DOI QR코드

DOI QR Code

Simultaneous detection of fungal, bacterial, and viral pathogens in insects by multiplex PCR and capillary electrophoresis

  • Kwak, Kyu-Won (Department of Agricultural Biology, National Academy of Agricultural Science) ;
  • Nam, Sung-Hee (Department of Agricultural Biology, National Academy of Agricultural Science) ;
  • Choi, Ji-Young (Department of Agricultural Biology, National Academy of Agricultural Science) ;
  • Lee, Seokhyun (Department of Agricultural Biology, National Academy of Agricultural Science) ;
  • Kim, Hong Geun (Department of Agricultural Biology, National Academy of Agricultural Science) ;
  • Kim, Sung-Hyun (Department of Agricultural Biology, National Academy of Agricultural Science) ;
  • Park, Kwan-Ho (Department of Agricultural Biology, National Academy of Agricultural Science) ;
  • Han, Myung-Sae (Department of Biofibers and Material Science, Kyungpook National University)
  • Received : 2015.06.11
  • Accepted : 2015.06.17
  • Published : 2015.06.30

Abstract

Beetles Protaetia brevitarsis seulensis Kolbe (Coleoptera: Cetoniidae) and Allomyrina dichotoma Linn. (Coleoptera: Scarabaeidae) are widely used in traditional medicine, and the number of insect-rearing farms is increasing in South Korea. The purpose of this study was to establish a multiplex PCR-based assay for rapid simultaneous detection of multiple pathogens causing insect diseases. Six insect parasites such as fungi Beauveria bassiana (Bals.-Criv.) Vuill. (Hypocreales: Cordycipitaceae) and Metarhizium anisopliae (Metschn.) Sorokin (Hypocreales: Clavicipitaceae), bacteria Bacillus thuringiensis Berliner (Bacillales: Bacillaceae), Pseudomonas aeruginosa Migula (Pseudomonadales: Pseudomonadaceae), and Serratia marcescens Bizio (Enterobacteriales: Enterobacteriaceae), and Oryctes rhinoceros nudivirus were chosen based on the severity and incidence rate of insect diseases in South Korea. Pathogen-specific primers were designed and successfully applied for simultaneous detection of multiple infectious agents in farm-bred insects P. b. seulensis and A. dichotoma using multiplex PCR and high resolution capillary electrophoresis. Our results indicate that multiplex PCR is an effective and time-saving method for simultaneous detection of multiple infections in insects, and the QIAxcel capillary electrophoresis system is useful for quantitative evaluation of the individual impact of each infectious agent on the severity of insect disease. The approach designed in this study can be utilized for rapid and accurate diagnostics of infection in insect farms.

Keywords

Introduction

Following a global trend of using natural products from insects, the Korean government has been encouraging the development of insect resources for environmental and dietary purposes, traditional medicine, and as pets (Kim et al., 2013; Lee et al., 2013; Suh and Kang, 2012; Yeo et al., 2013; Yoo et al., 2007; Youn et al., 2014). The order Coleoptera (beetles) contains edible insects that are used in Asian countries as an important food supplement because of their nutritional values and therapeutic effects. Among them, Protaetia brevitarsis seulensis Kolbe (Coleoptera: Cetoniidae) and Allomyrina dichotoma Linn. (Coleoptera: Scarabaeidae) are extensively farmed in Korea (Aronson et al., 1986; Choi et al., 2003; Jander et al., 2000; Lee et al., 1997). Several reports indicate that these beetles can be used as functional food because of their antioxidant (Suh and Kang, 2012; Suh et al., 2010), anti-hepatofibrotic, anti-cancer, and anti-diabetic properties (Koyama et al., 2006; Miyanoshita et al., 1996; Taketa et al., 1986; Yamada et al., 2004; Yeo et al., 2013; Yoo et al., 2007; Yoon et al., 2003; Youn et al., 2012), and in Korea, P. b. seulensis and A. dichotoma are grown in farms. The industrialization of insect breeding requires constant monitoring, identification, and prevention of insect diseases caused by various parasitic agents (Papp et al., 2014).

