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REVIEW article

Front. Sustain. Food Syst., 30 June 2021
Sec. Agroecology and Ecosystem Services
This article is part of the Research Topic Adaptive Farming Sustainability Practices: Fundamentals to Advances View all 5 articles

Insight Into the Role of PGPR in Sustainable Agriculture and Environment

  • 1Bioenergy Lab, Biogas Development and Training Center, School of Biotechnology, Kalinga Institute of Industrial Technology, Bhubaneswar, India
  • 2School of Biotechnology, Kalinga Institute of Industrial Technology, Bhubaneswar, India

A multitude of roles is played by microbes in food and agriculture that include nutrient cycling and management, organic matter decomposition and fermentation. Plant growth promoting rhizobacteria (PGPR), representing microbial groups and with ability of colonizing plant roots, influence plant growth through various indirect and direct modes in order to promote its growth and/or protect it from diseases or damage due to insect attack. Thus, PGPR research has received renewed interest worldwide. Increasing number of crop-specific PGPR are being commercialized these days. Approaches like seed-inoculation and soil application either alone or in combination with bacterial culture/product for increased nutrient availability through phosphate solubilisation, potassium solubilisation, sulfur oxidation, nitrogen fixation, iron, and copper chelation are gaining popularity. Arbuscular mycorrhizal fungi (AMF) are root fungal symbiont that improve management of abiotic stress such as phosphorus deficiency. PGPR involves roles like production of indole acetic acid (IAA), ammonia (NH3), hydrogen cyanide (HCN), catalase, etc. PGPR also improve nutrient uptake by altering the level of plant hormone that enhances root surface area by increasing its girth and shape, thereby helping in absorbing more nutrients. PGPR facilitate seed germination, seedling growth and crop yield. An array of microbes including Pseudomonas, Azospirillum, Azotobacter, Klebsiella, Enterobacter, Alcaligenes, Arthrobacter, Burkholderia, Bacillus, and Serratia enhance plant growth. Various Pseudomonas sp. have demonstrated significant increase in germination, seedling growth and yield in different agricultural crops, including wheat. Hence, developing a successful crop-specific PGPR formulation, the candidate should possess characteristics like high rhizosphere competence, extensive competitive saprophytic ability, growth enhancing ability, ease of mass production, broad-spectrum action, safety toward the environment and compatibility with other partnering organisms.

Introduction

The twenty-first century has been witnessing rapid rise in human population along with critical issues in global agroecosystems, leading to decreased productivity and degeneration of sustainable agroecosystem. Food is a fundamental need of people that assumes a significant function in human well-being and societal advancements. While feeding the geometrically progressing human population, required balanced value-added food to supplement a diet is significantly difficult. In contrast, there is a decrease in crop productivity, which may pose additional concern to address before long. The ever-increasing population exhibits pressure on arable land to increase crop yield, leading to indiscriminate use of chemical fertilizers, insecticides, pesticides, etc. by the farmers. Agrochemicals runoffs from such land adversely affect life on Earth through bioaccumulation and biomagnifications through the food chain. Also, the pesticides utilized to fight against plant illness affect the beneficial natural insect, soil fertility and soil microbiota adversely (Khatoon et al., 2020), and obviously additionally impact human well-being. Alongside, the soil acidity due to these strong chemicals is also altered (Slepetiene et al., 2020). Anthropogenic activities are liable to cause ecological damage and deter soil health, ultimately depleting the nonrenewable assets. It is therefore essential to adopt various environment-friendly ways. In the present circumstance, sustainable agriculture is essential as it offers the capacity to meet not only our present needs but also ensure a healthy future, something that can't be realized through the conventional harmful agrarian practices (Santoyo et al., 2017). Crop yields have been affected by a wide range of ecological destabilization emerging from complex issues (Shrivastava and Kumar, 2015). For example, salinity as a significant environmental abiotic stress is a serious global agricultural concern, turning the cultivated areas in to uncultivated region especially within the arid and semiarid zones at an estimated rate of around 1–2% annually.

Around 20% of the whole arable zone has become transformed to uncultivated region as a consequence of salinity (Rasool et al., 2013). Salinity brings about extreme change in the development and metabolism in plant (e.g., changes in plant physiology, morphology, and biochemistry) (Gupta and Huang, 2014). Drought is another abiotic stress in most aerable lands, particularly in the arid and semiarid regions affecting crop productivity (Bodner et al., 2015). Due to more serious and regular droughts owing to climate change, it is predicted that more than 50% of the arable land will have critical plant growth issues by 2050. Drought affects the crop adversely by influencing water association, photosynthetic assimilation, and supplement take-up (Osakabe et al., 2014). In present times, heavy metal contamination may pose a threat to ecology. Since these metals are hard to remove, environmentalists are worried about their harmfulness to the ecology and biological systems (Etesami, 2018). Some of these metals are needed at very low quantity for various plant metabolic processes, but at very high levels these metals affect the phytological and microbial network adversely (Ali et al., 2015). Heavy metals add to the inadequacy and irregularity of basic plant supplements (Etesami, 2018). Likewise, flood is another stress factor that affects plant productivity. All these non-biological stresses are increasing day by day due to global climatic change. Therefore, it is important to reduce environmental stress by employing ecofriendly strategies, including eco-accommodating and sustainable utilization of beneficial microbes.

Plant growth promoting rhizobacteria (PGPR) are critical players in agriculture (Etesami and Maheshwari, 2018). It helps in crop well-being by fixing nitrogen, solubilising phosphate, reducing heavy metals, producing phytohormones (like auxin, gibberellins, cytokinins etc.), mineralising soil organic matter, decomposing crop residue, suppressing phytopathogens, etc. (He et al., 2019). A detailed overview of the different direct and indirect mechanisms of action by plant growth promoting microbiomes is highlighted in Figure 1. PGPR offer critical knowledge to the agricultural and environmental biotechnology by providing several new genes and understanding of the biochemical pathways for enzymes, antibiotics, and numerous other value-based bioproducts (Backer et al., 2018). The efficacy of PGPR relies on its growth phase, the variability in soil ecology, and the species and age of plant/crop. PGPR adjust plant-soil chemistry thereby facilitating plant growth and well-being (Table 1). To utilize PGPR successfully, it is imperative to understand the mechanisms through which they influence and guarantee sustainable agriculture (Figure 2).

FIGURE 1
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Figure 1. An overview of different types of direct and indirect mechanisms adopted by PGPR against abiotic stress.

TABLE 1
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Table 1. The role of some select PGPR candidates in the rhizosphere.

FIGURE 2
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Figure 2. A diagrammatic representation of PGPR role against various stresses.

Rhizosphere: the Hub for Microbial Habitat

Rhizosphere is characterized as the zone for various soil biological and chemical attributes and influence plant root secretions. It is the hotspot for intense interactions between the soil and the microflora (Kumar et al., 2015), impacting beneficial and or remaining negative or neutral. Their interactions affect plant growth and productivity heavily. Several microbial groups, like bacteria, fungi, protozoa, and algae coexist in the rhizosphere. Of all these, the bacteria that promote plant growth are the most abundant (Bahadur et al., 2017). Growth promoting bacteria in general and rhizobacteria in particular exhibit extensive interaction in rhizospheric zone. Giving an extraordinary environment inside the rhizosphere, plant releases many compounds as root exudates that is high in sugars, amino acids, organic acids, flavonoids, proteins, and fatty acids. Such root exudates are usually low molecular weight compounds, non-metabolically released. The exudates act as signals either to repel various microbial pathogens or to gather beneficial microbes owing to the physiological status, plant species, and the microflora (Ahmed et al., 2019). The exudates may also act as rhizospheric messenger molecules between plant root and rhizobacterial organisms (Lucini et al., 2019), thus are significant growth triggers for soil microbes that assume a crucial role in advancing plant development and in mobilizing protection against phytopathogens. Along with root exudates, plants also release additional components like metabolically released or secreted compounds, lysates released from moribund cells during autolysis, and mucilage (a plant polysaccharide) in the rhizospheric zone. All such secretions act as chemoattractants for rhizospheric microflora. Few PGPR can enter the root, setting up endophytic association (Wozniak et al., 2019 and Papik et al., 2020). Some of them overcome the endodermis barrier, rising above from root cortex to vascular systems, developing as endophytes (inside leaves, stem, and other organs). The degree of host plant endophytic relationship mirrors the capacity of these microbes to adapt to different explicit biological specialties. Such bacteria-plant relationships can be derived for crop well-being and productivity.

PGPR and Abiotic Stress

Any unfavorable environmental condition that may affect the functional diversity of microbes and also the physicochemical properties of soil can dictate abiotic stress. Numerous drastic conditions including heavy metal toxicity, salinity, drought, and flooding affecting the plant microbiome and the surrounding ecology are abiotic stress.

Heavy Metals

Hyper-aggregation of noxious metals like Hg, As, Cd, and Pb in soil result in plant stress, and extraordinarily diminish crop productivity. Such metal aggregations directly influence soil pH and its texture, thereby hampering crop growth by imparting negative consequences on a few biological processes (Hamid et al., 2021). Majority of the microbes, particularly the heterotrophs, receive food through carbonaceous forms from the host plant through the symbiotic association. Thus, there is a decrease in the effect of pollutants on plants added by the help of these (Zafar-ul-Hye et al., 2013). Though PGPR helps in plant growth and productivity, it also improves soil properties through various mechanisms to regulate soil metal contaminants (Table 2). Some peculiar binding metal peptides are associated with metal chelation or accumulation. Transformation mechanisms by PGPR, like metal bioaccumulation, biosorption, precipitation, oxidation, and reduction of metal in enzymatic pathway, decreases the toxic effect of heavy metal ions (Sharma and Archana, 2016).

