J Gen Appl Microbiol 37(6):495–501
Alström S, Burns RG (1989) Cyanide production by rhizobacteria as a possible mechanism of plant growth inhibition. Biol Fertil Soil 7(3):232–238
Altúzar-Molina A, Lozano L, Ortíz-Berrocal M, Ramírez M, Martínez L, de Lourdes Velázquez-Hernández M et al (2020) Expression of the legume-specific nod factor receptor proteins alters developmental and immune responses in rice. Plant Mol Biol Reporter 38(2):262–281
Amara MA, Dahdoh MSA (1995) Effect of inoculation with plant-growth promoting rhizobacteria, PGPR on yield and uptake of nutrients by wheat grown on sandy soil. In: 5th. National Congress on Bio-Agriculture in Relation to Environment, Cairo (Egypt) 20–21 Nov 1995
Antoun H, Kloepper JW (2001) Plant growth-promoting rhizobacteria (PGPR). In: Brenner S, Miller JH (eds) Encyclopedia of genetics. Academic Press, New York, pp 1477–1480
Antoun H, Prevost D (2000) PGPR activity of Rhizobium with non-leguminous plants. In: Proceedings of the 5th international PGPR workshop. Villa Carlos Paz, Córdoba, Argentina, p 62
Antoun H, Bordeleau LM, Gagnon C (1978) Antagonisme entre Rhizobium meliloti et Fusarium oxysporum en relation avec l’efficacité symbiotique. Can J Plant Sci 58(1):75–78
Antoun H, Beauchamp CJ, Goussard N, Chabot R, Lalande R (1998) Potential of Rhizobium and Bradyrhizobium species as plant growth-promoting rhizobacteria on non-legumes: effect on radishes (Raphanus sativus L.). In: Hardarson G, Broughton WJ (eds) Molecular microbial ecology of the soil. Developments in plant and soil sciences, vol 83. Springer, Dordrecht, pp 57–67
Anyia AO, Archambault DJ, Slaski JJ (2004) Growth promoting effects of the diazotroph Azorhizobium caulinodans on Canadian wheat cultivars. In: Proceedings of the 4th International Crop Science Congress, Brisbane, Australia, pp 201–202
Arora NK, Kang SC, Maheshwari DK (2001) Isolation of siderophore-producing strains of Rhizobium meliloti and their biocontrol potential against Macrophomina phaseolina that causes charcoal rot of groundnut. Curr Sci 81:673–677
Arora NK, Verma M, Mishra J (2017) Rhizobial bioformulations: past, present and future. In: Mehnaz S (ed) Rhizotrophs: plant growth promotion to bioremediation. Microorganisms for sustainability, vol 2. Springer, Singapore, pp 69–99
Arshad M, Shaharoona B, Mahmood T (2008) Inoculation with Pseudomonas spp. containing ACC-deaminase partially eliminates the effects of drought stress on growth, yield, and ripening of pea (Pisum sativum L.). Pedosphere 18(5):611–620
Atzorn R, Crozier A, Wheeler CT, Sandberg G (1988) Production of gibberellins and indole-3-acetic acid by Rhizobium phaseoli in relation to nodulation of Phaseolus vulgaris roots. Planta 175(4):532–538
Bahulikar RA, Torres-Jerez I, Worley E, Craven K, Udvardi MK (2014) Diversity of nitrogen-fixing bacteria associated with switchgrass in the native tallgrass prairie of Northern Oklahoma. Appl Environ Microbiol 80(18):5636–5643
Baier R, Schiene K, Kohring B, Flaschel E, Niehaus K (1999) Alfalfa and tobacco cells react differently to chitin oligosaccharides and Sinorhizobium meliloti nodulation factors. Planta 210(1):157–164
Banerjee S, Schlaeppi K, van der Heijden MG (2018) Keystone taxa as drivers of microbiome structure and functioning. Nat Rev Microbiol 16(9):567–576
Bao Z, Okubo T, Kubota K, Kasahara Y, Tsurumaru H, Anda M et al (2014) Metaproteomic identification of diazotrophic methanotrophs and their localization in root tissues of field-grown rice plants. Appl Environ Microbiol 80(16):5043–5052
Bardin SD, Huang HC, Pinto J, Amundsen EJ, Erickson RS (2004) Biological control of Pythium damping-off of pea and sugar beet by Rhizobium leguminosarum bv. viceae. Can J Bot 82(3):291–296
Belimov AA, Kojemiakov AP, Chuvarliyeva CN (1995) Interaction between barley and mixed cultures of nitrogen fixing and phosphate-solubilizing bacteria. Plant Soil 173(1):29–37
Belimov AA, Safronova VI, Sergeyeva TA, Egorova TN, Matveyeva VA, Tsyganov VE et al (2001) Characterization of plant growth-promoting rhizobacteria isolated from polluted soils and containing 1-aminocyclopropane-1-carboxylate deaminase. Can J Microbiol 47(7):642–652
Belimov AA, Hontzeas N, Safronova VI, Demchinskaya SV, Piluzza G, Bullitta S, Glick BR (2005) Cadmium-tolerant plant growth-promoting bacteria associated with the roots of Indian mustard (Brassica juncea L. Czern.). Soil Biol Biochem 37(2):241–250
Bender GL, Preston L, Barnard D, Rolfe BG (1990) Formation of nodule-like structures on the roots of the non-legumes rice and wheat. In: Nitrogen fixation: Achievements and objectives. Chapman and Hall, New York, p 825
Bera R, Seal A, Bhattacharyya P, Das TH, Sarkar D, Kangjoo K (2006) Targeted yield concept and a framework of fertilizer recommendation in irrigated rice domains of subtropical India. J Zhejiang Univ Sci B 7(12):963–968
Beveridge CA, Gresshoff PM, Rameau C, Turnbull CG (2003) Additional signalling compounds are required to orchestrate plant development. J Plant Growth Regul 22(1):15–24
Bhattacharjee RB, Singh A, Mukhopadhyay SN (2008) Use of nitrogen-fixing bacteria as biofertiliser for non-legumes: prospects and challenges. Appl Microbiol Biotechnol 80(2):199–209
Bhattacharya C, Deshpande B, Pandey B (2013) Isolation and characterization of Rhizobium sp. form root of legume plant (Pisum sativum) and its antibacterial activity against different bacterial strains. Int J Agric Food Sci 3(4):138–141
Biederbeck VO, Lupwayi NZ, Hanson KG, Rice WA, Zentner RP (2000) Effect of long-term rotation with lentils on rhizosphere ecology and on endophytic rhizobia in wheat. In: Book of abstracts, 17th North American Conference on Symbiotic Nitrogen Fixation 23:28–29
Biswas JC, Ladha JK, Dazzo FB (2000) Rhizobia inoculation improves nutrient uptake and growth of lowland rice. Soil Sci Soc Am J 64(5):1644–1650
Bodelier PL, Wijlhuizen AG, Blom CW, Laanbroek HJ (1997) Effects of photoperiod on growth of and denitrification by Pseudomonas chlororaphis in the root zone of Glyceria maxima, studied in a gnotobiotic microcosm. Plant Soil 190(1):91–103
Boiero L, Perrig D, Masciarelli O, Penna C, Cassán F, Luna V (2007) Phytohormone production by three strains of Bradyrhizobium japonicum and possible physiological and technological implications. Appl Microbiol Biotechnol 74(4):874–880
Bolton GW, Nester EW, Gordon MP (1986) Plant phenolic compounds induce expression of the Agrobacterium tumefaciens loci needed for virulence. Science 232(4753):983–985
Borges CS, de Sá ES, Muniz AW, Osorio Filho BD (2019) Potential use of Rhizobium for vegetable crops growth promotion. Afr J Agric Res 14(8):477–483
Bowen GD, Rovira AD (1999) The rhizosphere and its management to improve plant growth. Adv Agron 66:1–102
Breil BT, Ludden PW, Triplett EW (1993) DNA sequence and mutational analysis of genes involved in the production and resistance of the antibiotic peptide trifolitoxin. J Bacteriol 175(12):3693–3702
Buhian WP, Bensmihen S (2018) Mini-review: nod factor regulation of phytohormone signaling and homeostasis during rhizobia-legume symbiosis. Front Plant Sci 9:1247
Bulgarelli D, Garrido-Oter R, Münch PC, Weiman A, Dröge J, Pan Y et al (2015) Structure and function of the bacterial root microbiota in wild and domesticated barley. Cell Host Microbe 17(3):392–403
Burd GI, Dixon DG, Glick BR (2000) Plant growth-promoting bacteria that decrease heavy metal toxicity in plants. Can J Microbiol 46(3):237–245
Carletti S, Caceres ER, Llorent B (1994) Growth promotion by PGPR on different plant species growing in hydroponic conditions. In: Improving plant productivity with rhizosphere bacteria. Proc. 3rd international workshop on plant growth-promoting rhizobacteria, Adelaide, Australia