In this study, the incidence of insect diseases and causative pathogens in insect farms was surveyed. In general, insect sample collection was performed by overnight delivery of the diseased insects from the farms to our research laboratory. Our choice of the investigated pathogens was based on the survey of insect farms in Korea; as a result, six major insect pathogens were selected: fungi Beauveria bassiana (Bals.-Criv.) Vuill. (Hypocreales: Cordycipitaceae) and Metarhizium anisopliae (Metschn.) Sorokin (Hypocreales: Clavicipitaceae), bacteria Bacillus thuringiensis Berliner (Bacillales: Bacillaceae), Pseudomonas aeruginosa Migula (Pseudomonadales: Pseudomonadaceae), and Serratia marcescens Bizio (Enterobacteriales: Enterobacteriaceae), and Oryctes rhinoceros nudivirus. Beauveria bassiana is an anamorphic entomophogenic fungus that grows naturally in soils and causes white muscardine disease in various arthropod species; it is used as an effective mycoinsecticide to protect against insect pests (Meyling and Eilenberg, 2007). Metarhizium anisopliae is also known as an entomopathogenic fungus and is applied to control insect pests; Metarhizium anisopliae-extracted toxin, destruxin, is lethal to insects (Sharif, 2010; Smagghe et al., 2013). Bacillus thuringiensis is a widely represented entomopathogenic bacterium that produce crystal (Cry) toxins 1, 2, 4, 10, and 11 and is used as the first choice effective biological control against many kinds of insects from the orders Coleoptera, Lepidoptera, and Diptera (Ben-Dov, 2014; Bergamasco et al., 2013). Pseudomonas aeruginosa is reported as a virulent bacterial pathogen not only for insects but also for mammals (Jander et al., 2000), where it causes infection of the respiratory tract, especially in cystic fibrosis patients (Spiker et al., 2004). Similar to Pseudomonas aeruginosa, Serratia marcescens is known as an opportunistic bacterium (El-Aasar et al., 2013); it is also used to control apple maggot fly population and as a source of insecticidal agents such as toxin luxA (Hejazi and Falkiner, 1997; Lauzon et al., 2003). Oryctes rhinoceros virus Rhabdionvirus oryctes Hüger was first discovered in oil palms in Malaysia 40 years ago and is currently used for the control of rhinoceros beetle population in Malaysia (Huger, 2005; Ramle et al., 2005). We have identified this virus in an A. dichotoma-breeding farm in 2014 in Korea (Lee, 2015).

Extensive large-scale insect breeding has resulted in frequent occurrence of insect infection due to multiple pathogens. Here, we developed a multiplex PCR-based approach that allowed simultaneous detection of six insect pathogens using specific primer sets. Multiplex PCR-based methods have been previously applied for the detection of mixed infections in humans (Aguilera-Arreola et al., 2014; Ishaq and Wright, 2014). Thus, it has been recently shown that in humans, multiplex PCR can be effectively used for the detection of bacteria and fungi in blood (Gosiewski et al., 2014), influenza and parainfluenza viruses in the respiratory tract, and neurological viruses such as herpes simplex virus, cytomegalovirus, and Epstein-Barr virus (Kalvatchev et al., 2004). Multiplex PCR has been applied to detect food-associated bacterial pathogens that can infect the gastrointestinal tract, including Clostridium perfringens, Escherichia coli, Salmonella enterica, and Staphylococcus aureus (Gosiewski et al., 2014; Khare et al., 2014; Settanni and Corsetti, 2007), and thus, can represent an effective diagnostic method to be used for the prevention of foodborne infection spreading. The method has also been successfully applied to rapid simultaneous identification of pig viruses commonly occurring in pig farms (Haines et al., 2013; Liu et al., 2013; Monavari et al., 2014; Zeng et al., 2014). Furthermore, multiplex PCR has been used to detect infection in invertebrate species such as bee viral diseases (McNeil, 2012; Sguazza et al., 2013a). To rapidly perform simultaneous identification and quantification of infectious agents, the concentration of pathogen genomic DNA could be calculated based on fluorescence intensity in Multiplex Ligation-dependent Probe Amplification (MPLA), which is a variation of multiplex PCR that permits amplification of multiple targets with a single primer pair (Chung et al., 2014; Thomas et al., 2010a; Uno and Yanagihara, 2014). This system provides several advantages compared to real-time PCR. It takes a shorter time for product amplification and data analysis; in addition, the performance of real-time PCR is limited within a certain number of cycles providing linear increase in DNA amplification, and when the cycle number is further increased, false results can be expected (Freeman et al., 1999; Siebert, 1999), which can be avoided by using multiplex PCR. The QIAxcel Advanced system performs fully automated sensitive, high-resolution capillary electrophoresis of up to 96 samples per run (De Smet et al., 2012; Thomas et al., 2010a; Xiao et al., 2012); therefore, this system, which does not needed fluorescently labeled primers and uses one primer set, is more sensitive and effective for the detection of multiple pathogens compared to real-time PCR, and can be an alternative to conventional gel electrophoresis (Xiao et al., 2012). Based on previous research demonstrating the advantages of multiplex PCR and capillary electrophoresis for the detection of multiple infections in various systems, in this study, we applied these methods to successfully identify various insect pathogens, including fungi, bacteria, and a virus, which are known as common causes of infection in farm-raised A. dichotoma and P. b. seulensis in Korea.

 

Materials and Methods

Insects, microorganisms, and culture conditions

Healthy larvae of P. b. seulensis and A. dichotoma used as experimental controls were raised in the laboratory of the National Agricultural Academy of Science in Wanju, Korea. P. b. seulensis and A. dichotoma larvae of three stages were reared in 35 × 25-cm cages (20 per cage) containing sawdust and water, at 25℃ and 60% humidity; their uninfected state was constantly monitored.

Fungal strains B. bassiana KACC40039 and M. anisopliae KACC40969, bacterial strains B. thuringiensis KACC10169, P. aeruginosa KACC10232, and S. marcescens KACC11892 were obtained from the Korean Agricultural Culture Collection, Rural Development Administration, Suwon, Korea. B. bassiana KACC40039 was cultured on potato dextrose agar (PDA; BD, Franklin Lakes, NJ, USA) and M. anisopliae KACC40969 was cultured on Sabouraud dextrose agar (SDA; BD) for 2 wk in an incubator at 24℃ . Three bacterial strains were grown on Nutrient Agar (NA; BD) at 24℃ . O. rhinoceros virus was isolated from virus-infected A. dichotoma raised in the insect farm in Youngdong, Korea; we assumed that it originated from coconut palm rhinoceros beetle O. rhinoceros (Lee et al., 2015).

