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Transcriptome analysis of Callosobruchus chinensis: insight into the biological control using entomopathogenic bacteria, Bacillus thuringiensis

Abstract

Bacillus thuringiensis based microbial pesticide is a potential alternative to fumigants. However, the effect of this entomopathogenic bacteria on stored-product pests, and the molecular mechanisms of insect response remain to be investigated. In this study, we showed that B. thuringiensis exhibited toxicity against Callosobruchus chinensis (L.) larvae. The 50% and 95% lethal concentrations in response to B. thuringiensis were 1.08 × 107 and 4.27 × 107 spores, respectively. We established a transcriptome to identify differential expressed genes. The predicted unigenes were categorized into 62 GO terms. A total of 187 DEGs were identified according to RNA-seq analysis, which 73 were downregulated and 114 were upregulated. And we preformed RT-qPCR assays to validate RNA-seq results. Both RNA-seq and RT-qPCR indicated that L-lactate dehydrogenase and glycoside hydrolase were inhibited in response to B. thuringiensis, while antimicrobial peptide, GST, and heat shock 90 were induced, suggesting that these genes might be involved in B. thuringiensis insecticidal effect for storage pests. A better understanding of molecular response to B. thuringiensis will facilitate us to develop a viable strategy method to control stored-product pests.

Keywords:
adzuki bean weevil; biological control; Bacillus thuringiensis; transcriptome analysis

1 Introduction

Approximately 10-20% stored agricultural products are lost to storage insect pests in the world each year (Weaver & Petroff, 2004). Sometimes, it can even exceed the losses during the growing period of the crop. To protect the stored products from insect damage, some disinfest technologies are applied in commodity storage, including high/low temperature, controlled atmosphere, and ionizing radiation (Fields & White, 2002Fields, P. G., & White, N. D. (2002). Alternatives to methyl bromide treatments for stored-product and quarantine insects. Annual Review of Entomology, 47(1), 331-359. http://dx.doi.org/10.1146/annurev.ento.47.091201.145217. PMid:11729078.
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; Boyer et al., 2012bBoyer, S., Zhang, H., & Lemperiere, G. (2012b). A review of control methods and resistance mechanisms in stored-product insects. Bulletin of Entomological Research, 102(2), 213-229. http://dx.doi.org/10.1017/S0007485311000654. PMid:22126937.
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; Wang et al., 2018Wang, L., Cui, S., Liu, Z., Ping, Y., Qiu, J., & Geng, X. (2018). Inhibition of mitochondrial respiration under hypoxia and increased antioxidant activity after reoxygenation of Tribolium castaneum. PLoS One, 13(6), e0199056. http://dx.doi.org/10.1371/journal.pone.0199056. PMid:29902250.
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). A limit of irradiation usage in pest control was that some individuals remain alive for weeks after treatment even with generally damage and sterility (Sang et al., 2016Sang, W., Speakmon, M., Zhou, L., Wang, Y., Lei, C., Pillai, S. D., & Zhu-Salzman, K. (2016). Detrimental effects of electron beam irradiation on the cowpea bruchid Callosobruchus maculatus. Pest Management Science, 72(4), 787-795. http://dx.doi.org/10.1002/ps.4053. PMid:26033414.
http://dx.doi.org/10.1002/ps.4053...
; Wang et al., 2019Wang, L., Cheng, W., Meng, J., Speakmon, M., Qiu, J., Pillai, S., & Zhu-Salzman, K. (2019). Hypoxic environment protects cowpea bruchid (Callosobruchus maculatus) from electron beam irradiation damage. Pest Management Science, 75(3), 726-735. http://dx.doi.org/10.1002/ps.5172. PMid:30101505.
http://dx.doi.org/10.1002/ps.5172...
). Chemical fumigation is the most effective method to control storage pests (Fields & White, 2002Fields, P. G., & White, N. D. (2002). Alternatives to methyl bromide treatments for stored-product and quarantine insects. Annual Review of Entomology, 47(1), 331-359. http://dx.doi.org/10.1146/annurev.ento.47.091201.145217. PMid:11729078.
http://dx.doi.org/10.1146/annurev.ento.4...
). However, methyl bromide had been phased out owning to damage to the ozone layer. Phosphine was a widely used fumigation due to its easy application and high effectiveness. Increasing pest resistance and long fumigation limited the sustainable application of phosphine (Benhalima et al., 2004Benhalima, H., Chaudhry, M. Q., Mills, K. A., & Price, N. R. (2004). Phosphine resistance in stored-product insects collected from various grain storage facilities in Morocco. Journal of Stored Products Research, 40(3), 241-249. http://dx.doi.org/10.1016/S0022-474X(03)00012-2.
http://dx.doi.org/10.1016/S0022-474X(03)...
; Oppert et al., 2015Oppert, B., Guedes, R. N., Aikins, M. J., Perkin, L., Chen, Z., Phillips, T. W., Zhu, K. Y., Opit, G. P., Hoon, K., Sun, Y., Meredith, G., Bramlett, K., Hernandez, N. S., Sanderson, B., Taylor, M. W., Dhingra, D., Blakey, B., Lorenzen, M., Adedipe, F., & Arthur, F. (2015). Genes related to mitochondrial functions are differentially expressed in phosphine-resistant and -susceptible Tribolium castaneum. BMC Genomics, 16(1), 968. http://dx.doi.org/10.1186/s12864-015-2121-0. PMid:26582239.
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). Other candidate fumigants, such as sulfuryl fluoride (Jagadeesan et al., 2021Jagadeesan, R., Singarayan, V. T., & Nayak, M. K. (2021). A co-fumigation strategy utilizing reduced rates of phosphine (PH3) and sulfuryl fluoride (SF) to control strongly resistant rusty grain beetle, Cryptolestes ferrugineus (Stephens) (Coleoptera: Laemophloeidae). Pest Management Science, 77(9), 4009-4015. http://dx.doi.org/10.1002/ps.6424. PMid:33890393.
http://dx.doi.org/10.1002/ps.6424...
), ethylene oxide (Bessaire et al., 2021Bessaire, T., Stroheker, T., Eriksen, B., Mujahid, C., Hammel, Y. A., Varela, J., Delatour, T., Panchaud, A., Mottier, P., & Stadler, R. H. (2021). Analysis of ethylene oxide in ice creams manufactured with contaminated carob bean gum (E410). Food Additives & Contaminants: Part A, 38(12), 2116-2127. http://dx.doi.org/10.1080/19440049.2021.1970242. PMid:34477495.
http://dx.doi.org/10.1080/19440049.2021....
), and methyl benzoate (Mostafiz et al., 2022Mostafiz, M., Hassan, E., & Lee, K.-Y. (2022). Methyl Benzoate as a promising, environmentally safe insecticide: current status and future perspectives. Agriculture, 12(3), 378. http://dx.doi.org/10.3390/agriculture12030378.
http://dx.doi.org/10.3390/agriculture120...
; Wang et al., 2022Wang, L., Ding, S., Zhang, N., Lu, Y., Geng, X., & Zhao, Z. (2022). The insecticidal activity of methyl benzoate against Tribolium castaneum by transcriptomic analysis and in-silico simulation. Journal of Stored Products Research, 97, 101972. http://dx.doi.org/10.1016/j.jspr.2022.101972.
http://dx.doi.org/10.1016/j.jspr.2022.10...
), may taint the storage commodity, leaving phytotoxic residues, or can not be registered by economic/health reasons.