Carrillo GC, Vazquez MDRG (1992) Comparative study of siderophore-like activity of Rhizobium phaseoli and Pseudomonas fluorescens. J Plant Nutr 15(5):579–590
Carson KC, Holliday S, Glenn AR, Dilworth MJ (1992) Siderophore and organic acid production in root nodule bacteria. Arch Microbiol 157(3):264–271
Carson KC, Meyer JM, Dilworth MJ (2000) Hydroxamate siderophores of root nodule bacteria. Soil Biol Biochem 32(1):11–21
Chabot R, Antoun H, Cescas MP (1993) Stimulation de la croissance du maïs et de la laitue romaine par des microorganismes dissolvant le phosphore inorganique. Can J Microbiol 39(10):941–947
Chabot R, Antoun H, Cescas MP (1996) Growth promotion of maize and lettuce by phosphate-solubilizing Rhizobium leguminosarum biovar. phaseoli. Plant Soil 184(2):311–321
Chabot R, Beauchamp CJ, Kloepper JW, Antoun H (1998) Effect of phosphorus on root colonization and growth promotion of maize by bioluminescent mutants of phosphate-solubilizing Rhizobium leguminosarum biovar phaseoli. Soil Biol Biochem 30(12):1615–1618
Chaintreuil C, Giraud E, Prin Y, Lorquin J, Bâ A, Gillis M et al (2000) Photosynthetic bradyrhizobia are natural endophytes of the African wild rice Oryza breviligulata. Appl Environ Microbiol 66(12):5437–5447
Chakraborty U, Purkayastha RP (1984) Role of rhizobitoxine in protecting soybean roots from Macrophomina phaseolina infection. Can J Microbiol 30(3):285–289
Chandra S, Choure K, Dubey RC, Maheshwari DK (2007) Rhizosphere competent Mesorhizobium loti MP6 induces root hair curling, inhibits Sclerotinia sclerotiorum and enhances growth of Indian mustard (Brassica campestris). Braz J Microbiol 38(1):124–130
Chapman JM, Muday GK (2021) Flavonols modulate lateral root emergence by scavenging reactive oxygen species in Arabidopsis thaliana. J Biol Chem 296
Chen H, Richardson AE, Gartner E, Djordjevic MA, Roughley RJ, Rolfe BG (1991) Construction of an acid-tolerant Rhizobium leguminosarum biovar trifolii strain with enhanced capacity for nitrogen fixation. Appl Environ Microbiol 57(7):2005–2011
Chi F, Shen SH, Cheng HP, Jing YX, Yanni YG, Dazzo FB (2005) Ascending migration of endophytic rhizobia, from roots to leaves, inside rice plants and assessment of benefits to rice growth physiology. Appl Environ Microbiol 71(11):7271–7278
Chi F, Yang P, Han F, Jing Y, Shen S (2010) Proteomic analysis of rice seedlings infected by Sinorhizobium meliloti 1021. Proteomics 10(9):1861–1874
Chiwocha SD, Abrams SR, Ambrose SJ, Cutler AJ, Loewen M, Ross AR, Kermode AR (2003) A method for profiling classes of plant hormones and their metabolites using liquid chromatography-electrospray ionization tandem mass spectrometry: an analysis of hormone regulation of thermodormancy of lettuce (Lactuca sativa L.) seeds. Plant J 35(3):405–417
Cocking EC (2003) Endophytic colonization of plant roots by nitrogen-fixing bacteria. Plant Soil 252(1):169–175
Cocking EC, Srivastava JS, Kothari SL, Davey M (1992) Invasion of nonlegume plants by diazotrophic bacteria. In: Khush G, Bennett J (eds) Nodulation and nitrogen fixation in rice: potentials and prospects, pp 119–121
Cocking EC, Kothari SL, Batchelor CA, Jain S, Webster G, Jones J et al (1995) Interaction of rhizobia with non-legume crops for symbiotic nitrogen fixation nodulation. In: Fendrik I, del Gallo M, Vanderleyden J, de Zamaroczy M (eds) Azospirillum VI and related microorganisms. NATO ASI series, vol 37. Springer, Berlin, pp 197–205
Cook RL, Hesterberg D (2013) Comparison of trees and grasses for rhizoremediation of petroleum hydrocarbons. Int J Phytoremediation 15(9):844–860
Dakora FD (2003) Defining new roles for plant and rhizobial molecules in sole and mixed plant cultures involving symbiotic legumes. New Phytol 158(1):39–49
Dakora FD, Phillips DA (2002) Root exudates as mediators of mineral acquisition in low-nutrient environments. In: Food security in nutrient-stressed environments: exploiting plants’ genetic capabilities, pp 201–213
Dardanelli MS, de Cordoba FJF, Espuny MR, Carvajal MAR, Díaz MES, Serrano AMG et al (2008) Effect of Azospirillum brasilense coinoculated with Rhizobium on Phaseolus vulgaris flavonoids and Nod factor production under salt stress. Soil Biol Biochem 40(11):2713–2721
Dardanelli MS, Manyani H, González-Barroso S, Rodríguez-Carvajal MA, Gil-Serrano AM, Espuny MR et al (2010) Effect of the presence of the plant growth-promoting rhizobacterium (PGPR) Chryseobacterium balustinum Aur9 and salt stress in the pattern of flavonoids exuded by soybean roots. Plant Soil 328(1):483–493
Date RA (2001) Advances in inoculant technology: a brief review. Aust J Exp Agric 41(3):321–325
Dazzo FB, Yanni YG, Rizk R, de Bruijn FJ, Rademaker J, Squartini A, Corich V, Mateos P, Martínez-Molina E, Velázquez E, Biswas JC, Hernandez RJ, Ladha JK, Hill J, Weinman J, Rolfe BG, Vega-Hernández M, Bradford JJ, Hollingsworth RI, Ostrom P, Marshall E, Jain T, Orgambide G, Philip-Hollingsworth S, Triplett E, Malik KA, Maya-Flores J, Hartmann A, Umali-Garcia M, Izaguirre-Mayoral ML (2000) Progress in multinational collaborative studies on the beneficial association between Rhizobium leguminosarum bv. trifolii and rice. In: Ladha JK, Reddy PM (eds) The quest for nitrogen fixation in rice. Los Baños, The Philippines, IRRI Press, pp 167–189
De Bruijn FJ, Jing Y, Dazzo FB (1995) Potential and pitfalls of trying to extend symbiotic interactions of nitrogen-fixing organisms to presently non-nodulated plants, such as rice. In: Management of biological nitrogen fixation for the development of more productive and sustainable agricultural systems. Springer, Dordrecht, pp 225–240
De Jong AJ, Heidstra R, Spaink HP, Hartog MV, Meijer EA, Hendriks T et al (1993) Rhizobium lipooligosaccharides rescue a carrot somatic embryo mutant. Plant Cell 5(6):615–620
Depret G, Houot S, Allard MR, Breuil MC, Nouaïm R, Laguerre G (2004) Long-term effects of crop management on Rhizobium leguminosarum biovar viciae populations. FEMS Microbiol Ecol 51(1):87–97
Deryło M, Choma A, Puchalski B, Suchanek W (1994) Siderophore activity in Rhizobium species isolated from different legumes. Acta Biochim Pol 41(1):7–11
Deshwal VK, Dubey RC, Maheshwari DK (2003) Isolation of plant growth-promoting strains of Bradyrhizobium (Arachis) sp. with biocontrol potential against Macrophomina phaseolina causing charcoal rot of peanut. Curr Sci:443–448
de Souza R, Sant’Anna FH, Ambrosini A, Tadra-Sfeir M, Faoro H, Pedrosa FO, Souza EM, Passaglia LM (2015) Genome of Rhizobium sp. UR51a, isolated from rice cropped in Southern Brazilian fields. Genome Announc 3(2):e00249-15
DiCenzo GC, Zamani M, Milunovic B, Finan TM (2016) Genomic resources for identification of the minimal N2‐fixing symbiotic genome. Environ Microbiol 18(8):2534–2547
Dobbelaere S, Vanderleyden J, Okon Y (2003) Plant growth-promoting effects of diazotrophs in the rhizosphere. Crit Rev Plant Sci 22(2):107–149
Dolan L (2001) The role of ethylene in root hair growth in Arabidopsis. J Plant Nutr Soil Sci 164(2):141–145
Dudeja SS, Suneja S, Khurana AL (1997) Iron acquisition system and its role in legume-Rhizobium symbiosis. Indian J Microbiol 37:1–12
Dupin SE, Geurts R, Kiers ET (2020) The non-legume Parasponia andersonii mediates the fitness of nitrogen-fixing rhizobial symbionts under high nitrogen conditions. Front Plant Sci 10:1779
Dyachok JV, Tobin AE, Price NPJ, Von Arnold S (2000) Rhizobial Nod factors stimulate somatic embryo development in Picea abies. Plant Cell Rep 19(3):290–297
Ehteshamul-Haque S, Ghaffar A (1992) Use of Bradyrhizobium japonicaum and fungicides in the control of root rot disease of sun flower. In: Proceedings of Status of Plant Pathology in Pakistan, Department of Botany, University of Karachi, Karachi, pp 261–266
