Next Article in Journal
Effects of Temperature and Light on the Germination-Promoting Activity by Melatonin in Almond Seeds without Stratification
Previous Article in Journal
Efflux Pumps and Multidrug-Resistance in Pyricularia oryzae Triticum Lineage
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Review

Mechanisms and Strategies of Plant Microbiome Interactions to Mitigate Abiotic Stresses

1
Department of Biotechnology, Lahore College for Women University, Lahore 54000, Pakistan
2
Dr. Muhammed Ajmal Khan Institute of Sustainable Halophyte Utilization, University of Karachi, Karachi 75270, Pakistan
3
Department of Microbiology, University of Karachi, Karachi 75270, Pakistan
4
Department of Applied Biology, College of Sciences, University of Sharjah, Sharjah P.O. Box 27272, United Arab Emirates
5
Department of Chemical, Pharmaceutical and Agricultural Sciences (DOCPAS), University of Ferrara, Via Luigi Borsari, 46, 44121 Ferrara, Italy
6
Department of Agricultural and Forestry Sciences (DAFNE), University of Tuscia, Via S. Camillo de Lellis snc, 01100 Viterbo, Italy
7
Department of Plant Biotechnology, Atta-ur-Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad 44000, Pakistan
*
Authors to whom correspondence should be addressed.
Agronomy 2022, 12(9), 2069; https://doi.org/10.3390/agronomy12092069
Submission received: 13 July 2022 / Revised: 19 August 2022 / Accepted: 25 August 2022 / Published: 30 August 2022
(This article belongs to the Topic Innovation and Solution for Sustainable Agriculture)

Abstract

:
Abiotic stresses are the most significant factors reducing agricultural productivity. Plants face extreme environmental conditions that may affect their biological mechanisms, thereby influencing their growth and development. Microorganisms possess substantial metabolites that aid in helping plants mitigate abiotic stresses. Plants’ interaction with microbes constitutes a diversified ecosystem, as sometimes both the partners share a mutualistic relationship. Endophytes, plant-growth-promoting rhizobacteria (PGPRs), and arbuscular mycorrhizal fungi (AMFs) are examples of microorganisms that play an essential role in alleviating abiotic stresses and, hence, improving plant growth. The plant–microbe interaction leads to the modulation of complex mechanisms in the plant cellular system. Moreover, the residing microbial flora also inhibits the phytopathogens, therefore, it becomes part of plants’ innate defense system. Keeping in view the growing environmental concerns, it is important to identify the role of the plant microbiome in the transportation of nutrients to maintain sustainable production. Furthermore, it is important to identify the factors enabling plants to recruit beneficial microbial species and how to deal with the potential pathogens. Therefore, this review aims to summarize the impacts of various abiotic stressors on agricultural productivity and the role of beneficial microorganisms in mitigating the negative effects of abiotic stresses. The literature review also shows that the beneficial microbes, including PGPRs, AMFs, and endophytes, adopt various mechanisms for ameliorating the negative effects of various stresses. It has been observed that biochar and microbes, either individually or in combination, can play a significant role in maintaining plant growth under stress conditions. Although conventional inoculation of beneficial microbes mitigates abiotic stresses and enhances productivity, the advancement in genetic engineering would help transfer specific genes from the microbes to plants to aid in abiotic stress mitigation.

Graphical Abstract

1. Introduction

In the current century, the availability of sufficient food is a major problem due to the growing population and fewer food-production resources [1]. Decreased area of arable farmlands is one of the major reasons for the food shortage. Various human activities; degradation of soil; deforestation; and multiple environmental factors, such as flooding, salinity, extreme temperature, and heavy metal stress, are the main reasons for decreased fertile lands [2]. Somehow, plants have adapted various traits according to their surrounding environment, while some plants increased the production of osmolytes and scavenging of ROS [3]. In the last few decades, some modern plant biotechnology techniques have been used extensively to modify plants with desired adaptations such as resistance to phytopathogens, tolerance against stressful conditions, and enhanced nutritional values. These techniques include conventional breeding and genetic engineering, which are used to transfer desirable traits from one plant to another [4].
It is estimated that by the year 2050, crop productivity should be increased from 60 to 100% to meet the anticipated global population (9.7 billion). The current agricultural practices and climate-change situation do not favor the achievement of this target [5]. Particularly, the use of infertile land is a major challenge. The increase of crop productivity by using infertile lands is challenging. To enhance crop yield, some farmers apply chemical fertilizers which are not suitable for soil health or for the food chain. Another disadvantage of using chemical fertilizers is that they are more expensive and damage plant health, as well [6].
Soil salinity incurs a decrease in the plants’ growth and yield. Usually, the soil salinity is increased by using saline water and different manures [7]. The lower productivity in agricultural lands also affects agribusinesses. According to the FAO, more than 20% of the lands are affected by salinity [8]. Soil salinity causes sodium aggregation, which promotes chlorosis and changes in ion stability, which ultimately results in yield loss, as well as a reduction in the nitrogen content in plants. The salinity in the roots’ area may decrease the weight of plant parts [9]. The rhizosphere is the root zone of a plant where rhizobacteria reside. These rhizobacteria are vital for the maintenance of soil health [10]. The inoculation of plants with 3–5% rhizobacteria enhances plant growth. Thus, they are named plant-growth-promoting rhizobacteria. These rhizobacteria include a diversity of microbes that have the potential to increase plant growth and yield [11].
Although some microorganisms are considered harmful to plants due to their disease-causing properties [12], most soil microorganisms help plants to survive stressful conditions. These microorganisms are now being used in agriculture to produce food crops. Several microorganisms play a significant role in the fixation of atmospheric nitrogen; organic wastes; pesticide detoxification; mitigation of plant disease; and production of bioactive compounds, such as vitamins, hormones, and enzymes [13].
Plant-growth-promoting rhizobacteria (PGPRs) and plant-growth-promoting fungi (PGPFs) are examples of some microorganisms that help to mitigate abiotic stress [14]. Beneficial microorganisms mitigate abiotic stress by adapting various strategies such as phytohormone production, lowering ethylene oxide levels, upregulation of dehydration response, and the induction of genes encoding antioxidant genes. Bacteria that reside in the plant’s root usually secrete phytohormones that mitigate the salinity and decrease seedling growth [15]. It has been observed that plant-growth-promoting bacteria such as Pseudomonas sp. and Bacillus promote plant growth under stressed conditions by the secretion of indole acetic acid and siderophores. The lowered ethylene level helps plant roots grow, ultimately leading to a healthy plant [16].
Some studies revealed that the enhanced growth of plants under abiotic stress by microorganisms is due to the activation of primary metabolisms, leading to increased plant growth, improved photosynthesis, better uptake of nutrients, and higher antioxidant enzymes activity. Moreover, some secondary metabolites also help in tolerating abiotic stress, such as flavonoids, phytoalexins, phenyl-propranoids, and carotenoids [17]. Both fungal and bacterial species help to enhance the production of secondary metabolites under abiotic stress [18].
The use of PGPRs from manures is also a promising approach to decrease the negative effects of abiotic stress. PGPRs aid in the growth of the plant and the removal of heavy metals and to overcome the negative effects of pesticides. Thus, they lead to the bioremediation of polluted soils [19].
It is assumed that crop productivity can be enhanced by using various modern strategies, including the use of beneficial microorganisms. These microorganisms have the potential to increase crop productivity through the stimulation of phytohormones, nitrogen fixation, and resistance against abiotic and biotic stress. By the detailed study and research on these microorganisms, one can make suitable microbial formulation or consortia that can help a plant to increase its productivity at a low cost [20].
In the last few years, several reports reviewed the role of beneficial microbes, especially PGPRs, AMFs, and endophytes, in mitigating stressful effects of salinity [21], drought [22,23], and both drought and salinity [24]; environmental decontamination [25,26]; and climate change and high temperatures [27,28]. However, no recent reviews extensively covered the ameliorating effects of all of these stressors on plants. Importantly, the possible mechanisms behind the ameliorating effects of beneficial microbes are rarely covered in the extensive reviews covering many environmental stressors. This review aims to summarize the important studies in which various abiotic stressors led to losses in agricultural productivity and the role of using beneficial microorganisms to mitigate the negative effects of the stresses to enhance crop productivity. It also discusses various mechanisms behind the ameliorating effects of PGPRs, AMFs, and endophytes to different stresses

2. Climate Change and Loss of Soil Fertility

Climate change has been recognized globally, and its impacts have been witnessed in different ways. Its effect on the global environment can be assessed by considering various parameters [29]. A steep increase in the level of carbon dioxide [30] and temperature has been associated with it. It is estimated that by the year 2100, the atmospheric temperature may raise by 1.8 and 3.6 °C. The increased temperature will conceivably cause a decrease in soil water content in some areas, leading to drought conditions. In addition to crops, the rise in temperature and drought will have an impact on terrestrial microorganism and wild plants [31]. It is considered important to understand how biotic and abiotic factors affect plant morphological traits to predict the responses of species, the community, and the ecosystem toward global climate change. One of the complex traits in temperate deciduous trees is bud break phenology; mostly it is triggered by the interaction of extreme temperature, photoperiod, and plant genetic architecture. The impact of global climate change on soil microbial communities influences their interactions with the plant and indirectly affects the physiological traits of the plants [32]. This indicates the complexity of biotic interaction in soil. A number of human-induced activities have caused the loss of soil fertility and production. Various alternative nutrient management techniques can be applied to reinstate the soil fertility. A significant alternative to treat soil fertility is to use microbial inocula and organic fertilizers. Various techniques are useful to restore the fertility of soil by using many bacterial and fungi [33]. The soil fertility can be improved by using multiple species of microbes, i.e., bacteria and fungi. These microbes help to increase organic matter content, which, in return, enhances the availability of nutrients in the soil such as N, P, K, and Fe. Some microbes also help in the mobilization of nutrients to plants from the rhizosphere. The application of microbial inoculum also helps with the recovery of soil fertility. For the recovery of soil fertility, several microbes use direct or indirect mechanisms [34].
The soil microbes may affect the circadian clock by affecting the timings of plant phonological traits such as flowering and leaf-growth timings, as well as nutrient acquisition [35]. The biotic regulation of plant performance, plant development, and plant fitness is also affected by the soil–microbe relation. For instance, in Boechera stricta, the flowering time depends on the soil microbes and biotic factors. It was proved experimentally that the delayed flowering in Arabidopsis thaliana may be triggered by the microbially derived Indole acetic acid (IAA), which downregulates the gene responsible for flowering [36].
The soil microbial community as a whole confers tolerance to various environmental stress. In one study, the application of ectomycorrhizal fungi (EMF) inoculum on the sterile Pinus edulis seedlings showed that the growth rate in drought conditions was the same as obtained under normal conditions. Meanwhile, under dry conditions, the seedlings’ growth rate was 25% higher in drought-tolerant seedlings. The study affirmed the hypothesis that soil microbial communities play an essential role in determining plant phenotypes and their responses to abiotic stress. Somehow, the effect of the soil microbiome on plant physiology and in plant genetics remains unknown [37].
Climate change has also affected the root exudates, as the higher rate of CO2 leads to the increased carbon concentration to the root zone, and the composition of the root exudates becomes altered. The ratio of plant chemoattractants and the C/N ratio has also been affected due to climate changes. Moreover, it can also lead to the alteration in composition and activity of the plant microbial community. Thus, researchers have studied how climate change may affect the relationship of plant and microbial communities, as they have a mutualistic association. Under certain climatic conditions, plants exhibit sufficient properties and colonization capacity, as some microbiomes are known to be beneficial for plant growth. It was observed that the plant microbial community is affected by the altered environmental conditions or by plant physiology [38]. Figure 1 shows the effects of elevated CO2 concentrations on plants.
It has been observed that the rhizosphere is impacted by the soil microbiome. Many rhizospheric microbial species exhibit an affinity for the plant tissues and can invade the root, where they adopt an endophytic lifestyle. This mechanism was observed in plant-growth-promoting fungi (PGPF), for instance, arbuscular mycorrhizae, ectomycorrhizae, and other endophytic bacteria. The well-characterized plant-growth-promoting rhizobacteria were also proved to be beneficial for their host [39].

3. Plant-Associated Microorganisms

Many microbes are allowed to reside in the plant rhizosphere, surfaces of leaves, and other plant tissue. These microbes are collectively known as plant microbiomes. These plant-associated microbes have a positive effect on plant health, influencing plant physiology and development. The composition and function of the plant microbial community are managed by environmental factors [40]. A symbiotic relationship between fungi and vascular plants is considered as mycorrhiza. Some obligate mycorrhizal fungi have a symbiotic association with terrestrial plants, including halophytes, which are known as arbuscular mycorrhizal fungi (AMFs). AMFs can form vesicles and hyphae in roots and can also sporulate in the rhizosphere. The hyphal network created by AMFs provides excellent access to the soil surface area, thus causing an increase in plant growth. AMFs aid in the improvement of plant nutrition through the efficient translocation of nutrients. They also also help in the improvement of soil quality and plant health [3]. Various mechanisms have been employed by AMFs for the amelioration of abiotic stresses. These include increased mineral acquisition, improved water uptake, ionic homeostasis, synthesis of phytohormones, enhanced photosynthesis activity, and improved production of antioxidant enzymes [41]. For increased mineral nutrition, the higher ratio of Na+ and Cl in soil usually competes with the translocation of important ions such as Ca2+, P, K+, and Mg2+. These ions change the ratio of salt in the soil solution, and this may cause an alteration in the plant nutrition ratio, ultimately leading to declined plant growth and biomass. The salinity tolerance in host plants such as wheat, alfalfa, tomato, and maize has been found to be ameliorated by AMF–plant symbiosis [42].
AMFs also help plants increase their water uptake. Due to the extended network of hyphae in the soil, plants improve their water-absorption capacity. AMFs cause the accumulation of osmolytes in plants such as proline, glycine, and betaine. These fungi also help to improve the working of water-channel proteins and aquaporins. This may enhance the transport of water inside plant cells to maintain cellular osmoregulation [43]. Ionic homeostasis can also be controlled by AMFs. The salinity stress causes higher Na+ concentration in plants, and this, in return, may interfere with the transporters in the root plasma membrane. Ionic homeostasis may cause the reduction of nutrient uptake in plants. The higher ratio of Na+ and K+ in plants may interrupt multiple enzymatic processes and the synthesis of protein. Therefore, AMFs help the plants under salinity stress to reduce the absorption of Na+ and K+ and enhance the uptake of essential soil nutrients [44]. Under salt stress, AMFs produce auxins and cytokinins in plants that help in plant growth and also initiate hormone synthesis. The synthesis of abscisic acid, jasmonic acid, and salicylic acid takes place more in plants with AMFs [45]. Salinity stress in plants causes the excessive production of ROS, which ultimately reduces the activities of antioxidant enzymes. Plants that have a strong association with AMFs may have a lower amount of ROS, thus helping plants to alleviate salinity stress by increasing enzymes such as catalase (CAT), glutathione reductase (GR), ascorbate peroxidase (APX), superoxide dismutase (SOD), and monodehydroascorbate reductase (MDHAR). All of these enzymes protect plants from oxidative damage [45].

4. Salinity, Drought, and Waterlogging

To survive under suboptimum conditions, plants develop various mechanisms to alleviate negative impacts. The plants’ survival rate depends on how they react to biotic and abiotic stress. These mechanisms include the significant association with plant roots and soil microbes. Microbes in the soil can easily move into and inhabit their surrounding environment [46]. The root microbiome, archaea, oomycetes, fungi, and bacteria are all considered to be colonizers of plant roots [47]. Plants mostly engage microbes in their roots from the soil microbial community. The composition of the root bacterial and fungal community can be determined by the pool of soil microbes and root compartments. These are the rhizosphere, rhizoplane, and root endosphere [48]. The composition of the soil bacterial and fungal community depends on soil factors such as the pH. Many nutrients, such as phosphorus (P), carbon (C), and nitrogen (N), play a significant role in the soil microbial community [49]. The composition of the plant rhizosphere community is affected by the excretion of organic compounds, mucilage, and microbe-signaling hormones, as well as sloughed root border cells. All of these components, together, provide better nutrient-rich growth conditions for microbes. It works for the selection of soil microbes toward the rhizosphere. The microbe-signaling compounds and plant immune response are activated by the host-plant’s genetic factors. This phenomenon allows the soil microbiome to bind with the rhizoplane. Subsequently, the microbiome enters into the root endosphere [50]. Figure 2 shows how abiotic stress factors affect plant microbiomes and their morphology.

4.1. Salinity

Salinity is one of the global soil-degradation problems. There are multiple factors governing soil salinity, for instance, agriculture inputs and the use of sewage sludge, municipal garden waste, and manure. Soil salinity may lead to suboptimal plant development and can reduce the activity of soil microbes. It has also been reported that soil salinity may cause changes in water in relation to plant tissue, nutrition, and ion imbalance [51]. Salinity causes toxicity in plant tissues via the accumulation of Cl and Na+ ions [52]. The presence of soluble salt in soil may lead to the shortage of water in plant cells, thus leading to plasmolysis. Plasmolysis may kill soil microbes and plant roots [53]. An increase in the levels of salinity leads to the condition known as the “rapid osmotic phase”, while osmotic stress may remove water from soil, ensuing “slower ion toxicity phase” [54]. Salinity-tolerant microbes are of two types: halophiles and halotolerant. Halophilic microbes necessarily require salt for their better growth, while halotolerant microbes are those that can adapt to a saline environment but do not necessarily require a high salt concentration for their growth. Halophilic bacteria are characterized based on their salt-tolerance level into weak halophiles, moderate halophiles, and extreme halophiles. Weak halophiles need (1–3%) of NaCl concentration, moderate halophiles require (3–15%) of NaCl concentration, and extreme halophiles can grow in 15–30% of NaCl. These bacteria secrete novel enzymes with polyextremophilic features, including cellulases, xylanases, proteases, amylases, lipase, and gelatinase [55]. These enzymes are conceivably haloenzymes (or halozymes), having salt-tolerance or salt-tolerant catalytic properties. Haloenzymes and non-halophilic predecessors exhibit the same enzymatic properties. Somehow, their structural properties differ which allows them to survive under extreme conditions [56]. Enzymes excreted by the halophile play a major role in plant–microbiome interactions and also help with the maintenance of soil structures [57]. Salt-tolerant plants have a beneficial microbiome in their rhizosphere. The microbiome plays a significant role in plant growth and resistance against to soil salinity [58]. It was reported in many studies that salinity may lower microbial activity, as well as alter the composition of the microbial community [59]. Andronov et al. [60] observed that salinity levels may cause variation in the composition of bacterial and fungal communities. Fungi are more susceptible to salt stress than bacteria. Thus, the fungi–bacteria ratio may vary in saline soils. It may lead to an altered composition of the soil microbiome, indicating that salinity can be critical for microbial communities. Primary organic osmolytes are proline and glycine betaine, while other inorganic osmolytes that are present in salt-tolerant bacteria include potassium ions. The formation of osmolytes from inorganic salts proved to be hazardous; thus, only those halophilic microorganisms that have salt-tolerant enzymes survive under saline conditions [60].

