Next Article in Journal
Exploring the Therapeutic Potential and Toxicological Risks of Four Ethnomedicinal Plants from Hakkâri (Southeastern Turkey): A First Comprehensive Analytical and Microstructural Evaluation
Previous Article in Journal
The Journey of Mango: How the Shipping Systems Affect Fruit Quality, Consumer Acceptance, and Environmental Impact
Previous Article in Special Issue
The Application of a Foliar Spray Containing Methylobacterium symbioticum Had a Limited Effect on Crop Yield and Nitrogen Recovery in Field and Pot-Grown Maize
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Review

Harnessing the Sorghum Microbiome for Enhancing Crop Productivity and Food Security Towards Sustainable Agriculture in Smallholder Farming

1
International Centre for Genetic Engineering and Biotechnology (ICGEB), Cape Town 7925, South Africa
2
Department of Molecular and Cell Biology, University of Cape Town, Rondebosch 7700, South Africa
*
Author to whom correspondence should be addressed.
Plants 2025, 14(21), 3242; https://doi.org/10.3390/plants14213242
Submission received: 1 September 2025 / Revised: 15 October 2025 / Accepted: 18 October 2025 / Published: 22 October 2025

Abstract

Smallholder farming plays a crucial role in global food security, contributing more than half of the world’s food supply. However, it is increasingly threatened by climate variability, declining soil fertility, and financial constraints, all of which suppress plant growth, reduce yields, and endanger livelihood stability. Addressing these challenges requires sustainable, eco-friendly alternatives to costly and environmentally damaging agrochemicals. Sorghum, a climate-resilient cereal, harbours a diverse microbiome that contributes significantly to its remarkable adaptability under adverse conditions. Harnessing the sorghum-associated microbiome, therefore, represents a promising, low-cost, and sustainable strategy to enhance sorghum productivity and resilience in smallholder farming systems. However, despite its potential, the adoption of microbiome-based technologies among smallholders remains limited due to a lack of local production units, poor government policies, knowledge gaps, and perceived risks. Although many studies report positive outcomes from microbiome-based interventions, translating this potential from controlled experiments to real-world field applications requires a critical evaluation of the efficacy, practicality, and limitations of microbial interventions. Furthermore, the outcomes of these studies are uneven, highly context-dependent, and often restricted to short-term or small-scale trials. This review, therefore, seeks to highlight current understanding of the sorghum microbiome, including its composition and the procedures for isolating and characterising beneficial microbes. It further evaluates the key challenges hindering adoption and proposes strategies to overcome them. Ultimately, this review advocates for integrating sorghum-associated microbiome technologies within integrated farming systems, underscoring their potential to enhance sustainable crop production, strengthen smallholder resilience, and contribute to the global sustainable development goals.

1. Introduction

Smallholder or subsistence farming refers to a family-oriented agricultural system typically practised on a small area of land, generally ranging from less than one hectare to 10 hectares. These systems rely predominantly on household labour and are characterised by low external input, with a portion of the agricultural output reserved for subsistence needs [1]. Despite their modest scale, smallholder farms account for approximately 90% of the world’s farmland use. They are responsible for producing nearly one-third of the global food supply, underscoring their critical role in ensuring global food security and sustaining rural livelihoods [2].
Smallholder farming systems make significant contributions to socioeconomic development in developed and developing countries by enhancing job security, alleviating poverty, promoting crop diversification, and fostering self-sufficiency [3]. In sub-Saharan Africa, they account for approximately 90% of food production, thereby helping to lower food prices in both rural and urban areas. Moreover, these farming systems play a vital role in national economies, contributing approximately 70% to GDP by increasing household incomes and generating over 50% of employment opportunities [4].
Smallholder farming systems are major stakeholders in ensuring the world’s predicted population of nine billion is fed by 2050 [5]. However, these farmers face several challenges, including climate change, soil infertility, pest and disease outbreaks, water scarcity, and soil degradation, all of which reduce crop yields [6]. These issues are traditionally addressed through the use of chemical fertilisers, pesticides, and irrigation to enhance productivity. While effective in the short term, these methods are often expensive and inaccessible to resource-limited smallholder farmers. Additionally, prolonged dependence on synthetic inputs is environmentally unsustainable and can degrade soil health, reduce biodiversity, and further exacerbate productivity challenges [7].
Given the significance of smallholder farming in ensuring food security and socioeconomic growth, there is an urgent need to adopt sustainable agricultural practices that enhance crop productivity while preserving soil health and maintaining ecosystem balance [8]. One promising approach involves leveraging the plant microbiome to improve crop growth and resilience [9].
In recent decades, research has underscored the vital and complex role of the plant microbiome in promoting plant growth, health, and resilience. The plant microbiome comprises both soil microbial communities, the endosphere, and the phyllosphere [10]. Plants regulate the composition of their microbiome through various signalling mechanisms and interactions with soil chemistry. The root exudates and soil biochemistry create a specialised environment that facilitates the recruitment of plant-specific rhizosphere communities based on prevailing environmental conditions [11]. From this diverse microbial pool, plants selectively form symbiotic or endophytic relationships with microbes that possess beneficial biochemical traits [12]. Among the most well-studied symbionts are plant-growth-promoting rhizobacteria (PGPR), along with mycorrhizal fungi, including ectomycorrhizal (EM) and arbuscular mycorrhizal (AM) fungi [11].
Sorghum (Sorghum bicolor Moench) is one of the world’s most important cereal crops, ranking among the top five cultivated globally, with a land area of 42.3 million hectares and a yield of 61.5 million metric tons [13]. It serves as a main staple diet for over 300 million people and a source of income for millions of smallholder farmers, especially in developing countries such as sub-Saharan Africa [14]. Sorghum has been reported to possess some characteristics which make it well-adapted and able to thrive in harsh climatic conditions. These include a waxy bloom on the leaves that reduces water loss, an extensive root system, C4 photosynthesis, the ability to stop growth under stress and resume it when the stress is relieved, and a diverse microbiome community (Zheng et al., 2024 [15]). Its remarkable ability to withstand harsh environmental conditions makes it an ideal candidate for harnessing plant-associated microbes to improve crop resilience and productivity [16].
Recent research has positioned sorghum as a model crop for understanding drought tolerance mechanisms, highlighting its interactions with beneficial microbiomes [17]. Microbes inhabiting different compartments of sorghum, including roots, leaves, and the rhizosphere, play a vital role in enhancing stress tolerance and improving yield [18]. For example, Liu and colleagues identified fungal and bacterial communities, such as Confluentibacter, Lysobacter, and Chaetomium, in different compartments of sorghum plants during vegetative and reproductive stages. Their findings highlighted that the enhanced diversity and stability of these microbial communities play a significant role in improving sorghum grain yield and protein content by facilitating increased nitrogen fixation and phosphorus solubilisation [19].
Despite its promising potential, leveraging the sorghum microbiome for sustainable agriculture faces several challenges. The complexity of microbial interactions and the dynamic nature of environmental conditions limit the effectiveness and persistence of beneficial microbes in field settings [20]. Furthermore, gaps in our understanding of microbiome functionality and technological constraints in isolating and maintaining key microbial strains have hindered the development of practical microbiome-based solutions for sorghum improvement [20].
Thus, in this review, we discuss the significance of the sorghum microbiome in enhancing sorghum resilience and productivity. We highlight the knowledge gaps and priority areas in sorghum microbiome research to improve agricultural outcomes in smallholder farming systems. By deepening our understanding of sorghum-microbe interactions, we aim to highlight innovative microbiome-driven strategies that can enhance food security and promote climate-resilient agricultural systems, particularly smallholder farming systems. In addition, this review also expands the knowledge base of smallholder farmers, plant biologists, and policymakers on the potential of the sorghum-associated microbiome to maximise crop yield towards sustainable food production for the ever-growing human population.

2. Methodology

This review was conducted using a structured literature search to ensure transparency and reproducibility. Articles were retrieved from Web of Science, Scopus, and Google Scholar databases covering the period 2000–2025. Search terms included combinations of “sorghum microbiome,” “plant-growth-promoting rhizobacteria (PGPR),” “plant-growth-promoting-endophytes,” “arbuscular mycorrhizal fungi,” “biofertilisers,” “microbial inoculants,” and “sustainable agriculture.” The search was initially focused on articles published between 2000 and 2025 to capture modern research, but seminal earlier works were also included. The retrieved articles were screened based on their titles and abstracts, and those selected for full-text review were assessed for their relevance to the core themes of the manuscript: microbial isolation, mechanistic insights, field efficacy, and practical application challenges. Priority was given to peer-reviewed original research articles, meta-analyses, and authoritative reviews. This process aimed to provide a comprehensive, critical, and balanced synthesis of the current state of knowledge, identifying key research gaps and future directions for harnessing the sorghum microbiome in sustainable agriculture.