TABLE 2
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Table 2. Heavy metals bioremediation by PGPR.

Induced Systemic Tolerance (IST) in Metal Stress

Induced systemic resistance induces abiotic stress tolerance toward metals. The genetic basis of the process is well-known (Hobman and Crossman, 2015; Wheaton et al., 2015). Contaminating metals in the rhizosphere hinders plant nutrient uptake resulting in a delayed plant growth (Lal et al., 2018). This could be addressed by inoculating PGPR having metal resistance ability. PGPR can effectively stimulate IST against abiotic stress in plants. IAA delivering PGPR managed heavy metal stress while improving nitrogen fixation and other growth conditions (Guo et al., 2020). Cellulosimicrobium reportedly enhanced the flowering period under chromium (Cr6+) stress (Karthik and Arulselvi, 2017). The isolated and characterized Cr6+ resistant bacteria could also dissolve phosphate, produce ammonia, and secrete enzymes like lipase and amylase in the rhizosphere of Phaseolus vulgaris. Factors responsible to activate IST in host plants are recognized as similar to those of induced systemic resistance (ISR). ISR induction correlates with factors like bacterial external membrane lipopolysaccharides, biosurfactants, siderophores, volatile organic compounds, and other microbial metabolites. Studies show that gibberellic acid (GA) eased metal toxicity by reducing Cd2+ absorption (Zhu et al., 2012). Rhizobacteria also possess a metal rejection mechanism to protect the delicate cell parts from heavy metals, changing their cell wall and membrane.

Siderophores in Metal Sequestration

Siderophores are microbial metabolites that form trace metal complexes. These are organic compounds of lower molecular weight having a good iron affinity. Microbes produce these in iron-deficient condition. Microbially released siderophores perceivably resist metal stress efficiently. Microbial siderophores formed tie up with metal ions making the limited metal ion bioavailable. Streptomycetes siderophores assimilated iron and diminished Cd2+ retention (Dimkpa et al., 2009a). Bacterial siderophore reduced the oxidative stress minimizing the toxic impact of metals and accelerating plant biomass growth (Dimkpa et al., 2009b).

Biosurfactants in Metal Reduction

Amphiphilic composite biosurfactants found primarily on the microbial cell surface. They enhance trace metal tolerance and help in ousting soil metal. Because of the amphiphilic nature, these hold together more closely to noxious metals (Gupta and Kumar, 2017), by showing an undeviating connection between biosurfactants and trace metals. This binding nature of biosurfactants with heavy metal helps reduce its concentration in soil (Lal et al., 2018).

Impact of Organic and Inorganic Acids in Heavy Metal Reduction

PGPR produce many low molecular weights natural (organic) acids, like oxalic and citric acids (Archana et al., 2012), which demonstrably reduce metal stress in farming. These form less-noxious metal complexes and facilitate plant growth in metal-contaminated soils. These complexes (e.g., metallic oxalate crystal) enhance resistance in plants by reducing the adverse cytological effects of the native metal ions by inactivating them (Gao et al., 2010). Inorganic acids by PGPR could decrease metal stress through precipitation. Microbial organic acid is perceived to have a solids limit in chelating heavy metals (Gadd, 2010). Insolubilising and immobilizing heavy metals is either instantaneous via the enzymatic action (Pagnanelli et al., 2010), or through the circuit with the aid of bacterial oxidation of Fe, or through involvement of microbial inorganic acids like H2S, H2CO3 and H3PO4 (Zhou et al., 2013).

Bacterial EPS in Metal Reduction

Extracellular polymeric substances (EPS) are heavy molecular weight homo- or hetero-polysaccharides microbial polymers (Staudt et al., 2004). It binds to bacterial cell surface, present internally as a capsule or is secreted externally. Extracellular polysaccharides such as lipopolysaccharides, polysaccharides, dissolvable peptides, and glycoprotein released by rhizospheric bacteria (Hassan et al., 2017) have a significant number of anion-restricting locales that help in evacuation or recuperation of heavy metals from the rhizosphere through biosorption (Mishra et al., 2017). Due to the composition, it assumes a pivotal job in heavy metal decontamination by diminishing their availability in soil and plant systems (Rajkumar et al., 2012).

Salinity

Salinity conditions are detrimental for agro-economy. The primary reason for the salinity issue is attributed to the accumulating salts due the use of agrichemicals over long (Rengasamy, 2002). There is alternation in plant homeostasis in salt-stressed region in the soil, leading to nutritional imbalance. Being sessile, plants can't run and escape from the situation, but rather struggle and acclimatize to it. Studies identify the significance of PGPR to boost growth and productivity in salt-stressed plant for sustainable agriculture (Venkateswarlu et al., 2008).

Halotolerance by Scavenging (ROS)

The reactive oxygen species (ROS) like O2-, O2, and H2O2 is formed under salinity stress significantly damaging the cell, known as oxidative stress. An enzymatic and nonenzymatic protective antioxidant system is activated to neutralize such toxicity by managing the H2O2 level (Bharti and Barnawal, 2019). Enzymes like catalase and ascorbate peroxidase and non-enzymatic components like ascorbate routinely regulate the ROS levels (Kapoor et al., 2015). Along with ROS production, the salt-stressed plant is hypohydrated. PGPR capable to produce the enzymatic and non-enzymatic components help the plant to survive under salt stress. ROS-responsive signaling and regulatory genes of PGPR are beneficial (Miller et al., 2010). By boosting the antioxidants and polyamines, some PGPR mitigate the increased soil salinity, elevating the photosynthetic performance (Radhakrishnan and Baek, 2017). PGPR produces antioxidants like catalase, and neutralizes ROS-mediated oxidative stress. Improved performance of SOD in salt-stressed plants inoculated with PGPR assumes a critical role in superoxide scavenging.

Halotolerance by Decreasing Ethylene Level

Ethylene, a gaseous hormone, helps in controlling and regulating plant growth (Fahad et al., 2015). Usually, two ethylene peaks measured in plant tissues, the first usually being smaller than the second. First peak is seen when the plant is subjected to stress, and the second peak shows up after a couple of hours. A quick ethylene antecedent is 1-aminocyclopropane-1-carboxylate (ACC). Some PGPR produce ACC deaminase that protects plants from ethylene stress. ACC deaminase in plants breaks apart ACC to form α-ketobutyrate and ammonia, consequently reducing the ethylene level. As a sink for ACC, PGPR formulation with active ACC deaminase decreases plant ethylene levels (Glick, 2014). In comparison to the control without microbial inoculations, seedlings treated with ACC deaminase-containing bacteria decreased ethylene in plants exposed to salt stress (Barnawal et al., 2017), thus an effective method to mitigate salt stress to an extent.

Drought

Drought is a leading factor that hinders worldwide agricultural productivity. It is believed to have played down the national cereal production by 9–10% (Lesk et al., 2016). The capacity of a plant to sustain and endure during drought situation is its drought resistance. Solutions to increase abiotic stress tolerance like drought in plants enabling its growth meeting food needs under restricted accessibility of water resources need to be established (Mancosu et al., 2015). Abscisic acid (ABA) improves drought tolerance owing to a few responsible active signaling genes like DSM2, Os-NAP, and OsNAC5. These genes facilitate an increase in the yield during drought (Goswami and Suresh, 2020).

Improving Root System for Water Uptake

An increased number of rootlets with lesser diameter with greater depth in the root system is a novel approach to sustain plant productivity in drought conditions (Ngumbi and Kloepper, 2016) as it allows draft-stressed plants to enhance the hydraulic conductance by raising the area of contact with the available water in soil with an increase in volume (Comas et al., 2013). It is suggested that modifications in the root architecture caused by bacteria maximizes the total area of the root resulting in improved nutrient and water absorption facilitating the overall growth (Timmusk et al., 2014). Comprehensive studies are needed to understand the underlying mechanism. Naik et al. (2020) has reported the root elongation property of a nano formulation (SomRE) to overcome abiotic stress without any adverse effect on the soil microbiota.

Facilitating Shoot Growth

Decreased accessible leaf surface to restrict evaporative loss is an adoptive mechanism in plants to address drought stress which may stunt shoot growth (Skirycz and Inzé, 2010). Treating such plants with PGPR improves shoot growth; plants inoculated with successful PGPR strains may retain close-to-average shoot growth in drought stress, resulting in enhanced crop productivity.

Relative Water Content

Perhaps a better approach to evaluate plant water status is measure its relative water content (RWC) in leaf as it is involved in tissue metabolic activity. A reduced RWC indicates turgor deficiency that restricts cellular development and diminished plant growth (Ngumbi and Kloepper, 2016). Maximizing RWC could significantly enhance drought tolerance. PGPR-treated plants reportedly managed RWC better compared to the non-treated plants. Dodd et al. (2010) found that better RWC could be a consequence of change in the physiological activity like stomatal closure. Grover et al. (2014) reported 24% enhancement RWC in drought-stressed sorghum plants inoculated with Bacillus sp. strain KB 129.