4.2. Drought

It was observed that a shortage of water may lead to stress in plants. Many studies have been carried out to study the effect of drought as a water stress. Under drought stress, the root colonization levels decrease by arbuscular mycorrhizal fungi (AMFs). AMFs could enhance plant efficiency under drought stress. The plant’s drought fitness has been maintained by increasing the nutritional content and stomatal conductance, and as a result, the water utilization efficiency is enhanced [61]. Few studies have been carried out regarding drought-induced changes in non-mycorrhizal and root-associated fungal communities [62]. The profiling of those bacterial communities that are responsive to drought has been carried out. Under drought stress, it was observed that the root microbiome of rice (Oryza sativa) and sorghum (Sorghum bicolor) contains more bacteria belonging to Actinobacteria. In a study, 30 plant species were subjected to drought stress, and it was revealed that Streptomyces species dominated the root endosphere community. Indeed, the plant species became resistant to drought stress by the increase of the Streptomyces species [63]. In sorghum seedlings, the root growth increases due to the plant-growth-promoting activities of Streptomyces [64]. Under drought stress, Actinobacteria may dominate the soil bacterial community [65]. In dried soil, the diffusion pathways become reduced, leading to nutrient deficiency. To lower the internal solute potential, microbes must accumulate osmolytes inside their cells and avoid losing water to their environment [66]. Figure 3 represents changes caused by the environmental factors on soil microbial composition.

4.3. Waterlogging

Water is one of the main factors for plant growth, but excessive water irrigation may cause plant death. The change in global climate may also increase the chances of floods. The increase in water level may cause damage to the non-photosynthetic parts of the plants, such as the roots. It may lead to decreased oxygen (O2) levels; one of the major stresses faced by the plants during waterlogging is the inhibition of cellular respiration. Waterlogging can cause many biochemical, as well as physiological, changes in plants, such as a higher production rate in the plant stress-signaling hormone ethylene. This production has an adverse effect on plant shoot and leaf morphology [67]. The exploration of plant-growth-promoting bacteria and fungi, with a particular emphasis on their role in protecting plants during floods, can broaden our understanding of plant–microbiome interaction. It is speculated that the microbiome may help in conferring stress tolerance to plants under no oxygen supply. Indeed, many bacteria activate ethylene levels by producing 1-aminocyclopropana-1-carboxylate (ACC) deaminase. ACC is the natural precursor of ethylene in plants. The plant damage rate under stress can be reduced by the cleavage of ACC, using the enzyme ACC-deaminase produced by bacteria. The cleavage of ACC results in a decreased amount of ethylene [68]. For instance, the basil (Ocimum sanctum) plant was inoculated with ACC-deaminase producing bacteria, and enhanced growth and a decreased ethylene level were observed in plants under waterlogged soil conditions [69]. An ACC-deaminase produced by Pseudomonas putida UW4 was inoculated in cucumber (Cucumis sativus) grown under anoxic conditions. This enzyme shifted the protein sequence toward the protein profile that plays a significant role in nutrient metabolism, defense stress, and antioxidant activity [70]. In few studies, root-associated microbial-community responses in non-wetland plants species which are exposed to waterlogging have been reported. For instance, in the terminal restriction fragment length polymorphism profiling of root-free bulk soil, rhizosphere and whole-root samples from poplar seedlings (Populus species) were subjected to waterlogging experiments, revealing a bacterial community composition in both the rhizosphere and roots [69]. In another study, it was observed that the concentration of denitrifying bacteria decreases in wheat (Triticum aestivum) due to waterlogging and nitrogen limitation. These abiotic stresses also affect the rhizosphere community structure [71]. The overflow of waterlogging may cause many physicochemical changes in the soil where plants grow. Soil pores allow gas exchange between the atmosphere, the soil, and microbes. Due to waterlogging, these soil pores filled with water and gaseous exchange are reduced [72]. During waterlogging, microbiomes can cause the depletion of oxygen in soil, leading to anoxia in the upper layer of the soil [73]. These kinds of changes in the soil such as oxygen deficiency can cause shifts in soil microbiomes such as they may change from aerobic microorganisms to facultative anaerobes and to strict anaerobes. It was observed that during waterlogging, Aquaspirillum increases in the rhizosphere and roots of poplars [74].

4.4. Heavy Metals Stress

Multiple industrial and agricultural activities accumulate heavy metals in soil. Heavy metals are not suitable for plants, as they are of a higher density and poisonous at lower concentrations [75]. To protect plants from tissue damage, various sustainable approaches have been used. One of them is phytoremediation, which uses microbes to eliminate heavy metals from soil. Microbes are also a good indicator of heavy metals; microbes (rhizobacteria and mycorrhiza) have the potential to enhance plant growth and development under heavy-metal stress [76]. These microbes can reduce the heavy-metal stress by using various mechanisms, such as efflux, volatilization, metal complexation, and enzymatic detoxification. These microbes help to improve plant growth by the release of plant-growth regulators such as IAA, deaminase, and ACC. The plant-associated microbes also aid in the decrease of ethylene concentration for the better development of plants under metal stress. The heavy metals in plants can be removed both by using living and non-living microbial biomass. The bacterial and fungal cell wall plays a significant role in plants under metal stress [77]. It has been observed that various microbes, such as Proteobacteria, Firmicutes, and Actinobacteria, play a significant role in the removal of Pb, As, and Mn from soil [78]. For instance, the reduced growth of Vicia faba was observed when copper was accumulated, but the negative impact of copper is reversed by inoculation with rhizobia and PGPRs [79].

4.5. Temperature Stress

The climate change may alter the intensity of temperature stress in plants. Plants tolerate extreme temperature conditions such as heat and cold stress. The temperature stress causes the alteration of the plasma membrane, photosynthesis activity, cell division, and plant growth. Under heat stress, fluidity increases in plants, while in cold stress, it is reduced [80]. One of the major abiotic stresses include the heat stress, which alters the plant hormone concentration. To overcome heat stress, plants use multiple mechanisms such as the release of enzymes and osmolytes accumulation. Multiple microbes help plants to survive under low temperatures [81]. It was reported by Yadav et al. [82] that Pseudomonas cedrina, Brevundimonas terrae, and Arthrobacter nicotianae have the potential to maintain plant health under low temperatures.

5. How Do Abiotic Stresses Cause Loss of Plants Productivity?

For optimal growth, development, and production, plants need light for photosynthesis, and they need water and minerals for their growth. Extreme environmental conditions can limit plant growth. Undesirable environmental stresses such as salinity and drought stresses render stressful conditions [83]. Plants have “a memory” about the past exposure to abiotic stresses and, hence, can develop a defensive mechanism to bear such extreme conditions for any future exposure [84]. Initially, in response to unfavorable conditions, plants develop symptoms at the cellular level. Plants’ physiological appearance and photosynthetic ability are highly affected by the drought stress [85]. Prolonged water stress may cause various changes in plants, such as lower leaf-water potential, decreased stomatal opening, reduction in leaf size and root growth, and delay in flowering and fruiting [86]. The intensity of light above or below the optimum concentration may alter or diminish the physiological process and affect plant growth and development. A bulk amount of reactive oxygen species has been produced in response to excessive light and influences photo-oxidation, which also has an impact on enzymes and other biomolecules. The loss of plant productivity ratio also increases under extreme conditions [87]. Most of the crop loss occurs due to the extreme cold or an increase in temperature.
Pollutant contamination and anthropogenic disturbance also affect crop production [88]. Acidic soil becomes nutrient deficient, and in response, this affects plant physiology and growth. Exposure of plants to salinity at the initial stage may cause ion toxicity within a cell. The prolonged duration of salinity leads to the disruption of osmotic balance. Ionic, as well as osmotic, shock may alter the plant growth and development [89]. For the salinity-stress tolerance, plants need to maintain osmotic and ionic homeostasis within their cells. Under extreme cold temperatures, plants avoid cold injury of tissues through freezing tolerance. Plants tolerate freezing temperature by the activation of their anti-freezing response within a short photoperiod. This phenomenon is known as cold acclimation [90]. Plants release a stress-specific signaling cascade in response to stress stimuli. In response to the defense system, the expression of stress-specific genes in plants initiates the synthesis of phytohormones such as abscisic acid, jasmonic acid, salicylic acid, and ethylene. The accumulation of phenolic acid and flavonoids and activation of transcription factors and antioxidants also help to mount the defensive system [91].
To deal with the mitigation of plants abiotic stress, it is important to understand the molecular machinery, as well as metabolic pathways and regulatory genes. To understand stress mitigation strategies, the identification of stress-responsive multigenic traits and exploration of linked markers for stress related genes are the current focus [92].

6. Microbiome and Stresses

Plant metabolism is highly affected by biotic, as well as abiotic, stresses. These stresses also have a significant effect on the composition of root exudates. Field-grown plants are highly exposed to environmental stresses. Biotic stress factors are extremely harmful to plant growth and development. These factors include pathogenic fungi, bacteria, viruses, nematodes, and insects, while abiotic stress factors include temperature, drought, waterlogging, salinity, toxic organic compounds, and metal salts. These abiotic stresses also have negative effects on plant growth. There is a high chance that plants may encounter various environmental stresses at the same time. Contrarily, much rhizospheric microbiota protect plants from massive environmental stresses. The selection of plant-growth-promoting bacteria (PGPBs) depends on the range of environmental stresses. It has been observed that PGPBs play a significant role in the growth and development of plants. Under biotic and abiotic stresses, the synthesis of phytohormones such as ethylene can vary under moderate environmental stresses. In response to ethylene production, plant defensive genes are expressed to protect plants from environmental stresses. A high concentration of ethylene in plants may lead to plant senescence, chlorosis, and abscission [93]. Biotic stresses often alter the composition of microbial communities associated with the stress plants. It has been reported that, in the diseased cotton plant of Verticillium, the number of beneficial bacteria and arbuscular mycorrhizal fungi decreased, while plant pathogenic fungi increased. The relationship between the soil microbiome and the strawberry plant’s resistance against Verticillium dahlia and Macrophomina phaseolina has been observed. In another experiment, an alteration in the root exudate was observed due to the aphid infestation in the pepper plant. This phenomenon leads to the decreased resistance of pepper plants to aphids due to plant-recruiting rhizobacteria [94]. In another study, it has been observed that compost has a significant effect on tomato plant growth and can also aid in fighting the diseases caused by Fusarium oxysporium and Verticillium dahlia. The added compost also helped to decrease the disease intensity caused by these pathogens. Thus, it was concluded that fungal pathogens may alter the composition of plant microbiomes, and added compost may overcome the negative effects [95].
Many abiotic factors, such as drought and salinity, inhibit the crop yield and have negative effects on the crop microbiome. In yet another study, a significant difference was observed between dry-wheat land and irrigated crops. Later, it was noted that the density of the rhizosphere microbiome increases in irrigated crops [96]. Thus, it can be concluded that, for the maintenance of a healthy rhizosphere microbiome, an adequate amount of water is necessary. An improvement in a drought-ridden cotton plant through a beneficial microbiome has also been observed. It was observed that the development of the sorghum root microbiome has been delayed due to drought stress. The drought stress leads to the abundance of bacteria within the microbiome. Climate change, including extreme temperatures, may affect the phyllosphere and rhizosphere microbiome of many plants. The soil microbiome is also affected by the low nitrogen and carbon levels. Devastating changes in soil pH and C:N ratios can alter the composition of the microbiome [97].

7. Plant Microbiome

To understand the defense mechanism in plants, one needs to study the plant–pathogen interaction. Many microbial communities and microbes have beneficial effects on their host plant. These microbes benefit the plants by improving nutrient acquisition and growth; providing resistance against pathogens; and y enhancing resistance against abiotic stresses, such as heat, drought, soil salinity, and many others. Somehow, beneficial microbes are often specific to a species cultivar. It was observed that few plant signals that trigger plant immune response can distinguish between pathogenic and beneficial microbes. However, it is still unclear which factors help a plant distinguish between beneficial and pathogenic microbes [98]. Naturally, a plant’s habitat is a conducive environment for several microbes, including bacteria, oomycetes, fungi, archaea, and even pathogenic microbes. Plant microbiota composition is shaped by the complex multilateral interaction among microbes. Microbes exhibit commensal, pathogenic, and mutualistic relations with their host plants. The microbiome profiling of plants and looking at root-associated soils revealed the dynamic and diverse range of microbiomes. Many environmental factors (soil type, daylight, and season) and host factors (species and developmental stage) may affect the shape of bacterial communities. Soil and air act as physical barriers for plant-associated microbiomes [99]. The phyllosphere is the aerial part of the plant and is a suitable habitat for microbes. The phyllospheric microbiome greatly affects the performance of the plant. These microbes also help to remove contaminants from plants. They also help to maintain plant health and suppress the growth of plant pathogens. The microbiota of plant parts that are far from the soil or in other aerial parts of plants are highly affected by the long-distance transport process. Highly beneficial and functionally significant microbes are found belowground. At the early stages of growth, microbial communities above the ground are highly influenced by the soil. Microbial communities are found abundantly in soil, with lower amounts in the rhizosphere portion and a more decreased proportion in the endophytic compartment. Four bacterial phyla were found to dominate around the rhizosphere and endosphere of plants: Actinobacteria, Bacteroidetes, Firmicutes, and Proteobacteria [100]. Members of bacterial communities have a strong influence on each other, as they can have antagonistic, mutualistic, and competitive interactions. Mostly, microbes interact by engaging in nutritional competition, exchange, and interdependence relations. The endosphere compartment of the plant has lower microbial diversity than rhizosphere. The microbial community of the root endosphere is more abundant than in the leaves. However, it is also known that entophytic microbes also play a significant role in plant development [101]. The effect of the root bacterial microbiome on maize, barley, and Arabidopsis thaliana in soil has been studied [102]. Peiffer et al. [103] observed that approximately 5–7% of the microbiome genotypes differ from the host genotype. These differences were mostly related to the quantitative nature, at a large scale, when maize rhizosphere microbiomes were studied. The microbiome was sampled during the growing season and then replicated after 5 years, showing that the root-associated microbiota was not changed. Only 143 operational taxonomic units (OTUs) were identified that correlated to the plant genotype [104]. About 200 naturally occurring Arabidopsis thaliana accessions have been screened in a single member of the rhizosphere community. Those accessions that were selected have been planted in natural soils; two of them could inhibit the growth of Pseudomonadaceae. Thus, it can be concluded that even a single cultivar is enough to affect the structure of microbial communities. The rhizosphere is a significant zone between the plant’s root and soil microbiomes. The rhizosphere provides a suitable environment for both plant and microbial growth. The assemblage of microbiomes in the rhizosphere mostly depends on plant-derived metabolites [105].

8. Microbe-Mediated Mitigation of Abiotic Stresses

For the survival of a plant in an environment with abiotic stress, one of the key adaptations is microbial interaction with the plant. Microbe-mediated induction of abiotic stress response is termed Induced Systemic Tolerance (IST). The microbiome helps plants mitigate abiotic stress by using their metabolic and genetic capabilities [106]. It was observed that the most significant rhizospheric occupants that aid in the mitigation of various abiotic stresses in plants belong to the genera Pseudomonas [107], Azotobacter [108], Azospirillium [109], Rhizobium, Pantoea, Bacillus, Enterobacter [107], Bradyrhizobium [110], Methylobacterium [111], Burkholderia [112], and Trichoderma [112] and the group cyanobacteria [113]. To overcome crop productivity limitations, one of the viable methods is the selection, screening, and application of stress-tolerant microorganisms. Trichoderma species have been thoroughly investigated in this regard. In one of the studies, Trichoderma harzianum was used for the alleviation of stress in rice by upregulating aquaporin, dehydrin, and malonialdehyde [114]. T. harzianum was also employed for the enhanced production of oil from NaCl-affected Indian mustard (Brassica juncea). This, as shown in the results, also improved the nutrient uptake, enhanced the accumulation of antioxidants, and lowered the Na+ uptake [115]. Brotman et al. [116] demonstrated that mutant Trichoderma can mitigate salinity stress by the production of ACC-deaminase. In barley and oats, the production of IAA and ACC-deaminase seemed to be enhanced by the use of Pseudomonas sp. and Acinetobacter sp. [117]. Simmons et al. [118] used Streptomyces sp. for the alleviation of salt stress and growth enhancement in the Micro-Tom tomato plant. Meanwhile, in maize and wheat, drought stress was ameliorated by using the strain Burkholderia phytofirmans PsJN [119]. Alteration in the levels of phytohormones, defense-related protein, enzymes, antioxidants, and epoxypolysaccharides is identified as Rhizobacteria-induced drought endurance and resilience (RIDER). These alterations make plants more resistant toward abiotic stresses [120].
The soil microenvironment of the root region contains many microbes, as it harbors a diversity of nutrients, minerals, and metabolites. Substances secreted by a plant root significantly affect microbial colonization within the rhizosphere. Microorganisms move toward the root exudates by chemotactic movement. This movement acts as a dragging force for the colonization of microbial communities around the roots. PGPRs function as biofertilizers, phytostimulators, and biocontrol agents while harnessing the benefits of the rhizosphere/microenvironment. PGPRs depend upon their capabilities, interaction mode, and surrounding conditions. Plant growth is stimulated by bacteria through direct, as well as indirect, actions [121]. Synthesis of bacterial compounds through the direct method is beneficial for the uptake of essential nutrients and micronutrients from the soil. These bacteria also help produce plant-growth regulators such as IAA, deaminase, and ACC, which help improve plant growth. These growth-promoting compounds enhance the growth and prevent stress ethylene from becoming overly inhibitory to plant growth [122,123]. Moreover, the microbes help sequestrate iron and zinc, phosphorous and potassium solubilize, atmospheric nitrogen fixation, and plant hormone synthesis. However, on the other hand, the indirect mechanism shows antagonistic activity toward plant pathogenic organisms and the production of antifungal compounds [64]. Bacterial metabolites act as extracellular signals to induce systemic resistance. This initiates a series of internal processes. The activation of plant defense mechanisms is triggered by the translocated signal received by distant plant cells. Another significant microbiome that acts as a plant-growth promoter is fungi, particularly mycorrhiza, either mycorrhizal fungi or vesicular-arbuscular mycorrhizal (VAM) fungi. These fungi form endosymbiotic associations with plants. Their hyphae form complex networking; thus, nutrient uptake by roots increases.
Salt tolerance in barley and drought tolerance in Chinese cabbage were found to be induced by the root fungal endophyte identified as Piriformospora indica [124]. Microbes help plants maintain their growth and development, even under abiotic stress, and they also aid in the production of nutrients, hormones, and organic phytostimulant compounds. These actions of microbiomes make them strong and viable to fight against abiotic stress for plants. Various studies were carried out that elaborate on the role of microbiomes in the mitigation of abiotic stress for crop plants. Some soil-inhabiting microbes, such as Achromobacter, Azospirillum, Variovorax, Bacillus, Enterobacter, Azotobacter, Aeromonas, Klebsiella, and Pseudomonas, help to enhance plant growth even under undesirable environmental conditions [120]. Such soil bacteria that help plants to grow under abiotic stress have been classified as plant-growth promoters (PGP). Indole acetic acid (IAA) synthesized in plant shoots acts as plant-growth-regulating molecules. Auxins and IAA perform as a growth-stimulating effect, resulting in root-growth initiation, while a higher concentration of auxin negatively affects plant root growth [107]. Table 1 presents a list of microbes and tolerance strategies used to control abiotic stress in plants. It was observed from recent studies that PGPRs not only help in the alleviation of abiotic stresses but also increase the plant crop yield of several crops, including rice, maize, barley, and soybean [125].

8.1. Mechanisms of PGPRs

The changes in the rhizosphere microbial community may cause plant-growth promotion by PGPRs [140]. PGPRs use both direct and indirect modes of action for plant growth. Some PGPRs are strains of Bacillus, Rhizobium, Acinetobacter, Alcaligenes, Azotobacter, Arthrobacter, Enterobacter, Pseudomonas, Serratia, and Burkholderia. In the direct mode of action, PGPRs include atmospheric nitrogen fixation, the production of phytohormones and enzymes in plants. Meanwhile, siderophores’ production, antibiotics’ production, and enzymes’ release (e.g., chitinase) are among the mechanisms of the indirect mode of action [141].