3. Overview of the Sorghum Microbiome Community

The sorghum microbiome comprises a diverse array of microorganisms, including bacteria, archaea, fungi, oomycetes, viruses, nematodes, and protists [21]. These microbes interact intricately with the host plant in complex ways, exerting both detrimental and beneficial effects on plant health and development. Pathogenic microbes negatively influence plant physiology through mechanisms such as disrupting photosynthesis, manipulating hormonal signalling pathways, and inducing oxidative stress, often culminating in cell death. In contrast, beneficial microbes significantly contribute to plant growth and resilience by enhancing nutrient acquisition, improving tolerance to abiotic stressors, and providing defence against plant pathogens [22]. This review focuses specifically on the beneficial components of the sorghum microbiome.
The beneficial microbiome of sorghum colonises various plant tissues and can be broadly classified into distinct communities based on their spatial localisation, including the rhizosphere, endosphere, and phyllosphere, as depicted in Figure 1 [23]. The rhizosphere is a narrow zone of soil surrounding the root (typically within 1–10 mm), characterised by complex biochemical interactions between root exudates, soil particles, and microbial populations. This region is highly active and complex, hosting a diverse array of beneficial microorganisms [24]. The endosphere comprises the internal tissues of the plant, including roots, stems, leaves, seeds, and flowers. Beneficial organisms that inhabit this compartment, known as endophytes, establish symbiotic relationships with the host, contributing to stress mitigation, nutrient cycling, and enhanced productivity. In contrast, the phyllosphere encompasses all the aerial parts or above-surface organs of the sorghum plant (leaves, stems, flowers, and seeds), representing a highly dynamic and variable environment. Microbial communities here are exposed to fluctuating environmental conditions, including light, humidity, and temperature, which influence their composition and function [25].
Functionally, the beneficial sorghum microbiome can be categorised into major groups, such as plant growth-promoting rhizobacteria (PGPR), arbuscular mycorrhizal fungi (AMF), plant growth-promoting fungi (PGPF), and plant growth-promoting endophytes (PGPE). These groups contribute to sorghum health and productivity through nutrient mobilisation, phytohormone production, pathogen suppression, and enhanced stress resilience (Table 1).
Plant growth-promoting rhizobacteria (PGPR) are beneficial microbes commonly found in the rhizosphere, where they colonise plant roots and enhance plant development. These bacteria may exist freely in the soil or form symbiotic associations with plants [33]. PGPRs can be extracellular, residing in the rhizosphere or root cortex, or intracellular, colonising root cells. The common PGPR taxa associated with sorghum include members of the Proteobacteria (Pseudomonas, Rhizobium, Azospirillum, Enterobacter) and Firmicutes (Bacillus, Paenibacillus) [26]. These PGPRs enhance plant growth through various mechanisms, including (i) facilitating nutrient uptake, (ii) phosphate solubilisation, (iii) nitrogen fixation, (iv) synthesis of 1-aminocyclopropane-1-carboxylic acid (ACC) deaminase to reduce ethylene stress, (v) production of phytohormones (auxins, cytokinins, and gibberellins), and (vi) biocontrol activity against pathogens. They also enhance stress resilience in sorghum plants by stimulating the expression of antioxidant enzymes (superoxide dismutase, catalase, and ascorbate peroxidase), increasing the accumulation of plant osmoprotectants (e.g., proline, glycine betaine), and promoting the production of volatile organic compounds [27].
Arbuscular mycorrhizal fungi (AMF) are a group of symbiotic fungi that establish symbiotic relationships with the roots of sorghum plants. These fungi, primarily from the phylum Glomeromycota, colonise the root cortex and form specialised structures called arbuscules within cortical cells [26]. Arbuscules increase the surface area of contact between fungal hyphae and plant cell membranes, facilitating the efficient transfer of essential minerals, particularly phosphorus, potassium, zinc, iron, water, and other micronutrients that are often poorly available in the soil. In return, the plant supplies the fungi with carbohydrates derived from photosynthesis. This association significantly improves plant growth, particularly under abiotic stress conditions, by boosting nutrient efficiency and stress resilience [30].
Plant growth-promoting fungi (PGPF) associated with the rhizosphere and endosphere of sorghum play vital roles in enhancing crop performance and resilience. They establish beneficial interactions with sorghum roots, utilising root exudates to colonise the rhizosphere or internal tissues and contribute to sustainable growth through multiple functional traits, including the synthesis of phytohormones, carbon sequestration, enhanced nutrient uptake, disease suppression, and boosting the plant immune system [34]. Several fungal genera, including Trichoderma, Fusarium, Aspergillus, Penicillium, and Talaromyces, have been isolated from sorghum roots and the rhizospheric soils surrounding them. These fungi enhance nutrient availability by solubilising phosphorus and other minerals and promoting nitrogen cycling. For instance, Trichoderma spp. associated with sorghum have been shown to produce phytohormones, such as indole-3-acetic acid (IAA), and enzymes like cellulases and chitinases, which improve root architecture and suppress pathogen infection [35]. Moreover, these fungi can induce systemic resistance in sorghum, thereby enhancing tolerance to biotic stresses such as Striga infestation and fungal pathogens, as well as abiotic stresses like drought and salinity [36].
Plant growth-promoting endophytes (PGPE) are bacteria and fungi that inhabit the internal tissues of sorghum plants without eliciting pathogenic symptoms. These microbes establish close and often mutualistic relationships with their host, colonising various tissues, including roots, stems, leaves, and seeds. Unlike many rhizospheric organisms, endophytes reside within plant tissues, enabling direct interaction with host cells and facilitating efficient nutrient exchange [27]. This intimate association often leads to enhanced plant growth and resilience. Endophytes contribute to various plant physiological functions, such as improving nutrient uptake, synthesising phytohormones and siderophores, and conferring protection against abiotic and biotic stresses. Bacterial endophytes commonly belong to the phyla Proteobacteria, Firmicutes, and Actinobacteria, with representative genera including Bacillus, Pseudomonas, Burkholderia, Micrococcus, Stenotrophomonas, and Pantoea. Endophytic fungi, on the other hand, are frequently members of the Basidiomycota and Ascomycota, forming associations that support host plant growth and stress tolerance [26,37].
Various mechanisms have been suggested as ways by which sorghum selectively recruits beneficial microbes. These involve the use of plant exudates, including sugars, flavonoids, organic acids, growth factors, vitamins, strigolactones and other chemoattractants that selectively attract microbes with beneficial traits, such as nitrogen-fixing bacteria and mycorrhizal fungi, while simultaneously deterring pathogens [38,39]. Sorghum plants also employ pattern recognition receptors (PRRs) on their cell surfaces to detect microbial-associated molecular patterns (MAMPs). This detection enables differential immune signalling that permits symbiosis with beneficial microbes while triggering stronger, defence-related responses against pathogenic microbes [40]. Additionally, root mucilage and border cells create a protective niche that supports the colonisation of beneficial microbes [41].

4. Prospects of the Sorghum Microbiome for Improved Crop Productivity in Smallholder Farming

Smallholder farming systems face several constraints that severely limit productivity and sustainability. Climate variability, characterised by rising temperatures, erratic rainfall, and recurrent droughts, increasingly disrupts critical crop developmental stages [42,43]. Financial barriers compound these challenges, as limited access to credit, fluctuating market prices, and inadequate governmental support restrict farmers’ ability to invest in essential inputs, including improved sorghum varieties, fertilisers, and pesticides [44,45]. Furthermore, short-term production goals and immediate livelihood needs often drive unsustainable agronomic practices, leading to long-term declines in soil fertility and crop productivity [46].
Previous research indicates that the sorghum-associated microbiome, particularly PGPR, AMF, PGPF, and PGPE, holds considerable promise for alleviating key constraints in smallholder farming systems and enhancing sorghum productivity. For example, Mareque et al. [47] demonstrated that several PGPE strains (Rhizobium spp., Pantoea spp., Enterobacter spp., and Bacillus spp.), isolated from sorghum roots and stems, increased shoot, root, and stem biomass by 10–35% under a four-month greenhouse experiment. Likewise, a greenhouse pot study by Da Silva et al. [48] reported that inoculating sorghum plants with PGPE (Enterobacter spp., Klebsiella spp., and Pantoea spp.) sourced from field-grown sorghum in Brazil enhanced shoot biomass, elevated nitrogen concentration, and increased nitrogen accumulation at 51 days after emergence. In a separate study, native Trichoderma spp. isolated from rhizospheric soils across Uttarakhand, India, displayed significant biocontrol potential against Colletotrichum graminicola: inoculation reduced disease severity by approximately 54% and increased grain yield by up to 27% over two consecutive seasons [49].
A variety of well-characterised mechanisms mediates the observed beneficial effects. The most consistently documented mechanisms across studies in sorghum for growth promotion include phytohormone production (e.g., IAA and gibberellic acid (GA) biosynthesis), siderophore production, and improved nutrient acquisition via nitrogen fixation and phosphate solubilisation [50,51,52]. For biotic stress resistance, beneficial microbes often confer protection through direct antagonism (mycoparasitism), induction of systemic resistance in the host plant, and activation of defence pathways such as lignification and antioxidant enzyme production [31,53]. Abiotic stress tolerance, conversely, is frequently enhanced through synergistic pathways, including improved morphological processes (e.g., total chlorophyll content), biochemical signalling (e.g., ACC deaminase activity to lower stress ethylene), and the accumulation of osmolytes and antioxidants [54,55]. For smallholder farmers, mechanisms that directly improve nutrient availability and water-use efficiency may offer the most immediate and tangible benefits, as they address the most fundamental constraints in low-input systems. Table 2 summarises additional sorghum-microbe interaction studies, highlighting the microbial taxa examined, their proposed modes of action, and the resulting improvements in plant growth or stress tolerance.
Nevertheless, it is worth noting that many of these sorghum-associated microbial inoculants studies have been conducted under controlled greenhouse or in vitro conditions, with relatively few validated in multi-season field trials. While these microbes consistently enhanced biomass accumulation, nutrient acquisition, and stress tolerance, the majority of experiments were short-term, site-specific, and lacked geographic replication, resulting in an insufficient understanding of long-term host–microbe–environment interactions. This highlights a significant gap between experimental promise and practical application. The critical challenges of economic feasibility, scalable formulation, practical application methods, ecological risk assessment, and farmer-centric adoption pathways, which are required for their successful implementation in smallholder systems, are addressed in subsequent sections.

5. Procedures and Guidelines to Facilitate Successful Application of Sorghum Microbiome in Smallholder Farming

Effective application of sorghum-associated microbial inoculants in smallholder farming systems requires a systematic framework that ensures both microbial efficacy and farmer accessibility. The following procedures and guidelines are proposed to facilitate the successful integration of sorghum microbiome-based technologies in resource-limited settings:

5.1. Isolation, Characterisation and Efficacy Testing of Native Microbial Strains Under Controlled and Field Conditions

The successful utilisation of microbial inoculants in sorghum cultivation begins with the systematic isolation and characterisation of native microbial strains. This process involves targeted sampling of rhizospheric and endophytic microbial communities from healthy sorghum plants across diverse agroecological zones. These site-specific collections are crucial for capturing microbial diversity adapted to local soil conditions and climatic stresses [62]. Following isolation, microbial strains are screened for key plant growth-promoting (PGP) traits, including nitrogen fixation, phosphate solubilisation, ACC deaminase activity, IAA production, siderophore secretion, and biocontrol activity against known pathogens. These functional traits are crucial for enhancing nutrient availability, improving tolerance to abiotic stress, and suppressing disease in sorghum [63]. To ensure precision and strain-specific application, molecular characterisation should be performed using 16S rRNA gene sequencing (for bacteria) and ITS region sequencing (for fungi). This step facilitates the identification of dominant and potentially beneficial taxa. Once promising strains are identified, their efficacy must be rigorously evaluated through a two-tiered testing approach [64]. Greenhouse trials provide controlled environments to assess the influence of inoculants on sorghum growth, nutrient uptake, and resilience under abiotic and biotic stressors. Subsequently, field trials are conducted across multiple smallholder plots to validate these strains under real-world conditions. These trials are essential for determining the consistency of microbial performance, their interaction with existing agronomic practices, and their overall contribution to sorghum yield enhancement [65].

