Open access peer-reviewed chapter

Microbiological Control: A New Age of Maize Production

Written By

Damilola Omobowale Seyi-Amole and Abiodun A. Onilude

Submitted: 12 March 2021 Reviewed: 29 March 2021 Published: 23 July 2021

DOI: 10.5772/intechopen.97464

From the Edited Volume

Cereal Grains - Volume 2

Edited by Aakash Kumar Goyal

Chapter metrics overview

616 Chapter Downloads

View Full Metrics

Abstract

Maize is one of the world’s most widely grown and consumed cereal. It is known for its multipurpose use; it provides food and fuel to humans, feeds to animals and used as raw material in manufacturing industries. Globally, maize production is a large and significant market which produced 1,116.41 million tons in year 2020 and it’s expected to increase by 1.57% in year 2021. Pests and disease of maize cause significant damage to maize thereby reducing its’s yield and quality. There are many methods of controlling maize disease and pests; they include cultural, biological and chemical methods etc. Recent research studies have discovered an alternative agricultural practices that are sustainable and safe as compared to chemical control of pests and disease. However, biological control has gained large acceptance and its believed to yield positive outcome as compared to chemical control. Various microorganisms are used to control pathogens of maize and thus, there is a need to understand better their interactions with plants. Furthermore, microorganism known as entomopathogens are used to control arthropods. They are biopesticides that play integral role in Pest Management. This section focuses on microbiological control of pathogens and arthropods, their mechanisms of action, applications and the future of entomopathogenic microorganisms and microbiological control of pathogens.

Keywords

  • maize
  • pathogens
  • pests
  • microbiological control
  • entomopathogens

1. Introduction

Corn, also referred to as Maize, Zea mays, is an annual grass in the family Poaceae and is the third most widely grown cereal after wheat and rice throughout the world [1]. It is a staple food crop which has a total production of 1.09 billion metric tons achieved in 2018/2019, [2] and still a vital source of energy and protein in humans’ diet and animals, hence ensuring food security globally [3]. The United States was recorded to be the largest corn producer in the world with an estimated volume of 345 million metric tons in 2019/20 which is approximately one third of corn produced globally. In that year, China and Brazil were the next top corn producing countries after the United States [4].

The origin of corn is quite unknown but history revealed that corn was first domesticated in Mexico’s Tehuacan Valley. There are several types of corn which include sweet corn, popcorn, pod corn, flint corn, flour corn, waxy corn and dent corn. In the United States corn is known to be an important crop and in the past few years, the country’s corn farmers experienced constant increases in annual revenues [4].

However, during preharvest and postharvest operations, insect pests and microorganisms attack maize, thereby reducing both the qualitative and quantitative value of maize [5]. In addition to the reduction of production yield, some pathogens produce toxins that are detrimental to both man and animals’ health, they also reduce the nutritive value of maize and thus negatively impacting world food security [6]. A vast number of pathogenic microorganisms (fungi, bacteria, virus) and insects damage maize grains and plant; leading to worldwide annual losses of 9.4%. Insects are known to the the most important cause of deterioration and low yield of maize followed by fungi [7, 8]. Maize pests happens to be one of the major challenges of growing maize and some of the major threat to maize mainly include insect pests (stalk borers and armyworms) and soil pests (wireworms and rootworms). The damaged caused by the western corn rootworm (Diabrotica virgifera virgifera) in Europe and in USA is estimated to be more than $1 billion annually [9]. Roberts et al. [10] also reported the annual losses attributed to plant diseases to be about 40 billion dollars worldwide either directly or indirectly.

There are three significant and most noxious soil-borne pathogens that infest maize in the field namely; Fusarium species, Rhizoctonia spp. and Verticillium spp. [11, 12]. Furthermore, three fungal pathogens that are mostly found in stored grains are Aspergillus spp., Penicillium spp., Fusarium spp. [13, 14] and some xerophytic species, a number of them are known to produce toxins that causes adverse health problems including death [14, 15, 16]. The control of these microorganisms are difficult to quell due to their ability to utilize various infection modes to overcome maize immune system, possession of important structures for pathogenesis that are resistance to adverse conditions and the development of some resistance genes that ae understudied [17]. Over the years, pests and diseases management have depended majorly on the use of pesticides and agricultural practices such as crop rotation and irrigation for control of pests and diseases [18, 19]. However, the potency and environmental concerns such as its possibility of destroying beneficial microorganism and insects that promote plant growth and health, bioaccumulation of the chemicals on crops and their harvest, as well as pathogen resistance to some pesticides, have encouraged the pursuit for an alternative that is ecofriendly, less expensive, more sustainable in the management of pests and diseases [20, 21]. Amidst these alternatives, biological control method seems to be the preferable and acceptable option. Biological control using microorganism is an important tool for controlling and managing plant pests and diseases in sustainable agriculture [22].

Microbial biological control agents (MBCAs) are applied to crops for biological control of plant pathogens, they use various modes of action. Their mode of action may include nutrient competition, antagonist relationship (hyperparasitism and antibiosis) against the pathogen or by inducing resistance or priming plants without any direct interaction with the targeted pathogen [23]. In addition to using microorganism as biocontrol of pathogens, microorganisms known as entomopathogens are used in the control arthropods such as insects, mites, and ticks that infest and deteriorate maize. Diverse species of bacteria, fungi, nematodes, and viruses are used in pest management. The use of entomopathogens as biopesticides in pest management is referred to as microbial control, which can be an integral part of integrated pest management (IPM) [24].

In rhizosphere of plants, microorganisms do interact and display different associations, some may be mutualistic, commensal or even pathogenic [25, 26, 27]. Interestingly, maize’ rhizosphere contains some specific microorganisms that are beneficial to its growth [28, 29]. Positive interactions in rhizospheres are known to be of importance all through the plant’s life-cycle [30]. In recent years, there have been an increased interest on the issue of inoculating rhizobacteria into the agricultural soil because they are known to increase productivity and quality of agriculturally important crops and help to the stabilize agroecosystems [31]. Inoculation of maize with various plant growth-promoting rhizobacteria (PGPR) strains, however could result in significant increases in plant biomass, root and shoot length and uptake of essential plant nutrients. The use of plant growth-promoting rhizobacteria (PGPR) is a promising alternative method to external chemical inputs to improve crop yield in sustainable agricultural systems [32]. PGPR’s modes of action include nutrient uptake, stress protection, induced resistance and plant growth promotion by production of phytohormones [33, 34, 35].

With respect to the severe maize’ annual losses, and threat to food security caused by pathogens and insect pests, thus the need for Microbiological control methods to minimize losses caused by pathogens and insect pests. This scope of this chapter concentrates on the use of microbiological agents; an alternative, safe, less toxic, and less disruptive method of controlling the growth and development of pathogens and insect pests of maize, and optimizing maize production.

Advertisement

2. Maize

2.1 Maize production

Maize is known to be one of the world’s most important cereal crops. It has a wide genetic diversity and diverse uses which accounts for its cultivation in a vast range of agro-ecological environments. Apart from the consumption of maize by man and animals, maize is also used to produce corn ethanol and other maize products, such as corn starch and corn syrup [36].

Andean countries of South America, Mexico, Central America and the Caribbean, Africa and South and Southeast Asia are known to consume maize as human food much higher than half of its maize production. Interestingly, maize accounts for at least 15 percent of the total calories daily intake in almost all the countries in Africa and Latin America. The economy of the developed and developing countries is significantly impacted by maize production [37]. The world market has recorded an enormous growth in maize production in the most especially in countries with temperate environment where hybrids and high yielding agronomic practices are used. The main maize exporters are: United States, Argentina, France, China P.R., Hungary, Canada, South Africa. China is a relatively new exporter being the main suppliers of Asian neighbor countries. There was a prediction for developing countries by Ortiz et al. [13] that there will be a growing demand for maize alone as food to increase by around 1.3% per annum until 2020. Furthermore, another prediction by Rosegrant et al. [38] stated a double demand for maize by 2050 in the developing world, and maize is predicted to become the crop with the greatest production globally, and in the developing world by 2025.

2.2 Maize losses

Abiotic and Biotic factors (pests, pathogens and weeds) significantly contribute to grain loses and thus affects food supply. About one-third of potential crop yield is lost to pre-harvest pests, pathogens and weeds [39]. Coupled with pre-harvest losses, the losses occurring during transport, pre-processing, storage, processing, packaging, marketing and plate waste are also important. An average of 35% of potential crop yield is lost to pre-harvest pests worldwide [40].