8.2. Direct Mechanisms

In direct mechanisms, PGPRs help to promote plant growth in the absence of the pathogen. Rhizospheric microbial activity also affects the rooting and nutrient-availability pattern. Some direct mechanisms of PGPRs for plant growth are discussed hereunder.
Nitrogen fixation—The plant growth and productivity depend on the availability of vital nutrients such as nitrogen (N2). Nitrogen-fixing microorganisms play an important role in biological nitrogen fixation under mild temperatures [142]. Nitrogen-fixing organisms are classified into symbiotic and non-symbiotic N2-fixing bacteria. Symbiotic N2-fixing bacteria include leguminous and non-leguminous plants such as rhizobia and Frankia. Meanwhile, non-N2-fixing bacteria refer to cyanobacteria such as Nostoc, Azotobacter, and Azocarus [143]. The symbiosis connection may lead to the production of nodules [144]. The nitrogen-fixation mechanism is carried out by an enzyme nitrogenase complex. For nitrogen fixation and the regulation of the enzyme, genetic control is present in such bacteria and nitrogenase genes are required. Meanwhile, for the synthesis and regulation of enzymes, regulatory genes are required; nitrogenase genes are also required. Moreover, regulatory genes are required to synthesize and regulate the enzymes. Structural genes are involved in activating Fe protein, iron–molybdenum cofactor biosynthesis, and electron donation [145].
Phosphate Solubilization—Under stress conditions, plants usually face a shortage of nutrients such as phosphorous. It is mostly present in the soil in both forms, i.e., organic and inorganic [146]. The shortage of phosphorous in plants occurs due to the presence of insoluble P in plants, but plants can only absorb it as monobasic and diabasic ions [143]. Phosphate-solubilizing bacteria can work as a source of phosphorous in the form of biofertilizers. Some phosphate-solubilizing bacteria are Azotobacter, Microbacterium, Bacillus, Burkholderia, Enterobacter, Flavbacterium, Erwinia, Rhizobium, and Serratia [147]. As plants cannot absorb inorganic P, Rhizobacteria have the potential to solubilize it, thus enhancing plant growth and yield. However, another cause of P solubilization could be due to the synthesis of organic acids by rhizospheric microorganisms [148]. In plants such as the potato, tomato, wheat, and radish, phosphorous was solubilized by microbial species such as Azotobacter chroococcum, Enterobacter agglomerans, P. putida, Bradyrhizobium japonicum, Cladosporium herbarum, and Rhizobium leguminosarum [149].
Siderophore production—Iron is present abundantly in nature, but it is still unavailable for plants. Mostly, iron is found in the form of Fe3+. PGPRs help to solubilize it by the secretion of siderophores, which are low-molecular-weight iron-binding proteins that help in the chelation of ferric iron (Fe3+). The bacterial cell membrane dissolves siderophores and Fe3+ in a 1:1 complex. This Fe3+ is reduced to Fe2+ and then released from siderophores to the cell. PGPRs enhance plant growth by releasing siderophores, which also help mitigate various plant diseases. Microbial siderophores act as a metal-chelating agent, which helps to control the iron availability in the rhizosphere [150].
Phytohormone production—It is well-known that microbes help in the synthesis of phytohormone auxin, also known as indole-3-acetic acid (IAA). Many microorganisms that are isolated from multiple crops have the ability to synthesize IAA as a secondary metabolite [151]. IAA plays a significant role in the interaction of rhizobacteria and plants [152]. The synthesis of IAA affects plat cell division and helps to stimulate seed and tuber germination and the formation of adventitious roots. The secretion of bacterial IAA provides higher access for plants to nutrients by increasing their root surface area and length [153]. Mostly, Rhizobium species produce IAA, which upregulates cell division and the formation of vascular bundles. Several environmental stress factors, such as an acidic pH, osmotic stress, and carbon limitation, cause the modification of IAA synthesis in bacteria [154].

9. Indirect Mechanisms

The environmentally friendly method to control diseases is the application of microorganisms [155]. In PGPRs, biocontrol activities mostly influence nutrient availability, induction of systemic resistance, and the release of antifungal metabolites. It was observed that various rhizobacteria produce antifungal metabolites such as HCN, pyoluteorin, pyrrolnitrin, viscosinamide, 2,4-diacetylphloroglucinol, and tensin. Rhizobacteria interact with the plant roots, leading to the resistance against pathogenic bacteria, fungi, and viruses. This is known as induced systemic resistance (ISR) [148]. Various bacterial components can induce ISR, such as lipopolysaccharides; cyclic lipopeptides; homoserine lactones; flagella; siderophores; and volatile compounds, e.g., acetoin and 2,3-butanediol [155].

9.1. Mechanisms of AMFs

Usually, AMFs work by developing symbiosis with plant roots to obtain essential nutrients, such as N, P, K, Ca, Zn, and many other trace elements, from the host plant. This shows that AMFs provide nutritional support to the plant under abiotic stresses. Meanwhile, in the case of fungal structures, they produces arbuscules, which cause the exchange of inorganic minerals and compounds to host plants [127]. Under abiotic stress such as drought, heavy metals, flooding, salinity, and extreme temperatures, AMFs respond differently. The symbiosis of AMFs improves plant growth, hydration, and physiology under environmental stress conditions [156].
AMFs and drought tolerance—Mostly, plant productivity is reduced by drought stress, under which AMFs help plants retain growth and increase yield [157]. Mycorrhizal plants have the potential to cope with water stress through drought mitigation and drought tolerance. In the drought-mitigation mechanism, AMFs help increase water uptake, helping plants cope with stresses [158]. Other mechanisms include the synthesis of phytohormones under drought stress by AMFs. Plant tolerance under abiotic stress is regulated by hormone homeostasis. Abscisic acid has the potential to modulate transpiration rate and aquaporin expression, as it works as a hormonal stress signal [159]. Osmotic adjustment under drought tolerance by AMFs is another mechanism that helps plants maintain their health. Osmotic adjustment accumulates soluble compounds such as sugar, glycine, betaine, proline, polyamines, and organic acids to maintain turgor pressure [160].
AMFs and plant flooding tolerance—Few AMFs can tolerate abiotic stresses such as flooding. Under such conditions, AMFs help the plant to enhance its nutrient uptake [161]. It has been observed that P was translocated to the rice plants through the mycorrhizal pathway under drought stress; it probably works through osmotic adjustment [162].
AMFs and salinity tolerance—AMF species have the potential to survive under saline conditions. AMF-inoculated plants have the capacity to the enhance water and nutrient uptake; assimilation of osmoregulators, such as proline and sugars; and reduction of Na+ and Cl ions. AMFs can also improve stomatal conductance and decreases oxidative damage in plants under salinity stress [163]. Al-Karaki [164] observed that when a tomato plant was inoculated with F. mosseae under saline conditions, the plant biomass was increased, along with the fruit yield and shoot content of P, K, Cu, Fe, and Zn. The oxidative damage in the wheat plants is reduced significantly when inoculated with AMFs under salt stress [100].

9.2. Mechanisms of Endophytes

As discussed in detail, microorganisms enhance the plant tolerance to abiotic stress such as drought, salinity, and metal stress [165]. Along with rhizospheric and root-zone bacterial communities, entophytic bacteria interact with the host-plant tissue to mitigate abiotic stresses [166]. Endophytes release siderophores and lytic enzymes, which, in turn, reduce the bacterial, fungal, and viral diseases in plants. They also promote plant growth by producing indole acetic acid and phosphate-solubilization activity [165]. Table 2 shows the mechanism of endophytes for plant growth under abiotic stress. B. phytofirmans PsJN and Enterobacter sp. FD17 is known as an efficient plant-growth-promoting endophytes. These endophytes promote growth and enhance the biotic and abiotic tolerance in plants [167]. An entophytic bacterium, Prosopis strombulifera, promoted plant growth under saline conditions. The endophytic strains that help plants have better growth are Lysinibacillus fusiformis (Ps7), Bacillus subtilis (Ps8), Bacillus licheniformis (Ps14), Bacillus pumilus (Ps19), Achromobacter xylosoxidans (Ps27), and Pseudomonas putida (Ps30), which produce phytohormones such as IAA, Zeatin, GA3, and ABA [168].
There is a possibility that, under abiotic stress, plant growth is stimulated due to the synthesis of antistress biochemicals by endophytes. These biochemical are phytohormones (ABA, Gibberellic acid, cytokinins, and IAA), production of ACC deaminase for ethylene reduction, induced systemic tolerance, and osmolyte accumulation [170]. For example, under osmotic stress, the proline content in Capsicum annum was increased due to the inoculation with entophytic bacteria Arthrobacter strains EZB4, EZB18, and EZB20 [170].

10. Tolerance Mechanism by Plant Microbiome Interaction

Endophytes live within plants throughout their lifecycle and exhibit symbiotic relationships with plants. Endophytes usually enter the seeds, roots, leaves, and stems of their host plant and make colonies in plant tissues. They could promote plant growth by improving nitrogen fixation, phytohormones secretion, and nutrition acquisition. Root exudates secreted by plants act as an energy source for entophytic microbes [175]. At the initial stages of colonization, exopolysaccharides are synthesized by bacterial cells, and this aids in the protection of bacterial cells from oxidative damage [176]. Plant nutrient acquisition has been increased significantly by arbuscular mycorrhizal fungi; it also can resist abiotic stresses. Plant growth and development are regulated through the symbiotic association of AMFs with their host plants. Nutrient uptake has also been increased due to the complex AMF mycelial network around the roots. The translocation of phosphorus (P) and nitrogen (N) has been positively affected by a common mycorrhizal network (CMN), which, in turn, supports plant growth under extreme environmental conditions [177]. Plants have used biochemical and molecular mechanisms through plant–microbe interactions, which help mitigate the negative effects of abiotic stresses on plant growth. Root morphology has been altered by many phytohormones, such as auxins, gibberellins, and cytokinins, that ultimately enable the plant to tolerate serious environmental conditions (salt stress, drought, heavy-metal accumulation, and nutrient deficiency).
Induced systemic tolerance (IST) plays a significant role in mitigating the negative effects of abiotic stresses. For example, the production of phytohormones, such as IAA, cytokinins, and abscisic acid (ABA), helps plants survive environmental stresses. Moreover, the synthesis of antioxidants such as superoxide dismutase (SOD), peroxidase (POD), ascorbate peroxidase (APX), catalase (CAT), and glutathione reductase (GR) also helps to alleviate the negative effects of abiotic stresses, as well as the deterioration of ethylene precursor, ACC, by bacterial ACC deaminase [178]. One other method to mitigate the negative effect of abiotic stresses is the inoculation of plants with PGPRs that can produce the 1-aminoacylcyclopropane-1-carboxylate (ACC) deaminase enzyme, which catalyzes ACC into alpha-ketobutyrate and ammonia [179]. The increment of low-molecular-weight osmolytes such as glycine betaine, proline, amino acids, organic compounds, and many other enzymes (e.g., ACC-deaminase, chitinase, and glucanase) also helps in the growth and development of plants under abiotic stress [180]. Multiple mechanisms, such as the increased osmotic adjustment, proline accumulation, downregulation of stress-related genes, high glutathione level, jasmonic acid, and increased synthesis and expression of stress resistance genes to enhance the defense system, have been used by AMFs to alleviate the abiotic stress in plants [181]. Figure 4 shows plant stress-tolerance mechanisms mediated by microbial phytohormones.

11. Role of Microbes in Growth Improvement

For many decades, soil bacteria have been applied for crop production. Some of the vital functions of these bacteria include improved nutrient assimilation to crops and enhanced plant growth by synthesizing plant hormones or growth regulators. Soil bacteria also help plants to control and inhibit plant pathogens’ activity, amelioration of soil structure, and bioaccumulation of inorganic matter [182]. Bacteria also play an important role in the mineralization of organic pollutants present in the soil. Rhizospheric microorganisms have the ability to secrete substances that help to promote plant growth and yield. Phytohormones (auxin and cytokinins) produced by the bacteria and fungi may affect the cell division in the shoot, leading to tumorous growths in the plant. This tumorous growth may occur due to the presence of Agrobacterium tumefaciens. However, it may improve the root and shoot structure with the subsequent uptake of water and nutrients. Thus, it can be stated that a stable relation between auxin and cytokinins may determine whether the microbial interaction is beneficial or harmful for plant growth [183]. For sustainable crop production, the strong interaction of plants and microbes in the rhizosphere plays a significant role in the transformation, mobilization, and solubilization of nutrients from the soil. Soil bacteria also help in the decomposition and transformation of essential nutrients in soils. PGPRs show a vital role in the development of sustainable crop production [184]. In the current era, various symbiotic and non-symbiotic bacteria are used to enhance plant growth and yield. Rhizobium sp. is an example of symbiotic bacteria, while non-symbiotic bacteria include Azotobacter, Azosiprillum, Bacillus, and Klebsiella sp. [185]. Some PGPRs, such as free-living bacteria, are beneficial for plant growth and can potentially promote plant growth by colonizing plant roots. Table 3 shows the production of various plant-growth regulators in response to PGPR inoculation in different crops. PGPRs have also been known as plant-health-promoting rhizobacteria (PHPRs) or nodule-promoting rhizobacteria (NPRs). PGPRs are linked with the rhizosphere, which provides a better soil environment for plant–microbe interaction. PGPRs are classified into two groups based on their interaction with plants. These groups are symbiotic bacteria and free-living bacteria. Based on their residing places, they can also be further divided into two groups that are iPGPRs and ePGPRs. The iPGPRs are symbiotic bacteria that reside inside the plant cells and produce nodules, while the ePGPRs are free-living bacteria that are often found outside the plant and promote plant growth [186]. One of the best examples of iPGPRs is Rhizobia, which produce nodules in leguminous plants. To enhance nutrient supply to plants, various bacteria are used as soil inoculants. Numerous Rhizobium species, including Mesorhizobium, Bradyrhizobium, Azorhizobium, Allorhizobium, and Sinorhizobium, have been used for the establishment of nitrogen-fixing symbiosis with plants. Menawhile, non-symbiotic nitrogen-fixing bacteria, including Azotobacter, Azospirillum, Bacillus, and Klebsiella sp., have also been used for enhancing plant production. Bacillus and Paeninacillus species are phosphate-solubilizing bacteria that have been used to improve the phosphorous level in plants. PGPRs contribute to the development of sustainable agriculture systems by performing various functions, such as facilitating the synthesis of particular compounds in plants, the transportation of nutrients from soil to plants, and mitigating plant diseases [187]. However, the mechanisms have not been fully understood [188]. Presumably, PGPRs manifest this action through the expression of an enzyme (1-aminocyclopropane-1-carboxylate deaminase) that reduces ethylene in the roots of plants, leading to increased root length and growth. PGPRs also produce plant hormones such as auxin, IAA, abscisic acid (ABA), gibberellic acid (GA), and cytokinins. They also show antagonism against phytopathogenic bacteria by producing siderophores, β-1, 3-glucanase, chitinases, antibiotic, fluorescent pigment, and cyanide. PGPRs aid in the solubilization and mineralization of nutrients, specifically mineral phosphates. Their role in increasing resistance to drought, salinity, and oxidative stress has been established. PGPRs also trigger the production of water-soluble vitamins such as niacin, pantothenic acid, thiamine, riboflavin, and biotin. Thus, the use of PGPRs has significant importance for the sustainable production of plants [189]. ABA helps in the production of other hormones, such as ethylene, which persists for the better growth of shoots and roots in Zea mays. Meanwhile, in the case of IAA, plant growth is usually enhanced due to the expansion of cell division. IAA is a growth hormone, while ABA is a stress hormone; both play a vital role in regulating biotic and abiotic stress [190].
Fungal and bacterial species can enhance plant growth and development, and these species are known as plant-growth-promoting microbes (PGPMs). PGPMs help in the mitigation of biotic, as well as abiotic, factors and, in response, increase plant production. Some of the microbes that help in plant growth are Burkholderia, Eneterobacter, Flavobacterium, Pseudomonas, Rhizobium, Frankia, Clostridium, Trichoderma, Beauveria, Serratia, and Streptomyces. PGPMs act as biofertilizers, helping in the uptake of nutrients to plants by the solubilization of soil minerals such as phosphorous and potassium. PGPMs also work as biopesticide and biocontrol agents, thus increasing resistance against phytopathogens [200]. Table 4 shows the effect of abiotic factors on plant-microbiome interactions.

12. Role of Microbes in Minerals Improvements in Plants

Nutrient acquisition by plants through soil is affected by the microbial species residing in that habitat [211]. Soil microbes have better significant interaction with plants. Many studies reported the alleviation effects of pathogens on plants and mitigation of abiotic stresses [212]. Through the characterization of ecological parameters, it has been observed that microbes promote plant growth. For instance, in the 19th century mycorrhizal fungi and nodulated legumes, both were identified as a root symbionts [213]. Few bacterial cultures, such as Azotobacter chroococcum and Bacillus megaterium, have been used to coat crop seeds for the improvement in growth and development [214]. Various other bacterial strains, such as Pseudomonas and Azospirillum, help in promoting plant growth [215]. Three mechanisms have been analyzed to explain how microbes can enhance the nutrient content of plant. Soil microbes help in the metabolism of soilborne nutrients and excrete essential elements for plant nutrition. In the natural environment, many essential nutrients, such as N, P, and S, are present only in organic molecules; therefore, the availability of such nutrients becomes minimal for plants. Soil microbes contain metabolic machinery which mineralizes organic forms of N, P, and S. Cell lysis also causes the release of these essential nutrients [216]. This leads to the release of inorganic forms of N, P, and S into soil having an ionic content of ammonium, nitrate, phosphate, and sulfate, which are essential nutrients for plant. These essential nutrients are the key drivers for plant growth and development [217]. In agricultural practices, growth-promoting microbial strains can be re-inoculated on plants. Many plant-beneficial microbial strains have been tested for their ability to promote plant growth and nutrient acquisition. Nitrogenase genes present in bacterial taxa also provide benefits to the plant [218]. Non-leguminous plants usually have nitrogen-fixing bacteria as a host, while, on the other hand, other plant microbes, except legumes and Rhizobia, also promote nitrogen fixation [219]. It has been observed that the microbial mobilization of nitrogen sources may promote plant growth. Plants inoculated with bacterial strains show a higher yield [220]. In one of the experiments, it was observed that N has been sourced from ammonium sulfate fertilizer rather than organically bound soil N [221]. It was observed that unsterilized grass seeds have better access to protein-N as compared to sterilized seeds. However, microbes that showed this activity have not been identified yet [222]. A fungus known as Glomus intraradices has the ability to transfer organic nitrogen to plants. In the case of phosphorous compounds, many bacterial, as well as fungal, strains help in the solubilization of inorganic P and mineralization of organic P. P-mobilizing strains are also identified as a growth-promoting strains [223]. For sulfur, Pseudomonas strains are used as growth-promoting strains. These strains use sulfonate monooxygenase enzymes for the mineralization of organic-S [224]. In a study by Xia et al. [225], it was reported that bacterial strains boost tomato plant growth in a greenhouse environment. These bacterial strains were isolated from plants that were grown under organic management. Thus, it has been observed that plant-associated bacteria have the potential to promote plant growth, but still there is a need to explore the interactions of these microbial communities that affect plants’ growth and their nutritional content [215]. Table 5 shows the inoculation of phosphorus-solubilizing bacteria (PSB) on crop plants from different mineral sources.