Microbial pesticide is a kind of eco-friendly methods to control insect pests, due to its less inherently damage to environment and effective disinfestation to target pests. Bacillus thuringiensis (Malaikozhundan & Vinodhini, 2018Malaikozhundan, B., & Vinodhini, J. (2018). Biological control of the Pulse beetle, Callosobruchus maculatus in stored grains using the entomopathogenic bacteria, Bacillus thuringiensis. Microbial Pathogenesis, 114, 139-146. http://dx.doi.org/10.1016/j.micpath.2017.11.046. PMid:29191706.
http://dx.doi.org/10.1016/j.micpath.2017...
), Beauveria bassiana (Shi et al., 2019Shi, N., Yang, G., Wang, P., Wang, Y., Yu, D., & Huang, B. (2019). Complete genome sequence of a novel partitivirus from the entomogenous fungus Beauveria bassiana in China. Archives of Virology, 164(12), 3141-3144. http://dx.doi.org/10.1007/s00705-019-04428-1. PMid:31598844.
http://dx.doi.org/10.1007/s00705-019-044...
) and Metarhizium anisopliae (Sabbour, 2003Sabbour, M. M. (2003). Combined effects of some microbial control agents mixed with botanical extracts on some stored product insects. Pakistan Journal of Biological Sciences, 6(1), 51-56. http://dx.doi.org/10.3923/pjbs.2003.51.56.
http://dx.doi.org/10.3923/pjbs.2003.51.5...
) are commonly used as biopesticides to control insect pests. For example, the B. bassiana and M. anisopliae can be used to control Spodoptera littoralis (Boisduval) under laboratory conditions. The population of Callosobruchus maculatus F. significantly reduced when treated with B. bassiana (Cherry et al., 2005Cherry, A. J., Abalo, P., & Hell, K. (2005). A laboratory assessment of the potential of different strains of the entomopathogenic fungi Beauveria bassiana (Balsamo) Vuillemin and Metarhizium anisopliae (Metschnikoff) to control Callosobruchus maculatus (F.) (Coleoptera: Bruchidae) in stored cowpea. Journal of Stored Products Research, 41(3), 295-309. http://dx.doi.org/10.1016/j.jspr.2004.04.002.
http://dx.doi.org/10.1016/j.jspr.2004.04...
). B. thuringiensis is gram-positive bacteria of Bacillaece family (Schnepf et al., 1998Schnepf, E., Crickmore, N., Van Rie, J., Lereclus, D., Baum, J., Feitelson, J., Zeigler, D. R., & Dean, D. H. (1998). Bacillus thuringiensis and its pesticidal crystal proteins. Microbiology and Molecular Biology Reviews, 62(3), 775-806. http://dx.doi.org/10.1128/MMBR.62.3.775-806.1998. PMid:9729609.
http://dx.doi.org/10.1128/MMBR.62.3.775-...
). It produces parasporal crystals which is toxic for insect pests in agricultural plants and products. The crystal protein is a promising biopesticide to control Lepidoptera, Diptera and Coleoptera pests, due to its highly target specificity and environmental safety (Burges, 1981Burges, H. D. (1981). Microbial control of pests and plant diseases 1970-1980. London: Academic Press.; Aranda et al., 1996Aranda, E., Sanchez, J., Peferoen, M., Güereca, L., & Bravo, A. (1996). Interactions of Bacillus thuringiensis crystal proteins with the midgut epithelial cells of Spodoptera frugiperda (Lepidoptera: Noctuidae). Journal of Invertebrate Pathology, 68(3), 203-212. http://dx.doi.org/10.1006/jipa.1996.0087. PMid:8931361.
http://dx.doi.org/10.1006/jipa.1996.0087...
; Bohorova et al., 1996Bohorova, N., Maciel, A. M., Brito, R. M., Aguilart, L., Ibarra, J. E., & Hoisington, D. (1996). Sélection et caractérisation d’isolats mexicains de Bacillus thuringiensis actifs contre quatre Lépidoptères majeurs du maïs. Entomophaga, 41(2), 153-165. http://dx.doi.org/10.1007/BF02764243.
http://dx.doi.org/10.1007/BF02764243...
). It was reported that B. thuringiensis-abamectin diet significantly prolonged the developmental time for Helicoverpa armigera (Hübner) larvae (Wanna et al., 2010Wanna, R., Xu, Z., Liu, Y., Yu, H., Ren, L., He, L., & Li, J. (2010). Effects of the mixed biocide Bacillus thuringiensis–abamectin on the development of the parasitoid Microplitis mediator and its host Helicoverpa armigera. Entomologia Experimentalis et Applicata, 137(2), 111-119. http://dx.doi.org/10.1111/j.1570-7458.2010.01055.x.
http://dx.doi.org/10.1111/j.1570-7458.20...
). In Bracon brevicornis Wesmael, the egg hatching, emergence rate and longevity decreased in the B. thuringiensis feeding insects compared to non- B. thuringiensis individuals (Temerak, 1982Temerak, S. (1982). Interactions between Bacillus thuringiensis Berl. and the larvae of the braconid Bracon brevicornis Wesm. through the larvae of Sesamia cretica Led. at different temperatures. Anzeiger fur Schadlingskunde Pflanzenschutz Umweltschutz, 55(9), 137-140. http://dx.doi.org/10.1007/BF01902704.
http://dx.doi.org/10.1007/BF01902704...
). In stored-product pests, B. thuringiensis was also a potential biological agent to control Sitophilus granaries (L.), Tribolium castaneum (Herbst), and C. maculatus. A dose of 4 × 108 cells/mL of B. thuringiensis led to 100% mortality of C. maculatus. The significant delay in C. maculatus larval, pupal, and total development period was observed after B. thuringiensis treatment (Malaikozhundan & Vinodhini, 2018Malaikozhundan, B., & Vinodhini, J. (2018). Biological control of the Pulse beetle, Callosobruchus maculatus in stored grains using the entomopathogenic bacteria, Bacillus thuringiensis. Microbial Pathogenesis, 114, 139-146. http://dx.doi.org/10.1016/j.micpath.2017.11.046. PMid:29191706.
http://dx.doi.org/10.1016/j.micpath.2017...
). However, it required more B. thuringiensis to control S. granaries and T. castaneum, which indicated that these pests were not susceptible to B. thuringiensis. As the concern of environmental awareness and food safety increased, B. thuringiensis based biopesticide will become more and more important in the context of Integrated Pest Management (IPM), to protect stored grains from pests damage (Melo et al., 2016Melo, A. L., Soccol, V. T., & Soccol, C. R. (2016). Bacillus thuringiensis: mechanism of action, resistance, and new applications: a review. Critical Reviews in Biotechnology, 36(2), 317-326. http://dx.doi.org/10.3109/07388551.2014.960793. PMid:25264571.
http://dx.doi.org/10.3109/07388551.2014....
; Domínguez-Arrizabalaga et al., 2020Domínguez-Arrizabalaga, M., Villanueva, M., Escriche, B., Ancín-Azpilicueta, C., & Caballero, P. (2020). Insecticidal activity of Bacillus thuringiensis proteins against coleopteran pests. Toxins, 12(7), 430. http://dx.doi.org/10.3390/toxins12070430. PMid:32610662.
http://dx.doi.org/10.3390/toxins12070430...
). However, poor information about the molecular response of stored-product pests to B. thuringiensis is known, which limits the widely applications of microbial pesticide.