There are different number of ways pests reduce crops productivity; their effects include, stand reducers (damping-off pathogens), photosynthetic rate reducers (fungi, bacteria, viruses), leaf senescence accelerators (pathogens), light stealers (weeds, some pathogens), assimilate sappers (nematodes, pathogens, sucking arthropods), and tissue consumers (chewing animals, necrotrophic pathogens) [41].

Post-harvest loss occurs between harvest and consumptions. The major physiological, physical and environmental causes of post-harvest losses are high crop perishability; mechanical damage; excessive exposure to high ambient temperature, relative humidity and rain; contamination by spoilage fungal and bacteria; invasion by birds, rodents, insects and other pests; and inappropriate handling, storage and processing techniques [42]. Post-harvest losses lead to high food prices thus reducing food in the market. Reducing post-harvest losses in maize is an important element in any strategic planning to make more food available without increasing the burden on the natural environment.

2.3 Major pathogens of maize

Fusarium species are among the most common fungal pathogens causing diseases in maize. This genus is ubiquitous in nature and contains various toxigenic species, with F. graminearum and F. verticillioides being the most commonly found pathogens in maize. They infect several parts of maize at any stage of development, processing and storage thereby reducing maize quality and production yields. They do produce mycotoxins (fumonisin, deoxynivalenol, and zearalenone.) that are poisonous to man when consumed [43, 44].

2.3.1 F. verticillioides

F. verticillioides causes Fusarium ear (characterized by discolored and a reduced number of grains), and stalk rot which leads to global significant losses of maize [45]. It is one of the most prevalent disease causing agent in maize (Zea mays L.). Fusarium ear/stalk rot is common during hot and dry weather, both pre and postharvest conditions. Fumonisins are carcinogenic [46, 47], and are produced in large amounts in maize and contaminates maize based food and feed, therefore they are of high importance to farmers [43, 44].

2.3.2 F. graminearum

Maize kernels contaminated with F. graminearum results in a moldy kernels called Gibberella ear rot. This organism also produces mycotoxin (deoxynivalenol and zearalenone), toxic to humans and farm animals when consumed. This fungus often starts infecting the tip of an ear when it starts silking during the cool and wet weather, [48].

2.3.3 Aspergillus flavus

A. flavus is a phytopathogenic fungus that causes diseases in several agricultural crops and at the same time producing aflatoxins which is a toxic metabolite produced during its secondary metabolism [49, 50]. A. flavus is the disease causing agent of Aspergillus ear rot; a global disease of maize. Aflatoxins are hazardous to both humans and animal’ health if ingested via contaminated food and feed. In humans, aflatoxins have been directly linked to hepatocellular carcinoma, since they are metabolized in the liver [51].

2.3.4 Curvularia lunata

C. lunata is a foliar fungal pathogen that causes Curvularia leaf spot of maize, especially during the hot and humid seasons [52]. C. lunata produces a furanoid type toxin, both in vitro and in planta, which can possibly lead to leaf lesions which invariably lead to a reduction in maize yields [53].

2.3.5 Other pathogens of maize

Some other economically important pathogens that infest maize and their corresponding diseases are listed as follows: Pythium spp., Rhizoctonia spp., and Acremonium spp. (Root and Stalk rot), Puccinia sorghi and P. polysora (Leaf rusts), Helminthosporium turcicum or Setosphaeria turcica (Leaf blights), H. maydis (Maydis leaf blight), Cercospora zaeamaydis (Gray leaf spot (GLS)) [54]. Sclerophthora macrospora (Downy mildew/Yellow tuft), Sphacelotheca reiliana (Head smut of maize), S. macrospora (Downy mildew/ Yellow tuft), Trichometasphaeria turcica Luttr. (Northern Leaf Blight), Ustilago maydis (Corn smut), P. coronata (Crown crust), Maize streak virus (Maize streak disease), Sugarcane Mosaic Virus (SCMV) is another viral pathogen and causal agent of mosaic disease in maize and other graminaceous plants [55].

2.4 Major insect pests of maize

Globally, insect pests are categorized into two classes; (1) field pests such as stalk borer (Busseola fusca), maize leafhoppers (Cicadulina mbila) and mole crickets (Gryllotalpidae), African bollworm (Helicoverpa armigera), African armyworm (Spodoptera exempta) and black cutworms (Agrotis ipsilon) and (2) storage pests like the maize weevil (Sitophilus zeamais), larger grain borer (Prostephanus truncatus) (Hon), red flour beetle (Tribolium castaneum) and dried bean beetles (Callosobruchus maculatus) and Indianmeal moth (Plodia interpunctella) [54].

The most important arthropod pests of maize in Europe is known as European corn borer, Ostrinia nubilalis (Hbn., Lepidoptera: Crambidae). The lepidopteran larvae (i.e., caterpillars) known as stalk borers, ear or leaf feeders, and coleopteran larvae (i.e., beetle grubs) that feed on roots. The European corn borer is a nicknamed the “billion dollar bug” because it cost growers over a billion dollars annually in insecticides and lowers crop yields [56, 57]. It is known globally to cause enormous economic damage. While in America the borer mostly found include the genera Zeadiatraea, Diatraea and Elasmopalpus. The western corn rootworm (Diabrotica virgifera virgifera LeConte), a chrysomelid beetle is known to be the most destructive for maize production in the USA, Hungary and other central and eastern European countries [58]. While in Africa the following pests are associated to this region; Chilo, Sesamia, and Busseola, and in Southeast Asia Chilo, Sesamia and Ostrinia furnicalis are present in their maize fields. While damage is mainly caused by the larvae feeding on roots, adults feeding on silk and ears may cause additional losses, particularly in maize production for grain, seed or food (sweet maize). Sap sucking pests, like aphids (Aphididae) and leafhoppers (Cicadellidae), as well as the frit fly (Oscinella frit L.) cause limited economic damage as compared to the european corn borer. Other pests of regional importance include armyworms such as Pseudaletia unipuncta (Haworth, Lepidoptera: Noctuidae), Diptera species such as Delia platura (Meig.), Geomyza spp. and Tipula spp., Coleoptera species such as Oulema melanopus L., Glischrochilus quadrisignatus (Say), Tanymecus dilaticollis Gyll. and Melolontha melolontha L., spider mites (Tetranychus spp.) and thrips (Thysanoptera) [59].

2.5 Maize disease and Pest management

2.5.1 Planting resistant varieties

One of the most reliable method of controlling plant disease is planting of resistant varieties [60]. It is one of the most attractive approaches and can be considered as an ideal method if good quality plants are adapted to the growing regions with sufficient levels of tolerance and durable resistance This method is considered ideal and mostly used in many crops because its less expensive as compared to pesticides cost and residual effects on man, animals and the environment. Although its economical as compared to pesticides, these resistant varieties often take decades to develop and GM-plants suffer from extremely high regulatory approval cost and consumer acceptance. Its ultimately used by farmers provided quality plants are selected and adapted to exhibit adequate levels of tolerance and substantial resistance to pathogens [61]. Inspite of its advantages, it is faced with some backlash as regards the time in developing Genetically Modified (GM) plants, cost of approval and acceptance rate by customers. There have been also cases where resistance breakdown was recorded in several crops coupled with pathogens mutating their virulence gene, inconsistent uniformity in the genetics of the plants. Such cases were observed in cotton leaf curl disease [62].

2.5.2 Chemical control

Agrochemicals have been adapted over the years to secure food production and improve crop yield thus protecting crops from pests and pathogens. Since the 1960s, there have been an increase in pesticides use. They help in preventing losses and damages of crops; it has now become an integral component in Integrated Pest Management (IPM) [63]. It cannot be overemphasized the advancement that pesticides have brought to the agricultural sector as regards improving crop quality and annual agricultural output [64]. Nevertheless, the development of resistance genes by pathogens and pests coupled with the growing concern of accumulation off these chemicals in feeds and the ecosystem has been a great concern to farmers [65, 66].

2.5.3 Biological control of pathogens

Heimpel and Mills [67] defined biological control of plant diseases to be the suppression of the populations of plant pathogens by the use of living organisms. In plant pathology, beneficial organisms (crops, insects and microorganisms) are selected to diminish the effects of pathogenic organisms and improve the crop yield microorganisms. Other examples of biological control include the application of natural products and chemical compounds extracted from different sources, such as plant extracts, natural or modified organisms or gene products control [68]. This method was developed to minimize the dependence on agrochemical use and the risks for human health and the environment [69].

There are various interactions between plants, biological control agent and pathogens, they include mutualism, commensalism, neutralism, competition, amensalism, parasitism, protocooperation and predation [70, 71, 72]. The interactions between the microbes and plants occurs naturally at both macroscopic and microscopic level [68].

2.5.4 Cultural/traditional insect Pest control

Timely harvesting, proper harvesting and processing methods are the best strategy for controlling insect pest in maize. Proper sanitation, removal of old stock, avoid storing infected crops inside the storage facility. Other methods used by farmers to reduce infestation of maize by insect pest include the use of material such as ashes (it is known to abrasive and lethal effect on the insects’ cuticle), sand, crushed limestone, mineral and oil in which physical barrier effects are responsible for the control of insects, storing dried maize that are properly dried or re-drying when infestation is detected, the use of sheaths in storing maize for protection by the husk, the use of repulsive local herbs and plants to scare off the pests (Nim ground seed, leaves of acanthaceae, acardiaceas, annonaceae, myrtaceae, other plants extract [73].

2.6 Microbiological control of pathogens

In modern agriculture, biological control of pathogens using microorganism is playing a major role in disease control of crops. Beneficial microorganisms are used as biopesticides and is known to be the most effective methods for safe crop-management practices [74].

The rhizosphere was discovered by Hiltner [75] to be the layer of soil dominated by the root, and is much richer in bacteria than the surrounding bulk soil. The plant rhizosphere is regulated by the synergistic relationship between the soil, plant root, and the microbes present and is controlled by the soil pH, texture, complexity and plant roots exudates mainly composed of sugars, amino acids and various nutrients [27]. The rhizosphere is a zone of soil that surrounds the plant root, is a niche colonized by numerous organisms and is considered as one of the most complex ecosystem on Earth [76].

There are some heterogeneous group of bacteria known as Plant growth-promoting rhizobacteria (PGPR), they are free-living soil bacteria mostly found in the rhizosphere, at the rhizoplane or in association with roots. They are used as biocontrol agent for the control of plant pests and disease by suppressing the activity and growth of phytopathogenic organisms, and also help to improve the extent or quality of plant growth directly or indirectly [77] by providing nutrients, synthesizing phytohormones, solubilizing phosphate, reducing stress, alleviating soil contamination with heavy metals [78, 79, 80, 81, 82, 83] or improving the microbial community structure of the rhizosphere [84, 85]. The following genera of bacteria have been reported as PGPR: Agrobacterium, Arthrobacter, Azoarcus, Azotobacter, Azospirillum, Bacillus, Burkholderia, Caulobacter, Chromobacterium, Enterobacter, Erwinia, Flavobacterium, Klebsiella, Micrococcous, Rhizobium, Pantoea, Pseudomonas and Serratia [86, 87] which have shown prospect as biocontrol agents against various fungal pathogens [87].

2.7 Relationships that promotes biocontrol

2.7.1 Microbial antagonisms

Microorganisms that have the ability to grow in plant rhizophere are considered to be ideal for use as biological control agents. The rhizophere provides a leading edge defense for plants roots against disease causing microorganisms by suppressing pathogens growth and infestation. Pathogen-antagonizing metabolites produced by beneficial microbes that colonize the plant root, help to suppress phytopathogens’ growth and thus preventing them from penetrating the root system [87]. Furthermore, this antagonistic relationship displayed between the beneficial microbes and pathogens often results to significant disease control, in which the established metabolites produced by active beneficial microbes protects plants either by directly antagonizing pathogen activity directly, by outcompeting pathogens or by stimulation of host plant defenses (priming) [88], also displays its antagonism against pathogens by antibiosis which is the secretion of diffusible antibiotics, volatile organic compounds, and toxins, as well as the development of extracellular cell wall degrading enzymes such as chitinase, β-1,3-glucanase, beta-xylosidase, pectin methylesterase and many more [87, 89].

2.7.2 Plant-microbe mutualistic interaction

Microbes that inhabit plant rhizophere are nourished with nutrients obtained from plant roots in the form of root exudate and lysates. The plant-microbe interaction is not only beneficial to the microbe but it also improves plant nutrition, growth and proliferation and do enhances plant’s ability to prevail over biotic and abiotic stress. This associoation gives the plant a good competitive advantage due to the presence of rhizophere [90]. Various endophytic bacteria and free-living rhizobacteria that inhabit the root surface and rhizosphere secrete metabolite substances that suppress deleterious pathogen growth and activity which invariably leads to the control plant diseases caused by fungi or bacteria [91, 92, 93, 94].

Furthermore, microorganisms can be directly involved in plant growth promotion, by acting as agents for stimulation of plant growth and management of soil fitness, for example through the production of auxin [95].

2.7.3 Production of allelochemicals/antimicrobial compounds

Allelochemicals/antimicrobial compounds produced biological control bacteria helps improve the plant-microbe rhizophere niche. Example of such compounds include iron-chelating siderophores, antibiotics, biocidal volatiles, lytic enzymes (chitinases and glucanases), and detoxification enzymes. These chemical may have detrimental effect on target pathogens, some help the plant to induce resistance against pathogen infestation and attack while some assist in nutrient absorption which promotes plant growth [96, 97, 98]. For example, rhizobacteria include antibiotic-producing strains such as Bacillus sp. producing iturin A and surfactin, Agrobacterium spp. producing agrocin 84, Pseudomonas spp. producing phenazine derivatives, pyoleutorin and pyrrolnitrin, and Erwinia sp. producing herbicolin A [99, 100], that are tenacious in the rhizosphere [101, 102]. The mycoparasitism of phytopathogenic fungi of the Trichoderma and Streptomyces genera have important roles in secretion of chitinases and glucanases [103]. A common feature of successful biocontrol strains and a crucial factor for plant root pathogen suppression is the production of antibiotic compounds and fluorescent siderophores that enable effective competition for iron [104].

Trichoderma spp., are universally known as BCAs and used to prevent plant pathogens and increase plant immunity in field and greenhouse conditions [105]. This is due to its ability to interact with plants (maize, cotton, cucumber) through production of auxin like compounds and secondary metabolites [106, 107, 108]. BCAs of Trichoderma spp. have ultimate functions in promoting the plant beneficial microbial community and decreasing the pathogen attack through the specific interactions with host-pathogen. In maize, growth-promoting and antifungal compounds-producing bacteria have been shown to have inhibitory effects on southern leaf blight disease caused by the fungus Cochliobolus heterostrophus [109, 110].

2.7.4 Induced systemic resistance (ISR)

Van Peer et al. [111] first discovered rhizobacteria-induced systemic resistance or ISR, also referred to in its early stage as priming. It is as an enhanced defensive capacity of the whole plant to multiple pathogens induced by beneficial microbes in the rhizosphere [112] or elicited by specific environmental stimuli which lead to potentiation of the plant’s innate defense against biotic challenges [113]. Non-pathogenic rhizobacteria are capable of activating defense mechanisms in plants in a similar way to pathogenic microorganisms, including reinforcement of plant cell walls, production of phytoalexins, synthesis of PR proteins and priming/ISR [112]. Plants that possess ISR displays stronger and/or faster activation of defense mechanisms after a subsequent pathogen or insect attack or as a response to abiotic stress, when inoculated with rhizobacteria [114].

2.8 Entomopathogens

Entomopathogens are microorganisms that are pathogenic to arthropods such as insects, mites, and ticks. Various species of naturally occurring bacteria, fungi, nematodes, and viruses infect a several arthropod pests and play an important role pest management. Some entomopathogens are produced in large scale as in vitro (bacteria, fungi, and nematodes) or in vivo (nematodes and viruses) and sold commercially. In some scenario, they are also produced on small scale for non-commercial local use. The use of entomopathogens as biopesticides is an alternative method to chemical control and a novel approach pest management, which can be a profound part of integrated pest management (IPM) against several pests [24].

2.8.1 Entomopathogenic fungi

They typically cause infection when spores come in contact with the arthropod host. Fungal spores germinate and breach the insect cuticle through enzymatic degradation and mechanical pressure to gain entry into the insect body provided the environmental conditions such as moderate temperatures and high relative humidity are in place. Once inside the body of the insect, the fungi multiply, invade the insect tissues, emerge from the dead insect, and produce more spores [24]. Fungal pathogens have an eclectic host range and are especially suitable for controlling pests that have piercing and sucking mouthparts reason being that spores do not have to be ingested. However, entomopathogenic fungi are also effective against a variety of pests such as wireworms and borers that have chewing mouthparts [24].

The potential use entomopathogenic fungus has been reported by some researchers. For example, Beauveria bassiana (Bal.) Vuillemin (Deuteromycotina: Hyphomycetes) can be used against the following stored-grain insects: rice weevil (Sitophilus oryzae), corn weevil (S. zeamais), granary weevil (S. granarius), lesser grain borer (Rhyzopertha dominica), red and confused flour beetles (Tribolium castaneum and T. confusum), Oryzaephilus surinamensis, and Prostephanus truncatus [115, 116, 117, 118, 119, 120, 121], and for another entomopathogenic fungus Metarhizium anisopliae (Metch.) Sorokin (Deuteromycotina: Hyphomycetes) against the following stored-grain insects: rice weevil (S. oryzae), lesser grain borer (Rhyzopertha dominica), and red flour beetle (Tribolium castaneum) [120, 121, 122, 123, 124, 125].

2.8.2 Entomopathogenic bacteria

Entomopathogenic bacteria are well known for their ability to produce a plethora of protein insecticidal toxins [126]. Bacterial toxins acting as virulence factors have been shown to range from very specific to broad insecticidal spectrum ever since it was first discovered in the 19th century. When compared with chemical insecticides, bacterial toxins displayed high diversity of simultaneous action, contributing to the sustainability of bacteria-based bio-pesticides by limiting insect resistances. Bacillus thuringiensis (Bt) has been profoundly used in biocontrol of insects and it represents approximately 95% of microorganisms used in biocontrol [127].

B. thuringiensis produces protein-based δ-endotoxins known as “Cry”, which are lethal for several species of various insect orders [128]. Presently, about 170 different “Cry” toxins have been identified, which are effective against several coleoptera, lepidoptera, and diptera species [129]. These proteins are produced upon sporulation, and are contained in crystal inclusions. Once ingested, crystals inclusions are solubilized by the insect proteases in the midgut, inadvertently activating the “Cry” proteins [130]. A vast number of research work has produced various of Bt-based insecticides, ranging from wettable powder or liquid formulation to transgenic crops, thereby facilitating their use in organic farming and integrated pest management (IPM) programs.

2.8.3 Entomopathogenic viruses

As compared to entomopathogenic bacteria, entomopathogenic viruses are also required to be ingested by the insect host and are therefore ultimate in controlling pests that have chewing mouthparts. Diverse lepidopteran pests are important hosts of baculoviruses including nucleopolyhedroviruses (NPV) and granuloviruses (GV). These related viruses have various types of inclusion bodies in which the virus particles (virions) are implanted. Virus particles attack the nucleus of the midgut, fat body or other tissue cells, compromising the integrity of the tissues and liquefying the cadavers. Before the insect pathogen dies, infected larvae climb higher in the plant canopy, which helps in dispersing virus particles from the cadavers to the lower parts of the canopy. This conduct assists in the proliferation of the virus to cause infection in healthy larvae. Viruses are host specific and can cause remarkable reduction of host populations. Examples of some commercially available viruses include Helicoverpa zea single-enveloped nucleopolyhedrovirus (HzSNVP), Spodoptera exigua -enveloped nucleopolyhedrovirus (SeMNPV), and Cydia pomonella granulovirus (CpGV) [24, 131].

2.8.4 Entomopathogenic nematodes

They are microscopic, soil-inhabiting worms that are detrimental to insects. Diverse species of Heterorhabditis and Steinernema are obtainable in multiple commercial formulations, majorly for managing soil insect pests. Infective juveniles of entomopathogenic nematodes actively explore their hosts and penetrate through natural openings such as the mouth, spiracles, and anus or the intersegmental membrane. Immeddiately the get into the host body, the nematodes extricate symbiotic bacteria that kill the host through bacterial septicemia. Heterorhabditis spp. carry Photorhabdus spp. bacteria and Steinernema spp. carry Xenorhabdus spp. bacteria. Phasmarhabditis hermaphrodita is also available for controlling slugs in Europe, but not in the USA [24].

2.9 Application of biocontrol

2.9.1 Seed dressing

A suitable method for suppressing plant pathogens in the spermosphere and rhizosphere is dressing seeds with biocontrol agents [132]. Recently, bacterial inoculants have been used to antagonize soil-borne plant pathogens such as Fusarium verticillioides (Fv) and to promote plant growth. Bacillus subtilisand Pseudomonas cepacia have been used to control root rot caused by Fv in Argentina [133]. Bacillus amyloliquefaciens or Microbacterium oleovorans can reduce the fumonisin content in harvest grains during three evaluated seasons [134]. Burkholderia spp. stimulate plant growth and suppress disease caused by Fv in maize [45], and species like Bacillus amyloliquefaciens and Enterobacter hormaechei reduce the Fv infection and fumonisin accumulation in maize kernels [135]. Another example, is the application of Gliocladium virens and Trichoderma viride isolates on corn seeds for the reduction of Pythium and Fusarium-induced damping-off [136].

2.9.2 Rhizophere inoculation

Inoculation of rhizophere with biocontrol agents by alters the rhizosphere microbiota, thereby antagonizing soil-borne plant pathogens and promote plant growth. Bacillus subtilis and Pseudomonas cepacia have been used to control root rot caused by Fv in Argentina [133].

2.9.3 Conventional spraying

Entomopathogens viz., fungi, bacteria, virus and nematodes have an important place in the biological control because they have a wide host range, are harmless to the environment and human, and could be applied with conventional sprayers. They can be used more against stored product pests with the development of new biotechnical methods such as collecting pests in some stations to meet them with entomopathogens [137].

2.10 Advantages of microbiological control

2.10.1 Reduced use of Insecticides

Many farmers have adopted the use of microbiological control agents (MCAs). Bt maize is an example of MCA, it has provided maize farmers testimonies coupled with both economic and environmental advantages. Many farmers quote unique opportunities to protect yield and reduce handling (and use) of insecticides to explain their rapid adoption of Bt maize [138].

2.10.2 Protected yields

Over the years, maize farmers had challenges in controlling corn borers because insecticides are not successful after larvae have tunneled into the stalk. In 1990, entomologists experimented the use of Bt maize and found out the “bullet proof” effect it gave to corn borer. Until then, plant breeders were able to increase host plant resistance, but none of these plants were “bullet proof”. That has been the reason why farmers chose to use Bt maize which resulted in higher yields due to this reduced insect injury [139].

2.10.3 Improved grain quality

The use of Bt maize also helps to reduce the occurrence of ear mold on the field. This is as a result of the reduction of insect attacks that provides a site for infection by molds, Bt-protected maize can have lower levels of toxins produced by molds (i.e., mycotoxins), especially fumonisin and deoxynivalenol [140, 141]. Consequences of contamination with mold may be serious, as fumonisins can cause fatal leukoencephalomalacia in horses, pulmonary edema in swine, and cancer in laboratory rats. Economic analysis suggests that USA farmers save $23 million annually through reduced mycotoxins [142] and mycotoxin reduction also could be a significant health benefit in other parts of the world where maize is a diet staple [143].

Advertisement

3. Conclusion

The presented chapter outlines the use microbiological control, an ecofriendly, non-toxic, effective and biodegradable alternative to chemical pesticides. It is also an effective strategy for pest and disease management but it requires developing beneficial microorganisms that are native to the soils where maize is grown [144]. However, for biological methods to reach their full potential, an increased research effort is required. Future functional studies are still needed to fully unravel this intricate alternative approach to pest and disease management of maize and thus help boost maize yield and improve food security.

Advertisement

Conflicts of interest

All authors declare no conflict of interest.

References

  1. 1. Golob P, Kutukwa N, Devereau A, Bartosik RE, Rodriguez JC. Maize. In: Hodges R, Farrell G, editors. Crop post-harvest. Science and Technology: Ames, Iowa. Blackwell Publishing Ltd; 2004 Volume 2. Chapter two
  2. 2. Shahbandeh M. Corn - Statistics & Facts. Statista. 2020. Available from: https://www.statista.com/topics/986/corn/#dossierSummary__chapter4/
  3. 3. Rehman ZV. Storage Effects on Nutritional Quality of Commonly Consumed Cereals. Food Chemistry. 2006; 95:53-57
  4. 4. Shahbandeh M. Corn production worldwide 2019/2020, by country. Statista. 2021. Available from: https://www.statista.com/statistics/254292/global-corn-production-by-country/
  5. 5. IITA. International Institute for Tropical Agriculture. Growing in Nigeria. Commercial Crop Production Guide Series. Information and Communication Support for Agricultural Growth in Nigeria. USAID. 2012. p 1-8
  6. 6. Marin S, Homedes V, Sanchus V, Ramos AJ. Magan N. Impact of Fusarium moniliforme and F. proliferatum Colonization of Maize on Calorific Losses and Fuminisin Production Under Different Environmental Conditions. Journal of Stored Product Research.1999;35:15-26
  7. 7. Uzma S, Shahida A. Efficacy of fungicides, sodium hypochlorite and neem seed powder to control seed borne pathogens of maize. Pak. J. Bot. 2007;39(1):285-292
  8. 8. Ali RH, Mahdi M, Ali RB, Hojjatollah S. Mycoflora of Maize Harvested from Iran and Imported Maize. Pakistan Journal of Biological Sciences. 2007;10(24):4432-4437
  9. 9. Gray ME, Sappington TW, Miller NJ, Moeser J, Bohn MO. Adaptation and invasiveness of western corn rootworm: Intensifying research on a worsening pest. Annu. Rev. Entomol. 2009; 54:303-321. doi: 10.1146/annurev.ento.54.110807.090434
  10. 10. Roberts MJ. Schimmelpfennig, DE, Ashley E, Livingston MJ, Ash MS, Vasavada U. The Value of Plant Disease Early-warning Systems: A Case Study of USDA’s Soybean Rust Coordinated Framework, United States Department of Agriculture, Economic Research Service; 2006
  11. 11. Katan J. Diseases caused by soilborne pathogens: Biology, Management and Challenges. J. Plant. Pathol. 2017; 99:305-315
  12. 12. Raaijmakers JM, Paulitz TC, Steinberg C, Alabouvette C, Moënne-Loccoz Y. The rhizosphere: a playground and battlefield for soilborne pathogens and beneficial microorganisms. Plant and soil. 2009;321(1-2):341-361
  13. 13. Ortiz R, Taba S, Chavez Tovar VH, Mezzalama M, Xu Y, Yan J, Crouch JH. Conserving and Enhancing Maize Genetic Resources as Global Public Goods– A Perspective from CIMMYT. Crop Science. 2010;50: 13-28
  14. 14. Castlellarie C, Marcos FV, Mutti J, Cardoso L, Bartosik R. Toxigenic fungi in Corn (maize) stored in hermetic plastic bags. National institute of agricultural Technologies Mardel Plata University Argentina. 2010;115-297
  15. 15. Lerda P, Blaggi BM, Peralta N, Ychari S, Vazquez M, Bosio G. Fumonisins in foods from Cordoba (Argentina), presence and genotoxicity. Food and Chemical Toxicology. 2005; 43:691-698
  16. 16. Vess KA, Smith GW, Haschelh WM. Fumonisins: Toxicokinetics mechanism of action and toxicity. Animal feed science and Technology. 2007;137: 299-325
  17. 17. Mendes R, Kruijt M, De Bruijn I, Dekkers E, Van Der Voort M, Schneider, JHM, Piceno YM, DeSantis TZ, Andersen GL, Bakker PAHM, et al. Deciphering the Rhizosphere Microbiome for Disease-Suppressive Bacteria. Science. 2011; 332:1097-1100
  18. 18. Rao B, Schmitthenner AF, Ellet CW. Prevalence and virulence of Pythium spp. associated with root rot of corn in poorly drained soil. Phytopathology. 1978; 68:1557-1563
  19. 19. Sumner DR. Root disease, populations of soil fungi, and yield decline in con-tinuous double-crop corn. Plant Dis.1990; 74:94-98
  20. 20. Berg G, Köberl M, Rybakova D, Müller H, Grosch R, Smalla K. Plant microbial diversity is suggested as the key to future biocontrol and health trends. FEMS Microbiol. Ecol. 2017;93(5)
  21. 21. Budi S, Van Tuinen D, Arnould C, Dumas-Gaudot E, Gianinazzi-Pearson V, Gianinazzi S. Hydrolytic enzyme activity of Paenibacillus sp. strain B2 and effects of the antagonistic bacterium on cell integrity of two soil-borne pathogenic fungi, Appl. Soil Ecol. 2000;15;191-199
  22. 22. Azcón-Aguilar C. Barea J. Arbuscular mycorrhizas and biological control of soilborne plant pathogens–an overview of the mechanisms involved. Mycorrhiza.1997;6:457-464
  23. 23. Köhl J, Kolnaa R, Ravensberg WJ. Mode of Action of Microbial Biological Control Agents Against Plant Diseases: Relevance Beyond Efficacy. Front. Plant Sci. 2019. Available from: https://doi.org/10.3389/fpls.2019.00845
  24. 24. Dara, SK. Entomopathogenic microorganisms: modes of action and role in IPM. E-Journal of Entomology and Biologicals; 2017
  25. 25. Cordovez V, Dini-Andreote F, Carrión VJ, Raaijmakers JM. Ecology and Evolution of Plant Microbiomes. Annu. Rev. Microbiol. 2019; 73:69-88
  26. 26. Lambers H, Mougel C, Jaillard B, Hinsinger P. Plant-microbe-soil interactions in the rhizosphere: An evolutionary perspective. Plant Soil. 2009; 32:83-115
  27. 27. Mendes R, Garbeva P, Raaijmakers JM. The rhizosphere microbiome: Significance of plant beneficial, plant pathogenic, and human pathogenic microorganisms. FEMS Microbiology Reviews. 2013;37(5):634-663
  28. 28. Peiffer JA, Spor A, Koren O, Jin Z, Tringe SG, Dangl JL, Buckler ES, Ley RE. Diversity and heritability of the maize rhizosphere microbiome under field conditions. Proc. Natl. Acad. Sci. 2013; 110:6548-6553
  29. 29. Walters WA, Jin Z, Youngblut N, Wallace JG, Sutter J, Zhang W, González-Peña A, Peiffer J, Koren O, Shi Q. Large-scale replicated field study of maize rhizosphere identifies heritable microbes. Proc. Natl. Acad. Sci. 2018;115;7368-7373
  30. 30. Philippot L, Raaijmakers JM, Lemanceau P, Van Der Putten WH. Going back to the roots: The microbial ecology of the rhizosphere. Nat. Rev. Genet. 2013; 11:789-799
  31. 31. Javoreková S, Cinkocki R, Maková J, Hricáková N. Isolation and identification of rhizobacteria from maize (Zea mays L.) In: Luvisols and documentation their plant growth promoting traits. J Microbiol Biotech Food Sci. 2020;10(3):505-510. doi: 10.15414/jmbfs.2020.10.3.505-510
  32. 32. Yadav AN, Verma P, Singh B, Chauhan VS, Suman A, Saxena AK. Plant growth promoting bacteria: biodiversity and multifunctional attributes for sustainable agriculture. Advances in Biotechnology and Microbiology. 2017;5(5):1-16. Available from: http://dx.doi.org/10.19080/aibm.2017.05.5556671
  33. 33. Bakker PAHM, Doornbos RF, Zamioudis C, Berendsen RL, Pieterse CMJ. Induced Systemic Resistance and the Rhizosphere Microbiome. Plant Pathol. J. 2013; 29:136-143
  34. 34. Berg G, Rybakova D, Grube M, Köberl M. The plant microbiome explored: Implications for experimental botany. J. Exp. Bot. 2015; 67:995-1002
  35. 35. Lugtenberg B, Kamilova F. Plant-Growth-Promoting Rhizobacteria. Annu. Rev. Microbiol. 2009;63;541-556
  36. 36. Foley J. “It's Time to Rethink America's Corn System”. Scientific American. Retrieved February 18, 2019