5.2. Formulation and Application Strategies for Sorghum Microbial Inoculants

The effectiveness of microbial inoculants in agricultural systems largely depends on their ability to survive and colonise suitable soil niches. Formulation is a key determinant of this success, as it ensures microbial survival during storage, transportation, and field application. It also enhances safety, handling, and compatibility with farm machinery. Poor formulation can result in the loss of up to 90% of applied microbes after application [66]. For successful adoption in smallholder sorghum systems, formulation and delivery strategies must emphasise cost efficiency, ease of use, and sustained microbial viability. This process begins with selecting appropriate carriers, preferably those that are low-cost and locally available. Carriers such as compost, vermiculite, biochar, molasses, and rice bran have proven effective in maintaining microbial stability and enhancing field applicability. These substrates support microbial survival during storage and transport, thereby improving the adaptability of inoculants to soil environments upon application and their interaction with native microbiomes [65].
For microbial inoculants to be a viable alternative, they must be formulated as stable products that can withstand extended storage. Depending on the formulation and storage environment, shelf-life expectations can range from two to three months at ambient temperature to more than a year under optimal conditions [67]. For carriers, a good moisture-absorbing capacity with a near-neutral pH is optimal for most bacteria [68]. Maximising the initial concentration of viable cells in the product is a common strategy to offset the inevitable decline in cell numbers during storage [69]. Nevertheless, storage parameters, including temperature, moisture, and aeration, should be carefully optimised to support long-term cell viability. Regulatory quality standards, which vary slightly across countries, typically specify microbial loads ranging from 107 to 109 colony-forming units (CFU) per gram or millilitre of formulation. Alternatively, some standards focus on viable cell numbers per seed after application, with recommended minimum levels typically around 104–105 CFU per seed [70].
From an economic standpoint, the use of locally available carriers, such as compost, rice bran, or molasses, helps keep bioinoculant production costs low, offering a clear advantage for smallholder farmers [71]. Evidence from West Africa shows that the biofertiliser NoduMax costs approximately US$5 per hectare, compared to nearly US$100 per hectare for urea fertiliser, which is needed to provide an equivalent nitrogen supply [72]. Similar trends have been reported in Zimbabwe and Rwanda, where peat-based Rhizobium inoculants sufficient for one hectare were priced between US$4.50 and 5.20, substantially lower than the cost of mineral fertilisers delivering the same nutrient levels [73]. Collectively, these findings underscore the potential of microbial inoculants to significantly reduce input costs and enhance affordability in resource-constrained farming systems.
Equally crucial to formulation is the application strategy, which must ensure precise delivery of the inoculant at the right time, in the right quantity, and at the appropriate site [74]. Beneficial microbes are most effective when introduced early in the plant’s life cycle, particularly during germination and root growth stages. Early-stage inoculation enhances root colonisation, facilitates nutrient acquisition, and improves resilience to both biotic and abiotic stresses [75].
To maximise the effectiveness of microbial inoculants, it is essential to carefully design application methods that optimise interactions between plants and beneficial microbes [74]. Among the various techniques, seed biopriming applied as a slurry or through pre-coated treatments, is widely recognised for its simplicity, cost-effectiveness, and consistent performance. This method promotes early microbial colonisation with minimal quantities of inoculant, making it especially suitable for resource-constrained farming systems [76]. Another effective strategy is soil drenching, where the inoculant is applied directly to the root zone either at planting or during the early vegetative stage. This approach ensures the rapid establishment of microbial communities in the rhizosphere, thereby supporting plant growth and resilience from the outset [77].

5.3. Monitoring, Evaluation, and Regulatory Compliance for Sustainable Use of Sorghum Microbiome-Based Inoculants

Implementing sorghum microbiome technologies in smallholder systems requires robust monitoring, evaluation, and regulatory frameworks to ensure efficacy, farmer satisfaction, and environmental safety [78]. Simple and farmer-friendly monitoring tools should be developed to effectively monitor the performance of microbial inoculants across diverse agroecological contexts. Digital tools that can be easily accessed by smallholder farmers, such as smartphone applications, should be used to replace traditional paper-based methods. These digital tools can facilitate the systematic documentation of changes in crop growth, yield, stress tolerance, and overall farmer experience, thereby enabling more accurate, timely, and scalable evaluation of inoculant effectiveness under field conditions [79]. Establishing robust feedback mechanisms is essential for continuously improving microbial inoculant technologies. The data obtained from field monitoring should be systematically analysed to inform the refinement of microbial strains, enhance formulation protocols, optimise application strategies, and adapt extension messaging to local contexts [80]. Actively involving farmers in this feedback loop enhances the relevance of microbiome interventions, builds trust, promotes a sense of ownership, and ultimately supports the long-term adoption and sustainability of these technologies [81].
Equally important is adherence to regulatory standards. All microbial strains and formulations must comply with national biosafety and agricultural input regulations to ensure they are safe for the environment, non-pathogenic to humans and animals, and ecologically compatible with existing soil microbiota [74]. In this regard, the Southern African Development Community (SADC) has played a key role by encouraging harmonised regulatory frameworks across member states for biopesticides and microbial inoculants. By aligning national biosafety and agricultural input regulations, SADC fosters consistent standards for microbial products, ensuring they meet safety, environmental, and efficacy criteria. These regional efforts are crucial in supporting the development of quality assurance protocols that ensure the integrity of microbial formulations, building trust among farmers and promoting the use of biological alternatives in agriculture [82]. Furthermore, establishing quality assurance protocols, including routine testing of inoculant viability, microbial purity, and contaminant levels, is critical before distribution. These standards safeguard product integrity and maintain farmer confidence in using biological alternatives to chemical inputs [83].

5.4. Integration with Sustainable Farming Practices

Maximising the potential of sorghum microbiome-based inoculants requires their integration into the broader sustainable agricultural systems [65]. The synergistic use of microbial inoculants alongside existing low-input practices commonly employed by smallholder farmers, such as the use of organic soil amendments (e.g., compost, green manure, and farmyard manure), can significantly enhance microbial survival, improve nutrient availability, and increase soil organic matter content [84]. Furthermore, combining inoculants with conservation tillage, crop rotation, and intercropping promotes greater biodiversity and resilience within the agroecosystem. This integrated approach aligns with the United Nations Sustainable Development Goals (SDGs) by advancing environmental sustainability, food safety, and climate resilience while ensuring stable and productive agricultural outputs [85].
For instance, reduced tillage preserves microbial habitats and minimises soil disturbance, while intercropping sorghum with legumes or compatible cover crops can improve nitrogen fixation and suppress pests and diseases. Rotational schemes that alternate host and non-host crops can also reduce pathogen pressure and enhance soil fertility [86,87].
Smallholder farmers can build more productive, adaptive, and environmentally sustainable farming systems by embedding microbial inoculant use within a holistic agroecological framework. This approach amplifies the agronomic effects of microbiome interventions, contributing to the broader global food security goals and ecological sustainability under climate variability [88].

6. Isolation and Characterisation of the Sorghum Microbiome

Effective utilisation of the sorghum microbiome requires an integrated pipeline that combines conventional culture-based or traditional isolation techniques with modern molecular and omics-based tools. Such a multi-tiered approach is essential for identifying, prioritising, and developing microbial strains into field-ready products for smallholder farming systems [89]. Conventional culture-dependent isolation typically begins with sampling different plant compartments, including rhizosphere soil adhering to roots, phyllosphere surfaces (such as leaves, stems, and seeds), and internal plant tissues, to access microbial diversity [90]. Standard practices, such as selective or general-purpose media, serial dilution, and streak or spread plating, remain widely used to recover morphologically distinct colonies, which are then purified by subculturing and preserved for downstream analyses [91,92]. These approaches have been successfully applied to sorghum-associated microbes with plant-growth-promoting or biocontrol properties; for example, Martinez et al. [93] recovered antifungal bacteria from the sorghum rhizosphere, Chandra et al. [94] isolated arbuscular mycorrhizal fungi with salinity-alleviating potential, and 48 endophytic strains with growth-promoting traits were obtained from sweet sorghum tissues [95].
However, conventional culture-dependent isolation only captures a fraction (less than 1%) of the total microbial diversity present in sorghum-associated habitats [96]. It also overlooks slow-growing or syntrophy-dependent organisms that cannot be cultured under standard in vitro conditions [97]. As a result, the structural and functional complexity of the sorghum microbiome, along with the associated beneficial traits, remains underestimated [98]. Nonetheless, culture-based isolation remains indispensable for obtaining live strains for functional testing and large-scale production. It also enables phenotypic assays, safety evaluation, and scalable production of candidate inoculants [99].
To overcome the inherent limitations of conventional culture-dependent techniques, molecular and culture-independent approaches are now routinely employed to profile both the culturable and unculturable fractions of the sorghum microbiome [99]. These include molecular fingerprinting methods such as denaturing gradient gel electrophoresis (DGGE) and terminal restriction fragment length polymorphism (T-RFLP), as well as high-throughput sequencing [100]. Standard workflows typically involve total DNA extraction from plant or rhizosphere samples, polymerase chain reaction amplification of conserved taxonomic markers (e.g., bacterial 16S rRNA, fungal 18S rRNA, or ITS regions), and subsequent sequence comparison against curated databases such as GenBank, SILVA, or UNITE [92]. For example, a 16S rRNA PCR–RFLP approach was used to characterise 280 bacterial isolates with plant-growth-promoting traits from sorghum roots [101]. Similarly, DGGE, T-RFLP and molecular sequencing have been applied to detect and differentiate nifH-harbouring bacterial taxa in the sorghum rhizosphere, facilitating the targeted recovery of putative nitrogen-fixing strains [102]. In parallel, sequencing of the 18S and ITS regions has revealed diverse assemblages of arbuscular mycorrhizal fungi associated with sorghum roots, which are implicated in enhanced tolerance to abiotic and biotic stresses [94,103].
Recent advances in omics technologies, including metagenomics, transcriptomics, proteomics, lipidomics, and metabolomics, are now reshaping sorghum microbiome research [104]. They enable high-resolution, functional profiling of entire microbial communities under different environmental conditions [105]. Building on these approaches, Hara et al. integrated metagenomic and proteomic analyses to identify nitrogenase genes and proteins and successfully recovered functional nitrogen-fixing bacteria associated with four field-grown sorghum genotypes [106]. In parallel, complementary chemical analyses, such as Gas Chromatography-Mass Spectrometry (GC-MS), Liquid Chromatography-Mass Spectrometry (LC-MS), and Nuclear Magnetic Resonance (NMR), further reveal the bioactive metabolites (e.g., siderophores, phytohormones, and volatile organic compounds) secreted by these microbes, which contribute to plant health and resilience [99,107]. For instance, Wang, et al. [108] employed GC-FID (Gas Chromatography with Flame Ionisation Detection) and metabolomic analysis to identify shifts in the sorghum rhizosphere microbiome, which were influenced by changes in the secretion of root exudates, such as sorgoleone. Similarly, GC-MS and metabolomics were used to characterise the microbial taxa associated with the sorghum rhizosphere in response to intercropping with peanut under salt stress conditions [109]. Taken together, integrating culture-dependent isolation with omics-based characterisation offers a robust framework for moving beyond descriptive studies towards targeted discovery and functional understanding that will better enable development of robust sorghum bioinoculants tailored to smallholder systems.