The Callosobruchus chinensis (L.) (Coleoptera: Bruchidae) is an insect pest for serious postharvest seed loss in leguminous crops, particularly in the legume growing areas, such as Brazil, India and China. Female adults can lay 50-100 eggs on the seed surface. Larvae and pupae feed and develop inside the seeds. New adults emerge, mate and a new infestation cycle begins. The total life cycle takes about a month. Insects reproduce rapid and can result in 100% infestation to leguminous seeds within few months (Wang et al., 2019Wang, L., Cheng, W., Meng, J., Speakmon, M., Qiu, J., Pillai, S., & Zhu-Salzman, K. (2019). Hypoxic environment protects cowpea bruchid (Callosobruchus maculatus) from electron beam irradiation damage. Pest Management Science, 75(3), 726-735. http://dx.doi.org/10.1002/ps.5172. PMid:30101505.
http://dx.doi.org/10.1002/ps.5172...
). Infested seeds with weight loss and low nutrition have no market value. Most paper use B. thuringiensis diet to feed insect pests to evaluate its effects. However, it is difficult to assess the route of administration because adzuki bean weevil lives inside the beans, and does not survive well in artificial diets. B. thuringiensis injection is more quantitative and straightforward than oral ingestion for C. chinensis. In this paper, we injected B. thuringiensis spores into C. chinensis larvae to analyze the transcriptomic changes after infection. The morality of C. chinensis larvae in response to B. thuringiensis was monitored. By using RNA-seq technology, we identified differentially expressed B. thuringiensis-response genes, and verified the gene expression profiles by using real-time quantitative polymerase chain reaction (RT-qPCR). As we gradually achieve a better understanding of molecular response to B. thuringiensis, we may be able to develop a viable B. thuringiensis-based biopesticide (targeting identified genes, receptors, singling pathway et al.) to control stored-product pests.

2 Materials and methods

2.1 C. chinensis and B. thuringiensis culture

The adzuki bean weevils were maintained on cowpea seeds in 400 mL plastic cups in an environmental chamber (27 °C, 60% R.H.). To get synchronized weevils, approximately 200 adults were mixed with 150 cowpeas for egg laying (2 h). These eggs were collected and incubated for further development. Different developmental stages were determined as we previously described (Wang et al., 2019Wang, L., Cheng, W., Meng, J., Speakmon, M., Qiu, J., Pillai, S., & Zhu-Salzman, K. (2019). Hypoxic environment protects cowpea bruchid (Callosobruchus maculatus) from electron beam irradiation damage. Pest Management Science, 75(3), 726-735. http://dx.doi.org/10.1002/ps.5172. PMid:30101505.
http://dx.doi.org/10.1002/ps.5172...
). Briefly, eggs were laid on the seed surface and easily discernible. The change of egg color (from clear to white) was considered as successfully egg hatch. The number of the larvae were determined by successfully hatched eggs. Infected seeds were broken open once time a day to trace larval development. Head capsule size was used as a standard to distinguish weevil larval stages. We used a previously method to culture and collect B. thuringiensis with a little modification (Cossentine et al., 2019Cossentine, J., Robertson, M., & Xu, D. (2019). Biological activity of Bacillus thuringiensis in Drosophila suzukii (Diptera: Drosophilidae). Journal of Economic Entomology, 109(3), 1071-1078. http://dx.doi.org/10.1093/jee/tow062. PMid:27106227.
http://dx.doi.org/10.1093/jee/tow062...
). Briefly, B. thuringiensis were inoculated in 600 mL CCY medium and incubated in a rotary-shaker (Peiying, Suzhou, China) at 200 rpm at 30 °C for 3 d. The cultured B. thuringiensis were collected by centrifugation at 5,000 g for 5 min, washed by sterile phosphate buffered saline (PBS, 137 mM NaCl, 2.7 mM KCl, 10 mM Na2HPO4, 2 mM KH2PO4, pH 7.4), and plated for colony counting under microscope (Olympus BX51, Tokyo, Japan).

2.2 Insect bioassay

To study the toxic effect of B. thuringiensis on adzuki bean weevils, batches of 50 larvae were plated on a plastic Petri dish (15 cm × 2 cm, Sangon Biotech, China), respectively. B. thuringiensis (0.5 × 107, 1 × 107, 2 × 107, 5 × 107 spores, suspended in PBS) were injected into each C. chinensis larvae using a Nanoject II Auto-Nanoliter injector (Drummond Scientific Co., Broomall, PA, USA) as we described before (Wang et al., 2021Wang, L., Liu, C., & Geng, X. (2021). Identify immune-related genes of adzuki bean weevil (Callosobruchus chinensis) in response to bacteria challenge by transcriptome analysis. Microbial Pathogenesis, 151, 104749. http://dx.doi.org/10.1016/j.micpath.2021.104749. PMid:33484809.
http://dx.doi.org/10.1016/j.micpath.2021...
). Control individuals were injected with the same volume of PBS alone. All the control and treated C. chinensis larvae were cultured in artificial diets (80 g cowpea flour, 1.5 g sorbic acid, 40 g sucrose, 40 g casein, 20 g yeast, 4 g ascorbic acid, and 1 g vitamin per liter artificial diet) in the environmental chamber (27 °C, 60% R.H.). Larvae were considered dead if they were immobile after being stimulated by aseptic dissecting needle. The mortality rate was calculated after 12 h treatment. All the control and B. thuringiensis treatment larvae were frozen and stored at -80 °C refrigerator. At least three replicate assays were performed independently.