Insect sample preparation and pathogen scanning

Farm-raised pathogen-infected P. b. seulensis was delivered from Hwoengsung, Yangju, Suwon, Cheongju, Jeonju, and Jeju, and A. dichotoma was obtained from the insect farms in Pochon, Anseong, and Youngdong (Fig. 1) Infected farm-raised A. dichotoma and P. b. seulensis were analyzed for the presence of insect pathogens frequently causing severe diseases in insects; these included Cordyceps spp., Enterobacter spp., Bacillus spp., Acinetobacter spp., Lecanicillium spp., and protozoa (data not shown), and B. bassiana, M. anisopliae, B. thuringiensis, P. aeruginosa, S. marcescens, and O. rhinoceros virus (Table 1).

Fig. 1.Geographical distribution of insect farms breeding P. b. seulensis and A. dichotoma in South Korea.

Table 1.Incidence date, place, and rate of Protaetia brevitarsis seulensis and Allomyrina dichotoma infections with main insect pathogens All larva samples were collected from insect farms in Korea from February 2013 to July 2014 (in total, P. b. seulensis and A. dichotoma were tested for the infection with 28 insect pathogens, including six detected pathogens).

Primer design

Nucleotide sequences of all tested pathogens except B. thuringiensis were retrieved from GenBank and used to design specific primers with similar annealing temperatures using the MFEprimer 2.0 program (Gardner and Slezak, 2014); B. thuringiensis-specific primers were the same as previously reported (Yamada et al., 1999). The primers were synthesized by Macrogen (Seoul, Korea). Primer sequences and GenBank accession numbers of the target genes are shown in Table 2. The fungi, bacteria, and virus were isolated and identified by Nucleotide sequence of NCBI (National Center for Biotechnology Information). The accession numbers of GenBank were based on the nucleotide sequence alignment of classified fungi, bacteria and virus from diseased insect in Korea from 2013 to 2014. For primer design, the nucleotides sequence was compared using Basic Local Alignment Search Tool (BLAST) and aligned by ClustalW (Multiple Sequence Alignment, UK).

Table 2.Target genes and primers

Genomic DNA extraction

Fungal mycelia were ground in liquid nitrogen with a mortar and pestle, and genomic (g)DNA was extracted and purified using the DNeasy Plant Mini kit (Qiagen, Germantown, MD, USA). Bacterial and viral gDNA was extracted from the samples diluted in 500 μL distilled water using the Wizard Genomic DNA Purification kit (Promega, Madison, WI, USA). Healthy and pathogen-infected larvae were washed with distilled water, and 100 μL and 200 μL hemolymph per larva was obtained from P. b. seulensis and A. dichotoma, respectively. The hemolymph was then diluted 1/10 with distilled water and the extracted gDNA was used as a template for PCR amplification.

Multiplex PCR and capillary QIAxcel electrophoresis

PCR was performed at the following cycling conditions: initial denaturation at 94℃ for 5 min, 35 cycles of denaturation at 94℃ for 30 s, annealing at 55℃ for 30 s, extension at 72℃ for 30 s, followed by final extension at 72℃ for 6 min. The reaction was carried out using the AccuPower multiplex PCR Premix kit (Bioneer, Korea) in a total volume of 25 μL containing gDNA (1 ng/μL) and primer pairs specific for B. bassiana (30 pM/μL), M. anisopliae (5 pM/μL), B. thuringiensis (200 pM/μL), P. aeruginosa (20 pM/μL), S. marcescens (20 pM/μL), and O. rhinoceros virus (20 pM/μL). First, single PCR detection of each of the six pathogens was performed. Then, multiplex PCR was carried out using different primer combinations: B. bassiana and M. anisopliae; B. thuringiensis, P. aeruginosa, and S. marcescens; B. bassiana, M. anisopliae, and O. rhinoceros virus. B. thuringiensis, P. aeruginosa, S. marcescens, and O. rhinoceros virus. PCR products were separated on 1% agarose gels in 1 × TEA buffer for 85 min and visualized using an UV trans-illuminator. Then, 10 μL of each PCR product was added to capillary tubes of the microfluidic QIAxcel capillary electrophoresis system (Qiagen, Valencia, CA, USA) and separated for 30 min at 6 kV. The resulting electropherograms and DNA patterns were analyzed using the QIAxcel software.

 

Results

Primer specificity and sensitivity of multiplex PCR

Using uniplex PCR with specific primer pairs, we were able to detect the following DNA bands: 577 bp (O. rhinoceros virus), 368 bp (B. bassiana), 269 bp (P. aeruginosa), 202 bp (S. marcescens), and 87 bp (M. anisopliae) (Fig. 2A). We also tested the following primer combinations: B. bassiana and M. anisopliae; B. thuringiensis, P. aeruginosa, and S. marcescens; B. bassiana, M. anisopliae, and O. rhinoceros virus; B. thuringiensis, P. aeruginosa, S. marcescens, and O. rhinoceros virus in multiplex PCR for simultaneous detection of multiple infectious agents. The results demonstrated the same band pattern obtained with uniplex PCR (Fig. 2B). These data indicate a sufficient sensitivity of multiplex PCR for the detection of several parasites in only 0.5 ng gDNA as a PCR template (Fig. 2).

