Rare-Actinomycetes to the Rescue

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This entry is adapted from the peer-reviewed paper 10.3390/agronomy13030666

The failure of sustainable and agricultural intensifications in saving the ecosystem/public health has caused a paradigm shift to microbiome resource engineering through sustainable approaches. As agricultural intensification systems prioritize synthetic input applications over environmental health, sustainable intensification fails to define the end point of intensification, giving room for the application of “intensification” over “sustainability” to suit farmers’ needs. The complexity of a cooperative microbiome and the uncontrollable nature of its numerous influencing parameters as well as the non-specificity associated with bioinoculant application, results in the direct utilization of agroactive compounds to obtain greater preventive efficiency.

agro-antibiotics bioeffectors plant protection fungicide

1. Introduction

Sustainable agriculture is, therefore, the best alternative to all intensification principles as long as the natural resources of sustainability are well-managed to enhance productivity ^[1]. Agro-biodiversity, which is one of the natural resources manageable for sustainable production, co-exists between plants in the external environment of flowers (anthosphere), germinated seeds (spermosphere), fruits (carposphere), at the plant tissue surface (rhizoplane or phylloplane), inner tissues (endosphere) and in the root-soil vicinity (rhizosphere). In these niches, microbes interact with plants in a beneficial and complex relationship that enhances plant resilience in times of climate, human, microbial and animal-induced stress ^[2]. The choicest nutritious matrix the rhizosphere cuts across the root and soil environment, harbouring a microbial community that is shaped by the constant root exudate supply and cooperates to render below and above-the-ground ecosystem services, even when exposed to all manner of stressors. At this matrix, myriads of microbes, mostly bacterial cells, interact to enhance plant fitness and soil health ^[3]. Co-operational activities of rhizospheric bacteria have been studied to a significant extent, and it was discovered that they could often ameliorate many of a plant’s biotic/abiotic stress factors ^[4]^[5]^[6]. For example, in a rhizobacteria study at two maize farms, it was observed that the flowering stage was dominated by Norcardioida, Micromonospora and Frankia species with genes that code for antagonism, siderophore producing capacity and pyoverdine phytohormones, all of which are function relevant for plant health. In addition, all of the bacterial players in this cooperative system have also been individually and synergistically applied outside their confine as bioinoculants, and their by-products have been applied as bioeffectors. Pseudomonas spp. and Bacillus spp. isolated from maize plants were reported to contain genomes that code for nitrogen fixation, phosphate solubilization, quorum sensing, trehalose synthesis, siderophores production, phenazine biosynthesis, daunorubicin secretion, acetoin synthesis, 1-aminocyclopropane-1-carboxylate deaminase activity, stress-reducing and disease control functionalities. These bioeffectors include acids/gases, enzymes, siderophores, phytohormones, exopolysaccharides, osmolytes, volatile organic compounds and antibiotics ^[7]. They are more specific in action, and priorities have been given to some bacterial genera, such as Bacillus spp., Pseudomonas spp. and Streptomyces spp., as a source, in ensuring sustainable plant health ^[8], with less focus on the non-Streptomycetes class. For example, rhizobacteria (Bacillus and Pseudomonas strains) isolated from maize and soybean have been reported to elicit auxin, hydrogen cyanide and ammonia synthesis, antifungal activity, tolerance to abiotic stressors and phosphate solubilization ^[9]. They promote plant health through the inactivation of virulence factors, inducing plant defense mechanisms and antibiosis, of which agro-antibiotics (also termed biopesticides) have a key role to play in all.

Without question, Actinomycetes are the greatest source of agro-antibiotics or biopesticides, notwithstanding the fact that Streptomycetes strains from the rhizosphere have been nearly exhaustively studied as direct producers or as heterologous expression chassis ^[8]. The short and large genome contig of Actinomycetes contains thousands of biosynthetic gene clusters (BGCs) coding for known/unknown agro-antibiotics. Therefore, if the well-studied Streptomycetes contain numerous types of biopesticides from non-proteinogenic amino acid, peptides, nucleosides/analogues, acyclic, cyclic esters, organic acids, carboxylic acid esters, lactones, macrolides, amides to other minor agro-antibiotics, there may be many more of these compounds in their reserve, and in the underexplored non-Streptomycetes. The non-Streptomycetes group, as a phytoprotective agent source, has been used for the production of spinosyn from Saccharopolyspora spinosa (including the spinosad and spinetoram derivatives), Saccharopolyspora pogona NRRL 30141 derived pogonins, Amycolatopsis sp. derived amidenin and dehydrosinefungin derived from Micromonospora sp. A87-16806 ^[10]. Hence, more reliable novel agro-antibiotics could be produced from this trove and applied in agricultural systems to non-detrimental boost productivity.

Recent high throughput innovations in agro-antibiotics discovery involving automated culture-independent, genomics datasets and large-scale mass spectrometry-based comparative metabolomics have been used to decrypt the conserved BGCs and accurately predict modifications as well as the exact scaffold structure. These molecular networks demonstrate bioproduct furnishing encoded by orphan BGCs in the microbiome, which have to be cloned (a highly complex and technical procedure) before product release. However, the complexity and cost-ineffective nature of these molecular networks make it necessary to settle for a non-targeted culture-dependent genometabolomics roadmap ^[11], as highlighted in Figure 1.

Figure 1. Isolation of agroactive metabolites.

2. History of Sustainable Agricultural Practices

Agricultural practices began from approximately 196,000 years ago, when our ancestors in the Neolithic revolution survived by consuming wild animals, plants and fungi (hence they were termed the nomadic hunter-food gatherers), to ~11,000 BCE as they adopted crop cultivation as well as rearing animals for food. Subsequently, in ~5000 BC, more focus was given to crop cultivation than to animal husbandry ^[12]^[13]^[14] and these ancestors began to own land. They became sedentary in villages/towns close to their fields, where they adopted diverse agricultural practices such as irrigation and tillage to improve productivity and meet their population’s needs. Agricultural development followed a unique track, and small farm holders experienced poor soil quality and a high disease burden. Adaptation to these challenges drove new agricultural practices, such as land rotation using the slash and burn principles. Over time, farmers were constrained to cultivating the same fields season after season ^[15].

As urban expansion continues to increase worldwide, land prices increase and farmland disappears. These changes provide a strong incentive to develop plants that are climate and disease resilient as well as to increase plant productivity to match the growing global population ^[16]. These ecosystem needs are partially addressed by integrating the right farm practices that enhance the interaction of living and non-living entities for adequate productivity with the concomitant provision of nutritious and safe food and environmental integrity, as well as food sovereignty ^[17]. This ecosystem approach is a sustainable one that involves recycling beneficial natural resources, decreasing superficial input utilization and diversification, as well as the amalgamation of farming systems that can build climate and disease resilience ^[16]. The specific practices addressed so far include mixed cultivars, intercropping, crop rotation, minimum tillage, groundwater table filling, different planting times, use of diverse varieties/species formed from conventional breeding coupled with participatory varietal selection ^[18], animal diversification, climate forecasting, eco-friendly pest/disease control through neem oil-based insecticide creation, compost enriched with Trichoderma, seed selection/coating to prevent pest infestation, then application of biogas slurry, mulching, green manure and liquid enriched composting to reduce crop loss. These strategies are adopted by subsistence smallholder farmers to enhance biodiversity management for efficient carbon sequestration, irrespective of the climatic condition or level of pest/disease infestation, in a cost and eco-friendly manner ^[16]. This is aimed at ensuring that all beneficial entities that stimulate plant productivity are enhanced; however, some of the practices, such as animal diversification, still promote faecal pathogens seepage into the soil.

Scientists have recently searched for means of improving crop productivity in an effort to match the persistently increasing population; this initially led to the creation of the Green Revolution, involving the utilization of synthetic fertilizers/pesticides that increased productivity at the expense of soil quality, biodiversity, food consumer’s health and the environment ^[19], these detrimental effects triggered the S.I. approach, which some scientists see as a complex illusion that fails to delineate the extent of intensification. The S.I. approach is cost ineffective, depletes natural resources, and has no definite limit of chemical input application, and hence has a resultant undefined level of environmental impact. It is a controversial concept that did not clarify which is more important, intensification and its provision of adverse environmental impacts or sustainability with its excessive land use ^[20].

With the constant increase in a global and commensurate upsurge in food insecurity, an artificial intelligence approach to agricultural development was embodied with smart multi-faced technologies. The major trade-off of these technologies is that they must be combined with an intensification input; for example, agricultural drones, having conducted a speedy/thorough health assessment, must apply synthetic pesticide or fertilizer as a corrective measure ^[21], which alters the sustainability of the holistic concept. Therefore, this yet-to-be-debated, promising tech-agricultural innovation in the twenty-first century has to be supported by a more sustainable, potent and affordable alternative agent/input that could be applied to alleviate plant stress, which is the major cause of soil infertility as well as food insecurity. Focusing on biotic stress alleviation, the application of bacterial biocontrol agents can sustainably increase productivity. Under this premise, bacterium/bacteria were pulled from a plant/soil site and utilized for crop growth promotion in another site as phytoprotectants. In addition, Actinomycetes are excellent producers of natural products due to a highly conserved genome encoding metabolites in thousand contigs, some of which have been mostly exploited for indirect plant growth promotion through plant protection during biotic stress ^[22]. Also, considering the history of Actinomycetes as the biggest producers of antibiotics, which has greatly exposed their antimicrobial potential in killing or inhibiting microbes ^[23], some of which are potential plant pathogens that have resulted to considerable loss during crop production as described in Table 1,as well as other sustainable agricultural applications.

Table 1. Roles of rare Actinomycetes in sustainable agriculture.

Rare Actinomycetes	Core Genes	Metabolites Encoded	Functionalities	Roles in Sustainable Agriculture	References
Frankia sp.	nif	Nitrogenase enzyme	Nitrogen fixation	Soil fertilization	^[24]
Tsukamurella tyrosinosolvens	pho	Phosphatase enzyme	Phosphate solubilization	Phosphate fertilization	^[25]
Amycolatopsis sp.	PR_1–1a & GLU	proteins	Systemic acquired resistance	Plant defence	^[26]
Arthrobacter sp. SD3-25	atzB, atzC & trzN	hydrolases	Atrazine & simazine pesticide biodegradation	Soil fertility and Bioaugmentation	^[27]
	mbtH, fagD	protein	Siderophores biosynthesis	Plant defence and Iron fertilization	^[28]
Tsukamurella tyrosinosolvens	febB, febD, yqjH, hpaC	Transport proteins	Biosynthesis of iron transporter	Plant defence and growth	^[25]
	atzF argG argH	Hydrolase Arginine succinate synthase Arginine succinate lyase	Urea degradation	Ammonia and amino acids biosynthesis for growth	^[28]
Saccharothrix sp.	SacA,B,C,E	Polyketide synthase	Saccharochelins A–E biosynthesis	Phytoprotection	^[29]
Amycolatopsis sp.	asrR	Type III glycopeptide	Ristomycin	Phytoprotection	^[30]
Nocardiopsis alba BH35	Crude filtrate	Protein	Antifungal metabolites	Phytoprotection	^[31]
Rhodococcus ruber C₁	dmpP	Phenol hydroxylase	Phenol degradation	Biodegradation	^[32]
Rhodococcus sp. ANT_H53B	crtP,M,N,Nc	Diapolycopene Oxygenase, dehydrosqualene synthase & other enzymes	C₃ apocarotenoid biosynthesis	Phytoprotection and enhancement	^[33]
Saccharothrix yanglingensis Hhs.015	Elicitor PeSy1	Protein	Induce plant resistance	Plant defense against Pseudomonas syringae pv. tomato DC3000	^[34]
	Chi6769	Protein	Chitinase biosynthesis	Phytoprotection	^[35]
Saccharopolyspora sp.	arsG	Arsenate reductase	Arsenic removal	Arsenic biocleansing	^[36]

3. Rare Actinomycetes to the Rescue

Actinomycetes and/or their agroactive innovations are a safe method of ameliorating biotic stress by producing chemicals with disease-suppressive activity in diverse plant structures without distorting the external environment, ensuring rapid biodegradation (with co-current optimization of nutrient use efficiency), providing no possible genetic transfer, delivering all soil and plant ecological enterprise as well as creating rhizosphere microbial community balance through their natural selectivity ^[37]. Actinomycetes have been reported to produce ~10,000 (i.e., 45%) of ~23,000 metabolites released by microorganisms, and 20–30% of the 10,000 compounds are derived from non-Streptomycetes or rare Actinomycetes; hence, these groups have been underutilized. Consequently, the attention of researchers is now directed towards the use of non-Streptomycetes or rare Actinomycetes such as Micromonospora, Streptosporangium, Microbispora/Streptoverticillium, Saccharomonospora and Norcadia species as crop protective tools (based on their antibiosis and growth promotion activities); other genera include Actinokineospora, Actinomadura, Allostreptomyces, Amycolatopsis, Dactylosporangium, Kutzneria, Lechevalieria, Microbacterium species ^[38], with 70–80% yet to be identified. A metagenomics study was conducted on mineral soils in a dry valley, with the discovery of multiple uncultured Pseudonocardia and Nocardioides species. In addition, several agroactive effectors have been commercially produced from Streptomyces sp., with a large spectrum of action against plant diseases, and these treatments are reported to reduce plant disease severity by 95%. These microbial-based agroactive effectors have also been reported to act as enhancers of nutritional and functional quality as well as to increase the yields of fruits and vegetables ^[39]. These effectors can be used directly in a sustainable manner, with the benefits shown schematically in Figure 2, to control the upsurge in global plant pest/disease burden and enhance crop productivity.

Figure 2. Characteristics of agricultural systems applied for ensuring disease resilience.

4. Agro-Antibiotics Encoded by Biosynthetic Gene Clusters (BGCs) in Actinomycetes

Actinomycetes are Gram-positive, filamentous cocci, prokaryotic organisms that are 1–2 μm in diameter and respire both aerobically and anaerobically. They are abundant in many soils (often 10⁶–10⁸ cells/g), marine environments (5–40 Cfu/mL) and desert soil habitats and are known producers of a large number of different metabolites. Actinomycetes are a hub of known and unknown bio-products.

The biosynthetic gene cluster sequences encode diverse proteinic and non-proteinic enzymes disbursed in modular frames forming diverse BGC types, which include: PKSs (polyketide synthetases), NRPS (non-ribosomal peptides synthetases) and hybrid-PKS-NRPS in assembly lines. Most of the bio-products for crop protection, such as avermectin and its derivatives, milbemycin, meilingmycin, spinosyn and its derivatives, pogonin, polynactin, herboxidiene, sannastatin, coelimycin P1, actinorhodin, rubiginone D2, juniperolide A, tetramycin, antimycin, nemadectin and actinospene, among others, are synthesized from PKS assembling lines, with a few NRPS and hybrid derived products ^[40]. Hybrid and NRPS-derived phytoprotective bioproducts are yet to be produced, mostly silent under in vitro studies, requiring planta discovery with metagenomics accompanied heterologous expression of their biosynthetic genes in suitable chassis for reproducibility ^[41]. The gene cluster sequences encode diverse modules of complex PKSs (polyketide synthetases), NRPS (non-ribosomal peptides synthetases) and hybrid-(i.e. PKS-NRPS) in assembly lines. These enzymes aid the transfer of a series of monomer units to appropriate linear oligomers until the formation of a known or orphaned product ^[42]. The biosynthetic genes consist of core codifying genes and regulatory long operon/promoter genes that either inhibit or promote core gene expression under the influence of a changing environment. The genes of PKS, NRPS and hybrid assembly lines have been characterized, which confirmed that such genetic design is in clusters that should facilitate their complete pathway cloning ^[43].

In fact, several studies have revealed the cloning of multiple copies of biosynthetic genes to optimize metabolite production, the swapping of PKS genes of closely related species or classes to enhance the spectrum of metabolites produced and the shuffling of genes in diverse rounds through the physical/chemical mutation of Actinomycete genomes to ensure phytoprotection. These manipulations have led to the innovation of new derivatives of avermectin, spinosyn and novel erythromycin ^[37]. Metabolites characterized by these organisms have been used in pharmaceutical industries as antibiotics as well as in agricultural sectors as biopesticides or agro-antibiotics. Agro-antibiotic compounds are produced in low doses by a microorganism against other organisms; they are specific in action, self-propagating, less prone to resistance, compatible with irrigation activities, mostly biodegradable, have preventive or killing control and are not crop-specific, and the producer possesses a transgene that makes the producing organism resistant to the by-product they exude. From a site-specific agro-antibiotic, other derivatives with a wider spectrum of action can be obtained by genetic or synthetic modifications. For example, synergistic activity is seen in the combination of spinosyn A and D to form spinosad with a wider spectrum of action against thrips, armyworms, codling moths, cutworms, leafminers, mosquitoes, ants, fruit flies, spider mites and other varieties of pests ^[44]. Numerous compounds or formulations have been derived from Bacillus, Pseudomonas and Trichoderma species ^[45]. Presently, the global market for agro-antibiotics is expected to grow to USD 4.5 billion, with 60% of the compounds coming from Actinomycetes (Streptomycetes).

It is worth noting that Actinomycetes have a large number of BGCs that are uncharacterized or conserved; the genome is made up of repeats, functional domains and genome assembly lines connected to make diverse metabolites scaffold ^[46]. Hence, studies have revealed the presence of large numbers of cryptic compounds in Actinomycetes, which could only be decoded if constantly characterized; perhaps this is the reason why it seems Streptomycetes compounds encode more than their non-Streptomycete counterparts. For instance, a study conducted on Streptomyces-derived biopesticides reflected more than 100 compounds from about twelve classes of bioherbicides ^[10]. It is, therefore, imperative to decrypt these silent metabolites to resolve disease burden in a more sustainable manner, focusing on non-Streptomycetes.

Furthermore, outside the PKS, NRPS and hybrid pathways that are chiefly responsible for secondary metabolite production at the stationary or death phase of Actinomycetes growth, other pathways that are implicated in biosynthesis include β-lactam, oligosaccharides synthesis and Shikimate pathways ^[47]. Biopesticide classifications based on target pest are grouped into acaricides (target mites), fungicides (target fungal specific processes), bactericides (target bacterial specific processes), herbicides (target plant-specific processes), larvicides (affect insect larva), nematicides (affects roundworms), termiticides (target termites) and ovicides (affect insect eggs). However, based on existing agro-antibiotics, they can be grouped basedon their agroactive efficacy, as elaborated below.

4.1. Herbicidal Agents

Weeds have globally resulted in an estimated 34% annual loss in crop yield through their adverse competition for crop resources; bioherbicide application is the best eco-friendly remedy. Bioherbicides are weed target compounds of less than 500 molecular weight sizes with low toxicity in active doses to the ecosystem and have enhanced their relevance as a biointensive integrated weed control agents for agricultural development. These agents can be peptides, amino acids, organic acids, amides, carboxylic acid esters, lactones, macrolides, nucleosides and analogues that inhibit root elongation and ethylene synthesis; they can inhibit photosynthesis systems ^[48], root and shoot elongation, amino acid, cellulose, glycan, nucleic acid and de novo fatty acid biosynthesis in plants. Large numbers of Streptomycete herbicides have been derived, with only sparse studies on rare Actinomycetes. Some rare Actinomycete-derived herbicides include patented maiden/derivatives from an Amycolatopsis sp. strain in Japan, which is used to reduce sulfonylurea herbicide application in rice farms; carbocyclic coformycin from Saccharothrix sp., which disrupted the ATP pool in plant cells; Actinoplanes sp.-derived formycin A & B with a broad spectrum of post/pre-emergence herbicidal activity against monocot weeds and grasses; thiolactomycin from Nocardia sp.; Micromonospora sp. A87-16806-derived patented dehydrosinefungin herbicides and Actinomadura madurae-derived ribofuranosyl triazolone, which is active against weeds and grasses ^[10].

4.2. Insecticidal/Acaricidal Agents

The environmental and public health impacts of synthetic pesticides have stimulated the development of microbially produced compounds against insects and mites. The application of agro-antibiotics such as avermectins and emamectin from rare Actinomycetes as both acaricidal/insecticidal activity operates through the activation of the nerve endings of insects and mites to extend the duration of the opening of GABA (gamma-aminobutyric acid)—gated Cl ion channel abnormally, resulting in the release of chloride ions and GABA, which highly polarizes the nerve membrane potential, blocking the electrical nerve conduction. This stimulates symptoms such as moulting, disturbance in water balance, metamorphosis and reproductive developments, with no cross-contamination ^[48]. Spinosyn A & D families, a 21-carbon tetracyclic macrolide produced by Saccharopolyspora spinosa, is an active neonicotinoid insecticide that is active against some species of Coleoptera/Orthoptera as well as Thysanoptera, Diptera and Lepidoptera, with little or no effect on non-targeted insects or mammals. Asides from acting on GABA receptors, they activate nicotinic acetylcholine receptors, which results in nervous system excitation, involuntary muscle contractions, tremor and paralysis. A second-generation spinosyn product called spinetoram (a semisynthetic natural pesticide), with a broader insecticidal spectrum with a more favourable toxicity profile in mammals and in the environment, has also been created ^[37], along with Saccharopolyspora pogona NRRL 30141-derived pogonin (21-butenyl-spinosyns), which possesses the same spectrum of action as spinetoram against sucking insects such as cotton aphids and tobacco budworms ^[49]. In addition, Actinomycetes enzymes chitinase can regulate the process of chitin formation in insect mites and pests by disrupting the N-acetyl-D-glucosamine chitin chain at the β-1,4-linkage between monomeric subunits; this affects insect feeding, digestion, nutrient utilization and growth, and also indirectly causes deformities ^[37].

4.3. Anti-Phytopathogenic Agents

In smallholding farms from which the major food supply is derived, insects, pathogens, weeds and mites are the main threat to food security worldwide ^[50]. Pre-harvest fungal pathogens of the most significant cash crops, such as maize, as well as oil crops such as sunflower, include species of Aspergillus, Fusarium and Cercospora zeae-maydis. In addition, Sclerotinia sclerotiorum is highly pathogenic towards sunflower plants and acts by causing head and stalk rot. The crop resistance to these fungi by rhizosphere microbiome activities has encouraged scientists to utilize their agroactive metabolite resources for biointensive pest management. To this end, several antifungal agro-antibiotics have been elucidated from Streptomycetes—the most studied Actinomycetes. A recent analysis of the rare Actinomycetes has identified echinosporin and 7-deoxyechinosporin from Amycolatopsis sp. YIM PH20520 derived from the rhizosphere of Panax notoginseng, which displayed a high level of antifungal activity against root rot pathogens of Panax notoginseng ^[51]. Once a fungicide-exuding strain has been selected, several innovative approaches could be applied to its productivity and efficacy. Such approaches have been utilized on the highly overhauled Streptomycetes group to enhance fungicide yield and activity and activate the expression of more silent clusters. Actinomycete biosynthetic gene clusters are so malleable that sophisticated technical approaches such as heterogeneous gene transfer, overexpression of a specific gene in a mutant strain, the deletion or disruption of insignificant genes and the replacement of PKS genes of a target compound with another gene can bring about a variety of enhancements. These strategies are highly technical and expensive to achieve; however, less expensive approaches have been applied to Streptomyces species with positive results. These classical approaches involve agro-antibiotics supplementations of fermentation medium as well as an untargeted physical/chemical mutagenesis approach applied to express new or more active analogues from candidate strains ^[38]^[52].

Some antimicrobial metabolites were released by Actinomycetes, which were active against plant viruses. For example, Actinomycete-derived ε-poly-lysine was active against tobacco mosaic virus by acting as a curative and protective agent. In addition, with a minimum inhibitory concentration of 0.2 µg/mL–15.6 µg/mL, Actinomycete-derived munumbicins A–D was potent against the bacterium Pseudomonas syringae ^[53].

References

Kayembe, C.; Nel, D. Challenges and opportunities for education in the Fourth Industrial Revolution. Afr. J. Public Aff. 2019, 11, 79–94.
Santos, L.F.; Olivares, F.L. Plant microbiome structure and benefits for sustainable agriculture. Curr. Plant Biol. 2021, 26, 100198.
Glick, B.R.; Gamalero, E. Recent developments in the study of plant microbiomes. Microorganisms 2021, 9, 1533.
Adeleke, B.S.; Babalola, O.O.; Glick, B.R. Plant growth-promoting root-colonizing bacterial endophytes. Rhizosphere 2021, 20, 100433–100445.
Santoyo, G.; Guzmán-Guzmán, P.; Parra-Cota, F.I.; Santos-Villalobos, S.D.L.; Orozco-Mosqueda, M.D.C.; Glick, B.R. Plant growth stimulation by microbial consortia. Agronomy 2021, 11, 219.
Santoyo, G.; Gamalero, E.; Glick, B.R. Mycorrhizal-bacterial amelioration of plant abiotic and biotic stress. Front. Sustain. Food Syst. 2021, 5, 672881.
Akinola, S.A.; Ayangbenro, A.S.; Babalola, O.O. The diverse functional genes of maize rhizosphere microbiota assessed using shotgun metagenomics. J. Sci. Food Agric. 2021, 101, 3193–3201.
Babalola, O.O.; Kirby, B.M.; Le Roes-Hill, M.; Cook, A.E.; Cary, S.C.; Burton, S.G.; Cowan, D.A. Phylogenetic analysis of actinobacterial populations associated with Antarctic Dry Valley mineral soils. Environ. Microbiol. 2009, 11, 566–576.
Seenivasagan, R.; Babalola, O.O. Utilization of microbial consortia as biofertilizers and biopesticides for the production of feasible agricultural product. Biology 2021, 10, 1111.
Shi, L.; Wu, Z.; Zhang, Y.; Zhang, Z.; Fang, W.; Wang, Y.; Wan, Z.; Wang, K.; Ke, S. Herbicidal secondary metabolites from Actinomycetes: Structure diversity, modes of action, and their roles in the development of herbicides. J. Agric. Food Chem. 2019, 68, 17–32.
Lee, N.; Hwang, S.; Kim, J.; Cho, S.; Palsson, B.; Cho, B.K. Mini review: Genome mining approaches for the identification of secondary metabolite biosynthetic gene clusters in Streptomyces. Comput. Struct. Biotechnol. J. 2020, 18, 1548–1556.
Diamond, J. Evolution, consequences and future of plant and animal domestication. Nature 2002, 418, 700–707.
Raubenheimer, D.; Rothman, J.M.; Pontzer, H.; Simpson, S.J. Macronutrient contributions of insects to the diets of hunter–gatherers: A geometric analysis. J. Hum. Evol. 2014, 71, 70–76.
Vasey, D.E. An Ecological History of Agriculture 10000 Bc-Ad 10000; Purdue University Press: West Lafayette, IN, USA, 2002.
Cilliers, J. The Future of Africa: Challenges and Opportunities; Springer Nature: Berlin/Heidelberg, Germany, 2021.
Sinclair, F.; Wezel, A.; Mbow, C.; Chomba, S.; Robiglio, V.; Harrison, R. The Contribution of Agroecological Approaches to Realizing Climate-Resilient Agriculture; GCA: Rotterdam, The Netherlands, 2019.
Sinclair, F.L.; Rosenstock, T.S.; Gitz, V.; Wollenberg, L. Agroforestry to Diversify Farms and Enhance Resilience. In 10 Best Bet Innovations for Adaptation in Agriculture: A Supplement to the UNFCCC NAP; CGIAR Research Program on Climate Change, Agriculture and Food Security (CCAFS): Wageningen, The Netherlands, 2017; pp. 14–19.
Tiwari, T.P.; Brook, R.M.; Wagstaff, P.; Sinclair, F.L. Effects of light environment on maize in hillside agroforestry systems of Nepal. Food Secur. 2012, 4, 103–114.
Kong, Z.; Hart, M.; Liu, H. Paving the way from the lab to the field: Using synthetic microbial consortia to produce high-quality crops. Front. Plant Sci. 2018, 9, 1467–1472.
Mahon, N.; Crute, I.; Di Bonito, M.; Simmons, E.A.; Islam, M.M. Towards a broad-based and holistic framework of Sustainable Intensification indicators. Land Use Policy 2018, 77, 576–597.
Talaviya, T.; Shah, D.; Patel, N.; Yagnik, H.; Shah, M. Implementation of artificial intelligence in agriculture for optimisation of irrigation and application of pesticides and herbicides. Artif. Intell. Agric. 2020, 4, 58–73.