7. Challenges and Future Directions

Despite the promising potential of sorghum microbiome-based inoculants, several factors continue to constrain their successful adoption in smallholder farming systems. A significant limitation is the lack of local production units. Smallholder farmers face significant challenges accessing viable and affordable inoculants without decentralised, community-based production facilities [88]. Furthermore, poor storage conditions and limited shelf life of products exacerbate these challenges. Microbial inoculants are often sensitive to environmental stressors, including temperature fluctuations, desiccation, and ultraviolet (UV) radiation [83]. In rural areas, where cold-chain infrastructure is typically unavailable, inadequate storage facilities frequently result in a rapid decline in microbial viability before the products can be applied in the field [70,110].
Another critical consideration is the ecological implications of introducing microbial inoculants into the soil ecosystem. The application of microbial inoculants can alter the microbial community structure and function through competitive exclusion, where the inoculated strains outcompete native microbes for limited resources such as root exudates and nutrients [111]. Furthermore, the applied microbes may disrupt the established ecological equilibrium and modify the physicochemical environment through their metabolic activity, creating new niches that favour specific taxa over others. These shifts can have cascading effects, potentially reducing the diversity and functional redundancy of the indigenous community, which are key indicators of a resilient soil ecosystem [112]. Consequently, repeated application may lead to the suppression or displacement of beneficial native strains, inadvertently diminishing the very ecosystem benefits, such as natural pathogen suppression or nutrient cycling, that the inoculants are intended to enhance [113].
Furthermore, farmer reluctance remains a critical barrier to adoption. Due to knowledge gaps, perceived risks, and socioeconomic constraints, many smallholder farmers hesitate to adopt microbiome-based technologies to enhance sorghum productivity [114]. Microbial inoculants are often viewed with scepticism, particularly in comparison to conventional practices that offer more immediate and visible results. Moreover, smallholders generally operate under tight financial constraints and prioritise inputs with predictable and rapid returns. Since the benefits of microbiome inoculants, such as improved soil health, enhanced stress tolerance, and increased yield, may not be immediately observable, their use is often perceived as financially risky [115].
Government policies also play a role in influencing the uptake of microbiome technologies. Poorly designed or absent policies can create systemic barriers that hinder the development and use of sorghum microbiome-based solutions among smallholders [65]. In many regions, the lack of specific regulations recognising and supporting microbial inoculants leads to market uncertainty. Ambiguous registration processes, weak quality control standards, and the absence of biosafety guidelines discourage private-sector investment and erode farmer confidence [116]. Furthermore, smallholder farmers may struggle to invest in microbiome technologies without targeted subsidies or financial incentives, particularly when these must compete with subsidised chemical fertilisers and pesticides. Weak policy support for agricultural research and innovation also limits the development of locally adapted and effective sorghum microbiome strains [115].
Addressing these multifaceted challenges will require coordinated investment in localised, low-cost production systems and formulation technologies capable of extending shelf life without dependence on sophisticated storage infrastructure [74]. Long-term environmental monitoring using high-resolution tools such as amplicon sequencing and metagenomics is essential to ensure that the benefits of inoculation do not come at the cost of soil microbial biodiversity and long-term ecosystem stability. Emphasis should be placed on developing improved carrier materials, enhancing packaging technologies, and training farmers in proper inoculant handling to maintain product quality throughout the production and application process [83]. Additionally, strengthening local production and storage capacities is crucial for unlocking the full potential of sorghum microbiome inoculants in smallholder systems.
Moreover, participatory extension approaches, farmer-led trials, and community-based education programs must be prioritised to build trust, demonstrate efficacy, and align microbiome technologies with farmers’ existing practices and priorities [65]. Strengthening farmers’ scientific literacy regarding soil microbiomes and ensuring consistent access to high-quality, reliable inoculants will be pivotal to fostering adoption and maximising the impact of microbiome innovations [115].
Finally, strengthening policy frameworks to support microbiome research, ensure quality assurance, enhance financial accessibility, and promote farmer education is critical. [82]. Such efforts will facilitate the broader adoption of sorghum microbiome inoculants and contribute to more resilient, sustainable smallholder farming systems that align with long-term agricultural development goals [116].

8. Conclusions

The sorghum microbiome offers a promising and sustainable solution to the constraints limiting smallholder farming systems, including soil infertility, climate variability, pest and pathogen attacks, and limited access to inputs. By leveraging the natural symbioses between sorghum and its associated microbial communities, particularly plant growth-promoting rhizobacteria (PGPR), arbuscular mycorrhizal fungi (AMF), plant growth-promoting fungi (PGPF), and beneficial endophytes, it is possible to enhance nutrient acquisition, improve resilience to environmental stress, suppress diseases, and sustainably increase yields.
The development and application of native sorghum microbiome-based inoculants tailored to local agroecological conditions presents a cost-effective and environmentally friendly strategy that aligns with the goals of sustainable agriculture. However, successfully implementing these innovations requires addressing several key challenges, including establishing localised production units, improving inoculant formulation and storage stability, enhancing farmer awareness and training, and strengthening regulatory frameworks to support quality assurance and market access.
Integrating sorghum microbiome technologies into broader sustainable farming practices, such as organic amendments, conservation tillage, and diversified cropping systems, will further amplify their benefits and contribute significantly toward achieving global food security and the United Nations Sustainable Development Goals (SDGs). Future research should prioritise participatory approaches that involve farmers directly in technology development, ensure the adaptability of microbial inoculants under field conditions, and promote policy environments that encourage investment, education, and innovation.
Overall, the strategic harnessing of the sorghum microbiome represents a transformative pathway for empowering smallholder farmers, enhancing agricultural resilience, and promoting the transition toward more sustainable, productive, and climate-resilient farming systems.

Author Contributions

O.A. and L.D. writing—review and editing. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the International Centre for Genetic Engineering and Biotechnology. O.A. fellowship is funded by the National Research Foundation of South Africa.

Conflicts of Interest

The authors declare no conflicts of interest.

References

  1. Frederick, C.; Herrero, M.; Dreyfus, G.; Gonzalez-Fisher, C.; Powers, Y. Opportunities for Improving Productivity and Reducing Methane Emissions in Smallholder Dairy Systems in Low-and Middle-Income Countries. Agric. Syst. 2024, 206, 103497. [Google Scholar]
  2. Dhillon, R.; Moncur, Q. Small-scale farming: A review of challenges and potential opportunities offered by technological advancements. Sustainability 2023, 15, 15478. [Google Scholar] [CrossRef]
  3. Mupaso, N.; Makombe, G.; Mugandani, R. Smallholder irrigation and poverty reduction in developing countries: A review. Heliyon 2023, 9, e13341. [Google Scholar] [CrossRef] [PubMed]
  4. Motsi, H.; Molapo, M.; Phiri, E.E. A review of the adaptive capacity of sweet sorghum to improve food security and poverty alleviation in sub-Saharan Africa. S. Afr. J. Bot. 2022, 150, 323–329. [Google Scholar] [CrossRef]
  5. Fan, S.; Rue, C. The role of smallholder farms in a changing world. In The Role of Smallholder Farms in Food and Nutrition Security; Springer International Publishing: Cham, Switzerland, 2020; pp. 13–28. [Google Scholar]
  6. Jouzi, Z.; Azadi, H.; Taheri, F.; Zarafshani, K.; Gebrehiwot, K.; Van Passel, S.; Lebailly, P. Organic farming and small-scale farmers: Main opportunities and challenges. Ecol. Econ. 2017, 132, 144–154. [Google Scholar] [CrossRef]
  7. Karunathilake, E.; Le, A.T.; Heo, S.; Chung, Y.S.; Mansoor, S. The path to smart farming: Innovations and opportunities in precision agriculture. Agriculture 2023, 13, 1593. [Google Scholar] [CrossRef]
  8. Sithole, A.; Olorunfemi, O.D. The Adoption of Sustainable Farming Practices by Smallholder Crop Farmers: Micro-Level Evidence from North-Eastern South Africa. Agriculture 2024, 14, 2370. [Google Scholar] [CrossRef]
  9. Kumar, A.; Choudhary, A.; Kaur, H.; Mehta, S.; Husen, A. Smart nanomaterial and nanocomposite with advanced agrochemical activities. Nanoscale Res. Lett. 2021, 16, 156. [Google Scholar] [CrossRef]
  10. 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]
  11. Purohit, H.J.; Pandit, P.; Pal, R.; Warke, R.; Warke, G.M. Soil microbiome: An intrinsic driver for climate smart agriculture. J. Agric. Food Res. 2024, 18, 101433. [Google Scholar] [CrossRef]
  12. Suman, J.; Rakshit, A.; Ogireddy, S.D.; Singh, S.; Gupta, C.; Chandrakala, J. Microbiome as a key player in sustainable agriculture and human health. Front. Soil Sci. 2022, 2, 821589. [Google Scholar] [CrossRef]
  13. Derese, S.A. Breeding Sorghum [Sorghum bicolor (L.) Moench] for Drought Tolerance and Medium-Maturity. Ph.D. Thesis, University of KwaZulu-Natal, Pietermaritzburg, South Africa, 2017. [Google Scholar]
  14. Begna, T. Effect of striga species on sorghum (Sorghum bicolor L. Moench) production and its integrated management approaches. Int. J. Res. Stud. Agric. Sci. 2021, 7, 10–22. [Google Scholar] [CrossRef]
  15. Zheng, H.; Dang, Y.; Diao, X.; Sui, N. Molecular mechanisms of stress resistance in sorghum: Implications for crop improvement strategies. J. Integr. Agric. 2024, 23, 741–768. [Google Scholar] [CrossRef]
  16. Kawa, D.; Thiombiano, B.; Shimels, M.Z.; Taylor, T.; Walmsley, A.; Vahldick, H.E.; Rybka, D.; Leite, M.F.; Musa, Z.; Bucksch, A. The soil microbiome modulates the sorghum root metabolome and cellular traits with a concomitant reduction of Striga infection. Cell Rep. 2024, 43, 113971. [Google Scholar] [CrossRef] [PubMed]
  17. Garcia, C.; Pauli, D.; Plecki, C.; Alnasser, H.; Rozzi, B.; Calleja, S.; Arnold, A.E. The Root Endophytic Microbiome Shifts Under Drought in High-Performing Sorghum. Phytobiomes J. 2024, 8, 282–296. [Google Scholar] [CrossRef]
  18. Babalola, O.O.; Adedayo, A.A. Endosphere microbial communities and plant nutrient acquisition toward sustainable agriculture. Emerg. Top. Life Sci. 2023, 7, 207–217. [Google Scholar] [CrossRef]
  19. Liu, Q.; Wang, J.; Wu, A.; Sun, A.; Dong, E.; Wang, Y.; Huang, X.; Hu, H.; Jiao, X. Plant-associated microorganisms during the reproductive period best predict sorghum yield and quality. Field Crops Res. 2023, 304, 109167. [Google Scholar] [CrossRef]
  20. Kabir, A.H.; Baki, M.Z.I.; Ahmed, B.; Mostofa, M.G. Current, faltering, and future strategies for advancing microbiome-assisted sustainable agriculture and environmental resilience. New Crops 2024, 1, 100013. [Google Scholar] [CrossRef]
  21. He, P.; Sun, A.; Jiao, X.; Ren, P.; Li, F.; Wu, B.; He, J.Z.; Hu, H.W. National-scale distribution of protists associated with sorghum leaves and roots. Environ. Microbiol. Rep. 2024, 16, e70024. [Google Scholar] [CrossRef]
  22. Olanrewaju, O.S.; Glick, B.R.; Babalola, O.O. Beyond correlation: Understanding the causal link between microbiome and plant health. Heliyon 2024, 10, e40517. [Google Scholar] [CrossRef]
  23. Dong, C.-J.; Wang, L.-L.; Li, Q.; Shang, Q.-M. Bacterial communities in the rhizosphere, phyllosphere and endosphere of tomato plants. PLoS ONE 2019, 14, e0223847. [Google Scholar] [CrossRef]
  24. Dastogeer, K.M.; Tumpa, F.H.; Sultana, A.; Akter, M.A.; Chakraborty, A. Plant microbiome–an account of the factors that shape community composition and diversity. Curr. Plant Biol. 2020, 23, 100161. [Google Scholar] [CrossRef]
  25. Doan, H.K.; Ngassam, V.N.; Gilmore, S.F.; Tecon, R.; Parikh, A.N.; Leveau, J.H. Topography-driven shape, spread, and retention of leaf surface water impacts microbial dispersion and activity in the phyllosphere. Phytobiomes J. 2020, 4, 268–280. [Google Scholar] [CrossRef]
  26. Mikiciuk, G.; Miller, T.; Kisiel, A.; Cembrowska-Lech, D.; Mikiciuk, M.; Łobodzińska, A.; Bokszczanin, K. Harnessing Beneficial Microbes for Drought Tolerance: A Review of Ecological and Agricultural Innovations. Agriculture 2024, 14, 2228. [Google Scholar] [CrossRef]
  27. Chauhan, P.; Sharma, N.; Tapwal, A.; Kumar, A.; Verma, G.S.; Meena, M.; Seth, C.S.; Swapnil, P. Soil microbiome: Diversity, benefits and interactions with plants. Sustainability 2023, 15, 14643. [Google Scholar] [CrossRef]
  28. Alekhya, G.; Gopalakrishnan, S. Exploiting plant growth-promoting Amycolatopsis sp. in chickpea and sorghum for improving growth and yield. J. Food Legumes 2016, 29, 225–231. [Google Scholar]
  29. Kon, E.S.; Kant, E.F. Diversity of arbuscular mycorrhizal fungi associated to Sorghum (Sorghum bicolor L. Moench) in soils of Sikasso region (Mali). Afr. J. Environ. Sci. Technol. 2021, 15, 223–229. [Google Scholar] [CrossRef]
  30. Khaliq, A.; Perveen, S.; Alamer, K.H.; Zia Ul Haq, M.; Rafique, Z.; Alsudays, I.M.; Althobaiti, A.T.; Saleh, M.A.; Hussain, S.; Attia, H. Arbuscular mycorrhizal fungi symbiosis to enhance plant–soil interaction. Sustainability 2022, 14, 7840. [Google Scholar] [CrossRef]
  31. Rajini, S.B.; Nandhini, M.; Udayashankar, A.C.; Niranjana, S.R.; Lund, O.S.; Prakash, H.S. Diversity, plant growth-promoting traits, and biocontrol potential of fungal endophytes of Sorghum bicolor. Plant Pathol. 2020, 69, 642–654. [Google Scholar] [CrossRef]
  32. Rodrigues, R.T.; de Souza Silva, M.M.; de Oliveira, D.M.; Simplício, J.B.; Costa, C.M.C.; de Siqueira, V.M. Endophytic fungi from Sorghum bicolor (L.) moench: Influence of genotypes and crop systems and evaluation of antimicrobial activity. J. Agric. Sci. Technol. 2018, 8, 267–277. [Google Scholar]
  33. Jeyanthi, V.; Kanimozhi, S. Plant growth promoting rhizobacteria (PGPR)-prospective and mechanisms: A review. J. Pure Appl. Microbiol. 2018, 12, 733–749. [Google Scholar] [CrossRef]
  34. El-Saadony, M.T.; Saad, A.M.; Soliman, S.M.; Salem, H.M.; Ahmed, A.I.; Mahmood, M.; El-Tahan, A.M.; Ebrahim, A.A.; Abd El-Mageed, T.A.; Negm, S.H. Plant growth-promoting microorganisms as biocontrol agents of plant diseases: Mechanisms, challenges and future perspectives. Front. Plant Sci. 2022, 13, 923880. [Google Scholar] [CrossRef]
  35. Saber, W.I.; Ghoneem, K.M.; Rashad, Y.M.; Al-Askar, A.A. Trichoderma harzianum WKY1: An indole acetic acid producer for growth improvement and anthracnose disease control in sorghum. Biocontrol Sci. Technol. 2017, 27, 654–676. [Google Scholar] [CrossRef]
  36. Nzioki, H.S.; Oyosi, F.; Morris, C.E.; Kaya, E.; Pilgeram, A.L.; Baker, C.S.; Sands, D.C. Striga biocontrol on a toothpick: A readily deployable and inexpensive method for smallholder farmers. Front. Plant Sci. 2016, 7, 1121. [Google Scholar] [CrossRef] [PubMed]
  37. Pambuka, G.T.; Kinge, T.R.; Ghosh, S.; Cason, E.D.; Nyaga, M.M.; Gryzenhout, M. Plant and soil core mycobiomes in a two-year sorghum–legume intercropping system of underutilized crops in South Africa. Microorganisms 2022, 10, 2079. [Google Scholar] [CrossRef] [PubMed]
  38. Santoyo, G. How plants recruit their microbiome? New insights into beneficial interactions. J. Adv. Res. 2022, 40, 45–58. [Google Scholar] [CrossRef]
  39. Cloutier, M.; Chatterjee, D.; Elango, D.; Cui, J.; Bruns, M.A.; Chopra, S. Sorghum root flavonoid chemistry, cultivar, and frost stress effects on rhizosphere bacteria and fungi. Phytobiomes J. 2021, 5, 39–50. [Google Scholar] [CrossRef]
  40. Trdá, L.; Boutrot, F.; Claverie, J.; Brulé, D.; Dorey, S.; Poinssot, B. Perception of pathogenic or beneficial bacteria and their evasion of host immunity: Pattern recognition receptors in the frontline. Front. Plant Sci. 2015, 6, 219. [Google Scholar] [CrossRef]
  41. Chen, W.; Chen, K.; Chen, Y.; Tang, Y. Adaptive microbiome responses to anthracnose in sorghum: Enhanced network complexity and disease resistance across plant niches. Physiol. Mol. Plant Pathol. 2024, 134, 102421. [Google Scholar] [CrossRef]
  42. Mwamahonje, A.; Mdindikasi, Z.; Mchau, D.; Mwenda, E.; Sanga, D.; Garcia-Oliveira, A.L.; Ojiewo, C.O. Advances in Sorghum Improvement for Climate Resilience in the Global Arid and Semi-Arid Tropics: A Review. Agronomy 2024, 14, 3025. [Google Scholar] [CrossRef]
  43. Iqbal, B.; Li, G.; Alabbosh, K.F.; Hussain, H.; Khan, I.; Tariq, M.; Javed, Q.; Naeem, M.; Ahmad, N. Advancing environmental sustainability through microbial reprogramming in growth improvement, stress alleviation, and phytoremediation. Plant Stress 2023, 10, 100283. [Google Scholar] [CrossRef]
  44. Langyintuo, A. Smallholder farmers’ access to inputs and finance in Africa. In The Role of Smallholder Farms in Food and Nutrition Security; Springer International Publishing: Cham, Switzerland, 2020; pp. 133–152. [Google Scholar]
  45. Musara, J.; Musemwa, L.; Mushunje, A.; Mutenje, M.; Pfukwa, C. Sorghum value chain analysis in semi-arid Zimbabwe. S. Afr. J. Agric. Ext. 2019, 47, 164–178. [Google Scholar] [CrossRef]
  46. Araya, T.; Ochsner, T.E.; Mnkeni, P.N.; Hounkpatin, K.; Amelung, W. Challenges and constraints of conservation agriculture adoption in smallholder farms in sub-Saharan Africa: A review. Int. Soil Water Conserv. Res. 2024, 12, 828–843. [Google Scholar] [CrossRef]
  47. Mareque, C.; Taulé, C.; Beracochea, M.; Battistoni, F. Isolation, characterization and plant growth promotion effects of putative bacterial endophytes associated with sweet sorghum (Sorghum bicolor (L.) Moench). Ann. Microbiol. 2015, 65, 1057–1067. [Google Scholar] [CrossRef]
  48. da Silva, J.F.; da Silva, T.R.; Escobar, I.E.C.; Fraiz, A.C.R.; Dos Santos, J.W.M.; do Nascimento, T.R.; Dos Santos, J.M.R.; Peters, S.J.W.; de Melo, R.F.; Signor, D. Screening of plant growth promotion ability among bacteria isolated from field-grown sorghum under different managements in Brazilian drylands. World J. Microbiol. Biotechnol. 2018, 34, 186. [Google Scholar] [CrossRef] [PubMed]
  49. Manzar, N.; Singh, Y.; Kashyap, A.S.; Sahu, P.K.; Rajawat, M.V.S.; Bhowmik, A.; Sharma, P.K.; Saxena, A.K. Biocontrol potential of native Trichoderma spp. against anthracnose of great millet (Sorghum bicolour L.) from Tarai and hill regions of India. Biol. Control 2021, 152, 104474. [Google Scholar] [CrossRef]
  50. Rizvi, A.; Ahmed, B.; Khan, M.S.; Umar, S.; Lee, J. Sorghum-phosphate solubilizers interactions: Crop nutrition, biotic stress alleviation, and yield optimization. Front. Plant Sci. 2021, 12, 746780. [Google Scholar] [CrossRef]
  51. Alapati, P.S.N.T.; Saharan, B.S. Identification and functional characterization of plant growth-promoting rhizobacteria enhancing growth and nutritional quality of Sorghum bicolor. Discov. Plants 2025, 2, 191. [Google Scholar] [CrossRef]
  52. Patil, S.; Wagh, V.; Patil, A.; Patel, P. Potential of Indigenous Rhizobacteria and the Consortium for Promoting the Growth of Sorghum bicolor (L.). Indian J. Agric. Res. 2025, 1, 5. [Google Scholar] [CrossRef]
  53. Yadav, S.S.; Arya, A.; Singh, V.; Singh, Y. Elicitation of native bio protective microbial agents associated systemic defense responses and plant growth promotion against bacterial stalk rot pathogen in sorghum (Sorghum bicolor). Phytopathol. Res. 2023, 5, 47. [Google Scholar] [CrossRef]
  54. Grover, M.; Madhubala, R.; Ali, S.Z.; Yadav, S.; Venkateswarlu, B. Influence of Bacillus spp. strains on seedling growth and physiological parameters of sorghum under moisture stress conditions. J. Basic Microbiol. 2014, 54, 951–961. [Google Scholar] [CrossRef]
  55. Carlson, R.; Tugizimana, F.; Steenkamp, P.A.; Dubery, I.A.; Hassen, A.I.; Labuschagne, N. Rhizobacteria-induced systemic tolerance against drought stress in Sorghum bicolor (L.) Moench. Microbiol. Res. 2020, 232, 126388. [Google Scholar] [CrossRef] [PubMed]
  56. Umapathi, M.; Chandrasekhar, C.; Senthil, A.; Kalaiselvi, T.; Santhi, R.; Ravikesavan, R. Isolation, characterization and plant growth-promoting effects of sorghum [Sorghum bicolor (L.) moench] root-associated rhizobacteria and their potential role in drought mitigation. Arch. Microbiol. 2022, 204, 354. [Google Scholar] [CrossRef] [PubMed]
  57. Santana, S.R.A.; Voltolini, T.V.; Antunes, G.d.R.; da Silva, V.M.; Simões, W.L.; Morgante, C.V.; de Freitas, A.D.S.; Chaves, A.R.d.M.; Aidar, S.d.T.; Fernandes-Júnior, P.I. Inoculation of plant growth-promoting bacteria attenuates the negative effects of drought on sorghum. Arch. Microbiol. 2020, 202, 1015–1024. [Google Scholar] [CrossRef] [PubMed]
  58. Tulu, U.T.; Haileselassie, T.; Abera, S.; Tessema, T. Screening and identification of potential Striga [Striga hermonthica (Del.)] suppressing rhizobacteria associated with Sorghum [Sorghum bicolor (L.) Moench] in Northern Ethiopia. Technol. Agron. 2024, 4, e013. [Google Scholar] [CrossRef]
  59. Tukaram, J.H. Studies on Combined Effect of Biofertilizers and Bioagents on Growth and Yield of Sweet Sorghum. Ph.D. Thesis, Mahatma Phule Krishi Vidyapeeth University, Rahuri, India, 2018. [Google Scholar]
  60. Idris, H.A.; Labuschagne, N.; Korsten, L. Screening rhizobacteria for biological control of Fusarium root and crown rot of sorghum in Ethiopia. Biol. Control 2007, 40, 97–106. [Google Scholar] [CrossRef]
  61. Hassanien, S.M.; Afiah, S.A.; El-Hadidy, A.E.; Balah, A.M. Multifaceted potentialities of some rhizobacteria associated with sorghum plants on their growth and development. Egypt. Acad. J. Biol. Sci. G Microbiol. 2017, 9, 1–17. [Google Scholar] [CrossRef]
  62. Kumar, C.; Esposito, A.; Bertani, I.; Musonerimana, S.; Midekssa, M.J.; Tesfaye, K.; Derr, D.C.; Donaldson, L.; Piazza, S.; Bez, C. Sorghum rhizosphere bacteriome studies and generation of multistrain beneficial bacterial consortia. Microbiol. Res. 2025, 292, 128036. [Google Scholar] [CrossRef]
  63. Kumawat, K.C.; Razdan, N.; Saharan, K. Rhizospheric microbiome: Bio-based emerging strategies for sustainable agriculture development and future perspectives. Microbiol. Res. 2022, 254, 126901. [Google Scholar] [CrossRef]
  64. Ruiz, V.V.; Carrazco, A.M.; Cota, F.I.P.; de los Santos Villalobos, S. Polyphasic taxonomy of strains in bacterial inoculants. In New Insights, Trends, and Challenges in the Development and Applications of Microbial Inoculants in Agriculture; Elsevier: Amsterdam, The Netherlands, 2024; pp. 87–97. [Google Scholar]
  65. Díaz-Rodríguez, A.M.; Parra Cota, F.I.; Cira Chávez, L.A.; García Ortega, L.F.; Estrada Alvarado, M.I.; Santoyo, G.; de Los Santos-Villalobos, S. Microbial Inoculants in Sustainable Agriculture: Advancements, Challenges, and Future Directions. Plants 2025, 14, 191. [Google Scholar] [CrossRef]
  66. Qiu, Z.; Egidi, E.; Liu, H.; Kaur, S.; Singh, B.K. New frontiers in agriculture productivity: Optimised microbial inoculants and in situ microbiome engineering. Biotechnol. Adv. 2019, 37, 107371. [Google Scholar] [CrossRef] [PubMed]
  67. Bharti, N.; Sharma, S.K.; Saini, S.; Verma, A.; Nimonkar, Y.; Prakash, O. Microbial plant probiotics: Problems in application and formulation. In Probiotics and Plant Health; Springer: Berlin/Heidelberg, Germany, 2017; pp. 317–335. [Google Scholar]
  68. Bernabeu, P.R.; García, S.S.; López, A.C.; Vio, S.A.; Carrasco, N.; Boiardi, J.L.; Luna, M.F. Assessment of bacterial inoculant formulated with Paraburkholderia tropica to enhance wheat productivity. World J. Microbiol. Biotechnol. 2018, 34, 81. [Google Scholar] [CrossRef] [PubMed]
  69. Aloo, B.N.; Mbega, E.R.; Makumba, B.A.; Tumuhairwe, J.B. Effects of carrier materials and storage temperatures on the viability and stability of three biofertilizer inoculants obtained from potato (Solanum tuberosum L.) rhizosphere. Agriculture 2022, 12, 140. [Google Scholar] [CrossRef]
  70. Lobo, C.B.; Tomás, M.S.J.; Viruel, E.; Ferrero, M.A.; Lucca, M.E. Development of low-cost formulations of plant growth-promoting bacteria to be used as inoculants in beneficial agricultural technologies. Microbiol. Res. 2019, 219, 12–25. [Google Scholar] [CrossRef]
  71. Akter, T.; Shah, S.T.; Al Mamun, M.A.; Bari, M.L.; Begum, S.; Rahman, N.; Miah, M.I. Costeffective formulation of bio-fertilizer using agricultural residues as carriers and determination of shelflife of bio-fertilizer inoculants. Dhaka Univ. J. Biol. Sci. 2023, 32, 189–199. [Google Scholar] [CrossRef]
  72. Raimi, A. Quality Assessment of Commercial Biofertilisers and the Awareness of Smallholder Farmers in Gauteng Province, South Africa; University of South Africa (South Africa): Pretoria, South Africa, 2018. [Google Scholar]
  73. Raimi, A.; Adeleke, R.; Roopnarain, A. Soil fertility challenges and Biofertiliser as a viable alternative for increasing smallholder farmer crop productivity in sub-Saharan Africa. Cogent Food Agric. 2017, 3, 1400933. [Google Scholar] [CrossRef]