13. Microbial Plant Biostimulants

Over the past few decades, high-quality agricultural lands have been decreasing due to the drastic climate change and demands to maintain the production of crops under stressful conditions. To fulfill this purpose, microbial plant biostimulants play a vital role in increasing the yield of the plant under abiotic stresses and alleviating the adverse climate impacts [231]. Promising microbial plant biostimulants consist of Azotobacter spp., Mycorrhizal fungi, Rhizobium spp., and Azospirillum spp. genera. Till now, probably 20 commercially available microbial plant biostimulants have been derived from PGPRs [26]. Plant biostimulants can be associated with the accumulation of naturally occurring bioactive compounds that potentially improve plant performance. Microbial plant stimulants enhance hormone production and nutrient uptake, which helps improve the photosynthesis of plants and their growth rate.
Synthetic microbial community (SynCom) is one of the emerging fields that deals with the synthetic-biology-derived microbial-community analysis, bioinformatics approaches, and metagenomic study to augment plant fitness and productivity [232]. SynCom can be synthesized by the co-culturing various taxa under desired conditions. The principle of SynCom is the complexity reduction of the original microbial community [233]. Various studies have shown that the application of SynCom enhances plant growth and yield under greenhouse conditions, as well in the field [234]. The SynCom technique is one of the promising techniques, as it also includes the concept of microbial ecology. This technique is formed by the isolation of microbial cultures from natural sources, leading to the manipulation of specific microbes [235].
Biofertilizers are a composition of multiple microorganisms that can promote plant growth even under abiotic and biotic stresses. They are composed of PGPRs, AMFs, and a mixture of other beneficial microbes. They have the potential to maintain plant growth, photosynthesis, and water and nutrient retention even under undesirable conditions. Biofertilizers can have direct, as well indirect, mechanisms. The direct mechanisms include phytostimulation and nutrient mobility, while indirect mechanism includes biocontrol activity. The impact of biofertilizers on plants depends on the soil fertility, type of crop, and environmental conditions [236]. Biofertilizers are a combination of microbial inoculants containing cells that are effective for N-fixing and P-solubilizing [237]. The application of biofertilizers improves the function and structure of soil microorganisms. It also enhances the physiochemical properties of the soil. PGPRs are also considered an organic fertilizer. Biofertilizers are applied to the soil directly, or they can also be used for the treatment of seeds. The application of biofertilizers to the soil also helps in nourishing the plant by the indirect supply of essential nutrients. Biofertilizers help to increase the yield of crops both by direct and indirect mechanisms [238]. The direct mechanisms include nitrogen fixation, production of phytohormones, and solubilization of phosphate, while the indirect mechanism includes biocontrol activity. The indirect mechanism does not enhance the plant growth directly. This mechanism protects plants from the harmful effects of plant pathogens. The synthesis of antibiotics, siderophores, and lytic enzymes are the indirect mechanisms of biofertilizers that help in the lyses of the cell wall of pathogenic fungi [239].

14. Synergic Effects of Biochar and Microbes in Ecophysiological Parameters

Biochar (BC) can be produced by following the pyrolysis of organic compounds by having no or limited oxygen. BC is rich in organic compounds, mineral elements, and inorganic carbonates [240]. It is a manmade form of black carbon. BC is composed of mainly aromatic hydrocarbons, alkyl groups, and many other inert substances. These compounds are difficult to be oxidized or decomposed by microorganisms [241]. BC has some prominent characteristics; for instance, it contains various functional groups on its surface, as it has a porous structure. These characteristics help to improve the pH and ion-exchange capacity of the soil [242]. BC helps to enhance the nutrient uptake and reduces the loss of nutrients [243]. To prepare BC-based compound fertilizers, the synergic effect can be achieved by loading organic fertilizer into the pores of BC. This BC compound fertilizer helps to release nutrient elements into the soil. Carbon-based fertilizers are of three types, organic, inorganic, and organic–inorganic fertilizers. These fertilizers are environmentally friendly and help to improve nutrient efficiency in plants. Glaser et al. [244] reported that the addition of BC to compost increased the corn yield as compared to pure compost. In another irrigation treatment, it was observed that both BC and inorganic fertilizers enhance the maize grain yield, as well its growth and productivity [245]. Thus, it is clear that the combination of organic fertilizers and BC is more significant as compared to the individual components [246]. In many studies, microbes are abundantly used to enhance plant growth and to improve soil properties. Plant waste has been utilized by methylotrophic bacteria to synthesize methanol as a source of carbon and energy. Methylotrophic bacteria are plant-growth-promoting bacteria that enhance plant growth by the production of growth hormones such as indole-3-acetic acid and cytokinins [247]. These bacteria also secrete other beneficial metabolites and improve plant growth through antagonism, competition, and induction [248]. In one of the studies reported by Juan et al. [249], the weight and plant height of tomato plants increased with T. afroharzianum TM2-4 treatment as compared to the control. Many studies have been carried out on the synergic effect of microorganism- and BC-based organic fertilizers on plant growth and quality. Somehow, microbial agents also promote nutrient transformation in BC-based organic fertilizer [250].

15. Customized Adjustment of Plant Microbiome: A Revolution in Progress

Many studies reported the benefits of microbial communities for plant growth and development. These microbes help to attain resistance against biotic, as well abiotic, stresses [251]. The microbiome related to plants highly affects plant health and productivity. A lot of research work has been carried out on the plant microbiome. The utilization of plant microbiomes aids to enhance tolerance for biotic and abiotic stresses and, in turn, increases agricultural production and reduces chemical usage [252]. Utilization of the plant microbiome in the agricultural sector may help to reduce greenhouse gas emissions [253]. Indigenous microbes are still used for better crop performance and maintenance [254]. Most of the plant microbiomes that help in developing a model plant are still unknown. The rhizobiome also plays a significant role in enhanced plant productivity. Various conventional and modern breeding methods have been used to make changes in the root exudates for reshaping rhizobiome and microbial activity. Still, many researchers are trying to produce PGPBs to reconstruct plant microbiomes [255]. A research work reported by Adesemoye and Egamberdieva [256] observed that the inoculation of tomato plants with PGP consortium (Bacillus amyloliquefaciens IN937a, Bacillus pumilus T4, and AMF Glomus intaradices) leads to an increased yield by up to 30%. In another case study, the soybean biomass of two cultivars was found to be increased by the inoculation of B. japonicum 532C, RCR3407, and B. subtilis MIB600. This also led to the improved soybean nodulation efficiency [257]. Thus, it can be stated that the microbiome plays a significant role in the maintenance of crop yields. The genetic diversity of the microbiome also aids in the improvement and stabilization of the effects of microbial inoculants.

16. Conclusions and Future Perspective

In the current era, various microbiomes have been used for the better production of crops. Plant microbiomes are significant for plant health, growth, and productivity. Still, intensive research is required to reveal various other mechanisms of plant microbiome interactions. For developing numerous and diverse varieties of crops, plant microbiomes are used widely. Microbiomes associated with the relevant plants may help to control abiotic stress. In another study, it was reported that transgenic plants could be developed by transferring beneficial genes from microbes into the desired plant. Likewise, the ACC deaminase gene from bacteria was transferred to transgenic plants. There are various other environmental issues regarding the development of transgenic plants, so it would be more beneficial to introduce such techniques that can easily handle microbial inoculants in order to mitigate abiotic stress. The use of PGPMs leads to the improvement in stress tolerance in crops; however, some crops have shown negative results or no effects by PGPMs. The microbial consortium has also been used in field to tailor the rhizobiome for both biotic- and abiotic-stress management. Thus, more work is needed to be carried out for the better performance of ready-to-use microbial formulations for the alleviation of environmental stresses.

Author Contributions

All authors contributed to the study’s conception and design. Material preparation, literature search, and the collection of relevant articles and reviews were performed by all contributing authors. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