Osmotic Adjustment in Drought Tolerance

Osmotic modification is a major adaptation strategy in plants that allow them to tackle drought-stress (Farooq et al., 2009). Proteins, enzymes, cell organelles, and membrane are safe from oxidative destruction (Huang et al., 2014). Osmotic adaptation in drought stress is the active accumulation of inorganic and organic compatible solutes (Kiani et al., 2007). The solutes include ammonium compounds like sucrose, non-protein amino acids like proline, betaine, glycine, polyols like mannitol, inorganic ions like calcium, and organic acids like malate. They preserve cell turgor and reduce water demand while maintaining the water content.

Proline is a fundamental osmolyte in plants experiencing drought-stress (Huang et al., 2014). Proline also helps stabilize subcellular structures like proteins and membranes, scavenge free radicals and buffer the capacity for cellular redox (Hayat et al., 2012). Critical studies suggest that plants with higher proline levels can withstand dry season (Lum et al., 2014). PGPR inoculation helps increase proline levels in plants. A combined three PGPR strains (Bacillus cereus AR156, B. subtilis SM21, and Serratia sp. XY21) enhanced proline concentration 3–4-folds in cucumber leaves compared to the control (Wang et al., 2012). The high proline level protected cucumber plants from excess drying. PGPR application increased concentrations of dissolvable sugar and free amino acids in maize (Bano et al., 2013). Additional free amino acids and dissolvable sugars alongside proline are essential for withstanding conditions of extreme drought.

PGPR and Plant Growth Substances

Externally applied chemical growth regulators and various phytohormones like cytokinins, abscisic acid, gibberellins, auxins, and ethylene facilitate plant growth and development. Jasmonic acids (JAs) reportedly play an important role in drought tolerance in plants. Its exogenous utilization enhances the formation of various antioxidants to withstand drought. Antioxidants' influence has been highlighted in crops including in Desi chickpea cultivated under drought stress. The expression pattern of the jasmonate signaling pathway gene (MYC2) is significantly outlined (Domenico et al., 2012). PGPR encourage growth of drought-stressed plants (Bresson et al., 2014) by controlling and adjusting the phytohormones and growth regulators. Plant growth is encouraged by gibberellins and cytokinins and inhibited by ET and abscisic acid (Taiz and Zeiger, 2010). Drought stress increases the levels of growth inhibitors. Studies have highlighted that SomRE (an organic root growth promoter) help to transport nutrients to the upper portion of plant for their growth and development. SomRE contains vulcanine and borreline that help in root elongation (Naik et al., 2020).

Flood

Reports indicate the effect of rhizobacteria on plant physiology when exposed to flooding (Ravanbakhsh et al., 2017). Studies reveal that plant roots associated with bacterial population impact in regulating ethylene. Such exchange of gas reduces during flooding, resulting in rapid accumulation of inside plant. Accumulated ethylene regulates the traits related to flood adaptation (Sasidharan and Voesenek, 2015). Ravanbakhsh et al. (2017) highlighted the role of R. palustris in ACC deaminase production which led to a reduction in the ethylene levels. ACC level rises during flood (low oxygen condition) attributed to the action of both ACC synthase and ACC oxidase genes. High ACC concentration accumulated in the root is reduced by ACC deaminase which helps ACC to diffuse out of the roots. This mechanism helps reduce ethylene levels during and after flooding. Any disturbance in the ethylene signaling pathway leads to a drastic reduction in the responses to flood situations (Ravanbakhsh et al., 2017).

PGPR and Biotic Stress

Biotic stress in plants is brought about by living forms, particularly bacteria, viruses, fungi, insects, and nematodes. Such stress interferes directly with host nutrients causing plant death. Both pre- and post-harvest loss occurs due to biotic stress. Although few microbes participate in the biological control of pathogens, yet PGPR is known to create protection from many diseases following various mechanisms including bacteriocin, antibiosis, volatile organic compound (VOC) production, and lysis through the extracellular enzyme (Hamid et al., 2021). The microbial stimulants are seen to be effective in the suppression of a variety of plant-pathogen which ultimately leads to sound development in the harvest.

Bacteriocin

Bacteriocins (bacterial toxins against bacteria) are peptide secretions with narrow-spectrum antimicrobial activity. Bacteriocins are produced by Gram-negative (e.g., colicin) as well as Gram-positive (e.g., nisin) bacteria (Zimina et al., 2020). These toxins are very specific in their action and eliminate competitor bacterial species (Rooney et al., 2020). Bacteriocins have shown promising results under in vitro conditions against bacterial spot disease in tomatoes (Príncipe et al., 2018).

Antibiosis

Antibiotics produced by PGPR are more efficient than others due to their antimicrobial, insecticidal, antiviral, phytotoxic, cytotoxic, and anthelminthic properties (Fernando et al., 2018). Numerous species of Pseudomonas produce a wide scope of antifungal antibiotics, including 2,4-diacetylphloroglucinol (2,4-DAPG), butyrolactones, rhamnolipids, N-butylbenzene sulfonamide (Ramadan et al., 2016). Bacillus species also excrete a large variety of antibiotics, including bacilysin, bacillaene, mycobacillin, etc. Additionally, they produce various lipopeptide biosurfactants e.g., bacillomycin with antibiotic activity (Wang et al., 2015).

VOC Production

PGPR secretes numerous Volatile Organic Compound (VOC), which are biocontrol specialists for certain nematodes and microorganisms. Some illustrations of VOC are benzene, cyclohexane, tetradecane, 2-(benzyloxy)- 1-ethanamine. HCN is one of the VOC (delivered by rhizospheric microbes) having the capacity in the biocontrol of some phytopathogens (Kanchiswamy et al., 2015). HCN of Pseudomonas sp. can hinder some pathogenic growths (Hamid et al., 2021). Likewise, VOCs emitted by Bacillus spp. are successful inhibitors of fungus (Santoro et al., 2016). Along with the role of biological control, VOC plays role in pollinator attraction through communication signals (Liu and Brettell, 2019).

Lysis via Extracellular Enzyme

Lytic compounds produced by PGPR give another powerful system to infectious microbes. Extracellular enzyme of rhizobacteria (chitinase and β-1,3- glucanase) are associated with lysis of cell wall (Goswami et al., 2016). As the fungal cell wall is mostly made out of chitin and β−1,4-N-acetyl-glucosamine, Chitinase and β-1,3-glucanase of rhizobacteria can degrade them and act as are strong antifungals. For instance, P. fluorescens LPK2 and S. fredii KCC5 discharge β-glucanases and chitinases help in under-expression of the wilts which is brought about by Fusarium udum and F. oxysporum (Ramadan et al., 2016). Microbes show insecticidal action which has been accounted for protease, lipase, and chitinolytic activity (Rakshiya et al., 2016). PGPR with ACC deaminase action moreover assumes a vital part taking all things together sorts of stresses, including biocontrol.

CO-Metabolism of PGPR

As a part of the metabolic cooperation with plants, it is suggested that plants provide amino acids, sugars, organic acids, and other carbon sources to microbes dwelling in the rhizopsheric region (Jones et al., 2009). This niche is valuable to explore metabolic associations between plants and rhizomicrobes (Jacoby and Kopriva, 2019). Rhizospheric microbial metabolites are considered crucial in ecological success. Various rhizomicrobes that share this habitat have important ecological roles based on their substrate uptake patterns (Ghoul and Mitri, 2016). The idea of niche differentiation can be based on different rhizomicrobial strains coexisting in the same niche exhibiting partitioned metabolism. If two strains have similar substrate uptake pattern then the fittest survives, leading to competitive exclusion of the strain that is less fit (Jacoby and Kopriva, 2019). Often a rhizobacteria strain functions in a way that it excretes a novel metabolite that was not a part of the native root. This leads to the formation of a new niche that could be inhabited by cross-feeding strains (Ponomarova et al., 2017). When ample amount of sugar is added, soil microbes quickly proliferate giving a notion that there is carbon limitation in the growth of microbes (Blagodatskaya and Kuzyakov, 2013). Thus, it is attributed that plants contain ample amount of carbon that diffuse to outside through multiple metabolic pathways.

Even though carbon fixation occurs primarily through respiration, carbon is released by plants through rhizospheric deposition (Pausch and Kuzyakov, 2018). While rhizomicrobes provide metabolites to plants, the plant rhizodeposits provide a range of metabolites offering huge opportunities both to attract and inhibit specific microbial strains (Chagas et al., 2018). Rhizomicrobes provide nitrogen, phosphorus and iron to plants in utilizable forms that are crucial for growth. Rhizomicrobes provide plants with phytohormones like ACC deaminase, cytokinin, and indole-3-acetic acid which aid in its growth and development (Kumar et al., 2019). Thus, such cometabolism allows a healthy symbiotic relationship between the plants and rhizomicrobes.

Criteria to Select Suitable PGPR Candidate

For the development of a successful PGPR formulation, the rhizobacterial species should possess the following characteristics (Jeyarajan and Nakkeeran, 2000):

• Should be enhancing plant growth

• Should be amenable for mass multiplication

• Should possess high rhizospheric competence

• Should have high competitive saprophytic ability

• Should demonstrate broader activity spectrum

• Should be ecologically compatible to other inhabiting rhizobacteria

• Ability to tolerate abiotic (thermal, desiccation, radiations, and oxidizing agents) stress

• Should be environmentally safe.