Chukwuneme, C.F.; Babalola, O.O.; Kutu, F.R.; Ojuederie, O.B. Characterization of actinomycetes isolates for plant growth promoting traits and their effects on drought tolerance in maize. J. Plant Interact. 2020, 15, 93–105.
Hutchings, M.I.; Truman, A.W.; Wilkinson, B. Antibiotics: Past, present and future. Curr. Opin. Microbiol. 2019, 51, 72–80.
Shanthi, V. Actinomycetes: Implications and Prospects in Sustainable Agriculture. In Biofertilizers: Study and Impact; Wiley: Hoboken, NJ, USA, 2021; pp. 335–370.
Zhang, H.; Han, L.; Jiang, B.; Long, C. Identification of a phosphorus-solubilizing Tsukamurella tyrosinosolvens strain and its effect on the bacterial diversity of the rhizosphere soil of peanuts growth-promoting. World J. Microbiol. Biotechnol. 2021, 37, 109.
Alipour Kafi, S.; Karimi, E.; Akhlaghi Motlagh, M.; Amini, Z.; Mohammadi, A.; Sadeghi, A. Isolation and identification of Amycolatopsis sp. strain 1119 with potential to improve cucumber fruit yield and induce plant defense responses in commercial greenhouse. Plant Soil 2021, 468, 125–145.
Mawang, C.I.; Azman, A.S.; Fuad, A.S.M.; Ahamad, M. Actinobacteria: An eco-friendly and promising technology for the bioaugmentation of contaminants. Biotechnol. Rep. 2021, 32, e00679.
Jiang, B.; Long, C.; Xu, Y.; Han, L. Molecular mechanism of Tsukamurella tyrosinosolvens strain P9 in response to root exudates of peanut. Arch. Microbiol. 2023, 205, 48.
Shen, Q.; Dai, G.; Li, A.; Liu, Y.; Zhong, G.; Li, X.; Ren, X.; Sui, H.; Fu, J.; Jiao, N.; et al. Genome-Guided Discovery of Highly Oxygenated Aromatic Polyketides, Saccharothrixins D–M, from the Rare Marine Actinomycete Saccharothrix sp. D09. J. Nat. Prod. 2021, 84, 2875–2884.
Liu, K.; Hu, X.R.; Zhao, L.X.; Wang, Y.; Deng, Z.; Tao, M. Enhancing ristomycin a production by overexpression of ParB-like StrR family regulators controlling the biosynthesis genes. Appl. Environ. Microbiol. 2021, 87, e01066-21.
Lu, Y.; Wang, N.; He, J.; Li, Y.; Gao, X.; Huang, L.; Yan, X. Expression and characterization of a novel chitinase with antifungal activity from a rare actinomycete, Saccharothrix yanglingensis Hhs. 015. Protein Expr. Purif. 2018, 143, 45–51.
Zhao, T.; Gao, Y.; Yu, T.; Zhang, Y.; Zhang, Z.; Zhang, L.; Zhang, L. Biodegradation of phenol by a highly tolerant strain Rhodococcus ruber C1: Biochemical characterization and comparative genome analysis. Ecotoxicol. Environ. Saf. 2021, 208, 111709.
Styczynski, M.; Rogowska, A.; Gieczewska, K.; Garstka, M.; Szakiel, A.; Dziewit, L. Genome-based insights into the production of carotenoids by Antarctic bacteria, Planococcus sp. ANT_H30 and Rhodococcus sp. ANT_H53B. Molecules 2020, 25, 4357.
Su, Y.S.; Cheng, M.J.; Wu, M.D.; Chai, C.Y.; Kwan, A.L.; Su, S.H.; Kuo, Y.H. Chemical Constituents from a Mangrove-Derived Actinobacteria Isoptericola chiayiensis BCRC 16888 and Evaluation of Their Anti-NO Activity. Chem. Biodivers. 2021, 18, e2100211.
Nouioui, I.; Ha, S.M.; Baek, I.; Chun, J.; Goodfellow, M. Genome insights into the pharmaceutical and plant growth promoting features of the novel species Nocardia alni sp. nov. BMC Genom. 2022, 23, 70.
Saygin, H.; Ay, H.; Guven, K.; Inan-Bektas, K.; Cetin, D.; Sahin, N. Saccharopolyspora karakumensis sp. nov., Saccharopolyspora elongata sp. nov., Saccharopolyspora aridisoli sp. nov., Saccharopolyspora terrae sp. nov. and their biotechnological potential revealed by genome analysis. Syst. Appl. Microbiol. 2021, 44, 126270.
Subbanna, A.R.N.S.; Stanley, J.; Rajasekhara, H.; Mishra, K.K.; Pattanayak, A.; Bhowmick, R. Perspectives of Microbial Metabolites as Pesticides in Agricultural Pest Management. In Co-Evolution of Secondary Metabolites; Springer: Cham, Switzerland; Midtown Manhattan, NY, USA, 2020; pp. 925–952.
Wang, K.; Ke, S.; Fang, W.; Wu, Z.; Zhang, Y. Novel Agroactive Secondary Metabolites from Actinomycetes in the Past Two Decades with Focus on Screening Strategies and Discovery. In Natural Products from Actinomycetes; Springer: Gateway East, Singapore, 2022; pp. 199–221.