All data generated or analyzed during this study are included in this article.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Cooper, R.N.; Houghton, J.T.; McCarthy, J.J.; Metz, B. Climate Change 2001: The Scientific Basis. Foreign Aff. 2002, 81, 208. [Google Scholar] [CrossRef]
  2. IPCC. Climate Change 2014 Synthesis Report Summary Chapter for Policymakers; IPCC: Paris, France, 2014; p. 31. [Google Scholar]
  3. Compant, S.; van der Heijden, M.G.; Sessitsch, A. Climate change effects on beneficial plant–microorganism interactions. Fed. Eur. Microbiol. Soc. 2010, 73, 197–214. [Google Scholar] [CrossRef] [PubMed]
  4. Wadgymar, S.M.; Daws, S.C.; Anderson, J.T. Integrating viability and fecundity selection to illuminate the adaptive nature of genetic clines. Evol. Lett. 2017, 1, 26–39. [Google Scholar] [CrossRef] [PubMed]
  5. Rashid, M.I.; Mujawar, L.H.; Shahzad, T.; Almeelbi, T.; Ismail, I.M.; Oves, M. Bacteria and fungi can contribute to nutrients bioavailability and aggregate formation in degraded soils. Microbiol. Res. 2016, 183, 26–41. [Google Scholar] [CrossRef] [PubMed]
  6. Leifheit, E.; Verbruggen, E.; Rillig, M. Arbuscular mycorrhizal fungi reduce decomposition of woody plant litter while increasing soil aggregation. Soil Biol. Biochem. 2015, 81, 323–328. [Google Scholar] [CrossRef]
  7. Compant, S.; Samad, A.; Faist, H.; Sessitsch, A. A review on the plant microbiome: Ecology, functions, and emerging trends in microbial application. J. Adv. Res. 2019, 19, 29–37. [Google Scholar] [CrossRef]
  8. Wagner, M.R.; Lundberg, D.S.; Coleman-Derr, D.; Tringe, S.G.; Dangl, J.L.; Mitchell-Olds, T. Natural soil microbes alter flowering phenology and the intensity of selection on flowering time in a wild arabidopsis relative. Ecol. Lett. 2014, 17, 717–726. [Google Scholar] [CrossRef]
  9. Gehring, C.A.; Sthultz, C.M.; Flores-Rentería, L.; Whipple, A.V.; Whitham, T.G. Tree genetics defines fungal partner communities that may confer drought tolerance. Proc. Natl. Acad. Sci. USA 2017, 114, 11169–11174. [Google Scholar] [CrossRef]
  10. Calvo, O.C.; Franzaring, J.; Schmid, I.; Müller, M.; Brohon, N.; Fangmeier, A. Atmospheric CO2 enrichment and drought stress modify root exudation of barley. Glob. Chang. Biol. 2017, 23, 1292–1304. [Google Scholar] [CrossRef]
  11. Saleem, M.; Law, A.D.; Sahib, M.R.; Pervaiz, Z.H.; Zhang, Q. Impact of root system architecture on rhizosphere and root microbiome. Rhizosphere 2018, 6, 47–51. [Google Scholar] [CrossRef]
  12. Liu, H.; Brettell, L.E.; Qiu, Z.; Singh, B.K. Microbiome-mediated stress resistance in plants. Trends Plant Sci. 2020, 25, 733–743. [Google Scholar] [CrossRef] [PubMed]
  13. Sagar, A.; Rathore, P.; Ramteke, P.W.; Ramakrishna, W.; Reddy, M.S.; Pecoraro, L. Plant growth promoting rhizobacteria, arbuscular mycorrhizal fungi and their synergistic interactions to counteract the negative effects of saline soil on agriculture: Key macromolecules and mechanisms. Microorganisms 2021, 9, 1491. [Google Scholar] [CrossRef] [PubMed]
  14. Evelin, H.; Devi, T.S.; Gupta, S.; Kapoor, R. Mitigation of salinity stress in plants by arbuscular mycorrhizal symbiosis: Current understanding and new challenges. Front. Plant Sci. 2019, 10, 470. [Google Scholar] [CrossRef] [PubMed]
  15. Porcel, R.; Aroca, R.; Azcon, R.; Ruiz-Lozano, J.M. Regulation of cation transporter genes by the arbuscular mycorrhizal symbiosis in rice plants subjected to salinity suggests improved salt tolerance due to reduced Na+ root-to-shoot distribution. Mycorrhiza 2016, 26, 673–684. [Google Scholar] [CrossRef] [PubMed]
  16. Al-Arjani, A.-B.F.; Hashem, A.; Abd Allah, E.F. Arbuscular mycorrhizal fungi modulates dynamics tolerance expression to mitigate drought stress in Ephedra foliata boiss. Saudi J. Biol. Sci. 2020, 27, 380–394. [Google Scholar] [CrossRef] [PubMed]
  17. Chen, J.; Zhang, H.; Zhang, X.; Tang, M. Arbuscular mycorrhizal symbiosis alleviates salt stress in black locust through improved photosynthesis, water status, and K+/Na+ homeostasis. Front. Plant Sci. 2017, 2017, 1739. [Google Scholar] [CrossRef]
  18. Li, Z.; Wu, N.; Meng, S.; Wu, F.; Liu, T. Arbuscular mycorrhizal fungi (AMF) enhance the tolerance of Euonymus maackii rupr. At a moderate level of salinity. PLoS ONE 2020, 15, e0231497. [Google Scholar] [CrossRef]
  19. Hartman, K.; Tringe, S.G. Interactions between plants and soil shaping the root microbiome under abiotic stress. Biochem. J. 2019, 476, 2705–2724. [Google Scholar] [CrossRef]
  20. Vandenkoornhuyse, P.; Quaiser, A.; Duhamel, M.; Le Van, A.; Dufresne, A. The importance of the microbiome of the plant holobiont. New Phytol. 2015, 206, 1196–1206. [Google Scholar] [CrossRef] [PubMed]
  21. Rouydel, Z.; Barin, M.; Rasouli-Sadaghiani, M.H.; Khezri, M.; Vetukuri, R.R.; Kushwaha, S. Harnessing the Potential of Symbiotic Endophytic Fungi and Plant Growth-Promoting Rhizobacteria to Enhance Soil Quality in Saline Soils. Processes 2021, 9, 1810. [Google Scholar] [CrossRef]
  22. Coleman-Derr, D.; Desgarennes, D.; Fonseca-Garcia, C.; Gross, S.; Clingenpeel, S.; Woyke, T.; North, G.; Visel, A.; Partida-Martinez, L.P.; Tringe, S.G. Plant compartment and biogeography affect microbiome composition in cultivated and native agave species. New Phytol. 2016, 209, 798–811. [Google Scholar] [CrossRef] [PubMed]
  23. Mathur, P.; Roy, S. Insights into the plant responses to drought and decoding the potential of root associated microbiome for inducing drought tolerance. Physiol. Plant. 2021, 172, 1016–1029. [Google Scholar] [CrossRef] [PubMed]
  24. Hartman, K.J. Molecular and Experimental Approaches for Exploring the Role of the Soil and Root Microbiome in Agroecosystem Functioning. Ph.D. Dissertation, University of Zurich, Zurich, Switzerland, 2018. [Google Scholar]
  25. Jiménez-Pérez, M.; Morales-Manzo, I.I.; Ana, F.I.T.A.; Rodríguez-Burruezo, A. Mitigation of drought stress in solanaceae vegetables through symbiosis with plant growth-promoting bacteria and arbuscular mycorrhizal fungi. A review. Sci. J. 2022, 11, 86. [Google Scholar]
  26. Bulgarelli, D.; Garrido-Oter, R.; Münch, P.C.; Weiman, A.; Dröge, J.; Pan, Y.; McHardy, A.C.; Schulze-Lefert, P. Structure and function of the bacterial root microbiota in wild and domesticated barley. Cell Host Microbe 2015, 17, 392–403. [Google Scholar] [CrossRef]
  27. Gamalero, E.; Glick, B.R. Recent Advances in Bacterial Amelioration of Plant Drought and Salt Stress. Biology 2022, 11, 437. [Google Scholar] [CrossRef]
  28. Ding, Z.; Kheir, A.M.; Ali, M.G.; Ali, O.A.; Abdelaal, A.I.; Zhou, Z.; Wang, B.; Liu, B.; He, Z. The integrated effect of salinity, organic amendments, phosphorus fertilizers, and deficit irrigation on soil properties, phosphorus fractionation and wheat productivity. Sci. Rep. 2020, 10, 2736. [Google Scholar] [CrossRef] [PubMed]
  29. Ma, Y. Biotechnological potential of plant-microbe interactions in environmental decontamination. Front. Plant Sci. 2019, 10, 1519. [Google Scholar] [CrossRef]
  30. Sabra, M.; Aboulnasr, A.; Franken, P.; Perreca, E.; Wright, L.P.; Camehl, I. Beneficial root endophytic fungi increase growth and quality parameters of sweet basil in heavy metal contaminated soil. Front. Plant Sci. 2018, 9, 1726. [Google Scholar] [CrossRef]
  31. Yan, N.; Marschner, P.; Cao, W.; Zuo, C.; Qin, W. Influence of salinity and water content on soil microorganisms. Int. Soil Water Conserv. Res. 2015, 3, 316–323. [Google Scholar] [CrossRef]
  32. da Silva, A.V.; da Silva, M.K.; Sampaio, E.B.T.; Ferreira, L.F.R.; Passarini, M.R.Z.; de Oliveira, V.M.; Rosa, L.H.; Duarte, A.W.F. Benefits of plant growth-promoting symbiotic microbes in climate change era. In Microbiome under Changing Climate; Woodhead Publishing: Cambridge, UK, 2022; pp. 85–113. [Google Scholar]
  33. Elsheikh, E.A.; El-Keblawy, A.; Mosa, K.A.; Okoh, A.I.; Saadoun, I. Role of Endophytes and Rhizosphere Microbes in Promoting the Invasion of Exotic Plants in Arid and Semi-Arid Areas: A Review. Sustainability 2021, 13, 13081. [Google Scholar] [CrossRef]
  34. Gamalero, E.; Bona, E.; Todeschini, V.; Lingua, G. Saline and arid soils: Impact on bacteria, plants, and their interaction. Biology 2020, 9, 116. [Google Scholar] [CrossRef]
  35. Mainka, T.; Weirathmüller, D.; Herwig, C.; Pflügl, S. Potential applications of halophilic microorganisms for biological treatment of industrial process brines contaminated with aromatics. J. Ind. Microbiol. Biotechnol. 2021, 48, kuab015. [Google Scholar] [CrossRef] [PubMed]
  36. Gupta, S.; Sharma, P.; Dev, K.; Sourirajan, A. Halophilic bacteria of lunsu produce an array of industrially important enzymes with salt tolerant activity. Biochem. Res. Int. 2016, 2016, 9237418. [Google Scholar] [CrossRef] [PubMed]
  37. Mukhtar, S.; Malik, K.A.; Mehnaz, S. Microbiome of halophytes: Diversity and importance for plant health and productivity. Microbiol. Biotechnol. Lett. 2019, 47, 1–10. [Google Scholar] [CrossRef]
  38. Mahmud, K.; Missaoui, A.; Lee, K.C.; Ghimire, B.; Presley, H.W.; Makaju, S. Rhizosphere microbiome manipulation for sustainable crop production. Curr. Plant Biol. 2021, 27, 100210. [Google Scholar] [CrossRef]
  39. Mukhtar, S.; Mehnaz, S.; Mirza, M.S.; Malik, K.A. Isolation and characterization of bacteria associated with the rhizosphere of halophytes (Salsola stocksii and Atriplex amnicola) for production of hydrolytic enzymes. Braz. J. Microbiol. 2019, 50, 85–97. [Google Scholar] [CrossRef]
  40. Andronov, E.; Petrova, S.; Pinaev, A.; Pershina, E.; Rakhimgalieva, S.Z.; Akhmedenov, K.; Gorobets, A.; Sergaliev, N.K. Analysis of the structure of microbial community in soils with different degrees of salinization using t-rflp and real-time pcr techniques. Eurasian Soil Sci. 2012, 45, 147–156. [Google Scholar] [CrossRef]
  41. Bouasria, A.; Mustafa, T.; De Bello, F.; Zinger, L.; Lemperiere, G.; Geremia, R.A.; Choler, P. Changes in root-associated microbial communities are determined by species-specific plant growth responses to stress and disturbance. Eur. J. Soil Biol. 2012, 52, 59–66. [Google Scholar] [CrossRef]
  42. Fitzpatrick, C.R.; Copeland, J.; Wang, P.W.; Guttman, D.S.; Kotanen, P.M.; Johnson, M.T. Assembly and ecological function of the root microbiome across angiosperm plant species. Proc. Natl. Acad. Sci. USA 2018, 115, E1157–E1165. [Google Scholar] [CrossRef]
  43. Bauer, P.S. Dissipative dynamical systems. Proc. Natl. Acad. Sci. USA 1931, 17, 311–314. [Google Scholar] [CrossRef]
  44. Ochoa-Hueso, R.; Collins, S.L.; Delgado-Baquerizo, M.; Hamonts, K.; Pockman, W.T.; Sinsabaugh, R.L.; Smith, M.D.; Knapp, A.K.; Power, S.A. Drought consistently alters the composition of soil fungal and bacterial communities in grasslands from two continents. Glob. Chang. Biol. 2018, 24, 2818–2827. [Google Scholar] [CrossRef] [PubMed]
  45. Schimel, J.P. Life in dry soils: Effects of drought on soil microbial communities and processes. Annu. Rev. Evol. Syst. 2018, 49, 409–432. [Google Scholar] [CrossRef]
  46. Voesenek, L.; Sasidharan, R. Ethylene–and oxygen signalling–drive plant survival during flooding. Plant Biol. 2013, 15, 426–435. [Google Scholar] [CrossRef] [PubMed]
  47. Gamalero, E.; Glick, B.R. Bacterial modulation of plant ethylene levels. Plant Physiol. 2015, 169, 13–22. [Google Scholar] [CrossRef]
  48. Barnawal, D.; Bharti, N.; Maji, D.; Chanotiya, C.S.; Kalra, A. 1-aminocyclopropane-1-carboxylic acid (acc) deaminase-containing rhizobacteria protect ocimum sanctum plants during waterlogging stress via reduced ethylene generation. Plant Physiol. Biochem. 2012, 58, 227–235. [Google Scholar] [CrossRef]
  49. Mirmohammadi, S.; Yazdani, J.; Etemadinejad, S.; Asgarinejad, H. A cross-sectional study on work-related musculoskeletal disorders and associated risk factors among hospital health cares. Procedia Manuf. 2015, 3, 4528–4534. [Google Scholar] [CrossRef]
  50. Hamonts, K.; Clough, T.J.; Stewart, A.; Clinton, P.W.; Richardson, A.E.; Wakelin, S.A.; O’callaghan, M.; Condron, L.M. Effect of nitrogen and waterlogging on denitrifier gene abundance, community structure and activity in the rhizosphere of wheat. FEMS Microbiol. Ecol. 2013, 83, 568–584. [Google Scholar] [CrossRef]
  51. Laanbroek, H. Bacterial cycling of minerals that affect plant growth in waterlogged soils: A review. Aquat. Bot. 1990, 38, 109–125. [Google Scholar] [CrossRef]
  52. Noll, M.; Matthies, D.; Frenzel, P.; Derakshani, M.; Liesack, W. Succession of bacterial community structure and diversity in a paddy soil oxygen gradient. Environ. Microbiol. 2005, 7, 382–395. [Google Scholar] [CrossRef]
  53. Whitman, W.B.; Rainey, F.; Kämpfer, P.; Trujillo, M.; Chun, J.; DeVos, P.; Hedlund, B.; Dedysh, S.; Nedashkovskaya, O. Bergey’s Manual of Systematics of Archaea and Bacteria; John Wiley & Sons, Ltd.: Chichester, UK, 2016; pp. 1–39. [Google Scholar]
  54. Kumar, A.; Verma, J.P. Does plant—microbe interaction confer stress tolerance in plants: A review? Microbiol. Res. 2018, 207, 41–52. [Google Scholar] [CrossRef]
  55. Chirakkara, R.A.; Cameselle, C.; Reddy, K.R. Assessing the applicability of phytoremediation of soils with mixed organic and heavy metal contaminants. Rev. Environ. Sci. Bio/Technol. 2016, 15, 299–326. [Google Scholar] [CrossRef]
  56. Verma, J.P.; Yadav, J.; Tiwari, K.N.; Kumar, A. Effect of indigenous mesorhizobium spp. And plant growth promoting rhizobacteria on yields and nutrients uptake of chickpea (Cicer arietinum L.) under sustainable agriculture. Ecol. Eng. 2013, 51, 282–286. [Google Scholar] [CrossRef]
  57. Zhang, J.; Wang, L.-H.; Yang, J.-C.; Liu, H.; Dai, J.-L. Health risk to residents and stimulation to inherent bacteria of various heavy metals in soil. Sci. Total Environ. 2015, 508, 29–36. [Google Scholar] [CrossRef] [PubMed]
  58. Fatnassi, I.C.; Chiboub, M.; Saadani, O.; Jebara, M.; Jebara, S.H. Impact of dual inoculation with rhizobium and pgpr on growth and antioxidant status of Vicia faba L. under copper stress. C. R. Biol. 2015, 338, 241–254. [Google Scholar] [CrossRef]
  59. Alam, M.A.; Seetharam, K.; Zaidi, P.H.; Dinesh, A.; Vinayan, M.T.; Nath, U.K. Dissecting heat stress tolerance in tropical maize (Zea mays L.). Field Crops Res. 2017, 204, 110–119. [Google Scholar] [CrossRef]
  60. Qu, A.-L.; Ding, Y.-F.; Jiang, Q.; Zhu, C. Molecular mechanisms of the plant heat stress response. Biochem. Biophys. Res. Commun. 2013, 432, 203–207. [Google Scholar] [CrossRef] [PubMed]
  61. Yadav, J.; Verma, J.P.; Jaiswal, D.K.; Kumar, A. Evaluation of pgpr and different concentration of phosphorus level on plant growth, yield and nutrient content of rice (Oryza sativa). Ecol. Eng. 2014, 62, 123–128. [Google Scholar]
  62. Jiang, Q.-Y.; Zhuo, F.; Long, S.-H.; Zhao, H.-D.; Yang, D.-J.; Ye, Z.-H.; Li, S.-S.; Jing, Y.-X. Can arbuscular mycorrhizal fungi reduce cd uptake and alleviate cd toxicity of lonicera japonica grown in cd-added soils? Sci. Rep. 2016, 6, 21805. [Google Scholar] [CrossRef]
  63. Hilker, M.; Schwachtje, J.; Baier, M.; Balazadeh, S.; Bäurle, I.; Geiselhardt, S.; Hincha, D.K.; Kunze, R.; Mueller-Roeber, B.; Rillig, M.C. Priming and memory of stress responses in organisms lacking a nervous system. Biol. Rev. 2016, 91, 1118–1133. [Google Scholar] [CrossRef]
  64. Xu, Z.Z.; Zhou, G.S. Combined effects of water stress and high temperature on photosynthesis, nitrogen metabolism and lipid peroxidation of a perennial grass leymus chinensis. Planta 2006, 224, 1080–1090. [Google Scholar] [CrossRef] [PubMed]
  65. Xu, Z.; Jiang, Y.; Jia, B.; Zhou, G. Elevated-co2 response of stomata and its dependence on environmental factors. Front. Plant Sci. 2016, 7, 657. [Google Scholar] [CrossRef] [PubMed]
  66. Reise, S.P.; Waller, N.G. Item response theory and clinical measurement. Annu. Rev. Clin. Psychol. 2009, 5, 27–48. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  67. Emamverdian, A.; Ding, Y.; Mokhberdoran, F.; Xie, Y. Heavy metal stress and some mechanisms of plant defense response. Sci. World J. 2015, 2015, 756120. [Google Scholar] [CrossRef] [PubMed]
  68. Mukhopadhyay, S.; Maiti, S.K. Natural mycorrhizal colonization in tree species growing on the reclaimed coalmine overburden dumps: Case study from jharia coalfields, india. Energy Dev. 2010, 3, 761–770. [Google Scholar]
  69. Thomashow, M.F. Molecular basis of plant cold acclimation: Insights gained from studying the cbf cold response pathway. Plant Physiol. 2010, 154, 571–577. [Google Scholar] [CrossRef]
  70. Prasch, C.M.; Sonnewald, U. Simultaneous application of heat, drought, and virus to arabidopsis plants reveals significant shifts in signaling networks. Plant Physiol. 2013, 162, 1849–1866. [Google Scholar] [CrossRef]
  71. Meena, K.K.; Sorty, A.M.; Bitla, U.M.; Choudhary, K.; Gupta, P.; Pareek, A.; Singh, D.P.; Prabha, R.; Sahu, P.K.; Gupta, V.K. Abiotic stress responses and microbe-mediated mitigation in plants: The omics strategies. Front. Plant Sci. 2017, 8, 172. [Google Scholar] [CrossRef]
  72. Glick, B.R.; Gamalero, E. Recent developments in the study of plant microbiomes. Microorganisms 2021, 9, 1533. [Google Scholar] [CrossRef]
  73. Wei, F.; Feng, H.; Zhang, D.; Feng, Z.; Zhao, L.; Zhang, Y.; Deakin, G.; Peng, J.; Zhu, H.; Xu, X. Composition of rhizosphere microbial communities associated with healthy and verticillium wilt diseased cotton plants. Front. Microbiol. 2021, 12, 618169. [Google Scholar] [CrossRef]
  74. Lazcano, C.; Boyd, E.; Holmes, G.; Hewavitharana, S.; Pasulka, A.; Ivors, K. The rhizosphere microbiome plays a role in the resistance to soil-borne pathogens and nutrient uptake of strawberry cultivars under field conditions. Sci. Rep. 2021, 11, 3188. [Google Scholar] [CrossRef]
  75. Mavrodi, D.V.; Mavrodi, O.V.; Elbourne, L.D.; Tetu, S.; Bonsall, R.F.; Parejko, J.; Yang, M.; Paulsen, I.T.; Weller, D.M.; Thomashow, L.S. Long-term irrigation affects the dynamics and activity of the wheat rhizosphere microbiome. Front. Plant Sci. 2018, 9, 345. [Google Scholar] [CrossRef]
  76. Epihov, D.Z.; Saltonstall, K.; Batterman, S.A.; Hedin, L.O.; Hall, J.S.; van Breugel, M.; Leake, J.R.; Beerling, D.J. Legume–microbiome interactions unlock mineral nutrients in regrowing tropical forests. Proc. Natl. Acad. Sci. USA 2021, 118, e2022241118. [Google Scholar] [CrossRef] [PubMed]