PGPR as Biofertiliser

Biofertilisers are the live formulation of beneficial microbes which assists in the availability of nutrients by their biological activity and builds up soil health and thus soil microflora. So, the main component of this biofertiliser is plant growth promoting microbes (PGPM). This PGPM can be categorized into three major groups, i.e., Arbuscular mycorrhizal organisms (AMF), plant development advancing rhizobacteria (PGPR), and nitrogen-fixing rhizobia (Vejan et al., 2016), which are considered to be helpful for plant development and nourishment. Nonetheless, it has been accounted for that PGPR has been utilized worldwide as biofertilizers, adding to expanded yields and soil quality. Subsequently, with likely PGPR commitment, it could prompt sustainable agribusiness. Such biofertilizers are available in both solid and liquid forms, and liquid formulations are found to be more effective. Liquid formulations are primarily of three types, i.e., root inoculation, seed inoculation and soil inoculation (Lopes et al., 2021). Upon applying Burkholderia phytofirmans biofertiliser to Ryegrass root, seed, and soil, soil inoculation method was most efficient in improving the production of plant biomass, phytoremediation and hydrocarbon degradation (Afzal et al., 2013).

Challenges With PGPR

One constraint in using PGPR is their property of natural variation. It is difficult to predict the response of an organism in field conditions (unlike in controlled laboratory environment). Another challenge is that PGPR are living in nature and they must be able to propagate artificially and mass produced in an optimized manner with regard to their viability and biological activity until field application. Like Rhizobium, PGPR bacteria will not live in soil for long, and over time cultivators will need to reinoculate to restore their population.

Conclusion and Future Prospects

Crop yield is affected by a wide range of ecological concern emerging from complex natural conditions. It is important to address environmental (abiotic) stress through ecofriendly strategies. A way to accomplish eco-accommodative sustainable agriculture is utilizing the beneficial microbes. PGPR help soil and crop well-being through various ways. For microbes, rhizosphere, where soil and microfauna have extreme intense interactions, is a hotspot. Among all, plant growth promoting bacteria are most abundant in the rhizosphere. PGPR improve soil properties through various mechanisms regulating soil contaminations. PGPR help to adapt to abiotic stresses like salinity, drought, flood stress, and also to the biotic stresses. Additionally, PGPR also helps plants to adapt to flood stress. Rhizosphere and PGPR rhizomicrobiome cometabolise, the former as the source of nutrients for the rhizomicrobes and the rhizomicrobe biotransform nitrogen, phosphorus and iron converting them into more utilizable forms for the plants. Understanding the genetics in PGPR investigation and engineering it is a more promising futuristic approach, which shall provide overexpression of the desired traits in the participating strain. As microbes behave differently in the laboratory and field conditions, there is also a need to propagate PGPR in field conditions for them to regain their biological activity and viability.

Author Contributions

PM has contributed to the first drafting and formatting of the manuscript. PKS outlined the manuscript and has designed the figures. DC has helped in preparing table and figure for the manuscript. SM and RP have developed the skeleton for the manuscript along with editing and other valuable scientific inputs. All authors contributed to the article and approved the submitted version.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Acknowledgments

Authors acknowledge their respective affiliations for infrastructural facilities.

References

Afzal, M., Khan, S., Iqbal, S., Sajjad, M., Qaiser, M., and Khan, M. (2013). Inoculation method affects colonization and activity of Burkholderia phytofirmans PsJN during phytoremediation of diesel-contaminated soil. Int. Biodeterior. Biodegrad. 85, 331–336. doi: 10.1016/j.ibiod.2013.08.022

CrossRef Full Text | Google Scholar

Ahemad, M., and Khan, M. S. (2012). Alleviation of fungicide-induced phytotoxicity in greengram [Vigna radiata (L.) Wilczek] using fungicide-tolerant and plant growth promoting Pseudomonas strain. Saudi J. Biol. Sci. 19, 451–459. doi: 10.1016/j.sjbs.2012.06.003

CrossRef Full Text | Google Scholar

Ahmed, T., Shahid, M., Noman, M., Hussain, S., Khan, M. A., Zubair, M., et al. (2019). “Plant growth-promoting rhizobacteria as biological tools for nutrient management and soil sustainability,” in Plant Growth Promoting Rhizobacteria for Agricultural Sustainability, eds A. Kumar and V. S. Meena (Singapore: Springer), 95–110. doi: 10.1007/978-981-13-7553-8_5

CrossRef Full Text | Google Scholar

Ait-Kaki, A., Kacem-Chaouche, N., Ongena, M., Kara-Ali, M., Dehimat, L., Kahlat, K., et al. (2014). In vitro and in vivo characterization of plant growth promoting Bacillus strains isolated from extreme environments of eastern Algeria. Appl. Biochem. Biotechnol. 172, 1735–1746. doi: 10.1007/s12010-013-0617-0

CrossRef Full Text | Google Scholar

Ali, S., Chaudhary, A., Rizwan, M., Anwar, H. T., Adrees, M., Farid, M., et al. (2015). Alleviation of chromium toxicity by glycinebetaine is related to elevated antioxidant enzymes and suppressed chromium uptake and oxidative stress in wheat (Triticum aestivum L.). Environ. Sci. Pollut. Res. 22, 10669–10678. doi: 10.1007/s11356-015-4193-4

PubMed Abstract | CrossRef Full Text | Google Scholar

Archana, G., Buch, A., and Kumar, G. N. (2012). “Pivotal role of organic acid secretion by rhizobacteria in plant growth promotion.” in Microorganisms in Sustainable Agriculture and Biotechnology. (Dordrecht: Springer), 35–53. doi: 10.1007/978-94-007-2214-9_3

CrossRef Full Text | Google Scholar

Backer, R., Rokem, J. S., Ilangumaran, G., Lamont, J., Praslickova, D., Ricci, E., et al. (2018). Plant growth-promoting rhizobacteria: context, mechanisms of action, and roadmap to commercialization of biostimulants for sustainable agriculture. Front. Plant Sci. 9:1473. doi: 10.3389/fpls.2018.01473

PubMed Abstract | CrossRef Full Text | Google Scholar

Bahadur, I., Maurya, B. R., Meena, V. S., Saha, M., Kumar, A., and Aeron, A. (2017). Mineral release dynamics of tricalcium phosphate and waste muscovite by mineral-solubilizing rhizobacteria isolated from indo-gangetic plain of India. Geomicrobiol. J. 34, 454–466. doi: 10.1080/01490451.2016.1219431

CrossRef Full Text | Google Scholar

Bano, Q., Ilyas, N., Bano, A., Zafar, N., Akram, A., and Hassan, F. (2013). Effect of Azospirillum inoculation on maize (Zea mays L.) under drought stress. Pak. J. Bot. 45, 13–20.

Google Scholar

Barnawal, D., Bharti, N., Pandey, S. S., Pandey, A., Chanotiya, C. S., and Kalra, A. (2017). Plant growth-promoting rhizobacteria enhance wheat salt and drought stress tolerance by altering endogenous phytohormone levels and TaCTR1/TaDREB2 expression. Physiol. Plant. 161, 502–514. doi: 10.1111/ppl.12614

PubMed Abstract | CrossRef Full Text | Google Scholar

Bharti, N., and Barnawal, D. (2019). “Amelioration of salinity stress by PGPR: ACC deaminase and ROS scavenging enzymes activity,” in PGPR Amelioration in Sustainable Agriculture, eds A. K. Singh, A. Kumar, and P. K. Singh (Cambridge: Woodhead Publishing), 85–106. doi: 10.1016/B978-0-12-815879-1.00005-7

CrossRef Full Text | Google Scholar

Blagodatskaya, E., and Kuzyakov, Y. (2013). Active microorganisms in soil: critical review of estimation criteria and approaches. Soil Biol. Biochem. 67, 192–211. doi: 10.1016/j.soilbio.2013.08.024

CrossRef Full Text | Google Scholar

Bodner, G., Nakhforoosh, A., and Kaul, H. P. (2015). Management of crop water under drought: a review. Agron. Sustain. Dev. 35, 401–442. doi: 10.1007/s13593-015-0283-4

CrossRef Full Text | Google Scholar

Bresson, J., Vasseur, F., Dauzat, M., Labadie, M., Varoquaux, F., Touraine, B., et al. (2014). Interact to survive: Phyllobacterium brassicacearum improves Arabidopsis tolerance to severe water deficit and growth recovery. PLoS ONE. 9:e107607. doi: 10.1371/journal.pone.0107607

PubMed Abstract | CrossRef Full Text | Google Scholar

Chagas, F. O., de Cassia Pessotti, R., Caraballo-Rodríguez, A. M., and Pupo, M. T. (2018). Chemical signaling involved in plant–microbe interactions. Chem. Soc. Rev. 47, 1652–1704. doi: 10.1039/C7CS00343A

PubMed Abstract | CrossRef Full Text | Google Scholar

Cheng, K. Y., Karthikeyan, R., and Wong, J. W. (2019). Microbial electrochemical remediation of organic contaminants: possibilities and perspective. Microb. Electrochem. Technol. 25, 613–640. doi: 10.1016/B978-0-444-64052-9.00025-X

CrossRef Full Text | Google Scholar

Comas, L., Becker, S., Cruz, V. M. V., Byrne, P. F., and Dierig, D. A. (2013). Root traits contributing to plant productivity under drought. Front. Plant Sci. 4:442. doi: 10.3389/fpls.2013.00442

PubMed Abstract | CrossRef Full Text | Google Scholar

Dimkpa, C. O., Merten, D., Svatoš, A., Büchel, G., and Kothe, E. (2009a). Siderophores mediate reduced and increased uptake of cadmium by Streptomyces tendae F4 and sunflower (Helianthus annuus), respectively. J. Appl. Microbiol. 107, 1687–1696. doi: 10.1111/j.1365-2672.2009.04355.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Dimkpa, C. O., Merten, D., Svatoš, A., Büchel, G., and Kothe, E. (2009b). Metal-induced oxidative stress impacting plant growth in contaminated soil is alleviated by microbial siderophores. Soil Biol. Biochem. 41, 154–162. doi: 10.1016/j.soilbio.2008.10.010

CrossRef Full Text | Google Scholar

Dinnage, R., Simonsen, A. K., Barrett, L. G., Cardillo, M., Raisbeck-Brown, N., Thrall, P. H., et al. (2019). Larger plants promote a greater diversity of symbiotic nitrogen-fixing soil bacteria associated with an Australian endemic legume. J. Ecol. 107, 977–991. doi: 10.1111/1365-2745.13083

CrossRef Full Text | Google Scholar

Dodd, I. C., Zinovkina, N. Y., Safronova, V. I., and Belimov, A. A. (2010). Rhizobacterial mediation of plant hormone status. Ann. Appl. Biol. 157, 361–379. doi: 10.1111/j.1744-7348.2010.00439.x

CrossRef Full Text | Google Scholar

Domenico, S., Bonsegna, S., Horres, R., Pastor, V., Taurino, M., Poltronieri, P., et al. (2012). Transcriptomic analysis of oxylipin biosynthesis genes and chemical profiling reveal an early induction of jasmonates in chickpea roots under drought stress. Plant. Physiol. Biochem. 61, 115–122. doi: 10.1016/j.plaphy.2012.09.009

PubMed Abstract | CrossRef Full Text | Google Scholar

Etesami, H. (2018). Bacterial mediated alleviation of heavy metal stress and decreased accumulation of metals in plant tissues: mechanisms and future prospects. Ecotoxicol. Environ. Saf. 147, 175–191. doi: 10.1016/j.ecoenv.2017.08.032

PubMed Abstract | CrossRef Full Text | Google Scholar

Etesami, H., and Maheshwari, D. K. (2018). Use of plant growth promoting rhizobacteria (PGPRs) with multiple plant growth promoting traits in stress agriculture: action mechanisms and future prospects. Ecotoxicol. Environ. Saf . 156, 225–246. doi: 10.1016/j.ecoenv.2018.03.013

PubMed Abstract | CrossRef Full Text | Google Scholar

Fahad, S., Nie, L., Chen, Y., Wu, C., Xiong, D., Saud, S., et al. (2015). Crop plant hormones and environmental stress. Sust. Agric. Rev. 371–400. doi: 10.1007/978-3-319-09132-7_10

CrossRef Full Text | Google Scholar

Farooq, M., Wahid, A., Kobayashi, N., Fujita, D. B. S. M. A., and Basra, S. M. A. (2009). Plant drought stress: effects, mechanisms and management. Sust. Agric. 153–188. doi: 10.1007/978-90-481-2666-8_12

CrossRef Full Text | Google Scholar

Fernando, W., Nakkeeran, S., Zhang, Y., and Savchuk, S. (2018). Biological control of Sclerotinia Sclerotiorum (lib.) de Bary by Pseudomonas and Bacillus species on canola petals. Crop. Prot. 26, 100–107. doi: 10.1016/j.cropro.2006.04.007

CrossRef Full Text | Google Scholar

Gadd, G. M. (2010). Metals, minerals and microbes: geomicrobiology and bioremediation. Microbiol. 156, 609–643. doi: 10.1099/mic.0.037143-0

PubMed Abstract | CrossRef Full Text | Google Scholar

Gao, Y., Miao, C., Mao, L., Zhou, P., Jin, Z., and Shi, W. (2010). Improvement of phytoextraction and antioxidative defense in Solanum nigrum L. under cadmium stress by application of cadmium-resistant strain and citric acid. J. Haz. Mat. 181, 771–777. doi: 10.1016/j.jhazmat.2010.05.080

PubMed Abstract | CrossRef Full Text | Google Scholar

Ghavami, N., Alikhani, H. A., Pourbabaei, A. A., and Besharati, H. (2017). Effects of two new siderophore-producing rhizobacteria on growth and iron content of maize and canola plants. J. Plant Nut. 40, 736–746. doi: 10.1080/01904167.2016.1262409

CrossRef Full Text | Google Scholar

Ghoul, M., and Mitri, S. (2016). The ecology and evolution of microbial competition. Trends Microbiol. 24, 833–845. doi: 10.1016/j.tim.2016.06.011

CrossRef Full Text | Google Scholar

Glick, B. R. (2014). Bacteria with ACC deaminase can promote plant growth and help to feed the world. Microbiol. Res. 169, 30–39. doi: 10.1016/j.micres.2013.09.009

PubMed Abstract | CrossRef Full Text | Google Scholar

Goswami, D., Thakker, J. N., and Dhandhukia, P. C. (2016). Portraying mechanics of plant growth promoting rhizobacteria (PGPR): a review. Cogent Food Agric. 2:1127500. doi: 10.1080/23311932.2015.1127500

CrossRef Full Text | Google Scholar

Goswami, M., and Suresh, D. (2020). Plant growth-promoting rhizobacteria-alleviators of abiotic stresses in soil: a review. Pedosphere. 30, 40–61. doi: 10.1016/S1002-0160(19)60839-8

CrossRef Full Text | Google Scholar

Grover, M., Madhubala, R., Ali, S. Z., Yadav, S. K., and Venkateswarlu, B. (2014). Influence of Bacillus spp. strains on seedling growth and physiological parameters of sorghum under moisture stress conditions. J. Basic Microbiol. 54, 951–961. doi: 10.1002/jobm.201300250

PubMed Abstract | CrossRef Full Text | Google Scholar

Guo, J., Muhammad, H., Lv, X., Wei, T., Ren, X., Jia, H., et al. (2020). Prospects and applications of plant growth promoting rhizobacteria to mitigate soil metal contamination: a review. Chemosphere. 246:125823. doi: 10.1016/j.chemosphere.2020.125823

PubMed Abstract | CrossRef Full Text | Google Scholar

Gupta, B., and Huang, B. (2014). Mechanism of salinity tolerance in plants: physiological, biochemical, and molecular characterization. Int. J. Genom. 2014:701596. doi: 10.1155/2014/701596

PubMed Abstract | CrossRef Full Text | Google Scholar

Gupta, P., and Kumar, V. (2017). Value added phytoremediation of metal stressed soils using phosphate solubilizing microbial consortium. World J. Microbiol. Biotechnol. 33, 1–15. doi: 10.1007/s11274-016-2176-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Hameeda, B., Harini, G., Rupela, O. P., Wani, S. P., and Reddy, G. (2008). Growth promotion of maize by phosphate-solubilizing bacteria isolated from composts and macrofauna. Microbiol. Res. 163, 234–242. doi: 10.1016/j.micres.2006.05.009

PubMed Abstract | CrossRef Full Text | Google Scholar

Hamid, B., Zaman, M., Farooq, S., Fatima, S., Sayyed, R. Z., Baba, Z. A., et al. (2021). Bacterial plant biostimulants: a sustainable way towards improving growth, productivity, and health of crops. Sustainability. 13:2856. doi: 10.3390/su13052856

CrossRef Full Text | Google Scholar

Hashami, S. Z., Nakamura, H., Ohkama-Ohtsu, N., Kojima, K., Djedidi, S., Fukuhara, I., et al. (2019). Evaluation of immune responses induced by simultaneous inoculations of soybean (Glycine max [L.] Merr.) with soil bacteria and rhizobia. Microbes Environ. 2019:ME18110. doi: 10.1264/jsme2.ME18110

CrossRef Full Text | Google Scholar

Hassan, T. U., Bano, A., and Naz, I. (2017). Alleviation of heavy metals toxicity by the application of plant growth-promoting rhizobacteria and effects on wheat grown in saline-sodic field. Int. J. Phytoremed. 19, 522–529. doi: 10.1080/15226514.2016.1267696

PubMed Abstract | CrossRef Full Text | Google Scholar

Hayat, S., Hayat, Q., Alyemeni, M. N., Wani, A. S., Pichtel, J., and Ahmad, A. (2012). Role of proline under changing environments: a review. Plant Signal. Beh. 7, 1456–1466. doi: 10.4161/psb.21949

PubMed Abstract | CrossRef Full Text | Google Scholar

He, Y., Pantigoso, H. A., Wu, Z., and Vivanco, J. M. (2019). Co-inoculation of Bacillus sp. and Pseudomonas putida at different development stages acts as a biostimulant to promote growth, yield and nutrient uptake of tomato. J. Appl. Microbiol. 127, 196–207. doi: 10.1111/jam.14273

PubMed Abstract | CrossRef Full Text | Google Scholar

Hobman, J. L., and Crossman, L. C. (2015). Bacterial antimicrobial metal ion resistance. J. Med. Microbiol. 64, 471–497. doi: 10.1099/jmm.0.023036-0

PubMed Abstract | CrossRef Full Text | Google Scholar

Huang, B., DaCosta, M., and Jiang, Y. (2014). Research advances in mechanisms of turfgrass tolerance to abiotic stresses: from physiology to molecular biology. Crit. Rev. Plant Sci. 33, 141–189. doi: 10.1080/07352689.2014.870411

CrossRef Full Text | Google Scholar

Jacoby, R. P., and Kopriva, S. (2019). Metabolic niches in the rhizosphere microbiome: new tools and approaches to analyse metabolic mechanisms of plant–microbe nutrient exchange. J. Exp. Bot. 70, 1087–1094. doi: 10.1093/jxb/ery438

PubMed Abstract | CrossRef Full Text | Google Scholar

Jeyarajan, R., and Nakkeeran, S. (2000). “Exploitation of microorganisms and viruses as biocontrol agents for crop disease management,” in Biocontrol Potential and its Exploitation in Sustainable Agriculture, eds R. K. Upadhyay, K. G. Mukerji, and B. P. Chamola (Boston, MA: Springer), 95–116. doi: 10.1007/978-1-4615-4209-4_8

CrossRef Full Text | Google Scholar

Jones, D. L., Nguyen, C., and Finlay, R. D. (2009). Carbon flow in the rhizosphere: carbon trading at the soil–root interface. Plant Soil. 321, 5–33. doi: 10.1007/s11104-009-9925-0

CrossRef Full Text | Google Scholar

Kanchiswamy, C. N., Malnoy, M., and Maffei, M. E. (2015). Chemical diversity of microbial volatiles and their potential for plant growth and productivity. Front. Plant Sci. 6:151. doi: 10.3389/fpls.2015.00151

PubMed Abstract | CrossRef Full Text | Google Scholar

Kaneko, T., Nakamura, Y., Sato, S., Asamizu, E., Kato, T., Sasamoto, S., et al. (2000). Complete genome structure of the nitrogen-fixing symbiotic bacterium Mesorhizobium loti. DNA Res. 7, 331–338. doi: 10.1093/dnares/7.6.331

PubMed Abstract | CrossRef Full Text | Google Scholar

Kapoor, D., Sharma, R., Handa, N., Kaur, H., Rattan, A., Yadav, P., et al. (2015). Redox homeostasis in plants under abiotic stress: role of electron carriers, energy metabolism mediators and proteinaceous thiols. Front. Environ. Sci. 3:13. doi: 10.3389/fenvs.2015.00013

CrossRef Full Text | Google Scholar

Karthik, C., and Arulselvi, P. I. (2017). Biotoxic effect of chromium (VI) on plant growth-promoting traits of novel Cellulosimicrobium funkei strain AR8 isolated from Phaseolus vulgaris rhizosphere. Geomicrobiol. J. 34, 434–442. doi: 10.1080/01490451.2016.1219429

CrossRef Full Text | Google Scholar

Khatoon, Z., Huang, S., Rafique, M., Fakhar, A., Kamran, M. A., and Santoyo, G. (2020). Unlocking the potential of plant growth-promoting rhizobacteria on soil health and the sustainability of agricultural systems. J. Environ. Manag. 273, 111–118. doi: 10.1016/j.jenvman.2020.111118

PubMed Abstract | CrossRef Full Text | Google Scholar

Kiani, S. P., Talia, P., Maury, P., Grieu, P., Heinz, R., Perrault, A., et al. (2007). Genetic analysis of plant water status and osmotic adjustment in recombinant inbred lines of sunflower under two water treatments. Plant Sci. 172, 773–787. doi: 10.1016/j.plantsci.2006.12.007

CrossRef Full Text | Google Scholar

Koenig, R. L., Morris, R. O., and Polacco, J. C. (2002). tRNA is the source of low-level trans-zeatin production in Methylobacterium spp. J. Bacteriol. 184, 1832–1842. doi: 10.1128/JB.184.7.1832-1842.2002

PubMed Abstract | CrossRef Full Text | Google Scholar

Kuan, K. B., Othman, R., Abdul Rahim, K., and Shamsuddin, Z. H. (2016). Plant growth-promoting rhizobacteria inoculation to enhance vegetative growth, nitrogen fixation and nitrogen remobilisation of maize under greenhouse conditions. PLoS ONE 11:e0152478. doi: 10.1371/journal.pone.0152478

PubMed Abstract | CrossRef Full Text | Google Scholar

Kumar, A., Patel, J. S., Meena, V. S., and Ramteke, P. W. (2019). Plant growth-promoting rhizobacteria: strategies to improve abiotic stresses under sustainable agriculture. J. Plant Nut. 42, 1402–1415. doi: 10.1080/01904167.2019.1616757

CrossRef Full Text | Google Scholar

Kumar, A., Vandana, R. S., Singh, M., and Pandey, K. D. (2015). Plant Growth Promoting Rhizobacteria (PGPR). A Promising Approach for Disease Management. Microbes and Environmental Management. New Delhi: Studium Press, 195–209.

Google Scholar

Lal, S., Ratna, S., Said, O. B., and Kumar, R. (2018). Biosurfactant and exopolysaccharide-assisted rhizobacterial technique for the remediation of heavy metal contaminated soil: an advancement in metal phytoremediation technology. Environ. Tech. Innov. 10, 243–263. doi: 10.1016/j.eti.2018.02.011

CrossRef Full Text | Google Scholar

Lawrance, S., Varghese, S., Varghese, E. M., and Asok, A. K. (2019). Quinoline derivatives producing Pseudomonas aeruginosa H6 as an efficient bioherbicide for weed management. Biocat. Agric. Biotechnol. 18:101096. doi: 10.1016/j.bcab.2019.101096

CrossRef Full Text | Google Scholar

Lesk, C., Rowhani, P., and Ramankutty, N. (2016). Influence of extreme weather disasters on global crop production. Nature. 529, 84–87. doi: 10.1038/nature16467

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu, H., and Brettell, L. E. (2019). Plant defense by VOC-induced microbial priming. Trends Plant Sci. 24, 187–189. doi: 10.1016/j.tplants.2019.01.008

PubMed Abstract | CrossRef Full Text | Google Scholar

Lopes, M. J. D. S., Dias-Filho, M. B., and Gurgel, E. S. C. (2021). Successful plant growth-promoting microbes: inoculation methods and abiotic factors. Front. Sust. Food Syst. 5:48. doi: 10.3389/fsufs.2021.606454

CrossRef Full Text | Google Scholar

Lucini, L., Colla, G., Moreno, M. B. M., Bernardo, L., Cardarelli, M., Terzi, V., et al. (2019). Inoculation of Rhizoglomus irregulare or Trichoderma atroviride differentially modulates metabolite profiling of wheat root exudates. Phytochem. 157, 158–167. doi: 10.1016/j.phytochem.2018.10.033

PubMed Abstract | CrossRef Full Text | Google Scholar

Lucy, M., Reed, E., and Glick, B. R. (2004). Applications of free-living plant growth-promoting rhizobacteria. Antonie van Leeuwenhoek. 86, 1–25. doi: 10.1023/B:ANTO.0000024903.10757.6e

PubMed Abstract | CrossRef Full Text | Google Scholar

Lum, M. S., Hanafi, M. M., Rafii, Y. M., and Akmar, A. S. N. (2014). Effect of drought stress on growth, proline and antioxidant enzyme activities of upland rice. J. Anim. Plant Sci. 24, 1487–1493.

Google Scholar

Mancosu, N., Snyder, R. L., Kyriakakis, G., and Spano, D. (2015). Water scarcity and future challenges for food production. Water. 7, 975–992. doi: 10.3390/w7030975

CrossRef Full Text | Google Scholar

Manzoor, M., Gul, I., Ahmed, I., Zeeshan, M., Hashmi, I., Amin, B. A. Z., et al. (2019). Metal tolerant bacteria enhanced phytoextraction of lead by two accumulator ornamental species. Chemosphere. 227, 561–569. doi: 10.1016/j.chemosphere.2019.04.093

PubMed Abstract | CrossRef Full Text | Google Scholar

Miller, G., Suzuki, N., Ciftci-Yilmaz, S., and Mittler, R. (2010). Reactive oxygen species homeostasis and signalling during drought and salinity stresses. Plant Cell Environ. 33, 453–467. doi: 10.1111/j.1365-3040.2009.02041.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Mishra, J., Prakash, J., and Arora, N. K. (2016). Role of beneficial soil microbes in sustainable agriculture and environmental management. Climate Change Environ. Sust. 4, 137–149. doi: 10.5958/2320-642X.2016.00015.6

CrossRef Full Text | Google Scholar

Mishra, J., Singh, R., and Arora, N. K. (2017). Alleviation of heavy metal stress in plants and remediation of soil by rhizosphere microorganisms. Front. Microbiol. 8:1706. doi: 10.3389/fmicb.2017.01706

PubMed Abstract | CrossRef Full Text | Google Scholar

Mohanram, S., and Kumar, P. (2019). Rhizosphere microbiome: revisiting the synergy of plant-microbe interactions. Ann. Microbiol. 69, 307–320. doi: 10.1007/s13213-019-01448-9

CrossRef Full Text | Google Scholar

Naik, K., Mishra, S., Somei, M., Awano, R., Srichandan, H., Singh, P. K., et al. (2020). Effect of a root growth promoter on selected crops grown in India. Plant Physiol. Rep. 25, 284–297. doi: 10.1007/s40502-020-00515-7