2.3 RNA extraction and transcriptome sequencing

Five larvae were collected after B. thuringiensis treatment (1 × 107 spores) described above. Total RNA was extracted by using Trizol reagent (Invitrogen, Carlsbad, USA). RNase-Free DNase (Qiagen, Valencia, CA, USA) was added to remove residual DNA. The quantity of RNA was measured by a NanoDrop spectrophotometer (NanoDrop Technologies). Then the samples were running on 1.5% (w/v) agarose gels to confirm the integrity of RNA. The transcriptional samples were performed according to the manufacturer’s instructions (Illumina, San Diego, CA, USA). Briefly, Ploy (A) mRNA was collected from total RNA by using biotin-oligo (dT) magnetic beads. The purified RNA was then sheared into small pieces by using the RNA fragmentation kit. The first-strand cDNA was synthesized by reverse transcriptase and random primers. Then the second-strand cDNA was synthesized by DNA Polymerase I and RNase H. These fragments were followed by an end repair process, a single A base addition, and the adapters ligations, respectively. The ligation fragments were purified and sized-selected by DNA clean beads (Vazyme, Nanjing, China). The cDNA library was enriched by PCR amplification and followed purified by DNA clean beads. The quantity of cDNA library was monitored by an Agilent Bioanalyzer (Aligent Technologies, Palo Alto, CA, USA) prior to seeding clusters on a flow cell. Transcriptome sequencing was performed on a NextSeq 500 platform (Illumina) by Personal Biotechnology Co., Ltd (Shanghai, China). Raw sequence reads were saved as FASTQ files and deposited in the NCBI Sequence Read Archive (SRA) database (accession number: PRJNA772303).

2.4 Sequence assembly and annotation

High quality reads were obtained from raw RNA-seq data after removing adapter sequences, low Q-value (< 20) bases, and < 25 bp reads. The processed reads were assembled using the Trinity software (Trinity software, Inc., Plymouth, NH, USA; http://trinitynaseq.sf.net) and clustered with TGICL Clustering tools (The Institute for Genomic Research, Rockville, MD, USA). The functions of assembled unigenes were annotated by BLAST analysis using NCBI non-redundant (Nr) database, Cluster of Orthologous Groups of proteins (COG), and Kyoto Encyclopedia of Genes and Genomes (KEGG) (E-value cutoff 10-5). Gene Ontology (GO) annotations was performed by Blast2GO software (http://www.geneontology.org).

2.5 Differential gene expression and RT-qPCR confirmation

Differential expressed genes (DEGs) were identified based on fragments per kilobase per million mapped reads (FPKM) value. The FPKM adjusts the number of fragments mapped to a transcript by the total number of fragments mapped to all unigenes and the length of the transcript. The DEseq software was used to analyze count data and the DEGs of the RNA-seq. A value of false discovery rate (FDR) < 0.05 and foldchange > 2 provided significance thresholds for gene expression differences. To validate the FPKM analysis, the expressional profiles of 8 selected DEGs (high foldchange with good annotation) were performed by using RT-qPCR. For each RNA sample, 2 μg of RNA was used to synthesize cDNA using a PrimeScriptTM RT Reagent Kit with gDNA Eraser following to the manufacturer’s protocols (Takara, Japan). RT-qPCR was run on a CFX real-time thermal cycler (Bio-Rad, Hercules, CA, USA). Briefly, each reaction volume was 20 μL, including 1 μL of each primer (10 μM), 1 μL of cDNA (1/50 diluted), and 10 μL of SYBR Select Master Mix (Applied Biosystems, Foster City, CA, USA). The RT-qPCR reactions were proceeded at 95 °C for 5 min, followed by 40 cycles of 95 °C for 10 s and 65 °C for 50 s. Dissociation curve analysis was used to determine amplification specificity. The primers were listed in Table S1. The 18S rRNA of adzuki bean weevil was amplified as the internal control. Three biological independent replications were performed. Expression patterns were calculated using comparative CT method, and gene expression levels were analyzed by 2–ΔΔCT approach.

2.6 Statistical analysis

Data on larval mortality rate, and gene expression levels after B. thuringiensis treatment were analyzed using SPSS 20.0 software (SPSS Inc., Chicago, IL). The survival rate and gene expression profiles were analyzed by one-way analysis of variance (ANOVA). Tukey’s multiple range test was used for pairwise comparison for mean separation (p < 0.05).

3 Results

3.1 Effect of B. thuringiensis on the mortality of C. chinensis larvae

It was observed that B. thuringiensis significantly affected the mortality of C. chinensis larvae with the increasing concentration of spores (Figure 1). The mortality of C. chinensis larvae was 20.4%, 44.3%, and 71.7% when treated with 0.5 × 107, 1 × 107, and 2 × 107 spores, respectively. The LC50 (lethal concentration 50%) value for individual larvae was 1.09 × 107 (0.93 × 107-1.27 × 107 with 95% confidence intervals). And the LC95 (lethal concentration 95%) for B. thuringiensis on the mortality of C. chinensis larvae was 4.27 × 107 (3.23 × 107-6.50 × 107 with 95% confidence intervals). A dose of 5 × 107 spores led to 100% mortality for C. chinensis larvae. To better understand the molecular responses of coleopteran storage pests to B. thuringiensis, we used the RNA-seq method to perform global transcriptome analysis of C. chinensis larvae.

Figure 1
The mortality rate of C. chinensis larvae after B. thuringiensis injection. Batches of 50 larvae were separately placed into Petri dishes. B. thuringiensis spores (suspended in PBS) were injected into each C. chinensis larvae. All the control and treated C. chinensis larvae were cultured in the environmental chamber. The mortality rate was assessed after B. thuringiensis treatment. At least three replicate assays were performed independently. Data on larval mortality rate were analyzed by ANOVA. Tukey’s multiple range test was used for pairwise comparison for mean separation (p < 0.05).

3.2 Illumina sequencing analysis and de novo assembly

To capture the altered genes after infection, we exposed C. chinensis larvae to B. thuringiensis (treatment) and PBS (control) as samples for mRNA isolation to establish a transcriptome. High-throughput RNA-seq generated the most transcriptome for C. chinensis. Total of 115,098,438 and 56,574,760 paired-end raw reads were generated from the control and B. thuringiensis treated group, respectively. After quality checks, total 96,663,172 clean reads of control and 44,605,134 clean reads of B. thuringiensis group were generated after Q20 filtering. GC contents were 52.96% and 51.40%, respectively (Table S2).

3.3 Functional annotation and classification of the assembled unigenes in C. chinensis

To create RNA-seq maps, the transcriptome atlas of two groups was matched to homologs in databases with known function for cowpea bruchid. For these “non-BLASTable” transcripts, we searched them against the NCBI non-redundant (Nr) database, with an E-value threshold of 10-5. A total of 41,712 unigenes had been annotated with average 839 bp length (Figure 2).

Figure 2
Overview of assembled unigenes for C. chinensis larvae in response to B. thuringiensis. The transcriptome atlas of control and B. thuringiensis treatment groups were matched to the NCBI non-redundant (Nr) database, with an E-value threshold of 10-5. A total of 41,712 unigenes had been annotated with average 839 bp length.

GO assignments were used to classify the function of predicted unigenes. The assembled sequences were categorized into 62 GO terms, which contains three domains: biological process, cellular component and molecular functions (Table 1). The most abundantly expressed genes in “biological process” were involved in cellular nitrogen compound metabolic process (5.52%), biosynthetic process (5.58%), small molecule metabolic process (4.90%). The genes most abundantly expressed in the “cellular component” were those related to external encapsulating structure and “molecular functions”, those involved in molecular functions (Table 1). In this study, DEGs were defined as genes exhibiting a fold transcriptional change ≥ 2 with FDR ≤ 0.05. Of the 187 identified DEGs, 73 were downregulated and 114 were upregulated (Figure 3 & Table S3).

Table 1
GO enrichment of differentially expressed genes in C. chinensis.
Figure 3
The “MA plot” picture of differentially expressed genes (DEGs) in C. chinensis. DEGs were defined as genes exhibiting a fold transcriptional change ≥ 2 with FDR ≤ 0.05. Of the 187 identified DEGs, 73 were downregulated and 114 were upregulated. Blue spot, differentially expressed gene; yellow spot, no difference in expression.

3.4 Validation of differential transcript expression using RT-qPCR

To verify gene expression profiles identified from RNA-seq, RT-qPCR was performed to measure the expression of 8 selected genes (Figure 4). These genes encoded salivary gland antimicrobial peptide (CcAMP), lipase 3-like protein (CcLipase), juvenile hormone binding protein (CcJHP), heat shock 90 kDa protein (CcHSP90), L-lactate dehydrogenase isoform X2 (CcLDH), glycoside hydrolase family protein 28 (CcGH), glutathione S-transferase (CcGST), gut cathepsin B-like cysteine protease (CcCatB). In general, the RT-qPCR data matched the RNA-seq results well. CcAMP, CcJHP, CcGST, CcCatB and CcHSP90 were upregulated, whereas CcLDH, CcGH, and CcLipase were downregulated more than two times, as shown by both RNA-seq and RT-qPCR.

Figure 4
RT-qPCR analysis of selected transcripts to confirm expression profiles identified by RNA-seq. CcAMP, salivary gland antimicrobial peptide; CcLipase, lipase 3-like protein; CcJHP, juvenile hormone binding protein; CcHSP90, heat shock 90 kDa protein; CcLDH, L-lactate dehydrogenase isoform X2; CcGH, glycoside hydrolase family protein 28; CcGST, glutathione S-transferase; CcCatB, gut cathepsin B-like cysteine protease. Value represents mean ± SE of three independent PCR amplifications and quantifications.

4 Discussion

An alternative substitute for chemical insecticide to control insect pests is microbial insecticide. The global market for biocontrol agents was about 3.5 billion USD in the world with more than 10% annual increase, of which the share of microbial pesticides was about 807 million USD with 8% annual growth (Lacey et al., 2015Lacey, L. A., Grzywacz, D., Shapiro-Ilan, D. I., Frutos, R., Brownbridge, M., & Goettel, M. S. (2015). Insect pathogens as biological control agents: back to the future. Journal of Invertebrate Pathology, 132, 1-41. http://dx.doi.org/10.1016/j.jip.2015.07.009. PMid:26225455.
http://dx.doi.org/10.1016/j.jip.2015.07....
; Jouzani et al., 2017Jouzani, G. S., Valijanian, E., & Sharafi, R. (2017). Bacillus thuringiensis: a successful insecticide with new environmental features and tidings. Applied Microbiology and Biotechnology, 101(7), 2691-2711. http://dx.doi.org/10.1007/s00253-017-8175-y. PMid:28235989.
http://dx.doi.org/10.1007/s00253-017-817...
). Microorganisms could cause diseases for insect pest population and eventually led to death, protecting agricultural commodities from insect damage in an environmental-friendly manner. B. thuringiensis has been considered as the most successful bioinsecticide during 20th century (Lacey et al., 2015Lacey, L. A., Grzywacz, D., Shapiro-Ilan, D. I., Frutos, R., Brownbridge, M., & Goettel, M. S. (2015). Insect pathogens as biological control agents: back to the future. Journal of Invertebrate Pathology, 132, 1-41. http://dx.doi.org/10.1016/j.jip.2015.07.009. PMid:26225455.
http://dx.doi.org/10.1016/j.jip.2015.07....
). It produces parasporal crystal protein or δ-endotoxins, which are toxic to many insect species including Diptera, Lepidoptera and Coleoptera. B. thuringiensis based bioinsecticide is efficient and host-specific, so limited adverse effects occurs in non-target organisms. With the growing demand to replace chemical pesticide for food free, the application of B. thuringiensis is taken into consideration to control stored-product pests (Arthurs & Dara, 2019Arthurs, S., & Dara, S. K. (2019). Microbial biopesticides for invertebrate pests and their markets in the United States. Journal of Invertebrate Pathology, 165, 13-21. http://dx.doi.org/10.1016/j.jip.2018.01.008. PMid:29402394.
http://dx.doi.org/10.1016/j.jip.2018.01....
).