  77. Rodriguez, P.A.; Rothballer, M.; Chowdhury, S.P.; Nussbaumer, T.; Gutjahr, C.; Falter-Braun, P. Systems biology of plant-microbiome interactions. Mol. Plant 2019, 12, 804–821. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  78. Vorholt, J. Microbial life in the phyllosphere. Nature reviews microbiology. Seccondary Microbial life in the phyllosphere. Nat. Rev. Microbiol. 2012, 10, 820–840. [Google Scholar]
  79. Zarraonaindia, I.; Owens, S.M.; Weisenhorn, P.; West, K.; Hampton-Marcell, J.; Lax, S.; Bokulich, N.A.; Mills, D.A.; Martin, G.; Taghavi, S. The soil microbiome influences grapevine-associated microbiota. mBio 2015, 6, e02527-14. [Google Scholar] [CrossRef] [PubMed]
  80. Zgadzaj, R.; Thiergart, T.; Bozsóki, Z.; Garrido-Oter, R.; Radutoiu, S.; Schulze-Lefert, P. Lotus japonicus symbiosis signaling genes and their role in the establishment of root-associated bacterial and fungal communities. BioRxiv 2019, 1, 547687. [Google Scholar]
  81. Schlaeppi, K.; Dombrowski, N.; Oter, R.G.; van Themaat, E.V.L.; Schulze-Lefert, P. Quantitative divergence of the bacterial root microbiota in arabidopsis thaliana relatives. Proc. Natl. Acad. Sci. USA 2014, 111, 585–592. [Google Scholar] [CrossRef]
  82. Peiffer, J.A.; Spor, A.; Koren, O.; Jin, Z.; Tringe, S.G.; Dangl, J.L.; Buckler, E.S.; Ley, R.E. Diversity and heritability of the maize rhizosphere microbiome under field conditions. Proc. Natl. Acad. Sci. USA 2013, 110, 6548–6553. [Google Scholar] [CrossRef]
  83. Walters, W.A.; Jin, Z.; Youngblut, N.; Wallace, J.G.; Sutter, J.; Zhang, W.; González-Peña, A.; Peiffer, J.; Koren, O.; Shi, Q. Large-scale replicated field study of maize rhizosphere identifies heritable microbes. Proc. Natl. Acad. Sci. USA 2018, 115, 7368–7373. [Google Scholar] [CrossRef]
  84. Haney, C.H.; Samuel, B.S.; Bush, J.; Ausubel, F.M. Associations with rhizosphere bacteria can confer an adaptive advantage to plants. Nat. Plants 2015, 1, 15051. [Google Scholar] [CrossRef]
  85. Gopalakrishnan, S.; Sathya, A.; Vijayabharathi, R.; Varshney, R.K.; Gowda, C.L.; Krishnamurthy, L. Plant growth promoting rhizobia: Challenges and opportunities. 3 Biotech 2015, 5, 355–377. [Google Scholar] [CrossRef] [PubMed]
  86. Sorty, A.M.; Meena, K.K.; Choudhary, K.; Bitla, U.M.; Minhas, P.; Krishnani, K. Effect of plant growth promoting bacteria associated with halophytic weed (Psoralea corylifolia L.) on germination and seedling growth of wheat under saline conditions. Appl. Biochem. Biotechnol. 2016, 180, 872–882. [Google Scholar] [CrossRef] [PubMed]
  87. Mrowka, M.; Jöbges, M.; Berding, G.; Schimke, N.; Shing, M.; Odin, P. Computerized movement analysis and beta-cit-spect in patients with restless legs syndrome. J. Neural Transm. 2005, 112, 693–701. [Google Scholar] [CrossRef] [PubMed]
  88. Omar, M.; Osman, M.; Kasim, W.; Abd El-Daim, I. Salinity and Water Stress; Springer: Berlin/Heidelberg, Germany, 2009; pp. 133–147. [Google Scholar]
  89. Tittabutr, P.; Piromyou, P.; Longtonglang, A.; Noisa-Ngiam, R.; Boonkerd, N.; Teaumroong, N. Alleviation of the effect of environmental stresses using co-inoculation of mungbean by bradyrhizobium and rhizobacteria containing stress-induced acc deaminase enzyme. Soil Sci. Plant Nutr. 2013, 59, 559–571. [Google Scholar] [CrossRef]
  90. Meena, K.K.; Kumar, M.; Kalyuzhnaya, M.G.; Yandigeri, M.S.; Singh, D.P.; Saxena, A.K.; Arora, D.K. Epiphytic pink-pigmented methylotrophic bacteria enhance germination and seedling growth of wheat (Triticum aestivum) by producing phytohormone. Antonie Van Leeuwenhoek 2012, 101, 777–786. [Google Scholar] [CrossRef]
  91. Oliveira, C.; Alves, V.; Marriel, I.; Gomes, E.; Scotti, M.; Carneiro, N.; Guimaraes, C.; Schaffert, R.; Sá, N. Phosphate solubilizing microorganisms isolated from rhizosphere of maize cultivated in an oxisol of the brazilian cerrado biome. Soil Biol. Biochem. 2009, 41, 1782–1787. [Google Scholar] [CrossRef]
  92. Kucera, J.; Bouchal, P.; Cerna, H.; Potesil, D.; Janiczek, O.; Zdrahal, Z.; Mandl, M. Kinetics of anaerobic elemental sulfur oxidation by ferric iron in acidithiobacillus ferrooxidans and protein identification by comparative 2-de-ms/ms. Antonie Van Leeuwenhoek 2012, 101, 561–573. [Google Scholar] [CrossRef]
  93. Pandey, V.; Ansari, M.W.; Tula, S.; Yadav, S.; Sahoo, R.K.; Shukla, N.; Bains, G.; Badal, S.; Chandra, S.; Gaur, A. Dose-dependent response of trichoderma harzianum in improving drought tolerance in rice genotypes. Planta 2016, 243, 1251–1264. [Google Scholar] [CrossRef]
  94. Ahmad, F.; Ahmad, I.; Khan, M.S. Indole acetic acid production by the indigenous isolates of azotobacter and fluorescent pseudomonas in the presence and absence of tryptophan. Turk. J. Biol. 2005, 29, 29–34. [Google Scholar]
  95. Brotman, Y.; Landau, U.; Cuadros-Inostroza, Á.; Takayuki, T.; Fernie, A.R.; Chet, I.; Viterbo, A.; Willmitzer, L. Trichoderma-plant root colonization: Escaping early plant defense responses and activation of the antioxidant machinery for saline stress tolerance. PLoS Pathog. 2013, 9, e1003221. [Google Scholar] [CrossRef]
  96. Chang, P.; Gerhardt, K.E.; Huang, X.-D.; Yu, X.-M.; Glick, B.R.; Gerwing, P.D.; Greenberg, B.M. Plant growth-promoting bacteria facilitate the growth of barley and oats in salt-impacted soil: Implications for phytoremediation of saline soils. Int. J. Phytoremediat. 2014, 16, 1133–1147. [Google Scholar] [CrossRef] [PubMed]
  97. Simmons, C.; Reddy, A.; Simmons, B.; Singer, S.; VanderGheynst, J. Effect of inoculum source on the enrichment of microbial communities on two lignocellulosic bioenergy crops under thermophilic and high-solids conditions. J. Appl. Microbiol. 2014, 117, 1025–1034. [Google Scholar] [CrossRef] [PubMed]
  98. Naveed, M.; Hussain, M.B. Zahir a. Zahir, birgit mitter & angela sessitsch. Plant Growth Regul. 2014, 73, 121–131. [Google Scholar]
  99. Kaushal, M.; Wani, S.P. Plant-growth-promoting rhizobacteria: Drought stress alleviators to ameliorate crop production in drylands. Ann. Microbiol. 2016, 66, 35–42. [Google Scholar] [CrossRef]
  100. Hayat, R.; Ali, S.; Amara, U.; Khalid, R.; Ahmed, I. Soil beneficial bacteria and their role in plant growth promotion: A review. Ann. Microbiol. 2010, 60, 579–598. [Google Scholar] [CrossRef]
  101. Baltruschat, H.; Fodor, J.; Harrach, B.D.; Niemczyk, E.; Barna, B.; Gullner, G.; Janeczko, A.; Kogel, K.H.; Schäfer, P.; Schwarczinger, I. Salt tolerance of barley induced by the root endophyte piriformospora indica is associated with a strong increase in antioxidants. New Phytol. 2008, 180, 501–510. [Google Scholar] [CrossRef]
  102. Suarez, C.; Cardinale, M.; Ratering, S.; Steffens, D.; Jung, S.; Montoya, A.M.Z.; Geissler-Plaum, R.; Schnell, S. Plant growth-promoting effects of hartmannibacter diazotrophicus on summer barley (Hordeum vulgare L.) under salt stress. Appl. Soil Ecol. 2015, 95, 23–30. [Google Scholar] [CrossRef]
  103. Vinayarani, G.; Prakash, H. Growth promoting rhizospheric and endophytic bacteria from Curcuma longa L. as biocontrol agents against rhizome rot and leaf blight diseases. Plant Pathol. J. 2018, 34, 218. [Google Scholar] [CrossRef]
  104. Vandana, U.K.; Rajkumari, J.; Singha, L.P.; Satish, L.; Alavilli, H.; Sudheer, P.D.; Chauhan, S.; Ratnala, R.; Satturu, V.; Mazumder, P.B. The endophytic microbiome as a hotspot of synergistic interactions, with prospects of plant growth promotion. Biology 2021, 10, 101. [Google Scholar] [CrossRef] [PubMed]
  105. Begum, N.; Qin, C.; Ahanger, M.A.; Raza, S.; Khan, M.I.; Ashraf, M.; Ahmed, N.; Zhang, L. Role of arbuscular mycorrhizal fungi in plant growth regulation: Implications in abiotic stress tolerance. Front. Plant Sci. 2019, 10, 1068. [Google Scholar] [CrossRef]
  106. Zhang, H.; Kim, M.-S.; Sun, Y.; Dowd, S.E.; Shi, H.; Paré, P.W. Soil bacteria confer plant salt tolerance by tissue-specific regulation of the sodium transporter hkt1. Mol. Plant-Microbe Interact. 2008, 21, 737–744. [Google Scholar] [CrossRef] [PubMed]
  107. Vaishnav, A.; Kumari, S.; Jain, S.; Varma, A.; Tuteja, N.; Choudhary, D.K. Pgpr-mediated expression of salt tolerance gene in soybean through volatiles under sodium nitroprusside. J. Basic Microbiol. 2016, 56, 1274–1288. [Google Scholar] [CrossRef] [PubMed]
  108. Jha, Y.; Sablok, G.; Subbarao, N.; Sudhakar, R.; Fazil, M.T.; Subramanian, R.; Squartini, A.; Kumar, S. Bacterial-induced expression of rab18 protein in orzya sativa salinity stress and insights into molecular interaction with gtp ligand. J. Mol. Recognit. 2014, 27, 521–527. [Google Scholar] [CrossRef] [PubMed]
  109. Singh, S. A review on possible elicitor molecules of cyanobacteria: Their role in improving plant growth and providing tolerance against biotic or abiotic stress. J. Appl. Microbiol. 2014, 117, 1221–1244. [Google Scholar] [CrossRef] [PubMed]
  110. Marulanda, A.; Azcón, R.; Chaumont, F.; Ruiz-Lozano, J.M.; Aroca, R. Regulation of plasma membrane aquaporins by inoculation with a bacillus megaterium strain in maize (Zea mays L.) plants under unstressed and salt-stressed conditions. Planta 2010, 232, 533–543. [Google Scholar] [CrossRef] [PubMed]
  111. Ait Barka, E.; Nowak, J.; Clément, C. Enhancement of chilling resistance of inoculated grapevine plantlets with a plant growth-promoting rhizobacterium, burkholderia phytofirmans strain psjn. Appl. Environ. Microbiol. 2006, 72, 7246–7252. [Google Scholar] [CrossRef] [PubMed]
  112. Del Amor, F.M.; Cuadra-Crespo, P. Plant growth-promoting bacteria as a tool to improve salinity tolerance in sweet pepper. Funct. Plant Biol. 2011, 39, 82–90. [Google Scholar] [CrossRef]
  113. Dardanelli, M.S.; de Cordoba, F.J.F.; Espuny, M.R.; Carvajal, M.A.R.; Díaz, M.E.S.; Serrano, A.M.G.; Okon, Y.; Megías, M. Effect of azospirillum brasilense coinoculated with rhizobium on phaseolus vulgaris flavonoids and nod factor production under salt stress. Soil Biol. Biochem. 2008, 40, 2713–2721. [Google Scholar] [CrossRef]
  114. Naveed, M.; Mitter, B.; Reichenauer, T.G.; Wieczorek, K.; Sessitsch, A. Increased drought stress resilience of maize through endophytic colonization by Burkholderia phytofirmans psjn and Enterobacter sp. FD17. Environ. Exp. Bot. 2014, 97, 30–39. [Google Scholar] [CrossRef]
  115. Cho, S.M.; Kang, B.R.; Han, S.H.; Anderson, A.J.; Park, J.-Y.; Lee, Y.-H.; Cho, B.H.; Yang, K.-Y.; Ryu, C.-M.; Kim, Y.C. 2r, 3r-butanediol, a bacterial volatile produced by pseudomonas chlororaphis o6, is involved in induction of systemic tolerance to drought in arabidopsis thaliana. Mol. Plant-Microbe Interact. 2008, 21, 1067–1075. [Google Scholar] [CrossRef]
  116. Ahmad, P.; Hashem, A.; el-daim-Allah, E.F.; Alqarawi, A.; John, R.; Egamberdieva, D.; Gucel, S. Role of trichoderma harzianum in mitigating NaCl stress in indian mustard (Brassica juncea L.) through antioxidative defense system. Front. Plant Sci. 2015, 6, 868. [Google Scholar] [CrossRef] [PubMed]
  117. Lu, X.; Jin, C.; Yang, J.; Liu, Q.; Wu, S.; Li, D.; Guan, Y.; Cai, Y. Prenatal and lactational lead exposure enhanced oxidative stress and altered apoptosis status in offspring rats’ hippocampus. Biol. Trace Elem. Res. 2013, 151, 75–84. [Google Scholar] [CrossRef] [PubMed]
  118. Kloepper, J.W.; Schroth, M.N. Relationship of in vitro antibiosis of plant growth promoting rhizobacteria to plant growth and the displacement of root microflora. Phytopathology 1981, 71, 1020–1024. [Google Scholar] [CrossRef]
  119. Islam, F.; Yasmeen, T.; Ali, Q.; Ali, S.; Arif, M.S.; Hussain, S.; Rizvi, H. Influence of pseudomonas aeruginosa as pgpr on oxidative stress tolerance in wheat under zn stress. Ecotoxicol. Environ. Saf. 2014, 104, 285–293. [Google Scholar] [CrossRef]
  120. Raymond, J.; Siefert, J.L.; Staples, C.R.; Blankenship, R.E. The natural history of nitrogen fixation. Mol. Biol. Evol. 2004, 21, 541–554. [Google Scholar] [CrossRef]
  121. Bhattacharyya, P.N.; Jha, D.K. Plant growth-promoting rhizobacteria (pgpr): Emergence in agriculture. World J. Microbiol. Biotechnol. 2012, 28, 1327–1350. [Google Scholar] [CrossRef] [PubMed]
  122. Giordano, W.; Hirsch, A.M. The expression of maexp1, a melilotus alba expansin gene, is upregulated during the sweetclover-sinorhizobium meliloti interaction. Mol. Plant-Microbe Interact. 2004, 17, 613–622. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  123. Bruto, M.; Prigent-Combaret, C.; Muller, D.; Moënne-Loccoz, Y. Analysis of genes contributing to plant-beneficial functions in plant growth-promoting rhizobacteria and related proteobacteria. Sci. Rep. 2014, 4, 6261. [Google Scholar] [CrossRef]
  124. Khan, M.S.; Zaidi, A.; Wani, P.A.; Oves, M. Role of plant growth promoting rhizobacteria in the remediation of metal contaminated soils. Environ. Chem. Lett. 2009, 7, 1–19. [Google Scholar] [CrossRef]
  125. Zaidi, A.; Khan, M.; Ahemad, M.; Oves, M. Plant growth promotion by phosphate solubilizing bacteria. Acta Microbiol. Immunol. Hung. 2009, 56, 263–284. [Google Scholar] [CrossRef]
  126. Guo, J.K.; Ding, Y.Z.; Feng, R.W.; Wang, R.G.; Xu, Y.M.; Chen, C.; Wei, X.L.; Chen, W.M. Burkholderia metalliresistens sp. Nov. a multiple metal-resistant and phosphate-solubilising species isolated from heavy metal-polluted soil in southeast china. Antonie Van Leeuwenhoek 2015, 107, 1591–1598. [Google Scholar] [CrossRef] [PubMed]
  127. Ghosh, U.D.; Saha, C.; Maiti, M.; Lahiri, S.; Ghosh, S.; Seal, A.; MitraGhosh, M. Root associated iron oxidizing bacteria increase phosphate nutrition and influence root to shoot partitioning of iron in tolerant plant typha angustifolia. Plant Soil 2014, 381, 279–295. [Google Scholar] [CrossRef]
  128. El-Tarabily, K.A.; ElBaghdady, K.Z.; AlKhajeh, A.S.; Ayyash, M.M.; Aljneibi, R.S.; El-Keblawy, A.; AbuQamar, S.F. Polyamine-producing actinobacteria enhance biomass production and seed yield in Salicornia bigelovii. Biol. Fertil. Soils 2020, 56, 499–519. [Google Scholar] [CrossRef]
  129. Neubauer, U.; Furrer, G.; Schulin, R. Heavy metal sorption on soil minerals affected by the siderophore desferrioxamine b: The role of fe (iii)(hydr) oxides and dissolved fe (iii). Eur. J. Soil Sci. 2002, 53, 45–55. [Google Scholar] [CrossRef]
  130. Mathew, B.T.; Torky, Y.; Amin, A.; Mourad, A.H.; Ayyash, M.M.; El-Keblawy, A.; Hilal-Alnaqbi, A.; AbuQamar, S.F.; El-Tarabily, K.A. Halotolerant marine rhizosphere-competent actinobacteria promote Salicornia bigelovii growth and seed production using seawater irrigation. Front. Microbiol. 2020, 11, 552. [Google Scholar] [CrossRef]
  131. Patten, C.L.; Glick, B.R. Bacterial biosynthesis of indole-3-acetic acid. Can. J. Microbiol. 1996, 42, 207–220. [Google Scholar] [CrossRef]
  132. Glick, B.R. Plant growth-promoting bacteria: Mechanisms and applications. Scientifica 2012, 2012, 963401. [Google Scholar] [CrossRef] [Green Version]
  133. Camerini, S.; Senatore, B.; Lonardo, E.; Imperlini, E.; Bianco, C.; Moschetti, G.; Rotino, G.L.; Campion, B.; Defez, R. Introduction of a novel pathway for iaa biosynthesis to rhizobia alters vetch root nodule development. Arch. Microbiol. 2008, 190, 67–77. [Google Scholar] [CrossRef]
  134. Arshad, M.; Saleem, M.; Hussain, S. Perspectives of bacterial acc deaminase in phytoremediation. TRENDS Biotechnol. 2007, 25, 356–362. [Google Scholar] [CrossRef]
  135. Kapoor, R.; Evelin, H.; Mathur, P.; Giri, B. Plant Acclimation to Environmental Stress; Springer: Berlin/Heidelberg, Germany, 2013; pp. 359–401. [Google Scholar]
  136. Balestrini, R.; Lumini, E. Focus on mycorrhizal symbioses. Appl. Soil Ecol. 2018, 123, 299–304. [Google Scholar] [CrossRef]
  137. Posta, K.; Duc, N.H. Benefits of arbuscular mycorrhizal fungi application to crop production under water scarcity. In Drought Detect Solut; InTechOpen: Rijeka, Croatia, 2020. [Google Scholar]
  138. Ouledali, S.; Ennajeh, M.; Ferrandino, A.; Khemira, H.; Schubert, A.; Secchi, F. Influence of arbuscular mycorrhizal fungi inoculation on the control of stomata functioning by abscisic acid (aba) in drought-stressed olive plants. S. Afr. J. Bot. 2019, 121, 152–158. [Google Scholar] [CrossRef]
  139. Laxa, M.; Liebthal, M.; Telman, W.; Chibani, K.; Dietz, K.-J. The role of the plant antioxidant system in drought tolerance. Antioxidants 2019, 8, 94. [Google Scholar] [CrossRef]
  140. Bao, X.; Wang, Y.; Olsson, P.A. Arbuscular mycorrhiza under water-carbon-phosphorus exchange between rice and arbuscular mycorrhizal fungi under different flooding regimes. Soil Biol. Biochem. 2019, 129, 169–177. [Google Scholar] [CrossRef]
  141. Wang, Y.; Qiu, Q.; Yang, Z.; Hu, Z.; Tam, N.F.-Y.; Xin, G. Arbuscular mycorrhizal fungi in two mangroves in south china. Plant Soil 2010, 331, 181–191. [Google Scholar] [CrossRef]
  142. Estrada, B.; Aroca, R.; Maathuis, F.J.; Barea, J.M.; Ruiz-Lozano, J.M. Arbuscular mycorrhizal fungi native from a m editerranean saline area enhance maize tolerance to salinity through improved ion homeostasis. Plant Cell Environ. 2013, 36, 1771–1782. [Google Scholar] [CrossRef]
  143. Al-Karaki, G.N. Nursery inoculation of tomato with arbuscular mycorrhizal fungi and subsequent performance under irrigation with saline water. Sci. Hortic. 2006, 109, 1–7. [Google Scholar] [CrossRef]
  144. Talaat, N.B.; Shawky, B.T. Protective effects of arbuscular mycorrhizal fungi on wheat (Triticum aestivum L.) plants exposed to salinity. Environ. Exp. Bot. 2014, 98, 20–31. [Google Scholar] [CrossRef]
  145. Vurukonda, S.S.K.P.; Vardharajula, S.; Shrivastava, M.; SkZ, A. Enhancement of drought stress tolerance in crops by plant growth promoting rhizobacteria. Microbiol. Res. 2016, 184, 13–24. [Google Scholar] [CrossRef]
  146. Miliute, I.; Buzaite, O.; Baniulis, D.; Stanys, V. Bacterial endophytes in agricultural crops and their role in stress tolerance: A review. Zemdirbyste-Agriculture 2015, 102, 465–478. [Google Scholar] [CrossRef]
  147. Mitter, B.; Petric, A.; Shin, M.W.; Chain, P.S.; Hauberg-Lotte, L.; Reinhold-Hurek, B.; Nowak, J.; Sessitsch, A. Comparative genome analysis of burkholderia phytofirmans psjn reveals a wide spectrum of endophytic lifestyles based on interaction strategies with host plants. Front. Plant Sci. 2013, 4, 120. [Google Scholar] [CrossRef] [PubMed]
  148. Sgroy, V.; Cassán, F.; Masciarelli, O.; Del Papa, M.F.; Lagares, A.; Luna, V. Isolation and characterization of endophytic plant growth-promoting (pgpb) or stress homeostasis-regulating (pshb) bacteria associated to the halophyte prosopis strombulifera. Appl. Microbiol. Biotechnol. 2009, 85, 371–381. [Google Scholar] [CrossRef] [PubMed]