  74. O’Callaghan, M.; Ballard, R.A.; Wright, D. Soil microbial inoculants for sustainable agriculture: Limitations and opportunities. Soil Use Manag. 2022, 38, 1340–1369. [Google Scholar] [CrossRef]
  75. Rubin, R.L.; van Groenigen, K.J.; Hungate, B.A. Plant growth promoting rhizobacteria are more effective under drought: A meta-analysis. Plant Soil 2017, 416, 309–323. [Google Scholar] [CrossRef]
  76. Lopes, M.J.d.S.; Dias-Filho, M.B.; Gurgel, E.S.C. Successful Plant Growth-Promoting Microbes: Inoculation Methods and Abiotic Factors. Front. Sustain. Food Syst. 2021, 5, 606454. [Google Scholar] [CrossRef]
  77. O’Callaghan, M. Microbial inoculation of seed for improved crop performance: Issues and opportunities. Appl. Microbiol. Biotechnol. 2016, 100, 5729–5746. [Google Scholar] [CrossRef]
  78. Carrazco, A.M.; Díaz-Rodríguez, A.M.; Cota, F.I.P.; de los Santos Villalobos, S. Legal framework for the development of microbial inoculants. In New Insights, Trends, and Challenges in the Development and Applications of Microbial Inoculants in Agriculture; Elsevier: Amsterdam, The Netherlands, 2024; pp. 143–151. [Google Scholar]
  79. Basir, M.S.; Buckmaster, D.; Raturi, A.; Zhang, Y. From pen and paper to digital precision: A comprehensive review of on-farm recordkeeping. Precis. Agric. 2024, 25, 2643–2682. [Google Scholar] [CrossRef]
  80. Adeniji, A.; Fadiji, A.E.; Li, S.; Guo, R. From lab bench to farmers’ fields: Co-creating microbial inoculants with farmers input. Rhizosphere 2024, 31, 100920. [Google Scholar] [CrossRef]
  81. Friedman, N.; Tan, Z.; Haskins, M.N.; Ju, W.; Bailey, D.; Longchamps, L. Understanding Farmers’ Data Collection Practices on Small-to-Medium Farms for the Design of Future Farm Management Information Systems. Proc. ACM Hum.-Comput. Interact. 2024, 8, 139. [Google Scholar] [CrossRef]
  82. Mawcha, K.T.; Kyampaire, D.; Marciale, C.; Simiyu-Wafukho, S.; Chinyama, C.; Babalola, O.O.; Kinyanjui, G.; Ndolo, D. An overview of biopesticide regulatory frameworks in selected countries in Southern Africa. Front. Sustain. Food Syst. 2025, 9, 1522526. [Google Scholar] [CrossRef]
  83. dos Reis, G.A.; Martínez-Burgos, W.J.; Pozzan, R.; Pastrana Puche, Y.; Ocán-Torres, D.; de Queiroz Fonseca Mota, P.; Rodrigues, C.; Lima Serra, J.; Scapini, T.; Karp, S.G. Comprehensive Review of Microbial Inoculants: Agricultural Applications, Technology Trends in Patents, and Regulatory Frameworks. Sustainability 2024, 16, 8720. [Google Scholar] [CrossRef]
  84. Gamage, A.; Gangahagedara, R.; Gamage, J.; Jayasinghe, N.; Kodikara, N.; Suraweera, P.; Merah, O. Role of organic farming for achieving sustainability in agriculture. Farming Syst. 2023, 1, 100005. [Google Scholar] [CrossRef]
  85. Crowther, T.W.; Rappuoli, R.; Corinaldesi, C.; Danovaro, R.; Donohue, T.J.; Huisman, J.; Stein, L.Y.; Timmis, J.K.; Timmis, K.; Anderson, M.Z. Scientists’ call to action: Microbes, planetary health, and the Sustainable Development Goals. Cell 2024, 187, 5195–5216. [Google Scholar] [CrossRef]
  86. Khan, M.H.; Liu, H.; Zhu, A.; Khan, M.H.; Hussain, S.; Cao, H. Conservation tillage practices affect soil microbial diversity and composition in experimental fields. Front. Microbiol. 2023, 14, 1227297. [Google Scholar] [CrossRef]
  87. Sow, A.A.; Hossner, L.; Unger, P.W.; Stewart, B.A. Tillage and residue effects on root growth and yields of grain sorghum following wheat. Soil Tillage Res. 1997, 44, 121–129. [Google Scholar] [CrossRef]
  88. Koskey, G.; Mburu, S.W.; Awino, R.; Njeru, E.M.; Maingi, J.M. Potential use of beneficial microorganisms for soil amelioration, phytopathogen biocontrol, and sustainable crop production in smallholder agroecosystems. Front. Sustain. Food Syst. 2021, 5, 606308. [Google Scholar] [CrossRef]
  89. Adeleke, B.S.; Babalola, O.O.; Glick, B.R. Plant growth-promoting root-colonizing bacterial endophytes. Rhizosphere 2021, 20, 100433. [Google Scholar] [CrossRef]
  90. Elvia, J.C.; de Freitas, R.; Germida, J.J. Bacterial microbiomes associated with the rhizosphere, root interior, and aboveground plant organs of wheat and canola at different growth stages. Phytobiomes J. 2021, 5, 442–451. [Google Scholar] [CrossRef]
  91. Gopalakrishnan, S.; Humayun, P.; Kiran, B.K.; Kannan, I.G.K.; Vidya, M.S.; Deepthi, K.; Rupela, O. Evaluation of bacteria isolated from rice rhizosphere for biological control of charcoal rot of sorghum caused by Macrophomina phaseolina (Tassi) Goid. World J. Microbiol. Biotechnol. 2011, 27, 1313–1321. [Google Scholar] [CrossRef] [PubMed]
  92. Dos Reis, J.B.A.; Lorenzi, A.S.; do Vale, H.M.M. Methods used for the study of endophytic fungi: A review on methodologies and challenges, and associated tips. Arch. Microbiol. 2022, 204, 675. [Google Scholar] [CrossRef]
  93. Martinez-Absalon, S.; Orozco-Mosqueda, M.d.C.; Martinez-Pacheco, M.; Farias-Rodriguez, R.; Govindappa, M.; Santoyo, G. Isolation and molecular characterization of a novel strain of Bacillus with antifungal activity from the sorghum rhizosphere. Genet Mol. Res. 2012, 11, 2665–2673. [Google Scholar] [CrossRef]
  94. Chandra, P.; Singh, A.; Prajapat, K.; Rai, A.K.; Yadav, R.K. Native arbuscular mycorrhizal fungi improve growth, biomass yield, and phosphorus nutrition of sorghum in saline and sodic soils of the semi-arid region. Environ. Exp. Bot. 2022, 201, 104982. [Google Scholar] [CrossRef]
  95. Fretes, C.d.; Suryani, R.; Purwestri, Y.A.; Nuringtyas, T.R.; Widianto, D. Diversity of endophytic bacteria in sweet sorghum (Sorghum bicolor (L.) Moench) and their potential for promoting plant growth. Indian J. Sci. Technol. 2018, 11, 1–10. [Google Scholar] [CrossRef]
  96. Nwachukwu, B.C.; Babalola, O.O. Metagenomics: A tool for exploring key microbiome with the potentials for improving sustainable agriculture. Front. Sustain. Food Syst. 2022, 6, 886987. [Google Scholar] [CrossRef]
  97. Bilal, T.; Malik, B.; Hakeem, K.R. Metagenomic analysis of uncultured microorganisms and their enzymatic attributes. J. Microbiol. Methods 2018, 155, 65–69. [Google Scholar] [CrossRef]
  98. Dubey, S.; Sharma, S. Rhizospheric microbiome engineering as a sustainable tool in agriculture: Approaches and challenges. In Microbial Diversity in Ecosystem Sustainability and Biotechnological Applications: Volume 2. Soil & Agroecosystems; Springer: Singapore, 2019; pp. 257–272. [Google Scholar]
  99. Franco-Duarte, R.; Černáková, L.; Kadam, S.; Kaushik, K.S.; Salehi, B.; Bevilacqua, A.; Corbo, M.R.; Antolak, H.; Dybka-Stępień, K.; Leszczewicz, M. Advances in chemical and biological methods to identify microorganisms—From past to present. Microorganisms 2019, 7, 130. [Google Scholar] [CrossRef]
  100. Kochar, M.; Singh, P. Sorghum-associated bacterial communities—Genomics and research perspectives. In The Sorghum Genome; Springer: Cham, Switzerland, 2017; pp. 269–284. [Google Scholar]
  101. Govindasamy, V.; Raina, S.K.; George, P.; Kumar, M.; Rane, J.; Minhas, P.S.; Vittal, K.P.R. Functional and phylogenetic diversity of cultivable rhizobacterial endophytes of sorghum [Sorghum bicolor (L.) Moench]. Antonie Van Leeuwenhoek 2017, 110, 925–943. [Google Scholar] [CrossRef]
  102. Coelho, M.R.; Marriel, I.E.; Jenkins, S.N.; Lanyon, C.V.; Seldin, L.; O’Donnell, A.G. Molecular detection and quantification of nifH gene sequences in the rhizosphere of sorghum (Sorghum bicolor) sown with two levels of nitrogen fertilizer. Appl. Soil Ecol. 2009, 42, 48–53. [Google Scholar] [CrossRef]
  103. Lu, G.-H.; Zheng, K.; Cao, R.; Fazal, A.; Na, Z.; Wang, Y.; Yang, Y.; Sun, B.; Yang, H.; Na, Z.-Y. Root-associated fungal microbiota of the perennial sweet sorghum cultivar under field growth. Front. Microbiol. 2022, 13, 1026339. [Google Scholar] [CrossRef] [PubMed]
  104. Jain, A.; Sarsaiya, S.; Singh, R.; Gong, Q.; Wu, Q.; Shi, J. Omics approaches in understanding the benefits of plant-microbe interactions. Front. Microbiol. 2024, 15, 1391059. [Google Scholar] [CrossRef] [PubMed]
  105. Li, M.; Wen, J. Recent progress in the application of omics technologies in the study of bio-mining microorganisms from extreme environments. Microb. Cell Factories 2021, 20, 178. [Google Scholar] [CrossRef] [PubMed]
  106. Hara, S.; Morikawa, T.; Wasai, S.; Kasahara, Y.; Koshiba, T.; Yamazaki, K.; Fujiwara, T.; Tokunaga, T.; Minamisawa, K. Identification of nitrogen-fixing Bradyrhizobium associated with roots of field-grown sorghum by metagenome and proteome analyses. Front. Microbiol. 2019, 10, 407. [Google Scholar] [CrossRef]
  107. Zhu, H.; Li, Q.; El-Sappah, A.H.; Sun, Y.; Liu, Y.; Pan, S.; Zhu, K.; Sun, X.; Xiong, T.; Luo, H. Influence of two sorghum varieties on metabolic factors, microbial community, and flavor component precursors of strong-flavor Baijiu Zaopei. Food Chem. 2025, 474, 143079. [Google Scholar] [CrossRef]
  108. Wang, P.; Chai, Y.N.; Roston, R.; Dayan, F.E.; Schachtman, D.P. The sorghum bicolor root exudate sorgoleone shapes bacterial communities and delays network formation. mSystems 2021, 6, e00749-20. [Google Scholar] [CrossRef]