Transgenic plants, such as maize, potato and cotton, which contained B. thuringiensis genes encoding the pesticide proteins, were raised for providing protection against pests without need for spraying. However, very little information is available on the use of microbial pesticides in stored-grains pest control, especially C. chinensis. And the mechanisms of B. thuringiensis action have not been fully elucidated in storage pests (Melo et al., 2016Melo, A. L., Soccol, V. T., & Soccol, C. R. (2016). Bacillus thuringiensis: mechanism of action, resistance, and new applications: a review. Critical Reviews in Biotechnology, 36(2), 317-326. http://dx.doi.org/10.3109/07388551.2014.960793. PMid:25264571.
http://dx.doi.org/10.3109/07388551.2014....
). Therefore, the present study was aimed to find and develop the effective control measures against the C. chinensis in the stored grains, possibly based on the identified genes. In this paper, we use B. thuringiensis injection instead of oral ingestion, mostly due to its quantifiability (Yokoi et al., 2012Yokoi, K., Koyama, H., Ito, W., Minakuchi, C., Tanaka, T., & Miura, K. (2012). Involvement of NF-kappa B transcription factors in antimicrobial peptide gene induction in the red flour beetle, Tribolium castaneum. Developmental and Comparative Immunology, 38(2), 342-351. http://dx.doi.org/10.1016/j.dci.2012.06.008. PMid:22771624.
http://dx.doi.org/10.1016/j.dci.2012.06....
; Koyama et al., 2015Koyama, H., Kato, D., Minakuchi, C., Tanaka, T., Yokoi, K., & Miura, K. (2015). Peptidoglycan recognition protein genes and their roles in the innate immune pathways of the red flour beetle, Tribolium castaneum. Journal of Invertebrate Pathology, 132, 86-100. http://dx.doi.org/10.1016/j.jip.2015.09.003. PMid:26385528.
http://dx.doi.org/10.1016/j.jip.2015.09....
). Our previous study also used bacteria injection, rather than oral ingestion, to analyze the transcriptome for adzuki bean weevil larvae in response to Escherichia coli (Wang et al., 2021Wang, L., Liu, C., & Geng, X. (2021). Identify immune-related genes of adzuki bean weevil (Callosobruchus chinensis) in response to bacteria challenge by transcriptome analysis. Microbial Pathogenesis, 151, 104749. http://dx.doi.org/10.1016/j.micpath.2021.104749. PMid:33484809.
http://dx.doi.org/10.1016/j.micpath.2021...
). Pathogen injection may not occur in nature, but we can trace the gene expression immediately by using RNA-seq technology, instead of oral ingestion for several days which we can not quantify the bacteria ingestion. Besides, the mechanisms of B. thuringiensis injection may be different from oral ingestion. Pathogen injection induced insect innate immunity, while oral ingestion can only affect the digestion and intestinal immunity.

In storage pests, the efficacy of B. thuringiensis Cry3Aa was evaluated in T. molitor, T. castaneum, and R. dominica (Oppert et al., 2011Oppert, B., Morgan, T. D., & Kramer, K. J. (2011). Efficacy of Bacillus thuringiensis Cry3Aa protoxin and protease inhibitors against coleopteran storage pests. Pest Management Science, 67(5), 568-573. http://dx.doi.org/10.1002/ps.2099. PMid:21268232.
http://dx.doi.org/10.1002/ps.2099...
). Results showed that T. molitor was most sensitive to Cry3Aa, followed by R. dominica and T. castaneum. A dose of 42 mg/kg Cry3Aa was fatal for T. molitor, and LC50 for R. dominica was 1177 mg/kg (Oppert et al., 2011Oppert, B., Morgan, T. D., & Kramer, K. J. (2011). Efficacy of Bacillus thuringiensis Cry3Aa protoxin and protease inhibitors against coleopteran storage pests. Pest Management Science, 67(5), 568-573. http://dx.doi.org/10.1002/ps.2099. PMid:21268232.
http://dx.doi.org/10.1002/ps.2099...
). While in cowpea bruchid, the mortality of C. maculatus was 28% when treated with B. thuringiensis (3 × 105 cells), and it significantly increased to 100% when concentration increased to 4 × 108 cells (Malaikozhundan & Vinodhini, 2018Malaikozhundan, B., & Vinodhini, J. (2018). Biological control of the Pulse beetle, Callosobruchus maculatus in stored grains using the entomopathogenic bacteria, Bacillus thuringiensis. Microbial Pathogenesis, 114, 139-146. http://dx.doi.org/10.1016/j.micpath.2017.11.046. PMid:29191706.
http://dx.doi.org/10.1016/j.micpath.2017...
). In the present study, our results showed that the LC50 for C. chinensis larvae was 1.09 × 107 spores. It required more than 5 × 107 spores to eliminate C. chinensis larvae (Figure 1). And immature C. maculatus or C. chinensis developed inside the beans, it probably required more B. thuringiensis to control weevil larvae.

It should be noted that B. thuringiensis significantly prolongs developmental time for insect pests. The larval and pupal period of C. maculatus prolonged to 24 days (4 days delay) and 12 days (4 days delay) after B. thuringiensis treatment, respectively (Malaikozhundan & Vinodhini, 2018Malaikozhundan, B., & Vinodhini, J. (2018). Biological control of the Pulse beetle, Callosobruchus maculatus in stored grains using the entomopathogenic bacteria, Bacillus thuringiensis. Microbial Pathogenesis, 114, 139-146. http://dx.doi.org/10.1016/j.micpath.2017.11.046. PMid:29191706.
http://dx.doi.org/10.1016/j.micpath.2017...
). The decreasing larval weight and increasing developmental time were also observed in T. castaneum larvae after Cry3Aa treatment. A diet containing 2,100 mg/kg Cry3Aa extended about 50% longer larval development time for red flour beetles (Oppert et al., 2011Oppert, B., Morgan, T. D., & Kramer, K. J. (2011). Efficacy of Bacillus thuringiensis Cry3Aa protoxin and protease inhibitors against coleopteran storage pests. Pest Management Science, 67(5), 568-573. http://dx.doi.org/10.1002/ps.2099. PMid:21268232.
http://dx.doi.org/10.1002/ps.2099...
). Also, this B. thuringiensis-based diet delayed developmental time to 40 days (50% longer) for R. dominica compared to 20 days control group (Oppert et al., 2011Oppert, B., Morgan, T. D., & Kramer, K. J. (2011). Efficacy of Bacillus thuringiensis Cry3Aa protoxin and protease inhibitors against coleopteran storage pests. Pest Management Science, 67(5), 568-573. http://dx.doi.org/10.1002/ps.2099. PMid:21268232.
http://dx.doi.org/10.1002/ps.2099...
). Wanna et al. (2010)Wanna, R., Xu, Z., Liu, Y., Yu, H., Ren, L., He, L., & Li, J. (2010). Effects of the mixed biocide Bacillus thuringiensis–abamectin on the development of the parasitoid Microplitis mediator and its host Helicoverpa armigera. Entomologia Experimentalis et Applicata, 137(2), 111-119. http://dx.doi.org/10.1111/j.1570-7458.2010.01055.x.
http://dx.doi.org/10.1111/j.1570-7458.20...
reported that the larval period of H. armigera was delayed 2.8-3.4 days after B. thuringiensis-abamectin treatment compared to the control. Similar results showed that the B. thuringiensis diet decreased egg hatching, egg-larval duration, emergence rate, and lifespan in B. brevicornis (Temerak, 1982Temerak, S. (1982). Interactions between Bacillus thuringiensis Berl. and the larvae of the braconid Bracon brevicornis Wesm. through the larvae of Sesamia cretica Led. at different temperatures. Anzeiger fur Schadlingskunde Pflanzenschutz Umweltschutz, 55(9), 137-140. http://dx.doi.org/10.1007/BF01902704.
http://dx.doi.org/10.1007/BF01902704...
).