  149. Khan, A.L.; Hussain, J.; Al-Harrasi, A.; Al-Rawahi, A.; Lee, I.-J. Endophytic fungi: Resource for gibberellins and crop abiotic stress resistance. Crit. Rev. Biotechnol. 2015, 35, 62–74. [Google Scholar] [CrossRef] [PubMed]
  150. Singh, L.P.; Gill, S.S.; Tuteja, N. Unraveling the role of fungal symbionts in plant abiotic stress tolerance. Plant Signal. Behav. 2011, 6, 175–191. [Google Scholar] [CrossRef] [PubMed]
  151. Rodriguez, R.J.; Henson, J.; Van Volkenburgh, E.; Hoy, M.; Wright, L.; Beckwith, F.; Kim, Y.-O.; Redman, R.S. Stress tolerance in plants via habitat-adapted symbiosis. ISME J. 2008, 2, 404–416. [Google Scholar] [CrossRef] [PubMed]
  152. Miller, G.; Suzuki, N.; Ciftci-Yilmaz, S.; Mittler, R. Reactive oxygen species homeostasis and signalling during drought and salinity stresses. Plant Cell Environ. 2010, 33, 453–467. [Google Scholar] [CrossRef] [PubMed]
  153. Bae, H.; Sicher, R.C.; Kim, M.S.; Kim, S.-H.; Strem, M.D.; Melnick, R.L.; Bailey, B.A. The beneficial endophyte trichoderma hamatum isolate dis 219b promotes growth and delays the onset of the drought response in theobroma cacao. J. Exp. Bot. 2009, 60, 3279–3295. [Google Scholar] [CrossRef] [PubMed]
  154. Mastouri, F.; Björkman, T.; Harman, G.E. Seed treatment with trichoderma harzianum alleviates biotic, abiotic, and physiological stresses in germinating seeds and seedlings. Phytopathology 2010, 100, 1213–1221. [Google Scholar] [CrossRef] [Green Version]
  155. Sziderics, A.; Rasche, F.; Trognitz, F.; Sessitsch, A.; Wilhelm, E. Bacterial endophytes contribute to abiotic stress adaptation in pepper plants (Capsicum annuum L.). Can. J. Microbiol. 2007, 53, 1195–1202. [Google Scholar] [CrossRef]
  156. Mathew, D.C.; Ho, Y.-N.; Gicana, R.G.; Mathew, G.M.; Chien, M.-C.; Huang, C.-C. A rhizosphere-associated symbiont, photobacterium spp. Strain meld1, and its targeted synergistic activity for phytoprotection against mercury. PLoS ONE 2015, 10, e0121178. [Google Scholar]
  157. Babu, A.G.; Shea, P.J.; Sudhakar, D.; Jung, I.-B.; Oh, B.-T. Potential use of pseudomonas koreensis agb-1 in association with miscanthus sinensis to remediate heavy metal (loid)-contaminated mining site soil. J. Environ. Manag. 2015, 151, 160–166. [Google Scholar] [CrossRef]
  158. Shen, F.-T.; Yen, J.-H.; Liao, C.-S.; Chen, W.-C.; Chao, Y.-T. Screening of rice endophytic biofertilizers with fungicide tolerance and plant growth-promoting characteristics. Sustainability 2019, 11, 1133. [Google Scholar] [CrossRef]
  159. Meneses, C.H.; Rouws, L.F.; Simões-Araújo, J.L.; Vidal, M.S.; Baldani, J.I. Exopolysaccharide production is required for biofilm formation and plant colonization by the nitrogen-fixing endophyte gluconacetobacter diazotrophicus. Mol. Plant-Microbe Interact. 2011, 24, 1448–1458. [Google Scholar] [CrossRef]
  160. Sun, Z.; Song, J.; Xin, X.A.; Xie, X.; Zhao, B. Arbuscular mycorrhizal fungal 14-3-3 proteins are involved in arbuscule formation and responses to abiotic stresses during am symbiosis. Front. Microbiol. 2018, 9, 91. [Google Scholar] [CrossRef] [PubMed]
  161. Moon, Y.-S.; Ali, S. A fruitful decade of bacterial acc deaminase biotechnology: A pragmatic approach towards abiotic stress relief in plants. Theor. Exp. Plant Physiol. 2022, 34, 109–129. [Google Scholar] [CrossRef]
  162. Khan, A.L.; Halo, B.A.; Elyassi, A.; Ali, S.; Al-Hosni, K.; Hussain, J.; Al-Harrasi, A.; Lee, I.-J. Indole acetic acid and acc deaminase from endophytic bacteria improves the growth of solanum lycopersicum. Electron. J. Biotechnol. 2016, 21, 58–64. [Google Scholar] [CrossRef]
  163. Gupta, G.; Panwar, J.; Jha, P.N. Natural occurrence of pseudomonas aeruginosa, a dominant cultivable diazotrophic endophytic bacterium colonizing Pennisetum glaucum (L.) R. Br. Appl. Soil Ecol. 2013, 64, 252–261. [Google Scholar] [CrossRef]
  164. Ali, S.; Moon, Y.-S.; Hamayun, M.; Khan, M.A.; Bibi, K.; Lee, I.-J. Pragmatic role of microbial plant biostimulants in abiotic stress relief in crop plants. J. Plant Interact. 2022, 17, 705–718. [Google Scholar] [CrossRef]
  165. Zaidi, S.; Usmani, S.; Singh, B.R.; Musarrat, J. Significance of bacillus subtilis strain sj-101 as a bioinoculant for concurrent plant growth promotion and nickel accumulation in brassica juncea. Chemosphere 2006, 64, 991–997. [Google Scholar] [CrossRef] [PubMed]
  166. Shoebitz, M.; Ribaudo, C.M.; Pardo, M.A.; Cantore, M.L.; Ciampi, L.; Cura, J.A. Plant growth promoting properties of a strain of enterobacter ludwigii isolated from lolium perenne rhizosphere. Soil Biol. Biochem. 2009, 41, 1768–1774. [Google Scholar] [CrossRef]
  167. Cocking, E.C. Endophytic colonization of plant roots by nitrogen-fixing bacteria. Plant Soil 2003, 252, 169–175. [Google Scholar] [CrossRef]
  168. Gray, E.; Smith, D. Intracellular and extracellular pgpr: Commonalities and distinctions in the plant–bacterium signaling processes. Soil Biol. Biochem. 2005, 37, 395–412. [Google Scholar] [CrossRef]
  169. Saravanakumar, D.; Lavanya, N.; Muthumeena, B.; Raguchander, T.; Suresh, S.; Samiyappan, R. Pseudomonas fluorescens enhances resistance and natural enemy population in rice plants against leaffolder pest. J. Appl. Entomol. 2008, 132, 469–479. [Google Scholar] [CrossRef]
  170. Dey, R.; Pal, K.; Bhatt, D.; Chauhan, S. Growth promotion and yield enhancement of peanut (Arachis hypogaea L.) by application of plant growth-promoting rhizobacteria. Microbiol. Res. 2004, 159, 371–394. [Google Scholar] [CrossRef] [PubMed]
  171. Zhuang, X.; Chen, J.; Shim, H.; Bai, Z. New advances in plant growth-promoting rhizobacteria for bioremediation. Environ. Int. 2007, 33, 406–413. [Google Scholar] [CrossRef]
  172. Emenecker, R.J.; Strader, L.C. Auxin-abscisic acid interactions in plant growth and development. Biomolecules 2020, 10, 281. [Google Scholar] [CrossRef] [PubMed]
  173. Zahir, Z.A.; Abbas, S.A.; Khalid, M.; Arshad, M. Substrate dependent microbially derived plant hormones for improving growth of maize seedlings. Pak. J. Biol. Sci. 2000, 3, 289–291. [Google Scholar] [CrossRef]
  174. Burd, G.I.; Dixon, D.G.; Glick, B.R. Plant growth-promoting bacteria that decrease heavy metal toxicity in plants. Can. J. Microbiol. 2000, 46, 237–245. [Google Scholar] [CrossRef]
  175. Thakuria, D.; Talukdar, N.; Goswami, C.; Hazarika, S.; Boro, R.; Khan, M. Characterization and screening of bacteria from rhizosphere of rice grown in acidic soils of assam. Curr. Sci. 2004, 86, 978–985. [Google Scholar]
  176. Chandra, S.; Choure, K.; Dubey, R.C.; Maheshwari, D.K. Rhizosphere competent mesorhizobiumloti mp6 induces root hair curling, inhibits sclerotinia sclerotiorum and enhances growth of indian mustard (Brassica campestris). Braz. J. Microbiol. 2007, 38, 124–130. [Google Scholar] [CrossRef]
  177. Muratova, A.Y.; Turkovskaya, O.; Antonyuk, L.; Makarov, O.; Pozdnyakova, L.; Ignatov, V. Oil-oxidizing potential of associative rhizobacteria of the genus azospirillum. Microbiology 2005, 74, 210–215. [Google Scholar] [CrossRef]
  178. Beneduzi, A.; Peres, D.; Vargas, L.K.; Bodanese-Zanettini, M.H.; Passaglia, L.M.P. Evaluation of genetic diversity and plant growth promoting activities of nitrogen-fixing bacilli isolated from rice fields in south brazil. Appl. Soil Ecol. 2008, 39, 311–320. [Google Scholar] [CrossRef]
  179. Roesti, D.; Gaur, R.; Johri, B.; Imfeld, G.; Sharma, S.; Kawaljeet, K.; Aragno, M. Plant growth stage, fertiliser management and bio-inoculation of arbuscular mycorrhizal fungi and plant growth promoting rhizobacteria affect the rhizobacterial community structure in rain-fed wheat fields. Soil Biol. Biochem. 2006, 38, 1111–1120. [Google Scholar]
  180. Dimkpa, C.; Svatoš, A.; Merten, D.; Büchel, G.; Kothe, E. Hydroxamate siderophores produced by streptomyces acidiscabies e13 bind nickel and promote growth in cowpea (Vigna unguiculata L.) under nickel stress. Can. J. Microbiol. 2008, 54, 163–172. [Google Scholar] [CrossRef] [PubMed]
  181. Khan, N.; Bano, A.; Ali, S.; Babar, M.A. Crosstalk amongst phytohormones from planta and pgpr under biotic and abiotic stresses. Plant Growth Regul. 2020, 90, 189–203. [Google Scholar] [CrossRef]
  182. Mathimaran, N.; Jegan, S.; Thimmegowda, M.N.; Prabavathy, V.R.; Yuvaraj, P.; Kathiravan, R.; Sivakumar, M.N.; Manjunatha, B.N.; Bhavitha, N.C.; Sathish, A. Intercropping transplanted pigeon pea with finger millet: Arbuscular mycorrhizal fungi and plant growth promoting rhizobacteria boost yield while reducing fertilizer input. Front. Sustain. Food Syst. 2020, 4, 88. [Google Scholar] [CrossRef]
  183. Bakhshandeh, E.; Gholamhosseini, M.; Yaghoubian, Y.; Pirdashti, H. Plant growth promoting microorganisms can improve germination, seedling growth and potassium uptake of soybean under drought and salt stress. Plant Growth Regul. 2020, 90, 123–136. [Google Scholar] [CrossRef]
  184. Ndeddy Aka, R.J.; Babalola, O.O. Effect of bacterial inoculation of strains of Pseudomonas aeruginosa, Alcaligenes feacalis and Bacillus subtilis on germination, growth and heavy metal (cd, cr, and ni) uptake of Brassica juncea. Int. J. Phytoremediat. 2016, 18, 200–209. [Google Scholar] [CrossRef]
  185. Kim, A.-Y.; Shahzad, R.; Kang, S.-M.; Seo, C.-W.; Park, Y.-G.; Park, H.-J.; Lee, I.-J. Iaa-producing klebsiella variicola ay13 reprograms soybean growth during flooding stress. J. Crop Sci. Biotechnol. 2017, 20, 235–242. [Google Scholar] [CrossRef]
  186. Asghari, B.; Khademian, R.; Sedaghati, B. Plant growth promoting rhizobacteria (pgpr) confer drought resistance and stimulate biosynthesis of secondary metabolites in pennyroyal (Mentha pulegium L.) under water shortage condition. Sci. Hortic. 2020, 263, 109132. [Google Scholar] [CrossRef]
  187. Saravanakumar, D.; Kavino, M.; Raguchander, T.; Subbian, P.; Samiyappan, R. Plant growth promoting bacteria enhance water stress resistance in green gram plants. Acta Physiol. Plant. 2011, 33, 203–209. [Google Scholar] [CrossRef]
  188. Samaddar, S.; Chatterjee, P.; Choudhury, A.R.; Ahmed, S.; Sa, T. Interactions between pseudomonas spp. and their role in improving the red pepper plant growth under salinity stress. Microbiol. Res. 2019, 219, 66–73. [Google Scholar] [PubMed]
  189. Lopes, M.; Dias-Filho, M.; Castro, T.; Silva, G. Light and plant growth-promoting rhizobacteria effects on brachiaria brizantha growth and phenotypic plasticity to shade. Grass Forage Sci. 2018, 73, 493–499. [Google Scholar] [CrossRef]
  190. Czarnes, S.; Mercier, P.E.; Lemoine, D.G.; Hamzaoui, J.; Legendre, L. Impact of soil water content on maize responses to the plant growth-promoting rhizobacterium azospirillum lipoferum crt1. J. Agron. Crop Sci. 2020, 206, 505–516. [Google Scholar] [CrossRef]
  191. Fu, J.; Luo, Y.; Sun, P.; Gao, J.; Zhao, D.; Yang, P.; Hu, T. Effects of shade stress on turfgrasses morphophysiology and rhizosphere soil bacterial communities. BMC Plant Biol. 2020, 20, 92. [Google Scholar] [CrossRef]
  192. Müller, D.B.; Vogel, C.; Bai, Y.; Vorholt, J.A. The plant microbiota: Systems-level insights and perspectives. Annu. Rev. Genet. 2016, 50, 211–234. [Google Scholar] [CrossRef]
  193. Vickers, N.J. Animal communication: When I’m calling you, will you answer too? Curr. Biol. 2017, 27, 713–715. [Google Scholar] [CrossRef]
  194. Morton, A.G. History of Botanical Science. An Account of the Development of Botany from Ancient Times to the Present Day; Academic Press: Cambridge, MA, USA, 1981. [Google Scholar]
  195. Brown, M.E. Seed and root bacterization. Annu. Rev. Phytopathol. 1974, 12, 181–197. [Google Scholar] [CrossRef]
  196. Jacoby, R.; Peukert, M.; Succurro, A.; Koprivova, A.; Kopriva, S. The role of soil microorganisms in plant mineral nutrition—current knowledge and future directions. Front. Plant Sci. 2017, 8, 1617–1635. [Google Scholar] [CrossRef]
  197. Van Der Heijden, M.G.; Bardgett, R.D.; Van Straalen, N.M. The unseen majority: Soil microbes as drivers of plant diversity and productivity in terrestrial ecosystems. Ecol. Lett. 2008, 11, 296–310. [Google Scholar] [CrossRef]
  198. Richardson, A.E.; Barea, J.-M.; McNeill, A.M.; Prigent-Combaret, C. Acquisition of phosphorus and nitrogen in the rhizosphere and plant growth promotion by microorganisms. Plant Soil 2009, 321, 305–339. [Google Scholar] [CrossRef]
  199. Schimel, J.P.; Bennett, J. Nitrogen mineralization: Challenges of a changing paradigm. Ecology 2004, 85, 591–602. [Google Scholar] [CrossRef]
  200. Gyaneshwar, P.; Hirsch, A.M.; Moulin, L.; Chen, W.-M.; Elliott, G.N.; Bontemps, C.; Estrada-de Los Santos, P.; Gross, E.; dos Reis Jr, F.B.; Sprent, J.I. Legume-nodulating betaproteobacteria: Diversity, host range, and future prospects. Mol. Plant-Microbe Interact. 2011, 24, 1276–1288. [Google Scholar] [CrossRef] [PubMed]
  201. Mus, F.; Crook, M.B.; Garcia, K.; Garcia Costas, A.; Geddes, B.A.; Kouri, E.D.; Paramasivan, P.; Ryu, M.-H.; Oldroyd, G.E.; Poole, P.S. Symbiotic nitrogen fixation and the challenges to its extension to nonlegumes. Appl. Environ. Microbiol. 2016, 82, 3698–3710. [Google Scholar] [CrossRef] [PubMed]
  202. Adesemoye, A.; Torbert, H.; Kloepper, J. Plant growth-promoting rhizobacteria allow reduced application rates of chemical fertilizers. Microb. Ecol. 2009, 58, 921–929. [Google Scholar] [CrossRef] [PubMed]
  203. Adesemoye, A.; Torbert, H.; Kloepper, J. Increased plant uptake of nitrogen from 15n-depleted fertilizer using plant growth-promoting rhizobacteria. Appl. Soil Ecol. 2010, 46, 54–58. [Google Scholar] [CrossRef]
  204. White, J.F.; Chen, Q.; Torres, M.S.; Mattera, R.; Irizarry, I.; Tadych, M.; Bergen, M. Collaboration between grass seedlings and rhizobacteria to scavenge organic nitrogen in soils. AoB Plants 2015, 7, plu093. [Google Scholar] [CrossRef]
  205. Thirkell, T.J.; Cameron, D.D.; Hodge, A. Resolving the ‘nitrogen paradox’of arbuscular mycorrhizas: Fertilization with organic matter brings considerable benefits for plant nutrition and growth. Plant Cell Environ. 2016, 39, 1683–1690. [Google Scholar] [CrossRef]
  206. Kertesz, M.A.; Mirleau, P. The role of soil microbes in plant sulphur nutrition. J. Exp. Bot. 2004, 55, 1939–1945. [Google Scholar] [CrossRef]
  207. Xia, Y.; DeBolt, S.; Dreyer, J.; Scott, D.; Williams, M.A. Characterization of culturable bacterial endophytes and their capacity to promote plant growth from plants grown using organic or conventional practices. Front. Plant Sci. 2015, 6, 490. [Google Scholar] [CrossRef]
  208. Gupta, M.; Bisht, S.; Singh, B.; Gulati, A.; Tewari, R. Enhanced biomass and steviol glycosides in stevia rebaudiana treated with phosphate-solubilizing bacteria and rock phosphate. Plant Growth Regul. 2011, 65, 449–457. [Google Scholar] [CrossRef]
  209. da Costa, E.M.; de Lima, W.; Oliveira-Longatti, S.M.; de Souza, F.M. Phosphate-solubilising bacteria enhance oryza sativa growth and nutrient accumulation in an oxisol fertilized with rock phosphate. Ecol. Eng. 2015, 83, 380–385. [Google Scholar] [CrossRef]
  210. Borgi, M.A.; Saidi, I.; Moula, A.; Rhimi, S.; Rhimi, M. The attractive serratia plymuthica bma1 strain with high rock phosphate-solubilizing activity and its effect on the growth and phosphorus uptake by Vicia faba L. Plants Geomicrobiol. J. 2020, 37, 437–445. [Google Scholar] [CrossRef]
  211. Selvakumar, G.; Joshi, P.; Suyal, P.; Mishra, P.K.; Joshi, G.K.; Venugopalan, R.; Bisht, J.K.; Bhatt, J.C.; Gupta, H.S. Rock phosphate solubilization by psychrotolerant Pseudomonas spp. And their effect on lentil growth and nutrient uptake under polyhouse conditions. Ann. Microbiol. 2013, 63, 1353–1362. [Google Scholar] [CrossRef]
  212. Ben Zineb, A.; Trabelsi, D.; Ayachi, I.; Barhoumi, F.; Aroca, R.; Mhamdi, R. Inoculation with elite strains of phosphate-solubilizing bacteria enhances the effectiveness of fertilization with rock phosphates. Geomicrobiol. J. 2020, 37, 22–30. [Google Scholar] [CrossRef]
  213. Lugtenberg, B.; Kamilova, F. Plant-growth-promoting rhizobacteria. Annu. Rev. Microbiol. 2009, 63, 541–556. [Google Scholar] [CrossRef] [PubMed]
  214. Spatafora, J.W.; Chang, Y.; Benny, G.L.; Lazarus, K.; Smith, M.E.; Berbee, M.L.; Bonito, G.; Corradi, N.; Grigoriev, I.; Gryganskyi, A. A phylum-level phylogenetic classification of zygomycete fungi based on genome-scale data. Mycologia 2016, 108, 1028–1046. [Google Scholar] [CrossRef]
  215. Shayanthan, A.; Ordoñez, P.A.C.; Oresnik, I.J. The role of synthetic microbial communities (syncom) in sustainable agriculture. Front. Agron. 2022, 58, 896307. [Google Scholar] [CrossRef]
  216. Vassilev, N.; Malusà, E.; Neri, D.; Xu, X. Plant Root Interaction with Associated Microbiomes to Improve Plant Resiliency and Crop Biodiversity. Front. Plant Sci. 2021. Available online: https://www.frontiersin.org/research-topics/11355/plant-root-interaction-with-associated-microbiomes-to-improve-plant-resiliency-and-crop-biodiversity (accessed on 12 July 2022). [CrossRef]
  217. Wang, C.; Li, Y.; Li, M.; Zhang, K.; Ma, W.; Zheng, L.; Xu, H.; Cui, B.; Liu, R.; Yang, Y. Functional assembly of root-associated microbial consortia improves nutrient efficiency and yield in soybean. J. Integr. Plant Biol. 2021, 63, 1021–1035. [Google Scholar] [CrossRef]
  218. de Souza, R.S.C.; Okura, V.K.; Armanhi, J.S.L.; Jorrín, B.; Lozano, N.; Da Silva, M.J.; González-Guerrero, M.; de Araújo, L.M.; Verza, N.C.; Bagheri, H.C. Unlocking the bacterial and fungal communities assemblages of sugarcane microbiome. Sci. Rep. 2016, 6, 28774. [Google Scholar] [CrossRef] [Green Version]
  219. Mahmud, A.A.; Upadhyay, S.K.; Srivastava, A.K.; Bhojiya, A.A. Biofertilizers: A nexus between soil fertility and crop productivity under abiotic stress. Curr. Res. Environ. Sustain. 2021, 3, 100063. [Google Scholar] [CrossRef]
  220. Fasusi, O.A.; Cruz, C.; Babalola, O.O. Agricultural sustainability: Microbial biofertilizers in rhizosphere management. Agriculture 2021, 11, 163. [Google Scholar] [CrossRef]
  221. Roberts, K.G.; Gloy, B.A.; Joseph, S.; Scott, N.R.; Lehmann, J. Life cycle assessment of biochar systems: Estimating the energetic, economic, and climate change potential. Environ. Sci. Technol. 2010, 44, 827–833. [Google Scholar] [CrossRef]
  222. Dong, W.; Ma, F.; Li, C.; Fu, Z.; Huang, Y.; Liu, J. Evaluation of anti-aging performance of biochar modified asphalt binder. Coatings 2020, 10, 1037. [Google Scholar] [CrossRef]