  37. 37. Mejía D. Maize: Post-Harvest Operation Organisation: Food and Agriculture Organization of the United Nations (FAO), AGST. Edited by AGST/FAO: Danilo Mejía, PhD, FAO (Technical) Last reviewed: 15/05/2003
  38. 38. Rosegrant MW, Msangi S, Ringler C, Sulser TB, Zhu T, Cline SA. International Model for Policy Analysis of Agricultural Commodities and Trade (IMPACT): Model Description. International Food Policy Research Institute: Washington, DC; 2008
  39. 39. Popp J, Pet˝o K, Nagy P. Pesticide productivity and food security. A review. Agron. Sustain. Dev. 2013; 33:243-255
  40. 40. Oerke E. Crop losses to pests. J. Agric. Sci. 2006; 144:31-43
  41. 41. Boote KJ, Jones JW, Mishoe JW, Berger RD. Coupling pests to crop growth simulators to predict yield reductions. Phytopathology. 1983; 73:1581-1587
  42. 42. Zorya S, Morgan N, Diaz Rios, L, Hodges R, Bennett B, Stathers T, Mwebaze P, Lamb J. Missing food: the case of postharvest grain losses in sub-Saharan Africa. Technical Report. The International Bank for Reconstruction and Development / The World Bank, Washington DC, USA. Economic Sector Work Report No. 60371-AFR; 2011
  43. 43. Fandohan P, Hell K, Marasas WFO, Wingfield MJ. Infection of maize by Fusarium species and contamination with fumonisin in Africa. Afr. J. Biotechnol. 2003;2:570-579
  44. 44. Munkvold GP. Epidemiology of Fusarium diseases and their mycotoxins in maize ears. Eur. J. Plant Pathol. 2003; 109:705-713. doi: 10.1023/A:1026078324268
  45. 45. Hernández-Rodríguez A, Heydrich-Pérez M, Acebo-Guerrero Y, Velazquez-del Valle MG, Hernández-Lauzardo AN. Antagonistic activity of Cuban native rhizobacteria against Fusarium verticillioides (Sacc.) Nirenb. in maize (Zea mays L.). Appl Soil Ecol. 2008;39(2):180-186. doi:10.1016/j.apsoil.2007.12.008
  46. 46. Marasas WF. Fumonisins: Their implications for human and animal health. Nat. Toxins. 1995; 3:193-198. doi: 10.1002/nt.2620030405
  47. 47. Stockmann-Juvala H, Savolainen K. A review of the toxic effects and mechanisms of action of fumonisin B1. Hum. Exp. Toxicol. 2008; 27:799-809. doi: 10.1177/0960327108099525
  48. 48. Woloshuk C, Wise K. Diseases of Corn: Gibberella Ear Rot. [accessed on 26 February 2021]. Available from: http//www.extension.purdue.edu/extmedia/BP/BP-77-W.pdf
  49. 49. Diener UL, Davis ND. Aflatoxin formation by Aspergillus flavus. In: Goldblatt LA. editor. Aflatoxin: Scientific Background, Control and Implications. New York, USA: Academic Press; 1969. p. 360-391
  50. 50. Payne GA. Aflatoxins in maize. Crit. Rev. Plant. Sci. 1992; 10:423-440. doi: 10.1080/07352689209382320
  51. 51. Neal GE. Participation of animal biotransformation in mycotoxin toxicity. Rev. Med. Vet. 1998; 149:555-560
  52. 52. Ito MF, Paradela F, Soave J, Sugimori MH. Leaf spot caused in maize (Zea mays L.) by Culvularia lunata (wakker) boedijn. Summa Phytopathol. 1979; 5:181-184
  53. 53. Liu T, Liu LX, Huang XL, Jiang X, Zhou PH. A new furanoid toxin produced by Culvularia lunata, the causal agent of maize Curvularia leaf spot. Can. J. Plant Pathol. 2009; 31:22-27. doi: 10.1080/07060660909507568
  54. 54. ASSP. Agriculture service support programme. Agricultural sector development program (ASDP). Integrated pest management plan (IPMP). The united republic of Tanzania. Final report; 2004
  55. 55. Pechanova O, Pechan T. Maize-Pathogen Interactions: An Ongoing Combat from a Proteomics Perspective. Int J Mol Sci. 2015;16(12): 28429-28448. doi: 10.3390/ijms161226106
  56. 56. Brookes G. The existing and potential impact of using GM insect resistant (GM IR) maize in the European Union. Dorchester, UK: PG Economics; 2009. Available from: http://www.pgeconomics.co.uk/pdf/ btmaize
  57. 57. Hellmich RL, Hellmich KA. Use and Impact of Bt Maize. Nature Education Knowledge. 2012;3(10):4
  58. 58. Boriani M, Agosti M, Kiss J, Edwards CR. Sustainable management of the western corn rootworm, Diabrotica virgifera virgifera LeConte (Coleoptera: Chrysomelidae), in infested areas: experiences in Italy, Hungary and the USA. Bulletin OEPP/EPPO Bulletin. 2006; 36:531-537. doi: 10.1111/j.1365-2338.2006.01055.x
  59. 59. Meissle M, Mouron P, Musa T, Bigler F, Pons X, Vasileiadis VP, Otto S, Antichi D, Kiss J, Pálinkás Z, Dorner Z, Van Der Weide R, Groten J, Czembor E, Adamczyk J, Thibord JB, Melander B, Cordsen Nielsen G, Poulsen RT, Zimmermann O, Verschwele A, Oldenburg E. Pests, pesticide use and alternative options in European maize production: current status and future prospects. Journal of Applied Entomology. 2010. Available from: https://doi.org/10.1111/j.1439-0418.2009.01491.x
  60. 60. Maloy OC. Plant disease management, Plant Health Instr. 2005;10
  61. 61. Kiyosawa S. Genetics and epidemiological modeling of breakdown of disease resistance, Annu. Rev. Phytopathol. 1982; 20:93-117
  62. 62. Peressotti E, Wiedemann-Merdinoglu S, Delmotte F, Bellin D, Di Gaspero G, Testolin R, Merdinoglu D, Mestre P. Breakdown of resistance to grapevine downy mildew upon limited deployment of a resistant variety, BMC Plant Biol. 2010;10:147
  63. 63. Hirooka T, Ishii H. Chemical control of plant diseases, J. Gen. Plant Pathol. 2013; 79:390-401
  64. 64. Ragsdale NN. Hylin JW, Sisler HD, Witt JM, Alford H. Health and Environmental Factors Associated with Agricultural Use of fungicides. USDA/States National Pesticide Impact Assessment Program Fungicide Assessment Project 117; 1991. Available from: http://cipm.ncsu.edu/piappud/
  65. 65. Ma Z, Michailides TJ. Advances in understanding molecular mechanisms of fungicide resistance and molecular detection of resistant genotypes in phytopathogenic fungi. Crop Prot. 2005; 24:853-863
  66. 66. Carvalho FP. Agriculture pesticides, food security and food safety. Environ. Sci. Policy. 2006;9;685-692
  67. 67. Heimpel GE, Mills N. Biological Control - Ecology and Applications. Cambridge: Cambridge University Press; 2017
  68. 68. Pal KK, Gardener BM. Biological control of plant pathogens. Plant Health Instr. 2006; 2:1117-1142
  69. 69. Cook RJ, Baker KF. The Nature and Practice of Biological Control of Plant Pathogens. American Phytopathological Society;1983
  70. 70. Bronstein JL. Our current understanding of mutualism. Q. Rev. Biol. 1994; 69:31-51
  71. 71. Price PW. 1977. General concepts on the evolutionary biology of parasites. Evolution. 31: 405-420
  72. 72. Price PW, Bouton CE, Gross P, McPheron BA, Thompson JN, Weis AE. Interactions among three trophic levels: influence of plants on interactions between insect herbivores and natural enemies. Annu. Rev. Ecol. Syst. 1980;11:41
  73. 73. Boa E, Chernoh E, Jackson G. Pest and disease manual. In: African Soil Health Consortium, Nairobi. Sones K, editor. 2015. ISBN: 9781780648187
  74. 74. Schafer KS, Kegley S. Persistent toxic chemicals in the US food supply, J. Epidemiol. Community Health 2002;56:.813-817
  75. 75. Hiltner L. Uber neuere Erfahrungen und Probleme auf dem Gebiete der Bodenbakteriologieunter besonderden berucksichtigung und Brache.Arb. Dtsch. Landwirtsch. Gesellschaft. 1904; 98:59-78
