Occurrence and pathogenicity of medfly-associated fungi
Occurrence frequencies
During this study, 1320 Ceratitis capitata pupae were used as bait to trap and isolate entomopathogenic fungi from 22 soil samples. Approximately 23% (300) pupae were fungi infected. Results demonstrated that all studied soil samples contain medfly-associated fungi with infection percentages ranged from 3.33 to 48%. The isolation of these fungi on PDA yielded 260 fungal isolates belonging to 22 species and 10 genera. Further, the abundance and richness of fungal species vary according to soil samples.
The occurrence frequencies of fungal species varied as illustrated in Fig. 3. Fusarium (Link; Hypocreales: Nectriaceae) was the most frequent genus in the studied soils and accounted for 32% (83 isolates) followed by Beauveria bassiana species with 19% (50 isolates) and Penicillium sp. (Link; Eurotiales: Aspergillaceae), Cladosporium sp. (Link; Capnodiales: Cladosporiaceae) and Scedosporium sp. (Sacc. ex Castell. & Chalm.; Microascales: Microascaceae) with more than 8% isolates (22 isolates for each). The occurrence frequencies of Aspergillus flavus (Link; Eurotiales, Aspergillaceae), Aschersonia sp. (Mont.; Hypocreales: Clavicipitaceae), and Aspergillus niger (Tieghem; Eurotiales: Aspergillaceae) strains were ranged from 4.6% to 5.7%. On the other hand, results showed that Acremonium sp. Link (Hypocreales), Epicoccum sp. (Link; Pleosporales: Didymellaceae), Neoscytalidium sp. (Crous & Slippers; Botryosphaeriales: Botryosphaeriaceae), and Aspergillus nidulans ((Eidam) G. Winter; Eurotiales, Aspergillaceae) were less frequent in argan and citrus soils with less than 3.1% occurrence frequency. Among isolated strains, the genus Fusarium represented a higher diversity with seven different strains.
Pathogenicity tests
To confirm the pathogenicity, a virulence test of 22 fungal isolates was carried out (Fig. 4). Analysis of the results showed highly significant differences between the isolates (p-value = 0.0000 – Fisolate = 7.994 - df = 21). Determination of homogeneous groups by Fisher’s LSD demonstrated that Acremonium sp. was the most virulent strain and caused 100% pupae mortality. Strains of the second group consisted of Fusarium sp. (Pi21), Fusarium sp. (OS11), B. bassiana (NS10), Aschersonia sp. (Pt14), B. bassiana (OS1), and A. flavus with corrected mortality rates up to 91% followed by 89.99% mortality by Fusarium oxysporum (Schltdl.) (NS1) and 87.99% mortality by Cladosporium sp. These strains formed homogeneous groups as “a”, “ab”, “abc”, “abcd” and “abcde”, respectively with mortality rates over 87%.
On the contrary, strains of Scedosporium sp, Penicillium sp., Neoscytalidium sp. NS7, A. niger, and Fusarium spp. (NS11 and Pt31) caused 55% pupae mortality whereas Fusarium sp. (NS8) did not affect medfly pupae (0% mortality).
Influence of soil parameters on the abundance of medfly-associated fungi
Principal component analysis (PCA) results (Fig. 5) showed the effect of soil parameters on the abundance of medfly-associated entomopathogenic fungi.
Results revealed significant differences between soil samples with a general variability of 64.7%. The first axis of PCA (Dim1) represents 48.9% variability related to soil texture (sand and silt content), relative humidity and nitrogen content (N), Shannon index, evenness, and generic richness. The second axis of PCA (Dim 2) represents a 15.8% variability that is strongly related to pH, organic matter content, infection percentages, and C/N ratio. Distribution of these parameters revealed that the generic richness and ecological balance of these soils increase the chances of fungal infection in insects. Likewise, high sand content in the soil promotes the infection process. The abundance of entomopathogenic fungi in soils also requires high organic matter content and moderate pH (around 8). Moreover, our results showed that high relative soil humidity negatively influences EPF’s abundance and insect infection percentages (Ir). C/N ratio is an indicator of soil health and is generally related to microbial activity and abundance of fungi in the soils.
PCA demonstrated that soils of argan fields (argan with crops) and soils of argan forests were more suitable for the development of medfly-associated entomopathogenic fungi. Moderate pH, high organic matter content, adequate moisture, and sandy texture make these soils a good habitat for medfly entomopathogenic fungi. However, citrus soils may contain pesticide residues that prevent the growth of microorganisms and possess a high C/N ratio, pH, and EC. Besides their silty texture (Fig. 5), irrigation in citrus orchards increases the soil relative humidity which influences the development of entomopathogenic fungi.
To illustrate the effect of soil parameters on the generic richness and fungal infection percentages (Ir), we studied the correlation between each parameter to these two factors (Fig. 6). The results demonstrated a strong correlation between infection percentages and soil texture, organic matter content, and evenness. The infection percentages were positively correlated to evenness (J) by more than 70% and approximately 60% to organic matter (OM) and sand content. Relative humidity (RH) and silt content were negatively correlated with the infection percentages by approximately -60%. In general, soil rich in organic matter with adequate humidity was noted to be rich in microorganisms, which increases the probability of insect infection by fungi. High sand content in soil facilitates the mobility of insects as well as fungal conidia. The generic richness of soil was negatively related to pH by -65% but positively correlated to the evenness (J) by more than 80% and organic matter content (OM) by more than 40%. Moderate pH, high organic matter content, and adequate moisture promote the growth of different fungal species in soil.
Influence of soil parameters on the distribution of medfly-associated fungi strains
To understand the relationship between soil parameters and the distribution of EPF strains, an analysis of co-inertia was performed by joining tables of soil parameters and the distribution of strains in the soils. Schematization of these results was carried out in the software “R” by using "Factoextra" and "ggplot2" packages (Fig. 7 (A)). Principal component analysis (PCA) showed that the distribution and abundance of fungi genera are directly influenced by soil health (generic richness, Shannon index, and evenness), pH, C/ N, and texture. In general, increased pH and sand content whereas decreased C/N and organic matter content promote the development of highly potent entomopathogenic fungi such as B. bassiana, A. flavus, and Acremonium sp. These species generally grow and develop in the same soils with low generic richness. On the other side, strains of Aschersonia sp., Penicillium sp., A. nidulans, and Cladosporium sp. require high relative humidity and very high silt, clay, and organic matter content. Except for Aschersonia sp., these species are usually saprophytes and they were better adapted to soils with low generic richness, organic matter content, C/N ratio, and pH as well as toto soils with high relative humidity. Furthermore, the results of this study revealed that there was no effect of soil texture on the availability of species belonging to the genus Fusarium.
Besides the physical and chemical properties of soil, results of fungi isolation showed the influence of soil’s origin on the distribution of medfly-associated fungi (Fig. 7 (B)). The classification of strains according to the origins of soils revealed that soils of argan forest and argan fields (argan with crops) are favourable to most of these fungi. In contrast, the soil of citrus orchards was observed to be less suitable for the development of medfly-associated entomopathogenic fungi. The strains of Aspergillus flavus, Epicoccum sp., Neoscytalidium sp., and Acremonium sp. were more abundant in forest soils. However, strains of Penicillium sp., Scedosporium sp., A. nidulans, and Aschersonia sp. are better adapted to argan fields (argan with crops). The strains of Fusarium sp., A. niger, and B. bassiana were abundant in all soils of argan trees (forest and fields).
In short, the results of this study proved the significant effects of physical and chemical properties of soil and its origin (forest or agricultural soil) on the availability and distribution of medfly-associated entomopathogenic fungi.