  223. Liu, X.; Zhang, A.; Ji, C.; Joseph, S.; Bian, R.; Li, L.; Pan, G.; Paz-Ferreiro, J. Biochar’s effect on crop productivity and the dependence on experimental conditions—a meta-analysis of literature data. Plant Soil 2013, 373, 583–594. [Google Scholar] [CrossRef]
  224. Guo, X.-X.; Liu, H.-T.; Zhang, J. The role of biochar in organic waste composting and soil improvement: A review. Waste Manag. 2020, 102, 884–899. [Google Scholar] [CrossRef]
  225. Glaser, B.; Wiedner, K.; Seelig, S.; Schmidt, H.-P.; Gerber, H. Biochar organic fertilizers from natural resources as substitute for mineral fertilizers. Agron. Sustain. Dev. 2015, 35, 667–678. [Google Scholar] [CrossRef]
  226. Faloye, O.; Alatise, M.; Ajayi, A.; Ewulo, B. Effects of biochar and inorganic fertiliser applications on growth, yield and water use efficiency of maize under deficit irrigation. Agric. Water Manag. 2019, 217, 165–178. [Google Scholar] [CrossRef]
  227. Kammann, C.I.; Schmidt, H.-P.; Messerschmidt, N.; Linsel, S.; Steffens, D.; Müller, C.; Koyro, H.-W.; Conte, P.; Joseph, S. Plant growth improvement mediated by nitrate capture in co-composted biochar. Sci. Rep. 2015, 5, 11080. [Google Scholar] [CrossRef]
  228. Kwak, M.-J.; Jeong, H.; Madhaiyan, M.; Lee, Y.; Sa, T.-M.; Oh, T.K.; Kim, J.F. Genome information of methylobacterium oryzae, a plant-probiotic methylotroph in the phyllosphere. PLoS ONE 2014, 9, e106704. [Google Scholar]
  229. Raoul des Essarts, Y.; Cigna, J.; Quêtu-Laurent, A.; Caron, A.; Munier, E.; Beury-Cirou, A.; Hélias, V.; Faure, D. Biocontrol of the potato blackleg and soft rot diseases caused by dickeya dianthicola. Appl. Environ. Microbiol. 2016, 82, 268–278. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  230. Juan, Z.; Ting, L.; Liu, W.-C.; Zhang, D.-P.; Dan, D.; Wu, H.-L.; Zhang, T.-T.; Liu, D.-W. Transcriptomic insights into growth promotion effect of trichoderma afroharzianum tm2-4 microbial agent on tomato plants. J. Integr. Agric. 2021, 20, 1266–1276. [Google Scholar]
  231. Gu, S.; Lian, F.; Yang, H.; Han, Y.; Zhang, W.; Yang, F.; Gao, J. Synergic effect of microorganism and colloidal biochar-based organic fertilizer on the growth and fruit quality of tomato. Coatings 2021, 11, 1453. [Google Scholar] [CrossRef]
  232. Chaparro, J.M.; Badri, D.V.; Vivanco, J.M. Rhizosphere microbiome assemblage is affected by plant development. ISME J. 2014, 8, 790–803. [Google Scholar] [CrossRef] [PubMed]
  233. Singh, B.K.; Bardgett, R.D.; Smith, P.; Reay, D.S. Microorganisms and climate change: Terrestrial feedbacks and mitigation options. Nat. Rev. Microbiol. 2010, 8, 779–790. [Google Scholar] [CrossRef]
  234. Nadeem, S.M.; Ahmad, M.; Zahir, Z.A.; Javaid, A.; Ashraf, M. The role of mycorrhizae and plant growth promoting rhizobacteria (pgpr) in improving crop productivity under stressful environments. Biotechnol. Adv. 2014, 32, 429–448. [Google Scholar] [CrossRef]
  235. Bakker, M.G.; Manter, D.K.; Sheflin, A.M.; Weir, T.L.; Vivanco, J.M. Harnessing the rhizosphere microbiome through plant breeding and agricultural management. Plant Soil 2012, 360, 1–13. [Google Scholar] [CrossRef]
  236. Kamran, M.; Parveen, A.; Ahmar, S.; Malik, Z.; Hussain, S.; Chattha, M.S.; Saleem, M.H.; Adil, M.; Heidari, P.; Chen, J.-T. An overview of hazardous impacts of soil salinity in crops, tolerance mechanisms, and amelioration through selenium supplementation. Int. J. Mol. Sci. 2020, 21, 148. [Google Scholar] [CrossRef]
  237. Ali, S.; Khan, N. Delineation of mechanistic approaches employed by plant growth promoting microorganisms for improving drought stress tolerance in plants. Microbiol. Res. 2021, 249, 126771. [Google Scholar] [CrossRef]
  238. Cochard, B.; Giroud, B.; Crovadore, J.; Chablais, R.; Arminjon, L.; Lefort, F. Endophytic pgpr from tomato roots: Isolation, in vitro characterization and in vivo evaluation of treated tomatoes (Solanum lycopersicum L). Microorganisms 2022, 10, 765. [Google Scholar] [CrossRef]
  239. del Carmen Orozco-Mosqueda, M.; Glick, B.R.; Santoyo, G. Acc deaminase in plant growth-promoting bacteria (pgpb): An efficient mechanism to counter salt stress in crops. Microbiol. Res. 2020, 235, 126439. [Google Scholar] [CrossRef] [PubMed]
  240. Etesami, H.; Glick, B.R. Halotolerant plant growth–promoting bacteria: Prospects for alleviating salinity stress in plants. Environ. Exp. Bot. 2020, 178, 104124. [Google Scholar] [CrossRef]
  241. Fadiji, A.E.; Babalola, O.O.; Santoyo, G.; Perazzolli, M. The potential role of microbial biostimulants in the amelioration of climate change-associated abiotic stresses on crops. Front. Microbiol. 2022, 12, 4392. [Google Scholar] [CrossRef] [PubMed]
  242. Hasanuzzaman, M.; Parvin, K.; Bardhan, K.; Nahar, K.; Anee, T.I.; Masud, A.A.C.; Fotopoulos, V. Biostimulants for the regulation of reactive oxygen species metabolism in plants under abiotic stress. Cells 2021, 10, 2537. [Google Scholar] [CrossRef] [PubMed]
  243. Igiehon, N.O.; Babalola, O.O.; Cheseto, X.; Torto, B. Effects of rhizobia and arbuscular mycorrhizal fungi on yield, size distribution and fatty acid of soybean seeds grown under drought stress. Microbiol. Res. 2021, 242, 126640. [Google Scholar] [CrossRef]
  244. Koza, N.A.; Adedayo, A.A.; Babalola, O.O.; Kappo, A.P. Microorganisms in plant growth and development: Roles in abiotic stress tolerance and secondary metabolites secretion. Microorganisms 2022, 10, 1528. [Google Scholar] [CrossRef]
  245. Kumar, A.; Maleva, M.; Bruno, L.B.; Rajkumar, M. Synergistic effect of acc deaminase producing pseudomonas sp. Tr15a and siderophore producing bacillus aerophilus tr15c for enhanced growth and copper accumulation in Helianthus annuus L. Chemosphere 2021, 276, 130038. [Google Scholar] [CrossRef]
  246. Kushwaha, P.; Kashyap, P.L.; Bhardwaj, A.K.; Kuppusamy, P.; Srivastava, A.K.; Tiwari, R.K. Bacterial endophyte mediated plant tolerance to salinity: Growth responses and mechanisms of action. World J. Microbiol. Biotechnol. 2020, 36, 26. [Google Scholar] [CrossRef]
  247. Lau, S.-E.; Teo, W.F.A.; Teoh, E.Y.; Tan, B.C. Microbiome engineering and plant biostimulants for sustainable crop improvement and mitigation of biotic and abiotic stresses. Discov. Food 2022, 2, 9. [Google Scholar] [CrossRef]
  248. Mohammadi, M.A.; Cheng, Y.; Aslam, M.; Jakada, B.H.; Wai, M.H.; Ye, K.; He, X.; Luo, T.; Ye, L.; Dong, C. Ros and oxidative response systems in plants under biotic and abiotic stresses: Revisiting the crucial role of phosphite triggered plants defense response. Front. Microbiol. 2021, 12, 631318. [Google Scholar] [CrossRef]
  249. Muzhinji, N.; Ntuli, V. Genetically modified organisms and food security in southern africa: Conundrum and discourse. GM Crops Food 2021, 12, 25–35. [Google Scholar] [CrossRef] [PubMed]
  250. Omotayo, O.P.; Babalola, O.O. Resident rhizosphere microbiome’s ecological dynamics and conservation: Towards achieving the envisioned sustainable development goals, a review. Int. Soil Water Conserv. Res. 2021, 9, 127–142. [Google Scholar] [CrossRef]
  251. Popp, J.; Kovács, S.; Oláh, J.; Divéki, Z.; Balázs, E. Bioeconomy: Biomass and biomass-based energy supply and demand. New Biotechnol. 2021, 60, 76–84. [Google Scholar] [CrossRef] [PubMed]
  252. Trivedi, P.; Leach, J.E.; Tringe, S.G.; Sa, T.; Singh, B.K. Plant–microbiome interactions: From community assembly to plant health. Nat. Rev. Microbiol. 2020, 18, 607–621. [Google Scholar] [CrossRef]
  253. Zhao, L.; Lu, L.; Wang, A.; Zhang, H.; Huang, M.; Wu, H.; Xing, B.; Wang, Z.; Ji, R. Nano-biotechnology in agriculture: Use of nanomaterials to promote plant growth and stress tolerance. J. Agric. Food Chem. 2020, 68, 1935–1947. [Google Scholar] [CrossRef] [PubMed]
  254. Sharma, V.; Sharma, A.; Salwan, R. Molecular Aspects of Plant Beneficial Microbes in Agriculture; Elsevier: Amsterdam, The Netherlands, 2020; pp. 1–18. [Google Scholar]
  255. Lorena, B.-B.; Javiera, O.; Franco, C.J. Microbial Management of Plant Stresses; Elsevier: Amsterdam, The Netherlands, 2021; pp. 1–12. [Google Scholar]
  256. Bertola, M.; Ferrarini, A.; Visioli, G. Improvement of soil microbial diversity through sustainable agricultural practices and its evaluation by-omics approaches: A perspective for the environment, food quality and human safety. Microorganisms 2021, 9, 1400. [Google Scholar] [CrossRef] [PubMed]
  257. Berg, G.; Rybakova, D.; Fischer, D.; Cernava, T.; Vergès, M.-C.C.; Charles, T.; Chen, X.; Cocolin, L.; Eversole, K.; Corral, G.H. Microbiome definition re-visited: Old concepts and new challenges. Microbiome 2020, 8, 103. [Google Scholar] [CrossRef]
Figure 1. Effects of elevated CO2 concentration on plants.
Figure 1. Effects of elevated CO2 concentration on plants.
Agronomy 12 02069 g001
Figure 2. Abiotic stress factors affect the plant microbiomes and their morphology.
Figure 2. Abiotic stress factors affect the plant microbiomes and their morphology.
Agronomy 12 02069 g002
Figure 3. Changes caused by the environmental conditions on soil microbial composition.
Figure 3. Changes caused by the environmental conditions on soil microbial composition.
Agronomy 12 02069 g003
Figure 4. Plant stress-tolerance mechanisms mediated by microbial phytohormones.
Figure 4. Plant stress-tolerance mechanisms mediated by microbial phytohormones.
Agronomy 12 02069 g004
Table 1. Various tolerance strategies used to control abiotic stress in plants.
Table 1. Various tolerance strategies used to control abiotic stress in plants.
PlantsAbiotic StressMicrobial InoculationTolerance MethodReferences
Arabidopsis thalianaSaltBacillus subtilis GB03Tissue-specific regulation of sodium transporter HKT1.[126]
Glycine maxSaltPseudomonas simiae4-nitroguaiacol and quinolone promote soybean-seed germination.[61]
Oryza sativaSaltRoot-associated growth-promoting rhizobacteriaExpression of salt-stress-related RAB18 plant gene.[127]
Oryza sativa, Triticum aestivum, Zea mays, Gossypium hirsutumSaltCyanobacteria and cyanobacterial extractsPhytohormones as elicitor molecule.[128]
Zea maysOsmotic stressBacillus megateriumHigh hydraulic conductance and increased root expression and ZmPIP isoforms.[129]
Vitis vinifera, Capsicum annuumSaltBurkholderia, Arthrobacter BacillusIncreased accumulation of proline.[130]
Capsicum annuumSalinityAzospirillum brasilense and Pantoea dispersa (Co-inoculation)High stomatal conductance and
Photosynthesis.
[131]
ArabidopsisSalinityBacillus subtilisDecreased root transcriptional expression of a high-affinity K+ transporter (AtHKT1) decreasing root Na+ import.[126]
Phaseolus vulgarisSalinityAzospirillum brasilense strain
Cd
Stimulation of persistent exudation of flavonoids.[132]
Zea maysDroughtBurkholderia phytofirmans Enterobacter sp. FD17Increased photosynthesis, root and shoot biomass under drought conditions.[133]
Arabidopsis thalianaDroughtPseudomonas chlororaphis O6Production of 2R,3R butanediol- a volatile compound.[134]
Triticum aestivumHeatBacillus amyloliquefaciens, Azospirillum brasilenceReduced regeneration of reactive oxygen species, pre-activation of heat shock transcription factors, and changes in metabolome.[135]
Brassica junceaArsenic toxicityStaphylococcus arlettaeIncreased dehydrogenase, phosphatase, and available phosphorus in soil.[136]
Triticum aestivumZn toxicityPseudomonas aeruginosaImproved biomass, N and P uptake, and soluble protein.[137]
Phragmites australisHg toxicityPhotobacterium spp.IAA and mercury reductase activity.[138]
Miscanthus sinensisCd, AS, Cu, Pb and Zn toxicityPseudomonas koreensis AGB-1ACC deaminase and IAA production.[139]
Table 2. Endophyte mechanism for plant-growth promotion under abiotic stress.
Table 2. Endophyte mechanism for plant-growth promotion under abiotic stress.
EndophyteMechanismPlantStressReferences
Piriformospora indicaMutualism mechanism, drought-related genes regulationBarleySalinity[169]
B. phytofirmans PsJNInitiation of host stress responsesVegetablesAbiotic stress[167]
Curvularia protuberateMetabolite synthesis and improves plant physiologyTomato and riceHeat and drought[170]
C. protuberataEntophytic colonizationWheatHeat and salinity[171]
P. indicaIncreased ascorbate concentrationBarleySalt stress[172]
Chaetomium globosum LK4Increased plat biomassCapsicum annumDrought[170]
TrichodermaEnhanced growth of rootsCacaoDrought[173]
Trichoderma harzianum strain T22Low synthesis of lipid peroxidesCacao [174]
Table 3. Production of various plant-growth regulators (PGRs) in response to PGPR inoculation in different crops.
Table 3. Production of various plant-growth regulators (PGRs) in response to PGPR inoculation in different crops.
CropsPGPRPGRResponsesReferences
MaizeAzotobacter sp.Indole-3-acetic acidInoculation with strain enhances IAA and growth-promoting effects on maize.[191]
Canola, tomatoKluyvera ascorbate SUD 165Siderophores, indole-3-acetic acidBoth strains decreased plant-growth inhibition by heavy metals (nickel, lead, and zinc).[192]
GroundnutPseudomonas fluorescensSiderophores, indole-3-acetic acidInvolvement of ACC deaminase and siderophore production promoted nodulation and yield of groundnut.[193]
RiceRhizobium leguminosarumIndole-3-acetic acidGrowth-promoting effects upon inoculation on
axenically grown rice seedlings were observed.
[93]
RiceAzospirillum brasilense A3, A4, A7, A10, CDJAIndole-3-acetic acid,Bacterial strains increased rice grain yield.[194]
BrassicaMesorhizobium loti MP6Chrom-azurol, siderophore (CAS), hydrocyanic acid (HCN), indole-3-acetic acidMesorhizobium loti MP6–coated seeds enhanced seed germination, early vegetative growth, and grain yield. [195]
WheatAzospirillum lipoferum strains 15 Promoted development of wheat root system, even under crude-oil contamination.[196]
Sesbenia, Mung beanAzotobacter sp. and Pseudomonas sp.Indole-3-acetic acidIncreasing concentration of tryptophane from 1 to 5 mg mL−1 resulted in decreased growth.[66]
RiceBacillus sp. and Paenibacillus sp.Indole-3-acetic acidThe isolate SVPR 30, i.e., strain of Bacillus sp., proved to be efficient in promoting a significant increase in the root and shoot parts of rice plants.[197]
WheatPseudomonas sp.Indole-3-acetic acidA combined bio-inoculation of diacetyl-phloreglucinol-producing PGPRs and AMFs and improved the nutritional quality of wheat grain.[198]
CowpeaStreptomyces acidiscabies E13Hydroxamate siderophoresS. acidiscabies promoted cowpea growth under nickel stress.[199]
Table 4. Effect of microbes on plant ecophysiological parameters under abiotic stresses.
Table 4. Effect of microbes on plant ecophysiological parameters under abiotic stresses.
PlantsAbiotic FactorPGPMInoculationEffectReference
Cajanus cajan, Eleusine coracanaSoilPseudomonasSeedIncrease growth and improve nutrient-deficient soil.[201]
Glycine maxSoilTrichoderma sp.SeedImprove germination, growth, and K uptake under drought and salts tress.[202]
Brassica juncea, aeruginosa, Alcaligenes feacalisSoilPseudomonasSeedIncrease growth, metal tolerance, and phytoextraction efficiency.[203]
Glycine maxWaterKlebsiella variicolaSoilImprove plant growth and flood tolerance by inducing adventitious root.[204]
Mentha pulegium L.WaterAzotobacter Chroococcm Azospirillum brasilenseSeedImprove physiological and phytochemical parameters and drought tolerance.[205]
Vigna radiataWaterPseudomonas fluorescensSeedIncrease vigor, biomass, activity of catalase and peroxidase, accumulation of proline, and water-stress tolerance.[206]
Capsicum annuumSoilPseudomonas sp.SeedIncrease growth by increasing ACC deaminase and reduce ethylene under salinity stress.[207]
Brachiaria brizanthaLightBurkholderia PseudomonassSoilIncrease plant growth and shade tolerance.[208]
Zea maysWaterAzospirillum sp.SeedIncrease growth and drought and flood tolerance.[209]
Ophiopogon japonicusLightKaistobacter sp. PseudomonasSoilIncrease growth and shade tolerance.[210]
Table 5. Inoculation of phosphorus-solubilizing bacteria (PSB) on crop plants from different mineral sources.
Table 5. Inoculation of phosphorus-solubilizing bacteria (PSB) on crop plants from different mineral sources.
PlantsMineral SourceBacterial SpeciesOutcomesReferences
Stevia rebaudianaMussoorie rock phosphateBurkholderia gladioli MTCC 10216;
B. gladioli MTCC10217, Enterobacter aerogenes MTCC 10208, and Serratia marcescens MTCC 10238
Enhanced growth and stevioside and rebaudioside-A metabolites. Increased amount of P in soil.[226]
RiceBayóvar rock phosphateBurkholderia sp. UFLA 04-21; Paenibacillus kribbensis UFLA 03-10; Enterobacter sp. UFPI B5-6; and Pseudomonas sp. UFPI B5-8AIncreased biomass, tillers and nutrients accumulation[227]
Vicia fabaRock
phosphate
Serratia plymuthica BMA1Increased plant growth and P uptake [228]
Lentil (Lens culinaris Medik. cv. VL Masoor 507)Udaipur rock phosphatePseudomonas sp. RT5RP2 and Pseudomonas sp. RT6RPIncreased P uptake by plants[229]
Medicago truncatula Gaertn.Tunisian rock phosphatePseudomonas corrugata SP77, Pseudomonas koreensis LT62 and PseudomonasEnhanced shoot dry weight and nodule fresh weigh[230]
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Munir, N.; Hanif, M.; Abideen, Z.; Sohail, M.; El-Keblawy, A.; Radicetti, E.; Mancinelli, R.; Haider, G. Mechanisms and Strategies of Plant Microbiome Interactions to Mitigate Abiotic Stresses. Agronomy 2022, 12, 2069. https://doi.org/10.3390/agronomy12092069

AMA Style

Munir N, Hanif M, Abideen Z, Sohail M, El-Keblawy A, Radicetti E, Mancinelli R, Haider G. Mechanisms and Strategies of Plant Microbiome Interactions to Mitigate Abiotic Stresses. Agronomy. 2022; 12(9):2069. https://doi.org/10.3390/agronomy12092069

Chicago/Turabian Style

Munir, Neelma, Maria Hanif, Zainul Abideen, Muhammed Sohail, Ali El-Keblawy, Emanuele Radicetti, Roberto Mancinelli, and Ghulam Haider. 2022. "Mechanisms and Strategies of Plant Microbiome Interactions to Mitigate Abiotic Stresses" Agronomy 12, no. 9: 2069. https://doi.org/10.3390/agronomy12092069

APA Style

Munir, N., Hanif, M., Abideen, Z., Sohail, M., El-Keblawy, A., Radicetti, E., Mancinelli, R., & Haider, G. (2022). Mechanisms and Strategies of Plant Microbiome Interactions to Mitigate Abiotic Stresses. Agronomy, 12(9), 2069. https://doi.org/10.3390/agronomy12092069

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop