| Literature DB >> 33153030 |
Raufa Batool1, Muhammad Jawad Umer2, Yangzhou Wang3, Kanglai He1, Tiantao Zhang1, Shuxiong Bai1, Yang Zhi4, Jie Chen5, Zhenying Wang1.
Abstract
Ostrinia furnacalis, is the major pest of maize causing significant yield losses. So far, many approaches have been used to increase the virulence of entomopathogenic fungal isolates. The current study is an attempt to estimate synergistic effect of Beauveria bassiana and Trichoderma asperellum in order to explore larval immune response through RNA sequencing and differentially expression analysis. In vivo synergism was examined in seven proportions (B. bassiana: T. asperellum = 1:1, 1:2, 1:3, 1:4, 4:1, 3:1, 2:1) and in the in vitro case, two inoculation methods were applied: seed coating and soil drenching. Results revealed significant decrease in plant damage and high larval mortality in fungal treatments. Fungal isolates mediated the plant defense by increasing proline, superoxide dismutase (SOD), peroxidase (POD), polyphenol oxidase (PPO) and protease activities. Seed coating method was proved to be the most effective in case of maize endophytic colonization. In total, 59 immune-related differentially expressed genes DEGs were identified including, cytochrome P450, heat shock protein, ABC transporter, cadherin, peptidoglycan recognition protein (PGRP), cuticlular protein, etc. Further, transcriptomic response was confirmed by qRT-PCR. Our results concluded that, coculture of B. bassiana and T. asperellum has the synergistic potential to suppress the immune response of O. furnacalis and can be used as sustainable approach to induce plant resistance through activation of defense-related enzymes.Entities:
Keywords: Beauveria bassiana; Ostrinia furnacalis; Trichoderma asperellum; combine application; entomopathogenic fungi; transcriptomic response
Mesh:
Year: 2020 PMID: 33153030 PMCID: PMC7663379 DOI: 10.3390/ijms21218215
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
Figure 1Mortality (%) of O. furnacalis larvae fed on B. bassiana OFDH1-5 (A) and T. asperellum GDFS1009 (B) incorporated diet at the first, third, and fifth day post treatment (DPT). Means followed by different lowercase letters above each bar indicates significant differences among the treatments (p < 0.05).
Median lethal concentration (LC50) value of B. bassiana OFDH1-5 and T. asperellum GDFS1009 bioassayed against O. furnacalis.
| Fungal Strain | LC50 (%) | 95% FL | Slope ± SE | X2 (DF = 13) | |
|---|---|---|---|---|---|
|
| 5.9 × 105 | 143015.917–1582815.025 | 0.436 ± 0.065 | 7.89 | ≤0.01 |
|
| 8.4 × 108 | 273575649.988–5512644984.830 | 0.454 ± 0.079 | 6.221 | ≤0.01 |
Figure 2Mortality (%) of O. furnacalis larvae fed on diet incorporated with binary combination of B. bassiana OFDH1-5 + T. asperellum GDFS1009 in different proportions recorded at 1, 3, and 5 days post treatment (DPT). Means followed by different lowercase letters above each bar indicates significant differences among the treatments (p < 0.05).
Figure 3Scanning electron micrograph of infected larva reveals spores and hyphae structures in body cavity; B. bassiana OFDH1-5 (A); T. asperellum GDFS1009 (B) and B. bassiana OFDH1-5 + T. asperellum GDFS1009 (C). Arrow indicates spores (S) and hyphae (Hy).
Figure 4Scanning electron micrograph sowing cuticle proliferation (C-pro) due to hyphal penetration in infected larval body: B. bassiana OFDH1-5 (A); T. asperellum GDFS1009 (B) and B. bassiana OFDH1-5 + T. asperellum GDFS1009 (C). Arrow indicates cuticle proliferation (C-pro), spores (S) and hyphae (Hy).
Figure 5Scanning electron micrograph of infected larval body fully covered with myceli and a closer view showing dense structure of fungal spores and hyphae growing on the body surface: B. bassiana OFDH1-5 (A); T. asperellum GDFS1009 (B) and B. bassiana OFDH1-5 + T. asperellum GDFS1009 (C). Arrow indicates spores (S) and hyphae (Hy).
Effect of fungal inoculation on mortality (%) of O. furnacalis, number and length of tunnels in maize plants. Each value is the mean of three different replicates ± standard deviation. Treatment details: uninoculated and uninfested control (C); seed coating with B. bassiana OFDH1-5 (T1); soil drenching with B. bassiana OFDH1-5 (T2); seed coating with T. asperellum GDFS1009 (T3); soil drenching with T. asperellum GDFS1009 (T4); seed treatment with binary combination of B. bassiana OFDH1-5 + T. asperellum GDFS1009 (T5); soil drenching with binary combination of B. bassiana OFDH1-5 + T. asperellum GDFS1009 (T6); infested control (insect control) (T7).