CrossRef Full Text | Google Scholar

Ngumbi, E., and Kloepper, J. (2016). Bacterial-mediated drought tolerance: current and future prospects. Appl. Soil Ecol. 105, 109–125. doi: 10.1016/j.apsoil.2016.04.009

CrossRef Full Text | Google Scholar

Nouioui, I., Cortés-Albayay, C., Carro, L., Castro, J. F., Gtari, M., Ghodhbane-Gtari, F., et al. (2019). Genomic insights into plant-growth-promoting potentialities of the genus Frankia. Front. Microbiol. 10:1457. doi: 10.3389/fmicb.2019.01457

PubMed Abstract | CrossRef Full Text | Google Scholar

Ongena, M., and Jacques, P. (2008). Bacillus lipopeptides: versatile weapons for plant disease biocontrol. Trends Microbiol. 16, 115–125. doi: 10.1016/j.tim.2007.12.009

PubMed Abstract | CrossRef Full Text | Google Scholar

Osakabe, Y., Osakabe, K., Shinozaki, K., and Tran, L. S. P. (2014). Response of plants to water stress. Front. Plant Sci. 5:86. doi: 10.3389/fpls.2014.00086

CrossRef Full Text | Google Scholar

Ouhaibi-Ben Abdeljalil, N., Vallance, J., Gerbore, J., Rey, P., and Daami-Remadi, M. (2016). Bio-suppression of Sclerotinia stem rot of tomato and biostimulation of plant growth using tomato-associated rhizobacteria. J. Plant. Pathol. Microbiol. 7:2. doi: 10.4172/2157-7471.1000331

CrossRef Full Text | Google Scholar

Pagnanelli, F., Viggi, C. C., and Toro, L. (2010). Development of new composite biosorbents from olive pomace wastes. Appl. Surf. Sci. 256, 5492–5497. doi: 10.1016/j.apsusc.2009.12.146

CrossRef Full Text | Google Scholar

Papik, J., Folkmanova, M., Polivkova, M., Suman, J., and Uhlik, O. (2020). The invisible life inside plants: deciphering the riddles of endophytic bacterial diversity. Biotechnol. Adv. 44:107614. doi: 10.1016/j.biotechadv.2020.107614

PubMed Abstract | CrossRef Full Text | Google Scholar

Paramanandham, P., Rajkumari, J., Pattnaik, S., and Busi, S. (2017). Biocontrol potential against Fusarium oxysporum sp. lycopersici and Alternaria solani and tomato plant growth due to Plant Growth–Promoting Rhizobacteria. Int. J. Veg. Sci. 23, 294–303. doi: 10.1080/19315260.2016.1271850

CrossRef Full Text | Google Scholar

Pausch, J., and Kuzyakov, Y. (2018). Carbon input by roots into the soil: quantification of rhizodeposition from root to ecosystem scale. Global Change Biol. 24, 1–12. doi: 10.1111/gcb.13850

PubMed Abstract | CrossRef Full Text | Google Scholar

Ponomarova, O., Gabrielli, N., Sévin, D. C., Mülleder, M., Zirngibl, K., Bulyha, K., et al. (2017). Yeast creates a niche for symbiotic lactic acid bacteria through nitrogen overflow. Cell Sys. 5, 345–357. doi: 10.1016/j.cels.2017.09.002

PubMed Abstract | CrossRef Full Text | Google Scholar

Príncipe, A., Fernandez, M., Torasso, M., Godino, A., and Fischer, S. (2018). Effectiveness of tailocins produced by Pseudomonas fluorescens SF4c in controlling the bacterial-spot disease in tomatoes caused by Xanthomonas vesicatoria. Microbiol. Res. 212, 94–102. doi: 10.1016/j.micres.2018.05.010

PubMed Abstract | CrossRef Full Text | Google Scholar

Radhakrishnan, R., and Baek, K. H. (2017). Physiological and biochemical perspectives of non-salt tolerant plants during bacterial interaction against soil salinity. Plant Physiol. Biochem. 116, 116–126. doi: 10.1016/j.plaphy.2017.05.009

PubMed Abstract | CrossRef Full Text | Google Scholar

Rajkumar, M., Sandhya, S., Prasad, M. N. V., and Freitas, H. (2012). Perspectives of plant-associated microbes in heavy metal phytoremediation. Biotechnol. Adv. 30, 1562–1574. doi: 10.1016/j.biotechadv.2012.04.011

PubMed Abstract | CrossRef Full Text | Google Scholar

Rakshiya, Y. S., Verma, M. K., and Sindhu, S. S. (2016). Efficacy of antagonistic soil bacteria in the management of subterranean termites (Isoptera). Res. Environ. Life Sci. 9, 949–955.

Google Scholar

Ramadan, E. M., AbdelHafez, A. A., Hassan, E. A., and Saber, F. M. (2016). Plant growth-promoting rhizobacteria and their potential for biocontrol of phytopathogens. Afr. J. Microbiol. Res. 10, 486–504. doi: 10.5897/AJMR2015.7714

CrossRef Full Text | Google Scholar

Rasool, S., Hameed, A., Azooz, M. M., Siddiqi, T. O., and Ahmad, P. (2013). “Salt stress: causes, types and responses of plants,” in Ecophysiology and Responses of Plants Under Salt Stress. (New York, NY: Springer), 1–24. doi: 10.1007/978-1-4614-4747-4_1

CrossRef Full Text | Google Scholar

Rathore, A. S., and Gupta, R. D. (2015). Chitinases from bacteria to human: properties, applications, and future perspectives. Enzyme Res. 2015:791907. doi: 10.1155/2015/791907

CrossRef Full Text | Google Scholar

Ravanbakhsh, M., Sasidharan, R., Voesenek, L. A., Kowalchuk, G. A., and Jousset, A. (2017). ACC deaminase-producing rhizosphere bacteria modulate plant responses to flooding. J. Ecol. 105, 979–986. doi: 10.1111/1365-2745.12721

CrossRef Full Text | Google Scholar

Reichman, S. M. (2014). Probing the plant growth-promoting and heavy metal tolerance characteristics of Bradyrhizobium japonicum CB1809. Eur. J. Soil Biol. 63, 7–13. doi: 10.1016/j.ejsobi.2014.04.001

CrossRef Full Text | Google Scholar

Rengasamy, P. (2002). Transient salinity and subsoil constraints to dryland farming in Australian sodic soils: an overview. Aus. J. Exp. Agricul. 42, 351–361. doi: 10.1071/EA01111

CrossRef Full Text | Google Scholar

Rooney, W. M., Grinter, R. W., Correia, A., Parkhill, J., Walker, D. C., and Milner, J. J. (2020). Engineering bacteriocin-mediated resistance against the plant pathogen Pseudomonas syringae. Plant Biotechnol. J. 18, 1296–1306. doi: 10.1111/pbi.13294

PubMed Abstract | CrossRef Full Text | Google Scholar

Santoro, M. V., Bogino, P. C., Nocelli, N., Cappellari, L. D. R., Giordano, W. F., and Banchio, E. (2016). Analysis of plant growth-promoting effects of fluorescent Pseudomonas strains isolated from Mentha piperita rhizosphere and effects of their volatile organic compounds on essential oil composition. Front. Microbiol. 7:1085. doi: 10.3389/fmicb.2016.01085

PubMed Abstract | CrossRef Full Text | Google Scholar

Santoyo, G., Pacheco, C. H., Salmerón, J. H., and León, R. H. (2017). The role of abiotic factors modulating the plant-microbe-soil interactions: toward sustainable agriculture. A review. Spanish J. Agricul. Res. 15:13. doi: 10.5424/sjar/2017151-9990

CrossRef Full Text | Google Scholar

Sasidharan, R., and Voesenek, L. A. (2015). Ethylene-mediated acclimations to flooding stress. Plant Physiol. 169, 3–12. doi: 10.1104/pp.15.00387

CrossRef Full Text | Google Scholar

Selvakumar, G., Mohan, M., Kundu, S., Gupta, A. D., Joshi, P., Nazim, S., et al. (2008). Cold tolerance and plant growth promotion potential of Serratia marcescens strain SRM (MTCC 8708) isolated from flowers of summer squash (Cucurbita pepo). Let. Appl. Microbiol. 46, 171–175. doi: 10.1111/j.1472-765X.2007.02282.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Sharma, R. K., and Archana, G. (2016). Cadmium minimization in food crops by cadmium resistant plant growth promoting rhizobacteria. Appl. Soil Ecol. 107, 66–78. doi: 10.1016/j.apsoil.2016.05.009

CrossRef Full Text | Google Scholar

Sharma, S., Chen, C., Navathe, S., Chand, R., and Pandey, S. P. (2019). A halotolerant growth promoting rhizobacteria triggers induced systemic resistance in plants and defends against fungal infection. Sci. Rep. 9, 1–17. doi: 10.1038/s41598-019-40930-x

PubMed Abstract | CrossRef Full Text | Google Scholar

Shrivastava, P., and Kumar, R. (2015). Soil salinity: A serious environmental issue and plant growth promoting bacteria as one of the tools for its alleviation. Saudi J Biol. Sci. 22, 123–131. doi: 10.1016/j.sjbs.2014.12.001

PubMed Abstract | CrossRef Full Text | Google Scholar

Skirycz, A., and Inzé, D. (2010). More from less: plant growth under limited water. Cur. Opin. Biotechno. 21, 197–203. doi: 10.1016/j.copbio.2010.03.002