Fig. 2.The sensitivity of insect pathogen detection by PCR. (A) Single PCR-based detection using corresponding parasite-specific primers. Lane 1: M. anisopliae genomic (g)DNA; lane 2: S. marcescens gDNA; lane 3: P. aeruginosa gDNA, lane 4: B. bassiana gDNA, lane 5: B. thuringiensis gDNA, lane 6: O. rhinoceros virus gDNA. (B) Multiplex PCR-based detection. Lane 7: gDNA mix of O. rhinoceros virus, B. thuringiensis, B. bassiana, P. aeruginosa, S. marcescens, and M. anisopliae analyzed with the combination of primer pairs specific for each pathogen.

To further evaluate the specificity of the designed primers, we used them for the analysis of a mixture of six parasite-derived gDNA samples. The results demonstrated the same band patterns in uniplex and multiplex PCR: each target product migrated according to the expected size (Fig. 3), confirming the sensitivity and specificity of the designed primers.

Fig. 3.Multiplex PCR detection of genomic DNA from six insect pathogens by using the combination of pathogen-specific primer pairs. Lane 1: genomic (g)DNA mix of six insect pathogens; M: molecular weight markers; lane 2: M. anisopliae (M.a.) gDNA; lane 3: S. marcescens (S.m.) gDNA, lane 4: P. aeruginosa (P.a.) gDNA; lane 5: B. bassiana (B.b.) gDNA; lane 6: B. thuringiensis (B.t.) gDNA; lane 7: O. rhinoceros virus (O.r.) gDNA; lane 8: B. thuringiensis, P. aeruginosa, and S. marcescens gDNA; lane 9: B. bassiana and M. anisopliae gDNA; lane 10: O. rhinoceros virus, B. thuringiensis, P. aeruginosa, and S. marcescens gDNA; lane 11: O. rhinoceros virus, B. bassiana, and M. anisopliae gDNA.

Pathogen detection in diseased insects using multiplex PCR

Next, the primers were applied for the detection of infectious agents in diseased P. b. seulensis and A. dichotoma larvae obtained from three areas in Korea. As shown in Fig. 4A, M. anisopliae (87 bp) and S. marcescens (144 bp) were detected in all P. b. seulensis samples and P. aeruginosa (202 bp) was identified in 50% of them as cross infection. We also found that three of four A. dichotoma samples from Youngdong were infected with O. rhinoceros virus (577 bp), and one of them was co-infected with M. anisopliae (87 bp); one of the four analyzed A. dichotoma samples was infected only with M. anisopliae (Fig. 4B). In healthy larvae, no amplification was observed, indicating the specificity of the primer set for the tested pathogens.

Fig. 4.Application of multiplex PCR for the detection of insect pathogens in P. b. seulensis and A. dichotoma obtained from insect farms in Korea. (A) P. b. seulensis-isolated gDNA. Lanes 1–3: diseased P. b. seulensis from Hwoengsung; lanes 4–6: diseased P. b. seulensis from Yangju; lane 7: healthy P. b. seulensis; M: molecular weight markers; lane 8: gDNA mix of six insect pathogens (B. bassiana, M. anisopliae, B. thuringiensis, P. aeruginosa, S. marcescens, and O. rhinoceros virus). (B) A. dichotoma-isolated gDNA. Lanes 1–4: diseased A. dichotoma from Youngdong; lane 5: healthy A. dichotoma.

Capillary electrophoresis for direct quantitative evaluation of multiplex PCR products from insect hemolymph

Quantification of multiplex PCR results was performed by capillary electrophoresis using the QIAxcel Advanced system, and the quantitative data (ng/μL) of multiplex PCR were integrated by the QIAxcel software (Fig. 5). The multiplex PCR products obtained from infected P. b. seulensis and A. dichotoma larvae were transferred to gel cartridges in the QIAxcel system and analyzed by capillary electrophoresis. The resulting data show the frequency of insect pathogens in diseased insects and infection incidence in local insect farms in Korea (Fig. 5). Most of P. b. seulensis samples from Yangju, Suwon, and Jeonju were co-infected with M. anisopliae and S. marcescens; two of the samples (lanes 13 and 14) were co-infected with M. anisopliae, S. marcescens, and P. aeruginosa (Fig. 5A). Although A. dichotoma larvae from Youngdong were co-infected with O. rhinoceros virus and M. anisopliae, the quantity of viral DNA suggests that A. dichotoma from Youngdong was likely to die from viral infection (Fig 5C). This notion should be confirmed by further bioassay experiments aimed to evaluate comparative toxicity of insect pathogens in order to determine the contribution of each pathogen to the mortality of cross-infected larvae. We are currently conducting the experiments to analyze A. dichotoma mortality as a result of O. rhinoceros virus infection.