  76. 76. Raaijmakers JM, Paulitz TC, Steinberg C, Alabouvette C, Moënne-Loccoz Y. The rhizosphere: a playground and battlefield for soilborne pathogens and beneficial microorganisms.Plant and soil. 2009;321 (1-2):341-361. http://dx.doi.org/10.1007/s11104-008-9568-6
  77. 77. Ahmad F, Ahmad I, Khan MS. Screening of free-living rhizospheric bacteria for their multiple plant growth promoting activities. Microbiol Res. 2008;163(2):173-181. doi:10.1016/j.micres.2006.04.001
  78. 78. Grobelak A, Napora A, Kacprzak M. Using plant growth-promoting rhizobacteria (PGPR) to improve plant growth. Ecological Engineering, 2015;84:22-28. Available from: http://dx.doi.org/10.1016/j.ecoleng.2015.07.019
  79. 79. Kloepper JW, Schroth MN. Plant growth-promoting rhizobacteria on radishes. Proceedings of the 4th international conference on plant pathogenic bacteria. Angers. 1978;2: 879-882
  80. 80. Bardi L, Malusá, E. Drought and nutritional stresses in plant: Alleviating role of rhizospheric microorganisms. In: Haryana, N, Punj S, editors. Abiotic Stress: New Research. Hauppauge, NY: Nova Science Publishers; 2012. p.1-57
  81. 81. Cawoy H, Debois D, Franzil L, Pauw ED, Thonart P, Ongena M. Lipopeptides as main ingredients for inhibition of fungal phytopathogens by Bacillus subtilis/amyloliquefaciens. Microb Biotechnol. 2015;8: 281-295
  82. 82. Wang X, Mavrodi DV, Ke L, Mavrodi OV, Yang M, Thomashow LS, et al. Biocontrol and plant growth-promoting activity of rhizobacteria from Chinese fields with contaminated soils. Microb Biotechnol. (2015;8: 404-418
  83. 83. Vessey JK. Plant growth promoting rhizobacteria as biofertilizers. Plant Soil. 2003; 255:571-586
  84. 84. Malusa E, Vassilev N. A contribution to set a legal framework for biofertilisers. Appl Microbiol Biotechnol. 2014;98: 6599-6607
  85. 85. Bruto M, Prigent-Combaret C, Muller D, Moënne-Loccoz Y. Analysis of genes contributing to plant-beneficial functions in plant growth-promoting rhizobacteria and related Proteobacteria. Sci Rep. 2014; 4:6261. doi:10.1038/srep06261
  86. 86. Ahemad M, Kibret M. Mechanisms and applications of plant growth promoting rhizobacteria: current perspective. J King Saud Univ Sci. 2014; 26(1):1-20. doi:10.1016/j.jksus.2013.05.001
  87. 87. Shoda M. Bacterial control of plant diseases, J. Biosci. Bioeng. 2000; 89:515-521
  88. 88. Nihorimbere V, Ongena M, Smargiassi M, Thonart P, Beneficial effect of the rhizosphere microbial community for plant growth and health. Biotecnol. Agron. Soc. 2011; 15:327
  89. 89. Compant S, Duffy B, Nowak J, Clément C, Barka EA. Use of plant growth promoting bacteria for biocontrol of plant diseases: principles, mechanisms of action, and future prospects. Appl. Environ. Microbiol. 2005; 71:4951-4959
  90. 90. Haney CH, Samuel BS, Bush J, Ausubel FM. Associations with rhizosphere bacteria can confer an adaptive advantage to plants, Nat. Plants. 2015; 1
  91. 91. Gray E, Smith D. Intracellular and extracellular PGPR: commonalities and distinctions in the plant-bacterium signaling processes. Soil Biol. Biochem. 2005; 37: 395-341
  92. 92. Kiely P, Haynes J, Higgins C, Franks A, Mark G, Morrissey J, O'gara F. Exploiting new systems-based strategies to elucidate plant-bacterial interactions in the rhizosphere. Microbiol. Ecol. 2006; 51:257-266
  93. 93. Chet I, Chernin L. Biocontrol, microbial agents in soil. In: Bitton G, editor. Encyclopedia of Environmental Microbiology. New York, USA: Willey; 2002. p. 450-465
  94. 94. Bais HP, Weir TL, Perry LG, Gilroy S, Vivanco, JM. The role of root exudates in rhizosphere interactions with plants and other organisms. Annu. Rev. Plant Biol. 2006; 57:233-266
  95. 95. Welbaum GE, Sturz AV, Dong Z, Nowak J. Managing soil microorganisms to improve productivity of agro-ecosystems. Crit. Rev. Plant Sci. 2004; 23:175-193
  96. 96. Glick BR. The enhancement of plant growth by free-living bacteria. Can. J. Microbiol. 1995; 41:109-117
  97. 97. Sturz, A, Christie B. Beneficial microbial allelopathies in the root zone: the management of soil quality and plant disease with rhizobacteria. Soil Tillage Res. 2003; 72:107-123
  98. 98. Bais HP, Park SW, Weir TL, Callaway RM, Vivanco JM. How plants communicate using the underground information superhighway, Trends Plant Sci. 2004;9; 26-32
  99. 99. Compant S, Reiter B, Sessitsch A, Nowak J, Clément C, Barka EA, Endophytic colonization of Vitis vinifera L. by plant growth-promoting bacterium Burkholderia sp. strain PsJN. Appl. Environ. Microbiol. 2005;71: 1685-1693
  100. 100. Viswanathan R, Samiyappan R. Induction of systemic resistance by plant growth promoting rhizobacteria against red rot disease in sugarcane. Sugar Tech. 1999;1: 67-76
  101. 101. Brooks DS, Gonzalez CF, Appel DN, Filer T. Evaluation of endophytic bacteria as potential biological-control agents for Oak Wilt. Biol. Control. 1994; 4:373-381
  102. 102. Carvalhais LC, Dennis PG, Fedoseyenko D, Hajirezaei MR, Borriss R, von Wirén N. Root exudation of sugars amino acids, and organic acids by maize as affected by nitrogen, phosphorus, potassium, and iron deficiency. J. Plant Nutr. Soil Sci. 2011;174; 3-11
  103. 103. Oku S, Komatsu A, Nakashimada Y, Tajima T, Kato J. Identification of Pseudomonas fluorescens chemotaxis sensory proteins for malate, succinate, and fumarate and their involvement in root colonization. Microbes Environ. 2014;29: 413-419
  104. 104. O'Sullivan DJ, O'Gara F. Traits of fluorescent Pseudomonas spp. involved in suppression of plant root pathogens. Microbiol. Rev. 1992; 56:662-676
  105. 105. Harman GE, Howell CR, Viterbo A, Chet I, Lorito M. Trichoderma species - opportunistic, avirulent plant symbionts. Nature Rev. Microbiol. 2004; 2:43-56. doi:10.1038/nrmicro797
  106. 106. Harman GE. Multifunctional fungal plant symbionts: New tools to enhance plant growth and productivity. New Phytol. 2011; 189:647-649. doi:10.1111/j.1469-8137.2010. 03614.x
  107. 107. Salas-Marina MA, et al. Colonization of Arabidopsis roots by Trichoderma atroviride promotes growth and enhances systemic disease resistance through jasmonic acid/ethylene and salicylic acid pathways. Eur. J. Plant Pathol. 2011; 131:15-26. doi:10.1007/s10658- 011-9782-6
  108. 108. Contreras-Cornejo HA, Macías-Rodríguez L, Del-Val E, Larsen J. Ecological functions of Trichoderma spp. and their secondary metabolites in the rhizosphere: interactions with plants. FEMS Microbiol. Ecol. 2016;92
  109. 109. Huang C, Yang K, Liu Y, Lin Y, Chen C. Suppression of Southern Corn Leaf Blight by a Plant Growth-Promoting Rhizobacterium Bacillus cereus C1L. Annals Applied Biology. 2010; 157:45-53. https://doi.org/10.1111/j.1744-7348.2010.00408.x
  110. 110. Ye Y, Li Q , Fu G, Yuan G, Miao J, Lin W. Identification of Antifungal Substance (Iturin A2) Produced by Bacillus subtilis B47 and Its Effect on Southern Corn Leaf Blight. Journal of Integrative Agriculture. 2012; 11:90-99. Available from: https://doi.org/10.1016/S1671-2927(12)60786-X
  111. 111. Van Peer R, Niemann G, Schippers B. Induced resistance and phytoalexin accumulation in biological control of Fusarium wilt of carnation by Pseudomonas sp. strain WCS 417 r. Phytopathology. 1991; 81:728-734