| Treatments | Mortality (%) | Tunnel Number | Tunnel Length (cm) |
|---|---|---|---|
|
| 0 ± 0 e | 0 ± 0 e | 0 ± 0 d |
|
| 85 ± 1.6 a | 1.2 ± 0.79 c,d | 0.765 ± 0.75 c,d |
|
| 71.6 ± 4.3 b,c | 1.7 ± 0.82 b,c | 1.14 ± 0.55 b,c,d |
|
| 53.3 ± 2.2 c | 2.3 ± 0.48 b | 2.08 ± 0.81 b,c |
|
| 46.67 ± 2.1 d | 2.3 ± 0.5 b | 2.476 ± 1.06 b |
|
| 91.7 ± 3.7 a | 0.6 ± 0.84 d,e | 0.49 ± 0.72 d |
|
| 81.6 ± 0.74 a,b | 1.1 ± 0.57 c,d | 1.208 ± 0.68 b,c,d |
|
| 8.7 ± 2.7 e | 4.7 ± 1.16 a | 4.64 ± 1.96 a |
For each column, different lowercase letters indicate significant differences among the treatments, as measured by one-way ANOVA followed by Tukey’s test (p < 0.05).
Figure 6Effect of entomopathogenic fungi on POD (A); SOD (B); proline (C); protease (D) and PPO (E) activity of plants at 0 h and 72 h of insect attack. Treatment detail: uninoculated and uninfested control (C); seed coating with B. bassiana OFDH1-5 (T1); soil drenching with B. bassiana OFDH1-5 (T2); seed coating with T. asperellum GDFS1009 (T3); soil drenching with T. asperellum GDFS1009 (T4); seed treatment with binary combination of B. bassiana OFDH1-5 + T. asperellum GDFS1009 (T5); soil drenching with binary combination of B. bassiana OFDH1-5 + T. asperellum GDFS1009 (T6); infested control (insect control) (T7). Means followed by different lowercase letters above each bar indicates significant differences among the treatments (p < 0.05).
Figure 7Effect of entomopathogenic fungi on chlorophyll a (A); chlorophyll b (B); carotenoids (C) and total chlorophyll content (D) of plants, at 0 h and 72 h of insect attack. Treatment detail: uninoculated and uninfested control (C); seed coating with B. bassiana OFDH1-5 (T1); soil drenching with B. bassiana OFDH1-5 (T2); seed coating with T. asperellum GDFS1009 (T3); soil drenching with T. asperellum GDFS1009 (T4); seed treatment with binary combination of B. bassiana OFDH1-5 + T. asperellum GDFS1009 (T5); soil drenching with binary combination of B. bassiana OFDH1-5 + T. asperellum GDFS1009 (T6); infested control (insect control) (T7).2.4. Transcriptome analysis and identification of differentially expressed genes (DEGs) in ACB. Means followed by different lowercase letters above each bar indicates significant differences among the treatments (p < 0.05).
Number of differentially expressed genes in O. furnacalis in response to fungal infection.
| DEG Set | Total | Upregulated | Downregulated |
|---|---|---|---|
|
| 218 | 168 | 50 |
|
| 38 | 13 | 25 |
|
| 45 | 17 | 28 |
Figure 8PCA analysis showing variability of data (A) and hierarchical cluster analysis showing expression level of DEGs in all treatments (B). Green color indicates genes with a higher expression and red color indicates lower expression.
Figure 9Gene Ontology (GO) classifications of differentially expressed genes. The differentially expressed genes were grouped into three hierarchically stretched GO terms, biological process, cellular component and molecular functions. Control vs B. bassiana (Control vs. BB) (A); Control vs B. bassiana + T. asperellum (Control vs. BB+TH) (B) and Control vs T. asperellum (control vs. TH) (C).
Figure 10Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment scatter plot. The vertical axis represents the path name, and the horizontal axis represents the path factor corresponding to the Rich factor. The size of the q-value is represented by the color of the point. The smaller the q-value, the closer the color is to the red color. The number of differential genes included in each pathway are expressed by the size of the point. Control vs B. bassiana (Control vs. BB) (A); Control vs B. bassiana + T. asperellum (Control vs. BB+TH) (B) and Control vs T. asperellum (Control vs. TH) (C).
Summary of immune-related genes identified in O. furnacalis transcriptome after entomopathogenic fungal infection.
| Gene ID | Function | Expression (Log2) | ||
|---|---|---|---|---|
| CONTROL | CONTROL | CONTROL | ||
| gene-LOC114351388 | Signal transduction mechanisms | 2.891216 | --- | -- |
| gene-LOC114359283 | serine/threonine-protein kinase | 1.801724 | -- | -- |
| gene-LOC114365584 | Signal transduction mechanisms | 1.71629 | -- | -- |
| gene-LOC114363167 | Signal transduction mechanisms | 1.111284 | -- | -- |
| gene-LOC114352123 | peptidoglycan recognition protein | 1.783481 | -- | -- |
| gene-LOC114359877 | chitinase-3 | 3.204765 | -- | -- |
| gene-LOC114354452 | Signal transduction mechanisms | −1.1389 | -- | -- |
| gene-LOC114351571 | Signal transduction mechanisms | 1.841207 | -- | -- |
| gene-LOC114354308 | Defense mechanisms (ABC transporter) | 1.421725 | -- | -- |
| gene-LOC114366083 | Signal transduction mechanisms | 2.038954 | -- | -- |
| gene-LOC114350700 | Signal transduction mechanisms | 2.649408 | -- | -- |
| gene-LOC114356220 | heat shock protein 83 | −1.72546 | −1.8703 | -- |
| gene-LOC114353130 | Defense mechanisms (ABC transporter) | 2.170025 | -- | -- |
| gene-LOC114358387 | heat shock protein 20.4 | −2.57941 | −2.9913 | -- |
| gene-LOC114353313 | UDP-glucosidase | 1.953112 | -- | 1.78757 |
| gene-LOC114362284 | Signal transduction mechanisms | 1.597204 | -- | -- |
| gene-LOC114359576 | serine/threonine-protein kinase | 1.717456 | -- | -- |
| gene-LOC114362676 | serine/threonine-protein kinase | 1.821126 | -- | -- |
| gene-LOC114365247 | Signal transduction mechanisms | 1.355035 | -- | -- |
| gene-LOC114364856 | Signal transduction mechanisms | 1.350309 | -- | -- |
| gene-LOC114357915 | Signal transduction mechanisms | 1.705776 | -- | -- |
| gene-LOC114357147 | Signal transduction mechanisms | 1.634834 | -- | -- |
| gene-LOC114362187 | Signal transduction mechanisms | 1.942793 | -- | -- |
| gene-LOC114351255 | serine/threonine-protein phosphatase | 1.745418 | -- | -- |
| gene-LOC114355543 | Signal transduction mechanisms | 1.109096 | -- | -- |
| gene-LOC114366552 | Insect cuticle protein | −1.75469 | -- | -- |
| gene-LOC114354721 | heat shock protein 24.3 | −2.38213 | −3.15665 | -- |
| gene-LOC114351436 | serine proteinase inhibitor | 2.446235 | -- | -- |
| gene-LOC114352122 | peptidoglycan-recognition protein-S | 2.992085 | -- | -- |
| gene-LOC114354585 | peptidoglycan-recognition protein-S | 1.810414 | -- | -- |
| gene-LOC114356221 | Heat shock protein 70 | −2.19843 | −2.84068 | −1.96491 |
| gene-LOC114354346 | Signal transduction mechanisms | 1.478152 | -- | -- |
| gene-LOC114351799 | Signal transduction mechanisms | 1.927021 | -- | -- |
| gene-LOC114351742 | Signal transduction mechanisms | 1.262353 | -- | -- |
| gene-LOC114366353 | Insect cuticle protein | −2.04885 | −1.34725 | 2.27946 |
| gene-LOC114362562 | Cadherin | 1.536785 | 0.9054481 | 0.7932067 |
| gene-LOC114366367 | Insect cuticle protein | −1.66763 | −1.26854 | 1.5968267 |
| gene-LOC114354308 | ACB transporter | 1.421725 | 1.1354 | 1.11238 |
| gene-LOC114350074 | UDP-glucuronosyltransferase | −1.41575 | −0.9498 | −1.30987 |
| gene-LOC114359337 | Signal transduction mechanisms | -- | 2.726825 | -- |
| gene-LOC114356222 | Protein lethal essential for life (HSP-20) | -- | −2.80833 | −2.34904 |
| gene-LOC114363773 | Heat shock protein 68 | −4.13625 | −3.49075 | −3.89546 |
| gene-LOC114353087 | Cytochrome P450 | −0.99134 | −1.6274 | −0.23413 |
| gene-LOC114354720 | Protein lethal (2) essential for life | -- | −2.25955 | −1.99824 |
| gene-LOC114352113 | Peptidoglycan-recognition protein-B | −2.05588 | −2.1622 | |
| gene-LOC114353764 | Protein lethal essential for life (HSP- 20) | -- | −3.00427 | −1.69466 |
| gene-LOC114358386 | Protein lethal essential for life (HSP−20) | -- | −2.45793 | -- |
| gene-LOC114357364 | Defense mechanisms (ABC transporter) | -- | 3.555454 | -- |
Figure 11The qRT-PCR analysis of selected differentially expressed genes to confirm expression patterns indicated by RNA-sequencing. UDP-glucuronosyltransferase gene-LOC114350074 (A); larval/pupal rigid cuticle protein gene-LOC114366353 (B); larval/pupal rigid cuticle protein 2 gene-LOC114366367 (C); ABC transporter 1 gene-LOC114354308 (D); ABC transporter 2 gene-LOC114353130 (E); cadherin gene-LOC114362562 (F); HSP70 gene-LOC114356221 (G); HSP68 gene-LOC114363773 (H); cytochrome P450 gene-LOC114353087 (I); PRPB gene-LOC114352113 (J) and PRPS gene-LOC114352122 (K). Means followed by different lowercase letters above each bar indicates significant differences among the treatments (p < 0.05).