Fig. 5.Specificity of the primers to six insect pathogens analyzed by capillary electrophoresis (QIAxcel). (A) Gel image. M: molecular weight markers; PC: positive control (six primer pairs and gDNA of six pathogens); NC: negative control (six primer pairs and gDNA of healthy P. b. seulensis); lanes 1–4: diseased A. dichotoma from Youngdong; lanes 5–48: diseased P. b. seulensis from Hwoengsung (5–9), Yangju (10–15), Suwon (16–18), Jeonju (19–33), Cheongju (34–44), and Jeju (45–48). (B–E) Electropherograms of negative control (normal P. b. seulensis) (B), diseased A. dichotoma from Youngdong (C), and diseased P. b. seulensis from Yangju (D) and Suwon (E).

As shown in Fig. 5, the majority of P. b. seulensis samples (90%) were infected with M. anisopliae, and most of them were co-infected with S. marcescens. In the diseased P. b. seulensis, total co-infection rate was about 45%.

 

Discussion

In this study, we designed six pairs of PCR primers targeting different types of insect pathogens most frequently identified in the insect farms breeding P. b. seulensis and A. dichotoma in Korea. Fungi B. bassiana and M. anisopliae infect insects through the mouth and then grow on insect epidermis; we could see the color specific for fungal spores. For example, B. bassiana is shown as white and M. anisopliae as dark green with light black covering on insect epidermis, which could be qualified as the first sign of infection with these fungi. However, it is not so easy to detect symptoms caused by bacterial infection. In this case, PCR performed on freshly dead insects can accurately and rapidly diagnose the parasite, as was the case with the bacterial pathogens S. marcescens and P. aeruginosa known to cause severe infection if injected in the hemocoel of Orthoptera, Coleoptera, Hymenoptera, Lepidoptera, and Diptera (Tanada et al., 1996). Thus, PCR-based detection can provide early diagnosis of insect diseases and prevent their spreading, because the delay in diagnosis and advanced symptoms could promote systemic infection, which would not be possible to properly control. Oryctes rhinoceros nudivirus was confirmed to be the cause of almost all viral diseases in Korean beetle farms in 2013–2014 (Lee et al., 2015). Therefore, in the present study, we designed primer sets specific to the most frequent causative agents of severe insect diseases, which enabled us to identify the stages of insect disease, the degree of sawdust contamination, and the pathogens responsible for the disease of beetles bred in insect farms in Korea.

In our study, using multiplex PCR, we demonstrated that P. b. seulensis was frequently infected with S. marcescens and co-infected with M. anisopliae in more than 80% of cases, indicating that such an analysis can be useful for pathogen identification, especially if different pathogens produce similar symptoms. For example, pathogenic bacteria Paenibacillus popilliae that cause milky disease in A. dichotoma larvae and the entomopathogenic fungus Nomuraea rileyi that appear in light yellow-green color may be confused with B. bassiana and M. anisopliae, respectively (Tanada et al., 1996). Viruses such as nuclear polyhedrosis virus and cytoplasmic polyhedrosis virus that often infect Bombyx mori silkworm can also attack Coleoptera spp. (Tanada et al., 1996); therefore, the primers specific for these viruses should be added to the panel of multiplex PCR primers for the identification of infectious agents in farmed beetles. Primer sets for simultaneous diagnostics of insect pathogens by multiplex PCR should be developed to efficiently control insect infection and prevent its further spreading. Our study shows that to minimize the damage to insect farming caused by pathogenic microorganisms, multiplex PCR-based detection and capillary electrophoresis-based quantification may be an effective and rapid approach to identify and prevent spreading of insect disease and massive insect death. Also, rapid and sensitive diagnosis of insect disease is necessary to promote further industrialization of insect farming and to obtain insect-derived biologically active substances. Compared to single PCR, multiplex PCR demonstrates advantages as a fast and cost-effective method for simultaneous detection of several insect pathogens; however, multiplex PCR has limitations when quantitative evaluation of insect co-infection is required or the contribution of each pathogen to disease progress should be assessed (De Smet et al., 2012; Khare et al., 2014; Romero-Pastrana, 2012; Sguazza et al., 2013b). In such cases, capillary electrophoresis can be used as a sensitive method to quantitatively analyze and compare the presence of each target pathogen gene (Barakat et al., 2014; Chung et al., 2012; Shin et al., 2014; Shin et al., 2010). Capillary electrophoresis can be successfully applied in cases of insect cross infection with several pathogens to quantitatively evaluate relative importance of infectious agents based on the ratio of target gene expression (Thomas et al., 2010b);