  109. Shi, X.; Guo, P.; Chen, Y.; Liu, C.; Liu, C.; Yu, H.; Zhou, Y.; Zou, H. Integrated Analysis of Soil Metagenome and Soil Metabolome Reveals the Differential Responses of Sorghum and Peanut Rhizosphere Microbes to Salt Stress. J. Soil Sci. Plant Nutr. 2024, 24, 2959–2971. [Google Scholar] [CrossRef]
  110. Mohammed, M.; Dakora, F.D. Microbes in Agriculture: Prospects and Constraints to Their Wider Adoption and Utilization in Nutrient-Poor Environments. Microorganisms 2024, 12, 2225. [Google Scholar] [CrossRef]
  111. Mawarda, P.C.; Le Roux, X.; Van Elsas, J.D.; Salles, J.F. Deliberate introduction of invisible invaders: A critical appraisal of the impact of microbial inoculants on soil microbial communities. Soil Biol. Biochem. 2020, 148, 107874. [Google Scholar] [CrossRef]
  112. Vieira, C.K.; dos Anjos Borges, L.G.; Marascalchi, M.N.; Russi, C.H.; Marandola, T.; Kemmelmeier, K.; Soares, C.R.F.S.; Stürmer, S.L.; Giongo, A. Interaction between arbuscular mycorrhizal fungi and native soil microbiome on early stage restoration of a coal-mine soil. Mycorrhiza 2025, 35, 1–18. [Google Scholar] [CrossRef] [PubMed]
  113. Zhyr, L.; Furch, A.C.; Mithöfer, A. Beneficial microbes in agriculture: Curse or blessing? Trends Plant Sci. 2025, in press. [Google Scholar] [CrossRef] [PubMed]
  114. Batista, B.D.; Singh, B.K. Realities and hopes in the application of microbial tools in agriculture. Microb. Biotechnol. 2021, 14, 1258–1268. [Google Scholar] [CrossRef]
  115. Anang, B.T.; Dagunga, G.; Bosompem, M. Predictors of inoculant-based technology adoption by smallholder soybean farmers in northern Ghana: Implications for soil fertility management. Agric. Food Secur. 2023, 12, 29. [Google Scholar] [CrossRef]
  116. Raimi, A.; Roopnarain, A.; Adeleke, R. Biofertilizer production in Africa: Current status, factors impeding adoption and strategies for success. Sci. Afr. 2021, 11, e00694. [Google Scholar] [CrossRef]
Figure 1. The Sorghum microbiome communities associated with the rhizosphere, endosphere, and phyllosphere.
Figure 1. The Sorghum microbiome communities associated with the rhizosphere, endosphere, and phyllosphere.
Plants 14 03242 g001
Table 1. Beneficial Microbes in Sorghum and Mechanism of Enhancing Growth and Productivity.
Table 1. Beneficial Microbes in Sorghum and Mechanism of Enhancing Growth and Productivity.
Microbe TypeExample in SorghumKey Mechanism of Action in Promoting Plant GrowthReference
Plant growth-promoting rhizobacteria (PGPR)Pseudomonas spp., Rhizobium spp., Azospirillum spp., Enterobacter spp., Bacillus spp., Paenibacillus spp., Amycolatopsis spp., and Streptomyces spp.They promote plant growth and productivity through phosphate (P) solubilisation, nitrogen (N) fixation, and siderophore production, inducing the expression of phytohormones and enhancing the synthesis of antioxidant enzymes. [26,27,28]
Arbuscular mycorrhizal fungi (AMF)Gigaspora spp., Scutellospora spp., Glomus spp., Sclerocystis spp., Entrophospora spp., and Acaulospora spp.Forms an extensive hyphal network and symbiotic relationship with sorghum roots to enhance water and nutrient uptake.[29,30]
Plant growth-promoting fungi (PGPF)Trichoderma spp., Penicillium spp., and Aspergillus spp.Contributes to plant growth through diverse mechanisms, including the synthesis of secondary metabolites and plant-growth-promoting substances.[31,32]
Plant growth-promoting endophytes (PGPE)Bacillus spp., Pseudomonas spp., Burkholderia spp., Micrococcus spp., Stenotrophomonas spp., and Pantoea spp.They colonise internal plant tissues and synthesise bioactive compounds, as well as growth-promoting hormones.
They induce the expression of stress response genes that promote plant growth and stress resilience.
[26]
Table 2. Summary of The Effects of Sorghum-Associated Microbiomes on Crop Productivity, Proposed Mechanisms, Key Outcomes and Limitations.
Table 2. Summary of The Effects of Sorghum-Associated Microbiomes on Crop Productivity, Proposed Mechanisms, Key Outcomes and Limitations.
Microbial GroupRepresentative TaxaStudy TypeSource of IsolateCrop TreatedTarget StressMechanism of ActionKey OutcomesKey LimitationsRef
PGPEEnterobacter spp., Klebsiella spp., Pantoea spp.Greenhouse (51 days)Sorghum roots SorghumNoneIncreased auxin production; ACC deaminase activityIncreased shoot biomass and nitrogen concentrationControlled environment; short duration (51 days); quantitative increase over control not specified.[48]
PGPERhizobium spp., Pantoea spp., Enterobacter spp., Bacillus spp.Greenhouse (3 months)Sorghum root, stem and seedsSorghumNoneIAA production; nitrogen fixation10–35% increase in shoot, root, and stem biomassShort-term greenhouse trial only[47]
PGPRAcinetobacter pittiiGreenhouse (1 month)Sorghum rhizosphere soilSorghumNoneIAA and siderophore production; P and potassium (K) solubilisationImproved morphological, physiological, and biochemical traitsControlled environment; short duration (1 month); quantitative increase over control not specified[51]
PGPEBacillus spp., Paenibacillus intermedius, A. pittiiIn vitro (7 days)Sorghum rootSorghumDrought (PEG-induced)Osmolyte (Proline accumulation); Exopolysaccharides production; IAA and GA production>20% increase in germination; >30% increase in biomassDrought stress was simulated using PEG (6000) for 7 days; Not validated in planta.[56]
PGPRBacillus spp.Greenhouse (47 days)Field-grown sorghumSorghumDroughtNot specifiedIncreased nitrogen accumulation; improved photosynthesis & transpirationControlled environment; short duration (47 days); precise mechanism not elucidated.[57]
PGPRBacillus spp.GreenhouseSorghum rhizosphere soilSorghumMoisture stressNot specifiedIncreased shoot length, root biomass, chlorophyll, proline, and sugar content.Greenhouse study only; no field validation.[54]
PGPRPseudomonas spp., Klebsiella spp., Bacillus spp., Enterobacter spp.In vitro (3 days)Sorghum farm soilSorghumWeed (Striga spp.)Hydrogen cyanide and IAA productionReduction of Striga seed germination to 0% in vitro. In vitro assay only (3 days); not tested in soil or field conditions.[58]
PGPF + PDPETrichoderma spp., Pseudomonas spp., Bacillus spp.Greenhouse + fieldSorghum rhizosphere soilSorghumBacterial wilt (Dickeya dadantii)Callose/lignin deposition; pathogen inhibition>30% disease reduction; 19–36% increase shoot length; 33–78% root biomass; ~30% yield increaseField validation limited to 2 seasons;
Field consistency unknown (2-season trial).
[53]
PGPETrichoderma asperellum, Epicoccum nigrum, Alternaria longipesGreenhouse + fieldSorghum root, stem, seedSorghumFungal pathogens (Fuariun thapsinum, Epicoccum sorghinum, Alternaria alternata, Curvularia lunata)Antifungal activity; competition; host resistance induction; siderophore production; P solubilisation.>90% increase in germination and yieldField validation limited (2 seasons, 1 location)[31]
PGPE Trichoderma spp.Greenhouse + fieldSorghum farm soilSorghumFungi (Colletotrichum graminicola)Antioxidant defence induction; root lignification>50% disease reduction; >20% yield increaseField validation limited (2 seasons, 1 location)[49]
PGPEAzospirillum, Acetobacter, TrichodermaField (90 days)Sorghum rhizosphere soilSorghumNoneEnhanced nutrient acquisition via P solubilisation~50% improved germination; increased grain yieldShort-term field trial(90 days); single location[59]
PGPRBacillus spp.Greenhouse (4 weeks)Sorghum rhizosphere soilSorghumFungi (Fusariun oxysporum)Direct competition with pathogenic fungi for root colonisation70–100% disease reduction;Greenhouse only; short duration (4 weeks).[60]
PGPRPseudomonas geniculat, Rhizobium
pusense, and Bacillus spp.
Greenhouse (8 weeks)Rhizosphere and non-rhizosphere sorghum
soil
SorghumNot applicablePhytohormone production; phosphate solubilisation>20% increase in root and shoot; 50–160% increase in photosynthetic pigment.Greenhouse only; short duration (8 weeks)[61]
PGPRNot specifiedGreenhouse (30 days)Sorghum rhizosphereSorghumNot applicablePhytohormone production; phosphate solubilisation; ACC deaminase production100% increase in germination rate.Greenhouse only; short duration (30 days); the names of the isolates was not specified.[52]
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Aina, O.; Donaldson, L. Harnessing the Sorghum Microbiome for Enhancing Crop Productivity and Food Security Towards Sustainable Agriculture in Smallholder Farming. Plants 2025, 14, 3242. https://doi.org/10.3390/plants14213242

AMA Style

Aina O, Donaldson L. Harnessing the Sorghum Microbiome for Enhancing Crop Productivity and Food Security Towards Sustainable Agriculture in Smallholder Farming. Plants. 2025; 14(21):3242. https://doi.org/10.3390/plants14213242

Chicago/Turabian Style

Aina, Omolola, and Lara Donaldson. 2025. "Harnessing the Sorghum Microbiome for Enhancing Crop Productivity and Food Security Towards Sustainable Agriculture in Smallholder Farming" Plants 14, no. 21: 3242. https://doi.org/10.3390/plants14213242

APA Style

Aina, O., & Donaldson, L. (2025). Harnessing the Sorghum Microbiome for Enhancing Crop Productivity and Food Security Towards Sustainable Agriculture in Smallholder Farming. Plants, 14(21), 3242. https://doi.org/10.3390/plants14213242

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