Next generation sequencing technology has allowed us to investigate the molecular mechanisms of B. thuringiensis response for storage pests. It should be noted that we did not identified a majority of DEGs as we assumed, probably due to lower than 2 fold expression change and poor genomic information. However, expression profiles of some DGEs are largely in agreement with the results in other storage pest species.

The parasporal crystals, produced by B. thuringiensis, damage the epithelial cells in midgut for insect peats, and may decrease the activity of digestive enzymes. It was reported that α-amylase was sharply inhibited after B. thuringiensis treatment in cowpea bruchid (Malaikozhundan & Vinodhini, 2018Malaikozhundan, B., & Vinodhini, J. (2018). Biological control of the Pulse beetle, Callosobruchus maculatus in stored grains using the entomopathogenic bacteria, Bacillus thuringiensis. Microbial Pathogenesis, 114, 139-146. http://dx.doi.org/10.1016/j.micpath.2017.11.046. PMid:29191706.
http://dx.doi.org/10.1016/j.micpath.2017...
) and elm leaf beetle (Shekari et al., 2008Shekari, M., Sendi, J. J., Etebari, K., Zibaee, A., & Shadparvar, A. (2008). Effects of Artemisia annua L. (Asteracea) on nutritional physiology and enzyme activities of elm leaf beetle, Xanthogaleruca luteola Mull. (Coleoptera: Chrysomellidae). Pesticide Biochemistry and Physiology, 91(1), 66-74. http://dx.doi.org/10.1016/j.pestbp.2008.01.003.
http://dx.doi.org/10.1016/j.pestbp.2008....
). The activity of carbohydrate hydrolyzing enzymes, including invertase, trehalase, and amylase, were reduced by B. thuringiensis. In C. maculatus, α and β-glucosidase activity were significantly inhibited after B. thuringiensis treatment (Malaikozhundan & Vinodhini, 2018Malaikozhundan, B., & Vinodhini, J. (2018). Biological control of the Pulse beetle, Callosobruchus maculatus in stored grains using the entomopathogenic bacteria, Bacillus thuringiensis. Microbial Pathogenesis, 114, 139-146. http://dx.doi.org/10.1016/j.micpath.2017.11.046. PMid:29191706.
http://dx.doi.org/10.1016/j.micpath.2017...
), which was consistent with the results in H. cunea larvae (Zibaee et al., 2010Zibaee, I., Bandani, A. R., Sendi, J. J., Talaei-Hassanloei, R., & Kouchaki, B. (2010). Effects of Bacillus thuringiensis var. kurstaki and medicinal plants on Hyphantria cunea Drury (Lepidoptera: Arctiidae). Invertebrate Survival Journal, 7(2), 251-261.). The downregulation of glycoside hydrolase also suggested that B. thuringiensis may have a negative effect on carbohydrate metabolism in C. chinensis larvae. We performed RT-qPCR to estimate the expression profiles of cysteine protease (Cathepsin B-like and L-like). Interestingly, the cathepsin L was not downregulated, while cathepsin B was induced significantly after B. thuringiensis challenge. B. thuringiensis influences larval digestion by damaging gut epithelial cells. It suggested that storage pests might induce cathepsin B gene expression to compensate for digestion inhibition. The activity of α-amylase in elm leaf beetle after Artimisia annua extract treatment decreased at first, but it sharply increased after 48 h (Shekari et al., 2008Shekari, M., Sendi, J. J., Etebari, K., Zibaee, A., & Shadparvar, A. (2008). Effects of Artemisia annua L. (Asteracea) on nutritional physiology and enzyme activities of elm leaf beetle, Xanthogaleruca luteola Mull. (Coleoptera: Chrysomellidae). Pesticide Biochemistry and Physiology, 91(1), 66-74. http://dx.doi.org/10.1016/j.pestbp.2008.01.003.
http://dx.doi.org/10.1016/j.pestbp.2008....
). These data suggested that storage pests, may regulate digestive genes expression in transcriptional level in response to B. thuringiensis-induced digestion suppression. The survival strategy for insect pests may be based on digestion compensation, rather than digestion conservation. Moreover, Zhao et al., (2020)Zhao, X. D., Zhang, B. W., Fu, L. J., Li, Q. L., Lin, Y., & Yu, X. Q. (2020). Possible insecticidal mechanism of Cry41-related toxin against Myzus persicae by enhancing cathepsin B activity. Journal of Agricultural and Food Chemistry, 68(16), 4607-4615. http://dx.doi.org/10.1021/acs.jafc.0c01020. PMid:32227950.
http://dx.doi.org/10.1021/acs.jafc.0c010...
illuminated that Cry41 toxin enhanced the cathepsin B activity and facilitated caspase-initiated apoptosis in aphid cells. Cathepsin B has been shown to cleave antiapoptotic proteins and regulate apoptotic caspase. However, the competitive relationship between B. thuringiensis and cathepsin B was rarely known and need to be investigate in future.

Both the RNA-seq and RT-qPCR results indicated that GST in C. chinensis was upregulated significantly after B. thuringiensis treatment. GST is an essential antioxidant enzyme, and the upregulation of GST suggested that C. chinensis larvae have great antioxidant defense in response to B. thuringiensis. It was reported that the presence of detoxifying enzymes enabled insect pests to resist B. thuringiensis. There was a positive correlation between a lower mortality rate of Aedes rusticus larvae and GST activity (Boyer et al., 2012aBoyer, S., Paris, M., Jego, S., Lemperiere, G., & Ravanel, P. (2012a). Influence of insecticide Bacillus thuringiensis subsp israelensis treatments on resistance and enzyme activities in Aedes rusticus larvae (Diptera: Culicidae). Biological Control, 62(2), 75-81. http://dx.doi.org/10.1016/j.biocontrol.2012.02.001.
http://dx.doi.org/10.1016/j.biocontrol.2...
). However, a difference result in C. maculatus suggested that the decreased GST activity may occur in response to B. thuringiensis (Kolawole et al., 2009Kolawole, A. O., Okonji, R. E., & Ajele, J. O. (2009). Inhibition of glutathione S-transferases (GSTs) activity from cowpea storage bruchid, Callosobrochus maculatus Frabiricius by some plant extracts. African Journal of Biotechnology, 8(20), 5516-5521.; Kolawole et al., 2011Kolawole, A. O., Okonji, R. E., & Ajele, J. O. (2011). Tithonia diversifolia, Cyperus rotundus and Hyptis suaveloensis ethanol extracts combinatorially and competitively inhibit affinity purified cowpea storage bruchid (Callosobrochus maculatus) glutathione S-transferase. Arthropod-Plant Interactions, 5(3), 175-184. http://dx.doi.org/10.1007/s11829-011-9126-7.
http://dx.doi.org/10.1007/s11829-011-912...
; Boyer et al., 2012aBoyer, S., Paris, M., Jego, S., Lemperiere, G., & Ravanel, P. (2012a). Influence of insecticide Bacillus thuringiensis subsp israelensis treatments on resistance and enzyme activities in Aedes rusticus larvae (Diptera: Culicidae). Biological Control, 62(2), 75-81. http://dx.doi.org/10.1016/j.biocontrol.2012.02.001.
http://dx.doi.org/10.1016/j.biocontrol.2...
). Lactate dehydrogenase (LDH) plays an important role in carbohydrate metabolism and is considered as an indicator of chemical stress (Diamantino et al., 2001Diamantino, T. C., Almeida, E., Soares, A. M. V. M., & Guilhermino, L. (2001). Lactate dehydrogenase activity as an effect criterion in toxicity tests with Daphnia magna straus. Chemosphere, 45(4-5), 553-560. http://dx.doi.org/10.1016/S0045-6535(01)00029-7. PMid:11680751.
http://dx.doi.org/10.1016/S0045-6535(01)...
). When amount of additional energy is required, LDH is involved in energy production regulation. In present study, B. thuringiensis significantly reduced LDH expression in C. chinensis larvae, which agreed with the decreased LDH activity in C. maculatus and Hyphantria cunea (Drury) (Zibaee et al., 2010Zibaee, I., Bandani, A. R., Sendi, J. J., Talaei-Hassanloei, R., & Kouchaki, B. (2010). Effects of Bacillus thuringiensis var. kurstaki and medicinal plants on Hyphantria cunea Drury (Lepidoptera: Arctiidae). Invertebrate Survival Journal, 7(2), 251-261.; Malaikozhundan & Vinodhini, 2018Malaikozhundan, B., & Vinodhini, J. (2018). Biological control of the Pulse beetle, Callosobruchus maculatus in stored grains using the entomopathogenic bacteria, Bacillus thuringiensis. Microbial Pathogenesis, 114, 139-146. http://dx.doi.org/10.1016/j.micpath.2017.11.046. PMid:29191706.
http://dx.doi.org/10.1016/j.micpath.2017...
). The decreased LDH activity may have a positive correlation with decreased rate of metabolism, metabolite transport, and energy synthesis. Lipases catalyze the hydrolysis of fatty acid ester bonds, and are involved in many physiological processes, including growth, reproduction, and pathogens defense (Khosravi & Sendi, 2013Khosravi, R., & Sendi, J. J. (2013). Effect of neem pesticide (Achook) on midgut enzymatic activities and selected biochemical compounds in the hemolymph of lesser mulberry pyralid, Glyphodes Pyloalis Walker (Lepidoptera: Pyralidae). Journal of Plant Protection Research, 53(3), 238-247. http://dx.doi.org/10.2478/jppr-2013-0036.
http://dx.doi.org/10.2478/jppr-2013-0036...
). Both RNA-seq and RT-qPCR results showed that lipase was downregulated after B. thuringiensis treatment. It was reported that B. thuringiensis significantly decreased the lipase activity in midgut for Cnaphalocrocis medinali (Guenée) (2006). Similar results also showed that the activity of lipase was inhibited when exposed to B. thuringiensis and plant extracts in H. cunea larvae (Zibaee et al., 2010Zibaee, I., Bandani, A. R., Sendi, J. J., Talaei-Hassanloei, R., & Kouchaki, B. (2010). Effects of Bacillus thuringiensis var. kurstaki and medicinal plants on Hyphantria cunea Drury (Lepidoptera: Arctiidae). Invertebrate Survival Journal, 7(2), 251-261.). Malaikozhundan & Vinodhini (2018)Malaikozhundan, B., & Vinodhini, J. (2018). Biological control of the Pulse beetle, Callosobruchus maculatus in stored grains using the entomopathogenic bacteria, Bacillus thuringiensis. Microbial Pathogenesis, 114, 139-146. http://dx.doi.org/10.1016/j.micpath.2017.11.046. PMid:29191706.
http://dx.doi.org/10.1016/j.micpath.2017...
found that a sharply decrease of lipase activity occurred when exposed to B. thuringiensis (4 × 108 cells) in C. maculatus midgut.

5 Conclusion

B. thuringiensis is a promising biopesticide to control storage pests. It led to 100% mortality at 5 × 107 spores with an estimated LC50 of 1.09 × 107 spores for C. chinensis larvae. RNA-seq technology has allowed us to investigate the molecular response of storage pests exposed to B. thuringiensis. In this study, we presented the transcriptome profiles of C. chinensis larvae and identified key genes involved in B. thuringiensis response. We used RT-qPCR to measure the transcriptional activities of identified genes. As microbial pesticides become increasing important in the context of IPM strategies, we may be able to develop more efficient strategies to control stored-product pests.

Acknowledgements

This research was supported by grants from young faculty startup foundation from Jiangsu University of Science and Technology (No.1182932003, 1182932104), the dual creative talents program of Jiangsu province (No.1184902002).

  • Practical Application: Pathogen injection is more quantitative and straightforward than oral ingestion for some stored-product pests. The toxic effect of B. thuringiensis on C. chinensis larvae was monitored. To investigate the molecular response of C. chinensis exposed to B. thuringiensis, we injected B. thuringiensis spores into C. chinensis larvae to analyze genic changes after infection in this study. A majority of B. thuringiensis-response genes was identified by RNA-seq analysis and verified by RT-qPCR. This research provides us some potential targets, such as effectors, receptors, and singling pathways, for B. thuringiensis-based biopesticide to control stored-product pests.
  • Availability of data and material

    Raw sequence reads were saved as FASTQ files and deposited in the NCBI Sequence Read Archive (SRA) database (accession number: PRJNA772303).

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Publication Dates

  • Publication in this collection
    13 May 2022
  • Date of issue
    2022

History

  • Received
    05 Feb 2022
  • Accepted
    15 Apr 2022
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