References

  1. Aguilera-Arreola MG, Gonzalez-Cardel MA, Mendez Tenorio A, Curiel-Quesada EG, Castro-Escarpulli G (2014) Highly specific and efficient primers for in house multiplex PCR detection of Chlamydia trachomatis, Neisseria gonorrhoeae, Mycoplasma hominis and Ureaplasma urealyticum. BMC Res Notes 7, 433. https://doi.org/10.1186/1756-0500-7-433
  2. Aronson AI, Beckman W, Dunn P (1986) Bacillus thuringiensis and related insect pathogens. Microbiol Rev 50, 1-24.
  3. Barakat H, El-Garhy HA, Moustafa MM (2014) Detection of pork adulteration in processed meat by species-specific PCR-QIAxcel procedure based on D-loop and cytb genes. Appl Microbiol Biotechnol 98, 9805-9816. https://doi.org/10.1007/s00253-014-6084-x
  4. Ben-Dov E (2014) Bacillus thuringiensis subsp. israelensis and its dipteran-specific toxins. Toxins 6, 1222-1243. https://doi.org/10.3390/toxins6041222
  5. Bergamasco VB, Mendes DR, Fernandes OA, Desiderio JA, Lemos MV (2013) Bacillus thuringiensis Cry1Ia10 and Vip3Aa protein interactions and their toxicity in Spodoptera spp. (Lepidoptera). J Invertebr Pathol 112, 152-158. https://doi.org/10.1016/j.jip.2012.11.011
  6. Choi JY, Choi YC, Kim JG, Kim KY, Kim CH., Park KT, Je YH (2003) Identification of Metarhizium sp. isolated from Protaetia brevitarsis seulensis (Kolbe) using ribosomal DNA sequence. Korean J Appl Entomol 42, 65-70.
  7. Chung B, Shin GW, Choi W, Joo J, Jeon S, Jung GY (2014) Precise characterization method of antibody-conjugated magnetic nanoparticles for pathogen detection using stuffer-free multiplex ligation-dependent probe amplification. Electrophoresis 35, 3283-3289. https://doi.org/10.1002/elps.201400180
  8. Chung B, Shin GW, Na J, Oh MH, Jung GY (2012) Multiplex quantitative foodborne pathogen detection using high resolution CE-SSCP coupled stuffer-free multiplex ligation-dependent probe amplification. Electrophoresis 33, 1477-1481. https://doi.org/10.1002/elps.201100615
  9. De Smet L, Ravoet J, de Miranda JR, Wenseleers T, Mueller MY, Moritz RF, de Graaf DC (2012) BeeDoctor, a versatile MLPA-based diagnostic tool for screening bee viruses. PloS One 7, e47953. https://doi.org/10.1371/journal.pone.0047953
  10. El-Aasar AM, El-Sheikh TAA, Rafea HS, Ali SH (2013) Biological and biochemical effects of Bacillus thuringiensis, Serratia marcescens and teflubenzuron and their sequential combined effects on cotton leafworm Spodoptera littoralis. Egypt Acad J Biolog Sci 5, 1-13.
  11. Freeman WM, Walker SJ, Vrana KE (1999) Quantitative RT-PCR, pitfalls and potential. BioTechniques 26, 112-122, 124-115.
  12. Gardner SN, Slezak T (2014) Simulate PCR for amplicon prediction and annotation from multiplex, degenerate primers and probes. BMC Bioinformatics 15, 237. https://doi.org/10.1186/1471-2105-15-237
  13. Gosiewski T, Jurkiewicz-Badacz D, Sroka A, Brzychczy-Wloch M, Bulanda M (2014) A novel, nested, multiplex, real-time PCR for detection of bacteria and fungi in blood. BMC Microbiol 14, 144. https://doi.org/10.1186/1471-2180-14-144
  14. Haines FJ, Hofmann MA, King DP, Drew TW, Crooke HR (2013) Development and Validation of a Multiplex, Real-Time RT PCR Assay for the Simultaneous Detection of Classical and African Swine Fever Viruses. PloS One 8, e71019. https://doi.org/10.1371/journal.pone.0071019
  15. Hejazi A, Falkiner FR (1997) Serratia marcescens. J Med Microbiol 46, 903-912. https://doi.org/10.1099/00222615-46-11-903
  16. Huger AM (2005) The Oryctes virus, its detection, identification, and implementation in biological control of the coconut palm rhinoceros beetle, Oryctes rhinoceros (Coleoptera, Scarabaeidae). J Invertebr Pathol 89, 78-84. https://doi.org/10.1016/j.jip.2005.02.010
  17. Ishaq SL, Wright AD (2014) Design and validation of four new primers for next generation sequencing to target the 18s rRNA genes of gastrointestinal ciliate protozoa. Appl Environ Microbiol 80, 5515-5521. https://doi.org/10.1128/AEM.01644-14
  18. Jander G, Rahme LG, Ausubel FM (2000) Positive correlation between virulence of Pseudomonas aeruginosa mutant in mice and insect. J Bacteriol 182, 3843-3845. https://doi.org/10.1128/JB.182.13.3843-3845.2000
  19. Khare R, Espy MJ, Cebelinski E, Boxrud D, Sloan LM, Cunningham SA, Pritt BS, Patel R, Binnicker MJ (2014) Comparative evaluation of two commercial multiplex panels for detection of gastrointestinal pathogens by use of clinical stool specimens. J Clin Microbiol 52, 3667-3673. https://doi.org/10.1128/JCM.01637-14
  20. Kim IW, Lee JH, Kwon YN, Yun EY, Nam SH., Ahn MY, Kang DC, Hwang JS (2013) Anticancer activity of a synthetic peptide derived from harmoniasin, an antibacterial peptide from the ladybug Harmonia axyridis. Int J Oncol 43, 622-628. https://doi.org/10.3892/ijo.2013.1973
  21. Koyama Y, Motobu M, Hikosaka K, Yamada M, Nakamura K, Saido-Sakanaka H, Asaoka A, Yamakawa M, Sekikawa K, Kitani H, Shimura K, Nakai Y, Hirota Y (2006) Protective effects of antimicrobial peptides derived from the beetle Allomyrina dichotoma defensin on endotoxic shock in mice. Int Immunopharmacol 6, 234-240. https://doi.org/10.1016/j.intimp.2005.08.008
  22. Lauzon CR, Bussert TG, Sjogren RE, Prokopy RJ (2003) Serratia marcescens as a bacterial pathogen of Rhagoletis pomonella flies (Diptera, Tephritidae). Eur J Entomol 100, 87-92. https://doi.org/10.14411/eje.2003.017
  23. Lee M, Bang K, Kwon H, Cho S (2013) Enhanced antibacterial activity of an attacin-coleoptericin hybrid protein fused with a helical linker. Mol Biol Rep 40, 3953-3960. https://doi.org/10.1007/s11033-012-2472-4
  24. Lee SM, Choo HY, Park YD (1997) Entomopathogenic Fungi, Beauveria and Metarhizium in the Southern Korea. Korean J Appl Entomol 36, 37-42.
  25. Lee S, Park KH, Nam SH, Kwak KW, Choi JY (2015) First Report of Oryctes rhinoceros nudivirus (Coleoptera,Scarabaeidae) causing severe disease in Allomyrina dichotoma in Korea. J Insect Sci 15, 1-3 https://doi.org/10.1093/jisesa/ieu165
  26. Liu JK, Wei CH, Yang XY, Dai AL, Li XH (2013) Multiplex PCR for the simultaneous detection of porcine reproductive and respiratory syndrome virus, classical swine fever virus, and porcine circovirus in pigs. Mol Cell Probes 27, 149-152. https://doi.org/10.1016/j.mcp.2013.03.001
  27. McNeil MEA (2012) The bee squad, A model self-sustaining help project this doctor makes house calls. Am Bee J 152, 707-710.
  28. Meyling NV, Eilenberg J (2007) Ecology of the entomopathogenic fungi Beauveria bassiana and Metarhizium anisopliae in temperate agroecosystems, Potential for conservation biological control. Biol Control 43, 145-155. https://doi.org/10.1016/j.biocontrol.2007.07.007
  29. Miyanoshita A, Hara S, Sugiyama M, Asaoka A, Taniai K, Yukuhiro F, Yamakawa M (1996) Isolation and characterization of a new member of the insect defensin family from a beetle, Allomyrina dichotoma. Biochem Biophys Res Commun 220, 526-531. https://doi.org/10.1006/bbrc.1996.0438
  30. Monavari SHR, Mollaie HR, Fazlalipour M (2014) Simultaneous detection of influenza viruses A, B, and swine origin influenza A using multiplex one-step real-time RT-PCR assay. Appl Biochem Biotech 172, 984-992. https://doi.org/10.1007/s12010-013-0583-6
  31. Papp T, Spann D, Marschang RE (2014) Development and use of a real-time polymerase chain reaction for the detection of group II invertebrate iridoviruses in pet lizards and prey insects. J Zoo Wildl Med 45, 219-227. https://doi.org/10.1638/2012-0044.1
  32. Ramle M, Wahid MB, Norman K, Glare TR, Jackson TA (2005) The incidence and use of Oryctes virus for control of rhinoceros beetle in oil palm plantations in Malaysia. J Invertebr Pathol 89, 85-90. https://doi.org/10.1016/j.jip.2005.02.009
  33. Romero-Pastrana F (2012) Detection and typing of human papilloma virus by multiplex PCR with type-specific primers. ISRN Microbiol 186915.
  34. Settanni L, Corsetti A (2007) The use of multiplex PCR to detect and differentiate food- and beverage-associated microorganisms, a review. J Microbiol Methods 69, 1-22. https://doi.org/10.1016/j.mimet.2006.12.008
  35. Sguazza GH, Reynaldi FJ, Galosi CM, Pecoraro MR (2013) Simultaneous detection of bee viruses by multiplex PCR. J Virol Methods 194, 102-106. https://doi.org/10.1016/j.jviromet.2013.08.003
  36. Sharif MM, Hadizadeh AR, Ghanbary MAT (2010) Evaluating toxicity of extracted destruxin from metarhizium anisopliae against citrus leafminer, Phyllocnistis citrella. Am J Environ Sci 6:379-382. https://doi.org/10.3844/ajessp.2010.379.382
  37. Shin GW, Chung B, Jung GY, Jung GY (2014) Multiplex ligase-based genotyping methods combined with CE. Electrophoresis 35, 1004-1016. https://doi.org/10.1002/elps.201300361
  38. Shin GW, Hwang HS, Chung B, Jung GY (2010) Recent developments in CE-based detection methods for food-borne pathogens. Electrophoresis 31, 2137-2153. https://doi.org/10.1002/elps.200900682
  39. Siebert PD (1999) Quantitative RT-PCR. Methods Mol Med 6, 61-85.
  40. Smagghe G, De Meyer L, Meeus I, Mommaerts V (2013) Safety and acquisition potential of Metarhizium anisopliae in entomovectoring with bumble bees, Bombus terrestris. J Econ Entomol 106, 277-282. https://doi.org/10.1603/EC12332
  41. Spiker T, Coenye T, Vandamme P, Lipuma JJ (2004) PCR-based assay for differentiation of Pseudomonas aeruginosa from other pseudomonas species recovered from cystic fibrosis patients. J Clin Microbiol 42, 2074-2079. https://doi.org/10.1128/JCM.42.5.2074-2079.2004
  42. Suh HJ, Kim SR., Lee KS, Park S, Kang SC (2010) Antioxidant activity of various solvent extracts from Allomyrina dichotoma (Arthropoda, Insecta) larvae. J Photochem Photobiol B 99, 67-73. https://doi.org/10.1016/j.jphotobiol.2010.02.005
  43. Syrmis MW, Whiley DM, Tomas M, Mackay IM, Wiliamson J, Siebert DJ, Nissen MD, Sloots TP (2004) A sensitive, specific, and costeffective multiplex reverse transciptase PCR assay for the detection of seven common respiratory viruses in respiratory samples. J Mol Diagn 6(2), 125-131. https://doi.org/10.1016/S1525-1578(10)60500-4
  44. Taketa K, Ichikawa E, Umetsu K, Suzuki T (1986) Allomyrina dichotoma lectin-nonreactive alpha-fetoprotein in hepatocellular carcinoma and other tumors, comparison with Ricinus communis agglutinin-I. Cancer Lett 31, 325-331. https://doi.org/10.1016/0304-3835(86)90155-2
  45. Tanada Y and Kaya H (1996) Insect Pathology. Academic Press, New York, Chapters 4, 5, and 7.
  46. Thomas F, Hoskins JM, Dvorak A., Tan BR, McLeod HL (2010) Detection of the G>C SNP and rare mutations in the 28-bp repeat of TYMS using gel-based capillary electrophoresis. Pharmacogenomics 11, 1751-1756. https://doi.org/10.2217/pgs.10.170
  47. Uno N, Yanagihara K (2014) Ligation-independent mechanism of multiplex ligation-dependent probe amplification. Anal Sci 30, 805-810. https://doi.org/10.2116/analsci.30.805
  48. Xiao M, Kong F, Jin P, Wang Q, Xiao K, Jeoffreys N, James G, Gilbert GL (2012) Comparison of two capillary gel electrophoresis systems for Clostridium difficile ribotyping, using a panel of ribotype 027 isolates and whole-genome sequences as a reference standard. J Clin Microbiol 50, 2755-2760. https://doi.org/10.1128/JCM.00777-12
  49. Yamada S, Ohashi E, Agata N, Venkateswaran K (1999) Cloning and Nucleotide Sequence Analysis of gyrB of Bacillus cereus, B. thuringiensis, B. mycoides, and B. antharacis and Their Application to the Detection of B. cereus in Rice. Appl & Env Microbiol 65, 1483-1490
  50. Yamada M, Nakamura K, Saido-Sakanaka H, Asaoka A, Yamakawa M, Sameshima T, Motobu M, Hirota Y (2004) Effect of modified oligopeptides from the beetle Allomyrina dichotoma on Escherichia coli infection in mice. J Vet Med Sci 66, 137-142. https://doi.org/10.1292/jvms.66.137
  51. Yeo H, Youn K, Kim M, Yun EY, Hwang JS, Jeong WS, Jun M (2013) Fatty acid composition and volatile constituents of Protaetia brevitarsis larvae. Prev Nutr Food Sci 1, 150-156. https://doi.org/10.1002/fsn3.23
  52. Yoo YC, Shin BH, Hong JH, Lee J, Chee HY, Song KS, Lee KB (2007) Isolation of fatty acids with anticancer activity from Protaetia brevitarsis larva. Arch Pharm Res 30, 361-365. https://doi.org/10.1007/BF02977619
  53. Yoon HS, Lee CS, Lee SY, Choi CS, Lee IH, Yeo SM, Kim HR (2003) Purification and cDNA cloning of inducible antibacterial peptides from Protaetia brevitarsis (Coleoptera). Arch Insect Biochem Physiol 5, 92-103.
  54. Youn K, Kim JY, Yeo H, Yun EY, Hwang JS, Jun M (2012) Fatty acid and volatile oil compositions of Allomyrina dichotoma larvae. Prev Nutr Food Sci 17, 310-314. https://doi.org/10.3746/pnf.2012.17.4.310
  55. Youn K, Yun EY, Lee J, Kim JY, Hwang JS, Jeong WS, Jun M (2014) Oleic acid and linoleic acid from Tenebrio molitor larvae inhibit BACE1 activity in vitro, molecular docking studies. J Med Food 17, 284-289. https://doi.org/10.1089/jmf.2013.2968
  56. Zeng Z, Liu Z, Wang W, Tang D, Liang H, Liu Z (2014) Establishment and application of a multiplex PCR for rapid and simultaneous detection of six viruses in swine. J Virol Methods. 208, 102-106. https://doi.org/10.1016/j.jviromet.2014.08.001

Cited by

  1. A Novel Capillary Electrophoresis-Based High-Throughput Multiplex Polymerase Chain Reaction System for the Simultaneous Detection of Nine Pathogens in Swine vol.2017, 2017, https://doi.org/10.1155/2017/7243909
  2. Inhibition of Metarhizium anisopliae infection of Protaetia brevitarsis seluensis larvae using several effective microorganisms vol.36, pp.1, 2015, https://doi.org/10.7852/ijie.2018.36.1.1
  3. A role of mulberry leaves in improving resistance to virus‐mediated disease in Allomyrina dichotoma vol.50, pp.2, 2015, https://doi.org/10.1111/1748-5967.12410