PubMed Abstract | CrossRef Full Text | Google Scholar

Slepetiene, A., Volungevicius, J., Jurgutis, L., Liaudanskiene, I., Amaleviciute-Volunge, K., Slepetys, J., et al. (2020). The potential of digestate as a biofertilizer in eroded soils of Lithuania. Waste Manag. 102, 441–451. doi: 10.1016/j.wasman.2019.11.008

PubMed Abstract | CrossRef Full Text | Google Scholar

Sriprang, R., Hayashi, M., Ono, H., Takagi, M., Hirata, K., and Murooka, Y. (2003). Enhanced accumulation of Cd2+ by a Mesorhizobium sp. transformed with a gene from Arabidopsis thaliana coding for phytochelatin synthase. Appl. Environ. Microbiol. 69, 1791–1796. doi: 10.1128/AEM.69.3.1791-1796.2003

PubMed Abstract | CrossRef Full Text | Google Scholar

Staudt, C., Horn, H., Hempel, D. C., and Neu, T. R. (2004). Volumetric measurements of bacterial cells and extracellular polymeric substance glycoconjugates in biofilms. Biotechnol. Bioeng. 88, 585–592. doi: 10.1002/bit.20241

PubMed Abstract | CrossRef Full Text | Google Scholar

Tahir, H. A., Gu, Q., Wu, H., Raza, W., Hanif, A., Wu, L., et al. (2017). Plant growth promotion by volatile organic compounds produced by Bacillus subtilis SYST2. Front. Microbiol. 8:171. doi: 10.3389/fmicb.2017.00171

PubMed Abstract | CrossRef Full Text | Google Scholar

Taiz, L., and Zeiger, E. (2010). Plant Physiology, 5th Edn. Sunderland, MA: Sinauer Associates.

Google Scholar

Timmusk, S., Abd El-Daim, I. A., Copolovici, L., Tanilas, T., Kännaste, A., Behers, L., et al. (2014). Drought-tolerance of wheat improved by rhizosphere bacteria from harsh environments: enhanced biomass production and reduced emissions of stress volatiles. PLoS ONE 9:e96086. doi: 10.1371/journal.pone.0096086

PubMed Abstract | CrossRef Full Text | Google Scholar

Vaikundamoorthy, R., Rajendran, R., Selvaraju, A., Moorthy, K., and Perumal, S. (2018). Development of thermostable amylase enzyme from Bacillus cereus for potential antibiofilm activity. Bioorganic Chem. 77, 494–506. doi: 10.1016/j.bioorg.2018.02.014

PubMed Abstract | CrossRef Full Text | Google Scholar

Vejan, P., Abdullah, R., Khadiran, T., Ismail, S., and Nasrulhaq Boyce, A. (2016). Role of plant growth promoting rhizobacteria in agricultural sustainability-a review. Molecules. 21:573. doi: 10.3390/molecules21050573

PubMed Abstract | CrossRef Full Text | Google Scholar

Venkateswarlu, B., Desai, S., and Prasad, Y. G. (2008). Agriculturally important microorganisms for stressed ecosystems: challenges in technology development and application. Agricul. Imp. Micro.1, 225–246.

Google Scholar

Verma, P., Yadav, A. N., Khannam, K. S., Kumar, S., Saxena, A. K., and Suman, A. (2016). Molecular diversity and multifarious plant growth promoting attributes of Bacilli associated with wheat (Triticum aestivum L.) rhizosphere from six diverse agro-ecological zones of India. J. Basic Microbiol. 56, 44–58. doi: 10.1002/jobm.201500459

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, C. J., Yang, W., Wang, C., Gu, C., Niu, D. D., Liu, H. X., et al. (2012). Induction of drought tolerance in cucumber plants by a consortium of three plant growth-promoting Rhizobacterium strains. PLoS ONE 7:e52565. doi: 10.1371/journal.pone.0052565

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, X., Mavrodi, D. V., Ke, L., Mavrodi, O. V., Yang, M., Thomashow, L. S., et al. (2015). Biocontrol and plant growth-promoting activity of rhizobacteria from Chinese fields with contaminated soils. Microb. Biotechnol. 8, 404–418. doi: 10.1111/1751-7915.12158

PubMed Abstract | CrossRef Full Text | Google Scholar

Wani, P. A., and Khan, M. S. (2012). Bioremediaiton of lead by a plant growth promoting Rhizobium species RL9. Bact. J. 2, 66–78. doi: 10.3923/bj.2012.66.78

PubMed Abstract | CrossRef Full Text | Google Scholar

Wheaton, G., Counts, J., Mukherjee, A., Kruh, J., and Kelly, R. (2015). The confluence of heavy metal biooxidation and heavy metal resistance: implications for bioleaching by extreme thermoacidophiles. Minerals. 5, 397–451. doi: 10.3390/min5030397

CrossRef Full Text | Google Scholar

Wozniak, M., Gałazka, A., Tyśkiewicz, R., and Jaroszuk-Sciseł, J. (2019). Endophytic bacteria potentially promote plant growth by synthesizing different metabolites and their phenotypic/physiological profiles in the biolog GEN III MicroPlateTM Test. Int. J. Mol. Sci. 20, 5283. doi: 10.3390/ijms20215283

PubMed Abstract | CrossRef Full Text | Google Scholar

Wu, S. C., Cheung, K. C., Luo, Y. M., and Wong, M. H. (2006). Effects of inoculation of plant growth-promoting rhizobacteria on metal uptake by Brassica juncea. Environ. Pol. 140, 124–135. doi: 10.1016/j.envpol.2005.06.023

PubMed Abstract | CrossRef Full Text | Google Scholar

Yanni, Y. G., Rizk, R. Y., Abd El-Fattah, F. K., Squartini, A., Corich, V., Giacomini, A., et al. (2001). The beneficial plant growth-promoting association of Rhizobium leguminosarum bv. trifolii with rice roots. Funct. Plant Biol. 28, 845–870. doi: 10.1071/PP01069

CrossRef Full Text | Google Scholar

Yavar, A., Sarmani, S., Hamzah, A., and Khoo, K. S. (2014). Phytoremediation of mercury contaminated soil using Scripus mucronatus exposed by bacterial. Int. Conf. Ag. Eco. Med. Sci. 7:6. doi: 10.15242/IICBE.C0214072

CrossRef Full Text | Google Scholar

Zafar-ul-Hye, M., Ahmad, M., and Shahzad, S. M. (2013). Short Communication Synergistic effect of rhizobia and plant growth promoting rhizobacteria on the growth and nodulation of lentil seedlings under axenic conditions. Soil Environ. 32, 79–86.

Google Scholar

Zaidi, S., Usmani, S., Singh, B. R., and Musarrat, J. (2006). Significance of Bacillus subtilis strain SJ-101 as a bioinoculant for concurrent plant growth promotion and nickel accumulation in Brassica juncea. Chemosphere. 64, 991–997. doi: 10.1016/j.chemosphere.2005.12.057

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang, X., Baars, O., and Morel, F. M. (2019). Genetic, structural, and functional diversity of low and high-affinity siderophores in strains of nitrogen fixing Azotobacter chroococcum. Metallomics. 11, 201–212. doi: 10.1039/C8MT00236C

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhou, Q., Chen, Y., Yang, M., Li, W., and Deng, L. (2013). Enhanced bioremediation of heavy metal from effluent by sulfate-reducing bacteria with copper–iron bimetallic particles support. Bioresour. Technol. 136, 413–417. doi: 10.1016/j.biortech.2013.03.047

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhu, X. F., Jiang, T., Wang, Z. W., Lei, G. J., Shi, Y. Z., Li, G. X., et al. (2012). Gibberellic acid alleviates cadmium toxicity by reducing nitric oxide accumulation and expression of IRT1 in Arabidopsis thaliana. J. Haz. Mat. 239, 302–307. doi: 10.1016/j.jhazmat.2012.08.077

PubMed Abstract | CrossRef Full Text | Google Scholar

Zimina, M., Babich, O., Prosekov, A., Sukhikh, S., Ivanova, S., Shevchenko, M., et al. (2020). Overview of global trends in classification, methods of preparation and application of bacteriocins. Antibiotics. 9:553. doi: 10.3390/antibiotics9090553

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: PGPR, rhizosphere, hydrogen cyanide, indole acetic acid, nitrobacter, sulfur solubilisation, root microbiome, sustainable agriculture

Citation: Mohanty P, Singh PK, Chakraborty D, Mishra S and Pattnaik R (2021) Insight Into the Role of PGPR in Sustainable Agriculture and Environment. Front. Sustain. Food Syst. 5:667150. doi: 10.3389/fsufs.2021.667150

Received: 12 February 2021; Accepted: 06 May 2021;
Published: 30 June 2021.

Edited by:

Somsubhra Chakraborty, Indian Institute of Technology Kharagpur, India

Reviewed by:

Durgesh K. Jaiswal, Banaras Hindu University, India
Suprasanna Penna, Bhabha Atomic Research Centre (BARC), India

Copyright © 2021 Mohanty, Singh, Chakraborty, Mishra and Pattnaik. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Snehasish Mishra, snehasish.mishra@gmail.com; Ritesh Pattnaik, riteshpattnaik@gmail.com

These authors have contributed equally to this work and share first authorship

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