Ehteshamul-Haque S, Ghaffar A (1993) Use of rhizobia in the control of root rot diseases of sunflower, okra, soybean and mungbean. J Phytopathol 138(2):157–163
Ehteshamul-Haque S, Abid M, Sultana V, Ara J, Ghaffar A (1996) Use of organic amendments on the efficacy of biocontrol agents in the control of root rot and root knot disease complex of okra. Nematol Mediterr 24(1):13–16
El-Tarabily KA, Soaud AA, Saleh ME, Matsumoto S (2006) Isolation and characterisation of sulfur-oxidising bacteria, including strains of Rhizobium, from calcareous sandy soils and their effects on nutrient uptake and growth of maize (Zea mays L.). Aust J Agric Res 57(1):101–111
Essel E, Xie J, Deng C, Peng Z, Wang J, Shen J et al (2019) Bacterial and fungal diversity in rhizosphere and bulk soil under different long-term tillage and cereal/legume rotation. Soil Till Res 194:104302
Etesami H, Alikhani HA, Jadidi M, Aliakbari A (2009) Effect of superior IAA producing rhizobia on N, P, K uptake by wheat grown under greenhouse condition. World Appl Sci J 6:1629–1633
Fagorzi C, Checcucci A, DiCenzo GC, Debiec-Andrzejewska K, Dziewit L, Pini F et al (2018) Harnessing rhizobia to improve heavy-metal phytoremediation by legumes. Genes 9(11):542
Fernández LA, Zalba P, Gómez MA, Sagardoy MA (2007) Phosphate-solubilization activity of bacterial strains in soil and their effect on soybean growth under greenhouse conditions. Biol Fertil Soil 43(6):805–809
Figueiredo MVB, Vilar JJ, Burity HA (1999) Alleviation of water stress effects in cowpea by Bradyrhizobium spp. inoculation. Plant Soil 207(1):67–75
Flores-Félix JD, Velázquez E, Martínez-Molina E, González-Andrés F, Squartini A, Rivas R (2021) Connecting the lab and the field: Genome analysis of phyllobacterium and Rhizobium strains and field performance on two vegetable crops. Agronomy 11(6):1124
Franche C, Lindström K, Elmerich C (2009) Nitrogen-fixing bacteria associated with leguminous and non-leguminous plants. Plant Soil 321(1):35–59
Gaby JC, Rishishwar L, Valderrama-Aguirre LC, Green SJ, Valderrama-Aguirre A, Jordan IK, Kostka JE (2018) Diazotroph community characterization via a high-throughput nifH amplicon sequencing and analysis pipeline. Appl Environ Microbiol 84(4):e01512–e01517
Galal YGM (2003) Assessment of nitrogen availability to wheat (Triticum aestivum L.) from inorganic and organic N sources as affected by Azospirillum brasilense and Rhizobium leguminosarum inoculation. Egypt J Microbiol 38:57–73
García JE, Maroniche G, Creus C, Suárez-Rodríguez R, Ramirez-Trujillo JA, Groppa MD (2017) In vitro PGPR properties and osmotic tolerance of different Azospirillum native strains and their effects on growth of maize under drought stress. Microbiol Res 202:21–29
García-Fraile P, Carro L, Robledo M, Ramírez-Bahena MH, Flores-Félix JD, Fernández MT, Mateos PF, Rivas R, Igual JM, Martínez-Molina E, Peix A, Velázquez E (2012) Rhizobium promotes non-legumes growth and quality in. PLoS One 7:38122
Gardener BBM, Fravel DR (2002) Biological control of plant pathogens: research, commercialization, and application in the USA. Plant Health Prog 3(1):17
Geddes BA, Kearsley J, Morton R, Finan TM (2020) The genomes of rhizobia. Adv Bot Res 94:2013–2249
Geetha SJ, Joshi SJ (2013) Engineering rhizobial bioinoculants: a strategy to improve iron nutrition. Sci World J
Geetha R, Desai AJ, Archana G (2009) Effect of the expression of Escherichia coli fhuA gene in Rhizobium sp. IC3123 and ST1 in planta: its role in increased nodule occupancy and function in pigeon pea. Appl Soil Ecol 43(2–3):185–190
Glick BR (2010) Using soil bacteria to facilitate phytoremediation. Biotechnol Adv 28(3):367–374
Glick BR, Jacobson CB, Schwarze MM, Pasternak JJ (1994) 1-Aminocyclopropane-1-carboxylic acid deaminase mutants of the plant growth-promoting rhizobacterium Pseudomonas putida GR12-2 do not stimulate canola root elongation. Can J Microbiol 40(11):911–915
Glick BR, Karaturovíc DM, Newell PC (1995) A novel procedure for rapid isolation of plant growth-promoting pseudomonads. Can J Microbiol 41(6):533–536
Glick BR, Holguin G, Patten CL, Penrose DM (1999) Biochemical and genetic mechanisms used by plant growth-promoting bacteria. World Scientific
Gómez-Godínez LJ, Fernandez-Valverde SL, Romero JCM, Martínez-Romero E (2019) Metatranscriptomics and nitrogen fixation from the rhizoplane of maize plantlets inoculated with a group of PGPRs. Syst Appl Microbiol 42(4):517–525
González V, Santamaría RI, Bustos P, Pérez-Carrascal OM, Vinuesa P, Juárez S et al (2019) Phylogenomic Rhizobium species are structured by a continuum of diversity and genomic clusters. Front Microbiol 10:910
Gopalakrishnan S, Sathya A, Vijayabharathi R, Varshney RK, Gowda CL, Krishnamurthy L (2015) Plant growth-promoting rhizobia: challenges and opportunities. 3 Biotech 5(4):355–377
Goyal RK, Schmidt MA, Hynes MF (2021) Molecular biology in the improvement of biological nitrogen fixation by rhizobia and extending the scope to cereals. Microorganisms 9(1):125
Greetatorn T, Hashimoto S, Sarapat S, Tittabutr P, Boonkerd N, Uchiumi T, Teaumroong N (2019) Empowering rice seedling growth by endophytic Bradyrhizobium sp. SUTN 9-2. Lett Appl Microbiol 68(3):258–266
Greetatorn T, Hashimoto S, Maeda T, Fukudome M, Piromyou P, Teamtisong K et al (2020) Mechanisms of rice endophytic Bradyrhizobial cell differentiation and its role in nitrogen fixation. Microb Environ 35(3):ME20049
Grichko VP, Glick BR (2001) Amelioration of flooding stress by ACC deaminase-containing plant growth-promoting bacteria. Plant Physiol Biochem 39(1):11–17
Guerinot ML (1991) Iron uptake and metabolism in the rhizobia/legume symbioses. In: Iron nutrition and interactions in plants. Springer, Dordrecht, pp 239–249
Guerinot ML (1994) Microbial iron transport. Annu Rev Microbiol 48(1):743–772
Hafeez FY, Safdar ME, Chaudhry AU, Malik KA (2004) Rhizobial inoculation improves seedling emergence, nutrient uptake and growth of cotton. Aust J Exp Agric 44(6):617–622
Haggag WM, Wafaa MH (2002) Sustainable agriculture management of plant diseases. J Biol Sci 2(4):280–284
Han HS, Lee KD (2005) Plant growth-promoting rhizobacteria effect on antioxidant status, photosynthesis, mineral uptake and growth of lettuce under soil salinity. Res J Agric Biol Sci 1(3):210–215
Hara S, Morikawa T, Wasai S, Kasahara Y, Koshiba T, Yamazaki K, Fujiwara T, Tokunaga T, Minamisawa K (2019) Identification of nitrogen-fixing Bradyrhizobium associated with roots of field-grown sorghum by metagenome and proteome analyses. Front Microbiol 10:407
Hilali A, Prévost D, Broughton WJ, Antoun H (2001) Effets de l’inoculation avec des souches de Rhizobium leguminosarum biovar trifolii sur la croissance du blé dans deux sols du Maroc. Can J Microbiol 47(6):590–593
Hiltner L (1904) Uber nevere erfahrungen und probleme auf dem gebiet der boden bakteriologie und unter besonderer beurchsichtigung der grundungung und broche. Arbeit Deut Landw Ges Berlin 98:59–78
Hirsch AM, Fang Y, Asad S, Kapulnik Y (1997) The role of phytohormones in plant-microbe symbioses. Plant Soil 194(1):171–184
Höflich G (2000) Colonization and growth promotion of non-legumes by Rhizobium bacteria. In: Bell CR, Brylinsky M, Johnson-Green P (eds) Microbial biosystems: new frontiers. Proceedings of the 8th international symposium on microbial ecology. Atlantic Canada Society for Microbial Ecology, Halifax, pp 827–830
Höflich G, Wiehe W, Kühn G (1994) Plant growth stimulation by inoculation with symbiotic and associative rhizosphere microorganisms. Experientia 50(10):897–905
Honma M, Shimomura T (1978) Metabolism of 1-aminocyclopropane-1-carboxylic acid. Agric Biol Chem 42(10):1825–1831