Soppelsa, S.; Kelderer, M.; Casera, C.; Bassi, M.; Robatscher, P.; Andreotti, C. Use of biostimulants for organic apple production: Effects on tree growth, yield, and fruit quality at harvest and during storage. Front. Plant Sci. 2018, 9, 1342–1359.
Li, S.; Yang, B.; Tan, G.Y.; Ouyang, L.M.; Qiu, S.; Wang, W.; Xiang, W.; Zhang, L. Polyketide pesticides from actinomycetes. Curr. Opin. Biotechnol. 2021, 69, 299–307.
Myronovskyi, M.; Rosenkränzer, B.; Stierhof, M.; Petzke, L.; Seiser, T.; Luzhetskyy, A. Identification and heterologous expression of the albucidin gene cluster from the marine strain Streptomyces albus subsp. chlorinus NRRL B-24108. Microorganisms 2020, 8, 237.
Lukoseviciute, L.; Lebedeva, J.; Kuisiene, N. Diversity of polyketide synthases and nonribosomal peptide synthetases revealed through metagenomic analysis of a deep oligotrophic cave. Microb. Ecol. 2021, 81, 110–121.
Bozhüyük, K.A.; Micklefield, J.; Wilkinson, B. Engineering enzymatic assembly lines to produce new antibiotics. Curr. Opin. Microbiol. 2019, 51, 88–96.
Dong, X.; Lv, L.; Wang, W.; Liu, Y.; Yin, C.; Xu, Q.; Yan, H.; Fu, J.; Liu, X. Differences in distribution of potassium-solubilizing bacteria in forest and plantation soils in Myanmar. Int. J. Environ. Res. Public Health 2019, 16, 700.
Adeniji, A.A.; Babalola, O.O. Evaluation of Pseudomonas fulva PS9. 1 and Bacillus velezensis NWUMFkBS10. 5 as Candidate Plant Growth Promoters during Maize-Fusarium Interaction. Plants 2022, 11, 324.
El-Gawahergy, H.; Amin, D.H.; Elsayed, A.F. Mining for NRPS and PKS Genes in Actinobacteria Using Whole-Genome Sequencing and Bioinformatic Tools. In Natural Products from Actinomycetes: Diversity, Ecology and Drug Discovery; Springer: Gateway East, Singapore, 2022; pp. 393–410.
Harir, M.; Bendif, H.; Bellahcene, M.; Fortas, Z.; Pogni, R. Streptomyces Secondary Metabolites. In Basic Biology and Applications of Actinobacteria; IntechOpen: London, UK, 2018; pp. 99–122.
Liu, X.; Cao, A.; Yan, D.; Ouyang, C.; Wang, Q.; Li, Y. Overview of mechanisms and uses of biopesticides. Int. J. Pest Manag. 2021, 67, 65–72.
Hu, J.; Xia, Z.; Shuai, L.; Chen, J.; Zhu, Z.; Cao, L.; Xie, J.; Dai, Z.; Hu, Y.; Huang, W.; et al. Effect of pII key nitrogen regulatory gene on strain growth and butenyl-spinosyn biosynthesis in Saccharopolyspora pogona. Appl. Microbiol. Biotechnol. 2022, 106, 3081–3091.
Savary, S.; Willocquet, L.; Pethybridge, S.J.; Esker, P.; McRoberts, N.; Nelson, A. The global burden of pathogens and pests on major food crops. Nat. Ecol. Evol. 2019, 3, 430–439.
Xu, X.; Han, L.; Zhao, L.; Chen, X.; Miao, C.; Hu, L.; Huang, X.; Chen, Y.; Li, Y. Echinosporin antibiotics isolated from Amycolatopsis strain and their antifungal activity against root-rot pathogens of the Panax notoginseng. Folia Microbiol. 2019, 64, 171–175.
Fei, C.; She, R.; Li, G.; Zhang, L.; Fan, W.; Xia, S.; Xue, F. Safety and clinical efficacy of tenvermectin, a novel antiparasitic 16-membered macrocyclic lactone antibiotics. Eur. J. Pharm. Sci. 2018, 117, 154–160.
Chen, X.; Hu, L.F.; Huang, X.S.; Zhao, L.X.; Miao, C.P.; Chen, Y.W.; Xu, L.H.; Han, L.; Li, Y.Q. Isolation and characterization of new phenazine metabolites with antifungal activity against root-rot pathogens of Panax notoginseng from Streptomyces. J. Agric. Food Chem. 2019, 67, 11403–11407.

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Contributors MDPI registered users' name will be linked to their SciProfiles pages. To register with us, please refer to https://encyclopedia.pub/register :

Oghoye P. Oyedoh

Wei Yang

Dharumadurai Dhanasekaran

Gustavo Santoyo

Bernard R. Glick

Olubukola O. Babalola

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Update Date: 26 Jan 2024

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