  112. 112. Conrath U, Beckers GJ, Langenbach CJ, Jaskiewicz MR. Priming for enhanced defense. Annu. Rev. Phytopathol. 2015;53; 97-119
  113. 113. Van Loon L. Induced resistance in plants and the role of pathogenesis-related proteins. Eur. J. Plant Pathol. 1997; 103:753-765
  114. 114. Pieterse CM, C. Zamioudis, R.L. Berendsen, D.M. Weller, S.C. Van Wees, P.A. Bakker, Induced systemic resistance by beneficial microbes, Annu. Rev. Phytopathol. 20; 1452:347-375
  115. 115. Adane K, Moore D, Archer SA. Preliminary studies on the use of Beauveria bassiana to control Sitophilus zeamais (Coleoptera: Curculionidae) in the laboratory. J. Stored Products Res. 1996.;32:105-113
  116. 116. Padin SB, Dal-Bello G, Fabrizio M. Grain loss caused by Tribolium castaneum, Sitophilus oryzae, and Acanthoscelides obtecus in stored durum wheat and beans treated with Beauveria bassiana. J. Stored Products Res. 2002;38: 69-74
  117. 117. Hidalgo E, Moore D, Le Patourel G. The effect of different formulations of Beauveria bassiana on Sitophilus zeamais in stored maize. J. Stored Products Res. 1998;34: 171-179
  118. 118. Moino Jr A. Alves SB, Pereira RM. Efficacy of Beauveria bassiana (Bals.) Vuilemin isolates for control of stored-grain pests. J. Appl. Entomol. 1998;122: 301-305
  119. 119. Rice, WC, Cogburn RR. Activity of the entomopathogenic fungus Beauveria bassiana (Deuteromycota: Hyphomycetes) against three coleopteran pests of stored grains. J. Econ. Entomol. 1999;92: 691-694
  120. 120. Dal-Bello G, Padin S, Lopez-Lastra C, Fabrizio M. Laboratory evaluation of chemical-biological control of the rice weevil (Sitophilus oryzae L.) in stored grains. J. Stored Products Res. 2001;37: 77-84
  121. 121. Sheeba G, Seshardi S, Raja N, Janarthanan S, Ignacinutha S. Efficacy of Beauveria bassiana for control of the rice weevil Sitophilus oryzae (L.) (Coleoptera: Curculionidae). Appl. Entomol. Zool. 2001;36: 117-120
  122. 122. Batta YA, Safieh DIA. A study of treatment effect with Metarhizium anisopliae and four types of dusts on wheat grain infestation with red flour beetles (Tribolium casteneum Herbs Coleoptera: Tenebrionidae). J Islamic Univ Gaza. 2005;13(1): 11-22
  123. 123. Batta YA. Control of the lesser grain borer (Rhyzopertha dominica Fab., Coleoptera: Bostrichidae) by treatments with residual formulations of Metarhizium anisopliae (Metchnikoff) Sorokin (Deuteromycotina: Hyphomycetes). J. Stored Products Res. 2005;41: 221-229
  124. 124. Batta YA, Abu Safieh DI. A study of treatment effect with Metarhizium anisopliae and four types of dusts on wheat grain infestation with red flour beetles (Tribolium castaneum Herbs., Coleoptera: Tenebrionidae). J. Islamic Univer. Gaza. 2005;13: 11-22
  125. 125. Michalaki M, Athanassiou C, Kavallieratos N, Batta Y, Balotis G. Effectiveness of Metarhizium anisopliae (Metchinkoff) Sorokin applied alone or in combination with diatomaceous earth against Tribolium confusum (Du Val) larvae: influence of temperature, relative humidity and type of commodity. Crop Prot. 2006;25: 418-425
  126. 126. Henkel JS, Baldwin MR, Barbieri JT. Toxins from bacteria. EXS. 2010; 100:1-29
  127. 127. Schünemann R, Knaak N, Fiuza LM. Mode of action and specificity of Bacillus thuringiensis toxins in the control of caterpillars and stink bugs in soybean culture. ISRN Microbiol. 2014; 2014:135675. doi: 10.1155/2014/135675
  128. 128. Höfte H, Whiteley HR. Insecticidal crystal proteins of Bacillus thuringiensis. Microbiol. Rev. 1989; 53:242-255
  129. 129. Frankenhuyzen KV. Insecticidal activity of Bacillus thuringiensis crystal proteins. J. Invertebr. Pathol. 2009; 101:1-16. doi: 10.1016/j.jip.2009.02.009
  130. 130. Palma L, Muñoz D, Berry C, Murillo J, Caballero P. Bacillus thuringiensis toxins: An overview of their biocidal activity. Toxins. 2014; 6:3296. doi: 10.3390/toxins6123296
  131. 131. Gelernter WD, Toscano NC, Kido K, Federici BA. Comparison of a nuclear polyhedrosis virus and chemical insecticides for control of the beet armyworm (Lepidopter: Noctuidae) on head lettuce. J. Econ. Entomol. 1986;79: 714-717
  132. 132. Pereira P, Nesci A, Etcheverry M. Effects of biocontrol agents on Fusarium verticillioides count and fumonisin content in the maize agroecosystem: impact on rhizospheric bacterial and fungal groups. Biol Control. 2007;42(3):281-287. doi:10.1016/j.biocontrol.2007.05.015
  133. 133. Cavaglieri L, Orlando J, Rodríguez MI, Chulze S, Etcheverry M. Biocontrol of Bacillus subtilis against Fusarium verticillioides in vitro and at the maize root level. Res Microbiol. 2005;156(5-6):748-754. doi:10.1016/j. resmic.2005.03.001
  134. 134. Pereira P, Nesci A, Castillo C, Etcheverry M. Field studies on the relationship between Fusarium verticillioides and maize (Zea mays L.): effect of biocontrol agents on fungal infection and toxin content of grains at harvest. Int. J Agron. 2011;2011:7. doi:10.1155/2011/486914
  135. 135. Pereira P, Nesci A, Castillo C, Etcheverry M. Impact of bacterial biological control agents on fumonisin B1 content and Fusarium verticillioides infection of field-grown maize. Biol Control. 2010;53(3):258-266. doi:10.1016/j.biocontrol.2010.02.001
  136. 136. Mao W, Lewis JA, Hebbar PK, Lumsden RD. Seed treatment with a fungal or a bacterial antagonist for reducing corn damping-off caused by species of Pythium and Fusarium. Plant Dis. 1996; 81:450-454
  137. 137. Pilcher R. The use of entomopathogens in the controlling of insect pests of stored product. Scientific Papers. Series A. Agronomy. 2016; 59: 235-240
  138. 138. Pilcher CD, et al. Biotechnology and the European corn borer: Measuring historical farmer perceptions and adoption of transgenic Bt corn as a pest management strategy. Journal of Economic Entomology. 2002; 95:878-892
  139. 139. Gómez-Barbero M, Berbel J, Rodríguez-Cerezo E. Bt corn in Spain - the performance of the EU's first GM crop. Nature Biotechnology. 2008; 26:384-386
  140. 140. Dowd PF. Indirect reduction of ear molds and associated mycotoxins in Bacillus thuringiensis corn under controlled and open field conditions. J Econ Entomol. 2000; 93:1669-1679
  141. 141. Munkvold GP. Epidemiology of Fusarium diseases and their mycotoxins in maize ears. Eur. J. Plant Pathol. 2003; 109:705-713. doi:10.1023/A:1026078324268
  142. 142. Wu F, Miller JD, Casman EA. The economic impact of Bt corn resulting from mycotoxin reduction. Journal of Toxicology-Toxin Reviews. 2004; 23:397-424. doi:10.1081/txr-200027872
  143. 143. Wu, F. Mycotoxin reduction in Bt corn: Potential economic, health, and regulatory impacts. Transgenic Research. 2006; 15:277-289. doi:10.1007/s11248-005-5237-1
  144. 144. Etcheverry M, Scandolara A, Nesci A, Vilas Boas Ribeiro MS, Pereira P, Battilani P. Biological interactions to select biocontrol agents against toxi-genic strains of Aspergillus flavus and Fusarium verticillioides from maize. Mycopathologia. 2009;167(5):287-295. doi:10.1007/s11046-008-9177-1

Written By

Damilola Omobowale Seyi-Amole and Abiodun A. Onilude

Submitted: 12 March 2021 Reviewed: 29 March 2021 Published: 23 July 2021