Hume DJ, Shelp BJ (1990) Superior performance of the hup−Bradyrhizobium japonicum strain 532C in Ontario soybean field trials. Can J Plant Sci 70(3):661–666
Humphry DR, Andrews M, Santos SR, James EK, Vinogradova LV, Perin L et al (2007) Phylogenetic assignment and mechanism of action of a crop growth-promoting Rhizobium radiobacter strain used as a biofertiliser on graminaceous crops in Russia. Antonie van Leeuwenhoek 91(2):105–113
Hussain MB, Mehboob I, Zahir ZA, Naveed M, Asghar HN (2009) Potential of Rhizobium spp. for improving growth and yield of rice (Oryza sativa L.). Soil Environ 28(1):49–55
Irar S, González EM, Arrese-Igor C, Marino D (2014) A proteomic approach reveals new actors of nodule response to drought in split-root grown pea plants. Physiol Plant 152(4):634–645
Irshad A, Rehman RNU, Abrar MM, Saeed Q, Sharif R, Hu T (2021) Contribution of Rhizobium–legume symbiosis in salt stress tolerance in Medicago truncatula evaluated through photosynthesis, antioxidant enzymes, and compatible solutes accumulation. Sustainability 13(6):3369
Jadhav RS, Thaker NV, Desai A (1994) Involvement of the siderophore of cowpea Rhizobium in the iron nutrition of the peanut. World J Microbiol Biotechnol 10(3):360–361
Janczarek M, Jaroszuk-Ściseł J, Skorupska A (2009) Multiple copies of rosR and pssA genes enhance exopolysaccharide production, symbiotic competitiveness and clover nodulation in Rhizobium leguminosarum bv. trifolii. Antonie Van Leeuwenhoek 96(4):471–486
Jha PN, Gomaa AB, Yanni YG, El-Saadany AEY, Stedtfeld TM, Stedtfeld RD et al (2020) Alterations in the endophyte-enriched root-associated microbiome of rice receiving growth-promoting treatments of urea fertilizer and Rhizobium biofertilizer. Microb Ecol 79(2):367–382
Jia HT, Liu JY, Shi YJ, Li DL, Wu FZ, Zhou XG (2019) Characterization of cucumber rhizosphere bacterial community with high-throughput amplicon sequencing. Allelopathy J 47(1):103–112
Jiménez-Gómez A, Flores-Félix JD, García-Fraile P, Mateos PF, Menéndez E, Velázquez E, Rivas R (2018) Probiotic activities of Rhizobium laguerreae on growth and quality of spinach. Sci Rep 8(1):1–10
Jing Y, Li G, Jin G, Shan X, Zhang B, Guan C, Li J (1990) Rice root nodules with acetylene reduction activity. In: Gresshoff PM, Roth LE, Stacey G, Newton WE (eds) Nitrogen fixation achievements and objectives, p 829
Jing Y, Li G, Shan X (1992) Development of nodule-like structure on rice roots. In: Khush GS, Bennett J (eds) Nodulation and nitrogen fixation in rice, pp 123–126
Joshi F, Chaudhari A, Joglekar P, Archana G, Desai A (2008) Effect of expression of Bradyrhizobium japonicum 61A152 fegA gene in Mesorhizobium sp., on its competitive survival and nodule occupancy on Arachis hypogea. Appl Soil Ecol 40(2):338–347
Joshi FR, Desai DK, Archana G, Desai AJ (2009) Enhanced survival and nodule occupancy of pigeon pea nodulating Rhizobium sp. ST1 expressing fegA gene of Bradyrhizobium japonicum 61A152. J Biol Sci 9:40–51
Joshi AU, Andharia KN, Patel PA, Kotadiya RJ, Kothari RK (2019) Plant growth-promoting rhizobacteria: mechanism, application, advantages and disadvantages. In: Green biotechnology. Day Publishing House: Division of Astral International Pvt. Ltd., New Delhi, pp 13–40
Kaci Y, Heyraud A, Barakat M, Heulin T (2005) Isolation and identification of an EPS-producing Rhizobium strain from arid soil (Algeria): characterization of its EPS and the effect of inoculation on wheat rhizosphere soil structure. Res Microbiol 156(4):522–531
Kanade SN, Shaikh SM, Ade AB, Khilare VC (2010) Degradation of Malathion by Rhizobium isolated from fenugreek (Trigonella foenumgraecum). J Biotechnol Bioinform 1:240–242
Khaitov B, Kurbonov A, Abdiev A, Adilov M (2016) Effect of chickpea in association with Rhizobium to crop productivity and soil fertility. Eurasian J Soil Sci 5(2):105–112
Khalid A, Arshad M, Zahir ZA (2006) Phytohormones: microbial production and applications. In: Biological approaches to sustainable soil system, pp 207–220
Khan MS, Zaidi A, Wani PA, Oves M (2009) Role of plant growth-promoting rhizobacteria in the remediation of metal contaminated soils. Environ Chem Lett 7(1):1–19
Khan N, Zandi P, Ali S, Mehmood A, Adnan Shahid M, Yang J (2018) Impact of salicylic acid and PGPR on the drought tolerance and phytoremediation potential of Helianthus annus. Front Microbiol 2507
Khokhar SN, Qureshi A (1998) Interaction of Azorhizobium caulinodans with different rice cultivars for increased N2-fixation. In: Nitrogen fixation with non-legumes. Springer, Dordrecht, pp 91–93
Klee HJ, Hayford MB, Kretzmer KA, Barry GF, Kishore GM (1991) Control of ethylene synthesis by expression of a bacterial enzyme in transgenic tomato plants. Plant Cell 3(11):1187–1193
Kloepper JW (1978) Plant growth-promoting rhizobacteria on radishes. In: Proceedings of the 4th international conference on plant pathogenic bacteria, Station de Pathologie Vegetale et Phytobacteriologie, INRA, Angers, France, 2, pp 879–882
Kumar A, Patel JS, Meena VS, Srivastava R (2019) Recent advances of PGPR-based approaches for stress tolerance in plants for sustainable agriculture. Biocatal Agric Biotechnol 20:101271
Kumari B, Mallick MA, Solanki MK, Solanki AC, Hora A, Guo W (2019) Plant growth-promoting rhizobacteria (PGPR): modern prospects for sustainable agriculture. In: Plant health under biotic stress. Springer, Singapore, pp 109–127
Lagier JC, Dubourg G, Million M, Cadoret F, Bilen M, Fenollar F et al (2018) Culturing the human microbiota and culturomics. Nat Rev Microbiol 16(9):540–550
Law IJ, Strijdom BW (1988) Inoculation of cowpea and wheat with strains of Bradyrhizobium sp. that differ in their production of indole acetic acid. S Afr J Plant Soil 6(3):161–166
Lay CY, Bell TH, Hamel C, Harker KN, Mohr R, Greer CW et al (2018) Canola root–associated microbiomes in the Canadian Prairies. Front Microbiol 9:1188
LeBlanc N, Crouch JA (2019) Prokaryotic taxa play keystone roles in the soil microbiome associated with woody perennial plants in the genus Buxus. Ecol Evol 9:11102–11111
Lemanceau P (1992) Effets bénéfiques de rhizobactéries sur les plantes: exemple des Pseudomonas spp fluorescents. Agronomie 12(6):413–437
Li WX, Kodama O, Akatsuka T (1991) Role of oxygenated fatty acids in rice phytoalexin production. Agric Biol Chem 55(4):1041–1047
Li W, Nishiyama R, Watanabe Y, Van Ha C, Kojima M, An P, Tian L, Tian C, Sakakibara H, Tran LS (2018) Effects of overproduced ethylene on the contents of other phytohormones and expression of their key biosynthetic genes. Plant Physiol Biochem 128:170–177
Lynch J (1990a) Substrate flow in the rhizosphere. Plant Soil 129:1–10
Lynch JM (1990b) The rhizosphere. Wiley Interscience, Chichester
Lynch JM, Whipps JM (1990) Substrate flows in the rhizosphere. Plant Soil 129:1–10
Ma W, Sebestianova SB, Sebestian J, Burd GI, Guinel FC, Glick BR (2003) Prevalence of 1-aminocyclopropane-1-carboxylate deaminase in Rhizobium spp. Antonie Van Leeuwenhoek 83(3):285–291
Ma W, Charles TC, Glick BR (2004) Expression of an exogenous 1-aminocyclopropane-1-carboxylate deaminase gene in Sinorhizobium meliloti increases its ability to nodulate alfalfa. Appl Environ Microbiol 70(10):5891–5897
Machado RG, de Sá ELS, Hahn L, Oldra S, Mangrich dos Passos JF, Osorio Filho BD et al (2016) Rhizobia symbionts of legume forages native to south brazil as promoters of cultivated grass growing. Int J Agric Biol 18(5)
Maillet F, Poinsot V, André O, Puech-Pagès V, Haouy A, Gueunier M et al (2011) Fungal lipochitooligosaccharide symbiotic signals in arbuscular mycorrhiza. Nature 469(7328):58–63
Mansouri H, Petit A, Oger P, Dessaux Y (2002) Engineered rhizosphere: the trophic bias generated by opine-producing plants is independent of the opine type, the soil origin, and the plant species. Appl Environ Microbiol 68(5):2562–2566
Marasco R, Rolli E, Vigani G, Borin S, Sorlini C, Ouzari H et al (2013) Are drought-resistance promoting bacteria cross-compatible with different plant models? Plant Signal Behav 8(10):e26741
Martens DA, Frankenberger WT (1993) Soil saccharide extraction and detection. Plant Soil 149(1):145–147
Martínez-Romero E, Wang ET, López-Merino A, Caballero-Mellado J, Rogel MA, Gándara B et al (2000) Ribosomal gene-based phylogenies on trial: the case of Rhizobium and related genera. Biol Plant Microb Interact 2:59–64
Martiny AC (2019) High proportions of bacteria are culturable across major biomes. ISME J 13(8):2125–2128
Masalha J, Kosegarten H, Elmaci Ö, Mengel K (2000) The central role of microbial activity for iron acquisition in maize and sunflower. Biol Fertil Soil 30(5):433–439
Matiru VN, Dakora FD (2004) Potential use of rhizobial bacteria as promoters of plant growth for increased yield in landraces of African cereal crops. Afr J Biotechnol 3(1):1–7
Matiru VN, Dakora FD (2005a) Xylem transport and shoot accumulation of lumichrome, a newly recognized rhizobial signal, alters root respiration, stomatal conductance, leaf transpiration and photosynthetic rates in legumes and cereals. New Phytol 165(3):847–855
Matiru VN, Dakora FD (2005b) The rhizosphere signal molecule lumichrome alters seedling development in both legumes and cereals. New Phytol 166(2):439–444
Matiru VN, Jaffer MA, Dakora FD (2005) Rhizobial infection of African landraces of sorghum (Sorghum bicolor L.) and finger millet (Eleucine coracana L.) promotes plant growth and alters tissue nutrient concentration under axenic conditions. Symbiosis
Mayak S, Tirosh T, Glick BR (2004) Plant growth-promoting bacteria confer resistance in tomato plants to salt stress. Plant physiol Biochem 42(6):565–572
McCormick DB (1989) Two interconnected B vitamins: riboflavin and pyridoxine. Physiol Rev 69(4):1170–1198
Mehboob I, Zahir ZA, Mahboob A, Shahzad SM, Jawad A, Arshad M (2008) Preliminary screening of Rhizobium isolates for improving growth of maize seedlings under axenic conditions. Soil Environ 27:64–71
Mehboob I, Naveed M, Zahir ZA, Ashraf M (2012) Potential of rhizobia for sustainable production of non-legumes. In: Crop production for agricultural improvement. Springer, Dordrecht, pp 659–704
Menéndez E, Paço A (2020) Is the application of plant probiotic bacterial consortia always beneficial for plants? Exploring synergies between rhizobial and non-rhizobial bacteria and their effects on agro-economically valuable crops. Life 10(3):24
Mia MAB, Shamsuddin ZH (2009) Enhanced emergence and vigor seedling production of rice through growth-promoting bacterial inoculation. Res J Seed Sci 2(4):96–104
Minamisawa K, Ogawa KI, Fukuhara H, Koga J (1996) Indolepyruvate pathway for indole-3-acetic acid biosynthesis in Bradyrhizobium elkanii. Plant Cell Physiol 37(4):449–453
Miransari M, Smith D (2009) Rhizobial lipo-chitooligosaccharides and gibberellins enhance barley (Hordeum vulgare L.) seed germination. Biotechnology 8(2):270–275
Mishra RP, Singh RK, Jaiswal HK, Kumar V, Maurya S (2006) Rhizobium-mediated induction of phenolics and plant growth promotion in rice (Oryza sativa L.). Curr Microbiol 52(5):383–389
Mongiardini EJ, Pérez-Giménez J, Althabegoiti MJ, Covelli J, Quelas JI, López-García SL, Lodeiro AR (2009) Overproduction of the rhizobial adhesin RapA1 increases competitiveness for nodulation. Soil Biol Biochem 41(9):2017–2020
Montecillo AD, Raymundo AK, Papa IA, Aquino GMB, Rosana ARR (2018) Complete genome sequence of Rhizobium sp. strain 11515TR, isolated from tomato rhizosphere in the Philippines. Microbiol Resour Announ 7(7):e00903–e00918
Montes-Grajales D, Esturau-Escofet N, Esquivel B, Martinez-Romero E (2019) Exo-metabolites of Phaseolus vulgaris-nodulating rhizobial strains. Metabolites 9(6):105
Muthamilarasan M, Singh NK, Prasad M (2019) Multi-omics approaches for strategic improvement of stress tolerance in underutilized crop species: a climate change perspective. Adv Genet 103:1–38
Nadeem SM, Zahir ZA, Naveed M, Arshad M (2007) Preliminary investigations on inducing salt tolerance in maize through inoculation with rhizobacteria containing ACC deaminase activity. Can J Microbiol 53(10):1141–1149
Naidu VSGR, Panwar JDS, Annapurna K (2004) Effect of synthetic auxins and Azorhizobium caulinodans on growth and yield of rice. Indian J Microbiol 44:211–213
Nautiyal CS (1997) A method for selection and characterization of rhizosphere-competent bacteria of chickpea. Curr Microbiol 34(1):12–17
Neilands JB (1993) Siderophores. Arch Biochem Biophys 302(1):1–3
Noel TC, Sheng C, Yost CK, Pharis RP, Hynes MF (1996) Rhizobium leguminosarum as a plant growth-promoting rhizobacterium: direct growth promotion of canola and lettuce. Can J Microbiol 42(3):279–283
Nosheen S, Ajmal I, Song Y (2021) Microbes as biofertilizers, a potential approach for sustainable crop production. Sustainability 13(4):1868
O’Sullivan DJ, O’Gara F (1992) Traits of fluorescent Pseudomonas spp. involved in suppression of plant root pathogens. Microbiol Rev 56(4):662–676
Oberholster T, Vikram S, Cowan D, Valverde A (2018) Key microbial taxa in the rhizosphere of sorghum and sunflower grown in crop rotation. Sci Total Environ 624:530–539
Op den Camp R, Streng A, De Mita S, Cao Q, Polone E, Liu W, Ammiraju JS, Kudrna D, Wing R, Untergasser A, Bisseling T (2011) LysM-type mycorrhizal receptor recruited for rhizobium symbiosis in nonlegume Parasponia. Science 331(6019):909–912
Op den Camp RH, Polone E, Fedorova E, Roelofsen W, Squartini A, Op den Camp HJ et al (2012) Nonlegume Parasponia andersonii deploys a broad Rhizobium host range strategy resulting in largely variable symbiotic effectiveness. Mol Plant Microbe Interact 25(7):954–963
Ormeno-Orrillo E, Servín-Garcidueñas LE, Rogel MA, González V, Peralta H, Mora J et al (2015) Taxonomy of rhizobia and agrobacteria from the Rhizobiaceae family in light of genomics. Syst Appl Microbiol 38(4):287–291
Özkoç İ, Deliveli MH (2001) In vitro inhibition of the mycelial growth of some root rot fungi by Rhizobium leguminosarum biovar phaseoli isolates. Turkish J Biol 25(4):435–445
Pandey P, Maheshwari DK (2007) Two-species microbial consortium for growth promotion of Cajanus cajan. Curr Sci 25:1137–1142
Parveen S, Ghaffar A (1991) Effect of microbial antagonists in the control of root-rot of tomato. Pak J Bot 23(2):179–182
Parveen S, Ehteshamul-Haque S, Ghaffar A (1993) Biological control of Meloidogyne javanica on tomato and okra in soil infested with Fusarium oxysporum. Pak J Nematol 11(2):151–156
Paulitz TC, Bélanger RR (2001) Biological control in greenhouse systems. Annu Rev Phytopathol 39(1):103–133
Peix A, Rivas-Boyero AA, Mateos PF, Rodriguez-Barrueco C, Martınez-Molina E, Velazquez E (2001) Growth promotion of chickpea and barley by a phosphate solubilizing strain of Mesorhizobium mediterraneum under growth chamber conditions. Soil Biol Biochem 33(1):103–110
Pena-Cabriales JJ, Alexander M (1983) Growth of Rhizobium in unamended soil. Soil Sci Soc Am J 47(1):81–84
Pena HB, Reyes I (2007) Nitrogen fixing bacteria and phosphate solubilizers isolated in lettuce (Lactuca sativa L.) and evaluated as plant growth promoters. Interciencia 32(8):560–565
Peng S, Biswas JC, Ladha JK, Gyaneshwar P, Chen Y (2002) Influence of rhizobial inoculation on photosynthesis and grain yield of rice. Agron J 94(4):925–929
Peralta H, Mora Y, Salazar E, Encarnación S, Palacios R, Mora J (2004) Engineering the nifH promoter region and abolishing poly-β-hydroxybutyrate accumulation in Rhizobium etli enhance nitrogen fixation in symbiosis with Phaseolus vulgaris. Appl Environ Microbiol 70(6):3272–3281
Pérez-Jaramillo JE, de Hollander M, Ramírez CA, Mendes R, Raaijmakers JM, Carrión VJ (2019) Deciphering rhizosphere microbiome assembly of wild and modern common bean (Phaseolus vulgaris) in native and agricultural soils from Colombia. Microbiome 7(1):1–16
Perrine FM, Prayitno J, Weinman JJ, Dazzo FB, Rolfe BG (2001) Rhizobium plasmids are involved in the inhibition or stimulation of rice growth and development. Funct Plant Biol 28(9):923–937
Perrine FM, Hocart CH, Hynes MF, Rolfe BG (2005) Plasmid-associated genes in the model micro-symbiont Sinorhizobium meliloti 1021 affect the growth and development of young rice seedlings. Environ Microbiol 7(11):1826–1838
Perrine-Walker FM, Prayitno J, Rolfe BG, Weinman JJ, Hocart CH (2007) Infection process and the interaction of rice roots with rhizobia. J Exp Bot 58(12):3343–3350
Perrine-Walker FM, Hynes MF, Rolfe BG, Hocart CH (2009) Strain competition and agar affect the interaction of rhizobia with rice. Can J Microbiol 55(10):1217–1223
Phillips DA, Torrey JG (1970) Cytokinin production by Rhizobium japonicum. Physiol Plant 23(6):1057–1063
Phillips DA, Joseph CM, Yang GP, Martínez-Romero E, Sanborn JR, Volpin H (1999) Identification of lumichrome as a Sinorhizobium enhancer of alfalfa root respiration and shoot growth. Proc Natl Acad Sci U S A 96(22):12275–12280
Piromyou P, Songwattana P, Greetatorn T, Okubo T, Kakizaki KC, Prakamhang J et al (2015) The type III secretion system (T3SS) is a determinant for rice-endophyte colonization by non-photosynthetic Bradyrhizobium. Microb Environ 30(4):291–300
Plessner O, Klapatch T, Guerinot ML (1993) Siderophore utilization by Bradyrhizobium japonicum. Appl Environ Microbiol 59(5):1688–1690
Prayitno J, Stefaniak J, McIver J, Weinman JJ, Dazzo FB, Ladha JK et al (1999) Interactions of rice seedlings with bacteria isolated from rice roots. Funct Plant Biol 26(6):521–535
Prévost D, Saddiki S, Antoun H (2000) Growth and mineral nutrition of corn inoculated with effective strains of Bradyrhizobium japonicum. In: Proceedings of the 5th international PGPR workshop. Villa Carlos Paz, Córdoba, Argentina
Qureshi MA, Shahzad H, Saeed MS, Ullah S, Ali MA, Mujeeb F, Anjum MA (2019) Relative potential of Rhizobium species to enhance the growth and yield attributes of cotton (Gossypium hirsutum L.). Eurasian J Soil Sci 8(2):159–166
Raaijmakers JM, Paulitz TC, Steinberg C, Alabouvette C, Moënne-Loccoz Y (2009) The rhizosphere: a playground and battlefield for soilborne pathogens and beneficial microorganisms. Plant Soil 321(1):341–361
Rao D, Mohanty S, Acharya C, Atoliya N (2018) Rhizobial taxonomy-current status. IUNFC Newslett 3:1–3
Ray PK, Jana AK, Maitra DN, Saha MN, Chaudhury J, Saha S, Saha AR (2000) Fertilizer prescriptions on soil test basis for jute, rice and wheat in a Typic Ustochrept. J Indian Soc Soil Sci 48(1):79–84
Reddy PM, Ladha JK, So RB, Hernandez RJ, Ramos MC, Angeles OR et al (1997) Rhizobial communication with rice roots: induction of phenotypic changes, mode of invasion and extent of colonization. Plant Soil 194(1):81–98
Reigh G, O’Connell M (1993) Siderophore-mediated iron transport correlates with the presence of specific iron-regulated proteins in the outer membrane of Rhizobium meliloti. J Bacteriol 175(1):94–102
Reiter B, Bürgmann H, Burg K, Sessitsch A (2003) Endophytic nifH gene diversity in African sweet potato. Can J Microbiol 49(9):549–555
Reitz M, Rudolph K, Schroder I, Hoffmann-Hergarten S, Hallmann J, Sikora R (2000) Lipopolysaccharides of Rhizobium etli strain G12 act in potato roots as an inducing agent of systemic resistance to infection by the cyst nematode Globodera pallida. Appl Environ Microbiol 66(8):3515–3518
Requena N, Jimenez I, Toro M, Barea JM (1997) Interactions between plant-growth-promoting rhizobacteria (PGPR), arbuscular mycorrhizal fungi and Rhizobium spp. in the rhizosphere of Anthyllis cytisoides, a model legume for revegetation in mediterranean semi-arid ecosystems. New Phytol 136(4):667–677
Reyes VG, Schmidt EL (1979) Population densities of Rhizobium japonicum strain 123 estimated directly in soil and rhizospheres. Appl Environ Microbiol 37(5):854–858
Ridge RW, Bender GL, Rolfe BG (1992) Nodule-like structures induced on the roots of wheat seedlings by the addition of the synthetic auxin 2, 4-dichlorophenoxyacetic acid and the effects of microorganisms. Funct Plant Biol 19(5):481–492
Rodrigues Coelho MR, De Vos M, Carneiro NP, Marriel IE, Paiva E, Seldin L (2008) Diversity of nifH gene pools in the rhizosphere of two cultivars of sorghum (Sorghum bicolor) treated with contrasting levels of nitrogen fertilizer. FEMS Microbiol Lett 279(1):15–22
Rodrı́guez H, Fraga R (1999) Phosphate solubilizing bacteria and their role in plant growth promotion. Biotechnol Adv 17(4-5):319–339
Roesch LFW, Camargo FA, Bento FM, Triplett EW (2008) Biodiversity of diazotrophic bacteria within the soil, root and stem of field-grown maize. Plant Soil 302(1):91–104
Rogers C, Oldroyd GE (2014) Synthetic biology approaches to engineering the nitrogen symbiosis in cereals. J Exp Bot 65(8):1939–1946
Rojas-Jiménez K, Sohlenkamp C, Geiger O, Martínez-Romero E, Werner D, Vinuesa P (2005) A ClC chloride channel homolog and ornithine-containing membrane lipids of Rhizobium tropici CIAT899 are involved in symbiotic efficiency and acid tolerance. Mol Plant Microbe Interact 18(11):1175–1185
Rolfe BG, Bender GL (1990) Evolving a Rhizobium for non-legume nodulation. In: Nitrogen fixation. Springer, Boston, MA, pp 779–780
Rout GR, Sahoo S (2005) Role of iron in plant growth and metabolism. Rev Agric Sci 3:1–24
Sabry SR, Saleh SA, Batchelor CA, Jones J, Jotham J, Webster G et al (1997) Endophytic establishment of Azorhizobium caulinodans in wheat. Proc R Soc Lond B: Biol Sci 264(1380):341–346
Şahin F, Çakmakçi R, Kantar F (2004) Sugar beet and barley yields in relation to inoculation with N2-fixing and phosphate solubilizing bacteria. Plant Soil 265(1):123–129
Saikia SP, Jain V (2007) Biological nitrogen fixation with non-legumes: an achievable target or a dogma? Curr Sci:317–322
Savka MA, Dessaux Y, Oger P, Rossbach S (2002) Engineering bacterial competitiveness and persistence in the phytosphere. Mol Plant Microbe Interact 15(9):866–874
Schloter M, Wiehe W, Assmus B, Steindl H, Becke H, Höflich G, Hartmann A (1997) Root colonization of different plants by plant-growth-promoting Rhizobium leguminosarum bv. trifolii R39 studied with monospecific polyclonal antisera. Appl Environ Microbiol 63(5):2038–2046
Schwinghamer EA, Belkengren RP (1968) Inhibition of rhizobia by a strain of Rhizobium trifolii: Some properties of the antibiotic and of the strain. Arch Mikrobiol 64(2):130–145
Schwyn B, Neilands JB (1987) Universal chemical assay for the detection and determination of siderophores. Anal Biochem 160(1):47–56
Senthilkumar M, Madhaiyan M, Sundaram SP, Sangeetha H, Kannaiyan S (2008) Induction of endophytic colonization in rice (Oryza sativa L.) tissue culture plants by Azorhizobium caulinodans. Biotechnol Lett 30(8):1477–1487
Senthilkumar M, Madhaiyan M, Sundaram SP, Kannaiyan S (2009) Intercellular colonization and growth-promoting effects of Methylobacterium sp. with plant-growth regulators on rice (Oryza sativa L. Cv CO-43). Microbiol Res 164(1):92–104
Servín-Garcidueñas LE, Guerrero G, Rogel-Hernández MA, Martínez-Romero E (2019) Genome sequence of Rhizobium jaguaris CCGE525T, a strain isolated from Calliandra grandiflora nodules from a rain forest in Mexico. Microbiol Resour Announ 8(9):e01584–e01518
Sessitsch A, Reiter B, Pfeifer U, Wilhelm E (2002) Cultivation-independent population analysis of bacterial endophytes in three potato varieties based on eubacterial and actinomycetes-specific PCR of 16S rRNA genes. FEMS Microbiol Ecol 39(1):23–32
Shakhawat Hossain M, Mårtensson A (2008) Potential use of Rhizobium spp. to improve fitness of non-nitrogen-fixing plants. Acta Agric Scand Sect B Soil Plant Sci 58(4):352–358
Shaukat SS, Siddiqui IA (2003) The influence of mineral and carbon sources on biological control of charcoal rot fungus, Macrophomina phaseolina by fluorescent pseudomonads in tomato. Lett Appl Microbiol 36(6):392–398
Sheikh LI, Dawar S, Zaki MJ, Ghaffar A (2006) Efficacy of Bacillus thuringiensis and Rhizobium meliloti with nursery fertilizers in the control of root infecting fungi on mung bean and okra plants. Pak J Bot 38(2):465
Shimshick EJ, Hebert RR (1979) Binding characteristics of N2-fixing bacteria to cereal roots. Appl Environ Microbiol 38(3):447–453
Siddiqui IA, Ehteshamul-Haq S, Zaki MJ, Ghaffar A (2000) Effect of urea on the efficacy of Bradyrhizobium sp. and Trichoderma harzianum in the control of root infecting fungi in mungbean and sunflower. Sarhad J Agric (Pak)
Silva HSA, Romeiro RDS, Mounteer A (2003) Development of a root colonization bioassay for rapid screening of rhizobacteria for potential biocontrol agents. J Phytopathol 151(1):42–46
Silva FB, Winck B, Borges CS, Santos FL, Bataiolli RD, Backes T et al (2020) Native rhizobia from southern Brazilian grassland promote the growth of grasses. Rhizosphere 16:100240
Singh R, Kumar V, Sharma S, Behl RK, Singh BP, Narula N (2005) Performance and persistence of green fluorescent protein (gfp) marked Azotobacter chroococcum in sterilized and unsterilized wheat rhizospheric soil. J Appl Environ Biol 11:751–755
Singh RK, Mishra RP, Jaiswal HK, Kumar V, Pandey SP, Rao SB, Annapurna K (2006) Isolation and identification of natural endophytic rhizobia from rice (Oryza sativa L.) through rDNA PCR-RFLP and sequence analysis. Curr Microbiol 52(5):345–349
Singh A, Jain A, Sarma BK, Upadhyay RS, Singh HB (2014) Rhizosphere competent microbial consortium mediates rapid changes in phenolic profiles in chickpea during Sclerotium rolfsii infection. Microbiol Res 169(5-6):353–360
Smith SE, Dickson S, Smith FA (2001) Nutrient transfer in arbuscular mycorrhizas: how are fungal and plant processes integrated? Funct Plant Biol 28(7):685–696
Smith DL, Prithiviraj B, Zhang F (2002) Rhizobial signals and control of plant growth. In: Nitrogen fixation: global perspectives. CABI Publishing, Wallingford, pp 327–330
Somers E, Vanderleyden J, Srinivasan M (2004) Rhizosphere bacterial signalling: a love parade beneath our feet. Crit Rev Microbiol 30(4):205–240
Spencer D, James EK, Ellis GJ, Shaw JE, Sprent JI (1994) Interaction between rhizobia and potato tissues. J Exp Bot 45(10):1475–1482
Staehelin C, Granado J, Müller J, Wiemken A, Mellor RB, Felix G, Boller T (1994) Perception of Rhizobium nodulation factors by tomato cells and inactivation by root chitinases. Proc Natl Acad Sci U S A 91(6):2196–2200
Steen AD, Crits-Christoph A, Carini P, DeAngelis KM, Fierer N, Lloyd KG, Cameron Thrash J (2019) High proportions of bacteria and archaea across most biomes remain uncultured. ISME J 12:3126–3130
Stevens JB, Carter RA, Hussain H, Carson KC, Dilworth MJ, Johnston AW (1999) The fhu genes of Rhizobium leguminosarum, specifying siderophore uptake proteins: fhuDCB are adjacent to a pseudogene version of fhuA. Microbiology 145(3):593–601
Streeter JG (1994) Failure of inoculant rhizobia to overcome the dominance of indigenous strains for nodule formation. Can J Microbiol 40(7):513–522
Streng A, op den Camp R, Bisseling T, Geurts R (2011) Evolutionary origin of Rhizobium Nod factor signaling. Plant Signal Behav 6(10):1510–1514
Suárez R, Wong A, Ramírez M, Barraza A, Orozco MDC, Cevallos MA et al (2008) Improvement of drought tolerance and grain yield in common bean by overexpressing trehalose-6-phosphate synthase in rhizobia. Mol Plant Microbe Interact 21(7):958–966
Sullivan JT, Trzebiatowski JR, Cruickshank RW, Gouzy J, Brown SD, Elliot RM et al (2002) Comparative sequence analysis of the symbiosis island of Mesorhizobium loti strain R7A. J Bacteriol 184(11):3086–3095
Sytsma KJ, Morawetz J, Pires JC, Nepokroeff M, Conti E, Zjhra M et al (2002) Urticalean rosids: circumscription, rosid ancestry, and phylogenetics based on rbcL, trnL-F, and ndhF sequences. Am J Bot 89(9):1531–1546
Terakado-Tonooka J, Ohwaki Y, Yamakawa H, Tanaka F, Yoneyama T, Fujihara S (2008) Expressed nifH genes of endophytic bacteria detected in field-grown sweet potatoes (Ipomoea batatas L.). Microb Environ 23(1):89–93
Thaweenut N, Hachisuka Y, Ando S, Yanagisawa S, Yoneyama T (2011) Two seasons’ study on nifH gene expression and nitrogen fixation by diazotrophic endophytes in sugarcane (Saccharum spp. hybrids): expression of nifH genes similar to those of rhizobia. Plant Soil 338(1):435–449
Thijs S, Sillen W, Weyens N, Vangronsveld J (2017) Phytoremediation: state-of-the-art and a key role for the plant microbiome in future trends and research prospects. Int J Phytoremed 19(1):23–38
Trinick MJ, Galbraith J (1980) The Rhizobium requirements of the non-legume Parasponia in relationship to the cross-inoculation group concept of legumes. New Phytol 86(1):17–26
Trinick MJ, Hadobas PA (1989) Biology of the Pavasponia-Bradyrhizobium symbiosis. In: Nitrogen fixation with non-legumes. Springer, Dordrecht, pp 25–33
Trinick MJ, Hadobas PA (1995) Formation of nodular structures on the non-legumes Brassica napus, B. campestris, B. juncea and Arabidopsis thaliana with Bradyrhizobium and Rhizobium isolated from Parasponia spp. or legumes grown in tropical soils. Plant Soil 172(2):207–219
Triplett EW, Breil BT, Splitter GA (1994) Expression of tfx and sensitivity to the rhizobial peptide antibiotic trifolitoxin in a taxonomically distinct group of alpha-proteobacteria including the animal pathogen Brucella abortus. Appl Environ Microbiol 60(11):4163–4166
Tu JC (1978) Protection of soybean from severe Phytophthora root rot by Rhizobium. Physiol Plant Pathol 12(2):233–240
Tu JC (1979) Evidence of differential tolerance among some root rot fungi to rhizobial parasitism in vitro. Physiol Plant Pathol 14:171–177
Tulumello J, Chabert N, Rodriguez J, Long J, Nalin R, Achouak W, Heulin T (2021) Rhizobium alamii improves water stress tolerance in a non-legume. Sci Total Environ 797:148895
Turner TR, James EK, Poole PS (2013) The plant microbiome. Genome Biol 14:209
Van Loon LC (2007) Plant responses to plant growth-promoting rhizobacteria. In: New perspectives and approaches in plant growth-promoting. Rhizobacteria research, pp 243–254
Van Dillewijn P, Soto MJ, Villadas PJ, Toro N (2001) Construction and environmental release of a Sinorhizobium meliloti strain genetically modified to be more competitive for alfalfa nodulation. Appl Environ Microbiol 67(9):3860–3865
van Velzen R, Holmer R, Bu F, Rutten L, van Zeijl A, Liu W et al (2018) Comparative genomics of the nonlegume Parasponia reveals insights into evolution of nitrogen-fixing Rhizobium symbioses. Proc Natl Acad Sci U S A 115(20):E4700–E4709
Vargas LK, Lisboa BB, Schlindwein G, Granada CE, Giongo A, Beneduzi A, Passaglia LMP (2009) Occurrence of plant growth-promoting traits in clover-nodulating rhizobia strains isolated from different soils in Rio Grande do Sul state. Rev Brasil Ciên Solo 33(5):1227–1235
Velázquez E, Peix A, Zurdo-Piñiro JL, Palomo JL, Mateos PF, Rivas R et al (2005) The coexistence of symbiosis and pathogenicity-determining genes in Rhizobium rhizogenes strains enables them to induce nodules and tumors or hairy roots in plants. Mol Plant Microbe Interact 18(12):1325–1332
Velázquez E, Carro L, Flores-Félix JD, Menéndez E, Ramírez-Bahena MH, Peix A (2019) Bacteria-inducing legume nodules involved in the improvement of plant growth, health and nutrition. In: Microbiome in plant health and disease. Springer, Singapore, pp 79–104
Vences-Guzmán MÁ, Guan Z, Ormeño-Orrillo E, González-Silva N, López-Lara IM, Martínez-Romero E et al (2011) Hydroxylated ornithine lipids increase stress tolerance in Rhizobium tropici CIAT899. Mol Microbiol 79(6):1496–1514
Venieraki A, Dimou M, Vezyri E, Kefalogianni I, Argyris N, Liara G, Pergalis P, Chatzipavlidis I, Katinakis P (2011) Characterization of nitrogen-fixing bacteria isolated from field-grown barley, oat, and wheat. J Microbiol 49(4):525–534
Vergine M, Meyer JB, Cardinale M, Sabella E, Hartmann M, Cherubini P et al (2019) The Xylella fastidiosa-resistant olive cultivar “Leccino” has stable endophytic microbiota during the olive quick decline syndrome (OQDS). Pathogens 9(1):35
Verma SC, Singh A, Chowdhury SP, Tripathi AK (2004) Endophytic colonization ability of two deep-water rice endophytes, Pantoea sp. and Ochrobactrum sp. using green fluorescent protein reporter. Biotechnol Lett 26(5):425–429
Vessey JK (2003) Plant growth-promoting rhizobacteria as biofertilizers. Plant Soil 255(2):571–586
Volpiano CG, Lisboa BB, Granada CE, São José JFB, de Oliveira AMR, Beneduzi A (2019) Microbiome in plant health and disease
Walsh C, Pascal RA Jr, Johnston M, Raines R, Dikshit D, Krantz A, Honma M (1981) Mechanistic studies on the pyridoxal phosphate enzyme 1-aminocyclopropane-1-carboxylate deaminase from Pseudomonas sp. Biochemistry 20(26):7509–7519
Walters WA, Jin Z, Youngblut N, Wallace JG, Sutter J, Zhang W et al (2018) Large-scale replicated field study of maize rhizosphere identifies heritable microbes. Proc Natl Acad Sci U S A 115(28):7368–7373
Wang C, Knill E, Glick BR, Défago G (2000) Effect of transferring 1-aminocyclopropane-1-carboxylic acid (ACC) deaminase genes into Pseudomonas fluorescens strain CHA0 and its gacA derivative CHA96 on their growth-promoting and disease-suppressive capacities. Can J Microbiol 46(10):898–907
Wang M, Eyre AW, Thon MR, Oh Y, Dean RA (2020) Dynamic changes in the microbiome of rice during shoot and root growth derived from seeds. Front Microbiol 2183
Webster G, Gough C, Vasse J, Batchelor CA, O’callaghan KJ, Kothari SL et al (1997) Interactions of rhizobia with rice and wheat. In: Opportunities for biological nitrogen fixation in rice and other non-legumes. Springer, Dordrecht, pp 115–122
Weller DM, Raaijmakers JM, Gardener BBM, Thomashow LS (2002) Microbial populations responsible for specific soil suppressiveness to plant pathogens. Annu Rev Phytopathol 40(1):309–348
Werner D (1992) Symbiosis of plants and microbes (No. SB731 W49). Chapman & Hall, London
Weyens N, van der Lelie D, Taghavi S, Vangronsveld J (2009) Phytoremediation: plant–endophyte partnerships take the challenge. Curr Opin Biotechnol 20(2):248–254
Wiehe W, Höflich G (1995) Survival of plant growth-promoting rhizosphere bacteria in the rhizosphere of different crops and migration to non-inoculated plants under field conditions in north-east Germany. Microbiol Res 150(2):201–206
Wiehe W, Hecht-Buchholz CH, Hoflich G (1994) Electron microscopic investigations on root colonization of Lupinus albus and Pisum sativum with two associative plant growth-promoting rhizobacteria, Pseudomonas fluorescens and Rhizobium leguminosarum bv. trifolii. Symbiosis
Wu Q, Peng X, Yang M, Zhang W, Dazzo FB, Uphoff N et al (2018) Rhizobia promote the growth of rice shoots by targeting cell signaling, division and expansion. Plant Mol Biol 97(6):507–523
Xie ZP, Staehelin C, Vierheilig H, Wiemken A, Jabbouri S, Broughton WJ et al (1995) Rhizobial nodulation factors stimulate mycorrhizal colonization of nodulating and nonnodulating soybeans. Plant Physiol 108(4):1519–1525
Xu H, Yang Y, Tian Y, Xu R, Zhong Y, Liao H (2020) Rhizobium inoculation drives the shifting of rhizosphere fungal community in a host genotype-dependent manner. Front Microbiol 3135
Yang SF, Hoffman NE (1984) Ethylene biosynthesis and its regulation in higher plants. Annu rev Plant Physiol 35(1):155–189
Yang G, Bhuvaneswari TV, Joseph CM, King MD, Phillips DA (2002) Roles for riboflavin in the Sinorhizobium-alfalfa association. Mol Plant Microbe Interact 15(5):456–462
Yanni YG, Rizk RY, Corich V, Squartini A, Ninke K, Philip-Hollingsworth S et al (1997) Natural endophytic association between Rhizobium leguminosarum bv. trifolii and rice roots and assessment of its potential to promote rice growth. In: Opportunities for biological nitrogen fixation in rice and other non-legumes. Springer, Dordrecht, pp 99–114
Yanni YG, Rizk RY, Abd El-Fattah FK, Squartini A, Corich V, Giacomini A et al (2001) The beneficial plant growth-promoting association of Rhizobium leguminosarum bv. trifolii with rice roots. Funct Plant Biol 28(9):845–870
Yardin MR, Kennedy IR, Thies JE (2000) Development of high-quality carrier materials for field delivery of key microorganisms used as bio-fertilisers and bio-pesticides. Radiat Phys Chem 57(3–6):565–568
Yeoh YK, Dennis PG, Paungfoo-Lonhienne C, Weber L, Brackin R, Ragan MA et al (2017) Evolutionary conservation of a core root microbiome across plant phyla along a tropical soil chronosequence. Nat Commun 8(1):1–9
Yoneyama T, Terakado-Tonooka J, Minamisawa K (2017) Exploration of bacterial N2-fixation systems in association with soil-grown sugarcane, sweet potato, and paddy rice: a review and synthesis. Soil Sci Plant Nutr 63(6):578–590
Yoneyama T, Terakado-Tonooka J, Bao Z, Minamisawa K (2019) Molecular analyses of the distribution and function of diazotrophic rhizobia and methanotrophs in the tissues and rhizosphere of non-leguminous plants. Plants 8(10):408
Yu D, Kennedy IR (1995) Nitrogenase activity (C2H2 reduction) of Azorhizobium in 2, 4-D-induced root structures of wheat. Soil Biol Biochem 27(4-5):459–462
Zahir ZA, Arshad M (2004) Perspectives in agriculture. Adv Agron 81:97–98
Zahir ZA, Munir A, Asghar HN, Shaharoona B, Arshad M (2008) Effectiveness of rhizobacteria containing ACC deaminase for growth promotion of peas (Pisum sativum) under drought conditions. J Microbiol Biotechnol 18(5):958–963
Zahir ZA, Ghani U, Naveed M, Nadeem SM, Asghar HN (2009) Comparative effectiveness of Pseudomonas and Serratia sp. containing ACC-deaminase for improving growth and yield of wheat (Triticum aestivum L.) under salt-stressed conditions. Arch Microbiol 191(5):415–424
Zheng Y, Liang J, Zhao DL, Meng C, Xu ZC, Xie ZH, Zhang CS (2020) The root nodule microbiome of cultivated and wild halophytic legumes showed similar diversity but distinct community structure in Yellow River Delta saline soils. Microorganisms 8(2):207
Ziaf K, Latif U, Amjad M, Shabir MZ, Asghar W, Ahmed S et al (2016) Combined use of microbial and synthetic amendments can improve radish (Raphanus sativus) yield. J Environ Agric Sci 6:10–15
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SD, ND and PP are grateful to Department of Biotechnology, Ministry of Science and Technology, Govt of India, for financial support.
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Debnath, S., Das, N., Maheshwari, D.K., Pandey, P. (2022). Interactions of Rhizobia with Nonleguminous Plants: A Molecular Ecology Perspective for Enhanced Plant Growth. In: Maheshwari, D.K., Dobhal, R., Dheeman, S. (eds) Nitrogen Fixing Bacteria: Sustainable Growth of Non-legumes. Microorganisms for Sustainability, vol 36. Springer, Singapore. https://doi.org/10.1007/978-981-19-4906-7_3
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