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Vatanparast M, Merkel L, Amari K. Exogenous Application of dsRNA in Plant Protection: Efficiency, Safety Concerns and Risk Assessment. Int J Mol Sci 2024; 25:6530. [PMID: 38928236 PMCID: PMC11204322 DOI: 10.3390/ijms25126530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 06/10/2024] [Accepted: 06/11/2024] [Indexed: 06/28/2024] Open
Abstract
The use of double-stranded RNA (dsRNA) for plant protection shows great potential as a sustainable alternative to traditional pesticides. This review summarizes the current state of knowledge on using exogenous dsRNA in plant protection and includes the latest findings on the safety and efficiency of this strategy. The review also emphasizes the need for a cautious and comprehensive approach, considering safety considerations such as off-target effects and formulation challenges. The regulatory landscape in different regions is also discussed, underscoring the need for specific guidelines tailored to dsRNA-based pesticides. The review provides a crucial resource for researchers, regulators, and industry stakeholders, promoting a balanced approach incorporating innovation with thorough safety assessments. The continuous dialog emphasized in this review is essential for shaping the future of dsRNA-based plant protection. As the field advances, collaboration among scientists, regulators, and industry partners will play a vital role in establishing guidelines and ensuring the responsible, effective, and sustainable use of dsRNA in agriculture.
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Affiliation(s)
| | | | - Khalid Amari
- Julius Kühn Institute (JKI), Federal Research Centre for Cultivated Plant, Institute for Biosafety in Plant Biotechnology, D-06484 Quedlinburg, Germany
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2
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Wang B, Huang D, Cao C, Gong Y. Insect α-Amylases and Their Application in Pest Management. Molecules 2023; 28:7888. [PMID: 38067617 PMCID: PMC10708458 DOI: 10.3390/molecules28237888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 11/27/2023] [Accepted: 11/29/2023] [Indexed: 12/18/2023] Open
Abstract
Amylase is an indispensable hydrolase in insect growth and development. Its varied enzymatic parameters cause insects to have strong stress resistance. Amylase gene replication is a very common phenomenon in insects, and different copies of amylase genes enable changes in its location and function. In addition, the classification, structure, and interaction between insect amylase inhibitors and amylases have also invoked the attention of researchers. Some plant-derived amylase inhibitors have inhibitory activities against insect amylases and even mammalian amylases. In recent years, an increasing number of studies have clarified the effects of pesticides on the amylase activity of target and non-target pests, which provides a theoretical basis for exploring safe and efficient pesticides, while the exact lethal mechanisms and safety in field applications remain unclear. Here, we summarize the most recent advances in insect amylase studies, including its sequence and characteristics and the regulation of amylase inhibitors (α-AIs). Importantly, the application of amylases as the nanocide trigger, RNAi, or other kinds of pesticide targets will be discussed. A comprehensive foundation will be provided for applying insect amylases to the development of new-generation insect management tools and improving the specificity, stability, and safety of pesticides.
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Affiliation(s)
| | | | - Chunxia Cao
- National Biopesticide Engineering Research Centre, Hubei Biopesticide Engineering Research Centre, Hubei Academy of Agricultural Sciences, Wuhan 430064, China; (B.W.)
| | - Yan Gong
- National Biopesticide Engineering Research Centre, Hubei Biopesticide Engineering Research Centre, Hubei Academy of Agricultural Sciences, Wuhan 430064, China; (B.W.)
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3
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Ribeiro TP, Vasquez DDN, Macedo LLP, Lourenço-Tessutti IT, Valença DC, Oliveira-Neto OB, Paes-de-Melo B, Rodrigues-Silva PL, Firmino AAP, Basso MF, Lins CBJ, Neves MR, Moura SM, Tripode BMD, Miranda JE, Silva MCM, Grossi-de-Sa MF. Stabilized Double-Stranded RNA Strategy Improves Cotton Resistance to CBW ( Anthonomus grandis). Int J Mol Sci 2022; 23:13713. [PMID: 36430188 PMCID: PMC9691246 DOI: 10.3390/ijms232213713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 07/19/2022] [Accepted: 07/20/2022] [Indexed: 11/11/2022] Open
Abstract
Cotton is the most important crop for fiber production worldwide. However, the cotton boll weevil (CBW) is an insect pest that causes significant economic losses in infested areas. Current control methods are costly, inefficient, and environmentally hazardous. Herein, we generated transgenic cotton lines expressing double-stranded RNA (dsRNA) molecules to trigger RNA interference-mediated gene silencing in CBW. Thus, we targeted three essential genes coding for chitin synthase 2, vitellogenin, and ecdysis-triggering hormone receptor. The stability of expressed dsRNAs was improved by designing a structured RNA based on a viroid genome architecture. We transformed cotton embryos by inserting a promoter-driven expression cassette that overexpressed the dsRNA into flower buds. The transgenic cotton plants were characterized, and positive PCR transformed events were detected with an average heritability of 80%. Expression of dsRNAs was confirmed in floral buds by RT-qPCR, and the T1 cotton plant generation was challenged with fertilized CBW females. After 30 days, data showed high mortality (around 70%) in oviposited yolks. In adult insects fed on transgenic lines, chitin synthase II and vitellogenin showed reduced expression in larvae and adults, respectively. Developmental delays and abnormalities were also observed in these individuals. Our data remark on the potential of transgenic cotton based on a viroid-structured dsRNA to control CBW.
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Affiliation(s)
- Thuanne P. Ribeiro
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
- Biotechnology and Molecular Biology Department, Federal University of Brasilia (UnB), Brasilia 70910-900, DF, Brazil
| | - Daniel D. N. Vasquez
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
- Genetic and Molecular Biology Department, Catholic University of Brasilia (UCB), Brasilia 71966-700, DF, Brazil
| | - Leonardo L. P. Macedo
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
- National Institute of Science and Technology (INCT Plant Stress Biotech), Embrapa, Brasilia 70770-917, DF, Brazil
| | - Isabela T. Lourenço-Tessutti
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
- National Institute of Science and Technology (INCT Plant Stress Biotech), Embrapa, Brasilia 70770-917, DF, Brazil
| | - David C. Valença
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
| | - Osmundo B. Oliveira-Neto
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
- National Institute of Science and Technology (INCT Plant Stress Biotech), Embrapa, Brasilia 70770-917, DF, Brazil
- Biochemistry and Molecular Biology Department, Integrated Faculties of the Educational Union of Planalto Central, Brasilia 70675-760, DF, Brazil
| | - Bruno Paes-de-Melo
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
- National Institute of Science and Technology (INCT Plant Stress Biotech), Embrapa, Brasilia 70770-917, DF, Brazil
| | | | - Alexandre A. P. Firmino
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
- Max Planck Institute Molecular Plant Physiol, 14476 Potsdam, Germany
| | - Marcos F. Basso
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
- National Institute of Science and Technology (INCT Plant Stress Biotech), Embrapa, Brasilia 70770-917, DF, Brazil
| | - Camila B. J. Lins
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
| | - Maysa R. Neves
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
| | - Stefanie M. Moura
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
- National Institute of Science and Technology (INCT Plant Stress Biotech), Embrapa, Brasilia 70770-917, DF, Brazil
| | | | | | - Maria C. M. Silva
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
- National Institute of Science and Technology (INCT Plant Stress Biotech), Embrapa, Brasilia 70770-917, DF, Brazil
| | - Maria F. Grossi-de-Sa
- Embrapa Genetic Resources and Biotechnology, Brasilia 70770-917, DF, Brazil
- Genetic and Molecular Biology Department, Catholic University of Brasilia (UCB), Brasilia 71966-700, DF, Brazil
- National Institute of Science and Technology (INCT Plant Stress Biotech), Embrapa, Brasilia 70770-917, DF, Brazil
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4
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List F, Tarone AM, Zhu‐Salzman K, Vargo EL. RNA meets toxicology: efficacy indicators from the experimental design of RNAi studies for insect pest management. PEST MANAGEMENT SCIENCE 2022; 78:3215-3225. [PMID: 35338587 PMCID: PMC9541735 DOI: 10.1002/ps.6884] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 03/07/2022] [Accepted: 03/26/2022] [Indexed: 05/27/2023]
Abstract
RNA interference (RNAi) selectively targets genes and silences their expression in vivo, causing developmental defects, mortality and altered behavior. Consequently, RNAi has emerged as a promising research area for insect pest management. However, it is not yet a viable alternative over conventional pesticides despite several theoretical advantages in safety and specificity. As a first step toward a more standardized approach, a machine learning algorithm was used to identify factors that predict trial efficacy. Current research on RNAi for pest management is highly variable and relatively unstandardized. The applied random forest model was able to reliably predict mortality ranges based on bioassay parameters with 72.6% accuracy. Response time and target gene were the most important variables in the model, followed by applied dose, double-stranded RNA (dsRNA) construct size and target species, further supported by generalized linear mixed effect modeling. Our results identified informative trends, supporting the idea that basic principles of toxicology apply to RNAi bioassays and provide initial guidelines standardizing future research similar to studies of traditional insecticides. We advocate for training that integrates genetic, organismal, and toxicological approaches to accelerate the development of RNAi as an effective tool for pest management. © 2022 The Authors. Pest Management Science published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
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Affiliation(s)
- Fabian List
- Department of EntomologyTexas A&M UniversityCollege StationTXUSA
| | - Aaron M Tarone
- Department of EntomologyTexas A&M UniversityCollege StationTXUSA
| | | | - Edward L Vargo
- Department of EntomologyTexas A&M UniversityCollege StationTXUSA
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Liu Q, Luo D, Wang M, Song X, Ye X, Jashenko R, Ji R. Transcriptome analysis of the response to low temperature acclimation in Calliptamus italicus eggs. BMC Genomics 2022; 23:482. [PMID: 35778687 PMCID: PMC9248191 DOI: 10.1186/s12864-022-08705-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Accepted: 06/08/2022] [Indexed: 12/03/2022] Open
Abstract
Background Calliptamus italicus is a dominant species in the desert and semi-desert grassland. It is widely distributed throughout many regions such as Asia, Europe, North Africa and the Mediterranean, and has enormous destructive potential for agriculture and animal husbandry. The C. italicus overwintering as eggs in the soil through diapause, and the cold tolerance of locust eggs is the key to their ability to survive the winter smoothly to maintain the population. Results Transcriptome analysis of C. italicus eggs was carried out in this paper in constant low temperature acclimation, natural low temperature acclimation and room temperature. The differentially expressed genes related to cold tolerance were screened out, the differences in expression patterns under different low temperature acclimation were analyzed, and the genes in the significantly up-regulated pathways may play an important role in cold tolerance. The results show that different domestication modes can induce C. italicus eggs to express a large number of genes to alleviate low temperature damage, but C. italicus eggs are more sensitive to changes in temperature. Compared with the control, there are 8689 DEGs at constant low temperature and 14,994 DEGs at natural low temperature. KEGG analysis showed that DEGs were mainly enriched in pathways related to metabolism and biological systems under constant low temperature, and were mainly enriched in pathways related to biological systems and environmental information processing under natural low temperature. In addition, RNAi technology was used to further verify the regulation of genes in the significantly enriched up-regulated pathways on C. italicus eggs, and it was confirmed that the hatching rate of C. italicus eggs at low temperature was significantly reduced after interference. Conclusions Transcriptome analysis of C. italicus eggs treated at different temperatures provided a theoretical basis for further understanding the adaptation mechanism of C. italicus eggs to low temperature. In addition, four potential RNAi target genes were verified in the eggs of C. italicus for the first time, providing new ideas for effective control of this species. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-022-08705-3.
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Affiliation(s)
- Qian Liu
- International Center for the Collaborative Management of Cross-border Pest in Central Asia, Xinjiang Key Laboratory of Special Species Conservation and Regulatory Biology, Xinjiang Normal University, Urumqi, 830054, China
| | - Di Luo
- International Center for the Collaborative Management of Cross-border Pest in Central Asia, Xinjiang Key Laboratory of Special Species Conservation and Regulatory Biology, Xinjiang Normal University, Urumqi, 830054, China
| | - Mengjia Wang
- International Center for the Collaborative Management of Cross-border Pest in Central Asia, Xinjiang Key Laboratory of Special Species Conservation and Regulatory Biology, Xinjiang Normal University, Urumqi, 830054, China
| | - Xingmin Song
- International Center for the Collaborative Management of Cross-border Pest in Central Asia, Xinjiang Key Laboratory of Special Species Conservation and Regulatory Biology, Xinjiang Normal University, Urumqi, 830054, China
| | - Xiaofang Ye
- International Center for the Collaborative Management of Cross-border Pest in Central Asia, Xinjiang Key Laboratory of Special Species Conservation and Regulatory Biology, Xinjiang Normal University, Urumqi, 830054, China
| | - Roman Jashenko
- Al-Farabi Kazakh National University, Almaty, Kazakhstan, 050038
| | - Rong Ji
- International Center for the Collaborative Management of Cross-border Pest in Central Asia, Xinjiang Key Laboratory of Special Species Conservation and Regulatory Biology, Xinjiang Normal University, Urumqi, 830054, China.
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Vatanparast M, Kazzazi M, Sajjadian SM, Park Y. Knockdown of Helicoverpa armigera protease genes affects its growth and mortality via RNA interference. ARCHIVES OF INSECT BIOCHEMISTRY AND PHYSIOLOGY 2021; 108:e21840. [PMID: 34569086 DOI: 10.1002/arch.21840] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 07/26/2021] [Accepted: 08/12/2021] [Indexed: 06/13/2023]
Abstract
Helicoverpa armigera (Hübner) (Lepidoptera: Noctuidae), the cotton bollworm, is a destructive pest which is famous for its resistance to a variety of insecticides. RNA interference is a posttranscriptional gene silencing mechanism that has become a popular tool to control insect pests, triggered by double-stranded RNAs (dsRNAs). The effect of ingestion and injection delivery methods of dsRNA related to some protease genes including Trypsin (Ha-TRY39 and Ha-TRY96), Chymotrypsin (Ha-CHY), and Cathepsin L (Ha-CAT) on growth and development of H. armigera was investigated in this study. All protease genes encoded full ORFs and were expressed in all H. armigera larvae stages and tissues. In both injection and feeding bioassays, Ha-RNAi CHY's performance outperformed that of other protease genes. CHY enzyme activity in the midgut of larvae was significantly reduced after treatment with ds-HaCHY. Oral administration of ds-CHY also resulted in significant mortality of H. armigera larvae. However, because of the high RNase activity in the midgut lumen of lepidoptera, a large amount of dsRNA was needed to effectively kill instars of H. armigera. To reduce dsRNA degradation, bacterial expression and dsRNA formulation were used. After oral administration, it was toxic to H. armigera larvae. Before oral administration, bacterial cells were sonicated to increase dsRNA release. The RNA interference efficiency of sonicated bacteria was significantly increased, resulting in higher larval mortality when administered orally. All of these findings point to Ha-CHY as a new candidate for developing an effective dsRNA-based pesticide for H. armigera control.
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Affiliation(s)
- Mohammad Vatanparast
- Department of Plant Protection, College of Agriculture, Bu-Ali Sina University, Shahid Mostafa Ahmadi Roshan, Hamedan, Iran
- Department of Plant Quarantine Technology Center, Animal and Plant Quarantine Agency, Gimcheon, South Korea
| | - Majid Kazzazi
- Department of Plant Protection, College of Agriculture, Bu-Ali Sina University, Shahid Mostafa Ahmadi Roshan, Hamedan, Iran
| | - Seyedeh Minoo Sajjadian
- Department of Plant Quarantine Technology Center, Animal and Plant Quarantine Agency, Gimcheon, South Korea
- Department of Plant Protection, College of Agricultural Science and Engineering, University of Tehran, Karaj, Iran
| | - Youngjin Park
- Department of Plant Quarantine Technology Center, Animal and Plant Quarantine Agency, Gimcheon, South Korea
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Salvador R, Niz JM, Nakaya PA, Pedarros A, Hopp HE. Midgut Genes Knockdown by Oral dsRNA Administration Produces a Lethal Effect on Cotton Boll Weevil. NEOTROPICAL ENTOMOLOGY 2021; 50:121-128. [PMID: 33025569 DOI: 10.1007/s13744-020-00819-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 09/21/2020] [Indexed: 06/11/2023]
Abstract
The "cotton boll weevil" (Anthonomus grandis Boheman) is a key pest in America whose larval stage develops within the cotton flower bud. During its development, the larva uses the flower bud as food and as a shelter from predators. This behavior limits the effective control through conventional insecticide applications and biocontrol techniques. Increasing genetic information from insects has allowed the development of new control technologies based on the use of RNA interference (RNAi) to design orally delivered double-stranded RNA (dsRNA) strategies. In this study, we evaluated the effect of continuous oral administration of six specific dsRNA in order to identify an effective target gene for RNAi-mediated control of cotton boll weevil. First, six selected A. grandis gene fragments were amplified and cloned to perform in vivo synthesis of the specific dsRNA, and subsequently, larvae and adults were fed with this dsRNA for 2 weeks. Larvae mortality ranged from 40 to 60% depending on the targeted gene sequence. Indeed, α-amylase and cytochrome p450 dsRNAs were the most effective. Oral administration in adults caused smaller but still significant death rates (15-30%). Thus, the results demonstrated RNAi responses depend on life stages and target genes. The dsRNA ingestion was capable of providing knockdown mRNA levels in cotton boll weevil midgut and this effect was significantly higher in the larval stage. In this study, we present a new report of silencing of midgut genes in A. grandis larva induced by continuously feeding with dsRNA. This potential new tool should be further evaluated in cotton boll weevil control strategies.
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Affiliation(s)
- Ricardo Salvador
- Instituto de Microbiología y Zoología Agrícola (IMyZA), Centro de investigaciones en Ciencias Agronómicas y Veterinarias (CICVyA), Instituto Nacional de Tecnología Agropecuaria (INTA), Buenos Aires, Argentina.
| | - José M Niz
- Instituto de Microbiología y Zoología Agrícola (IMyZA), Centro de investigaciones en Ciencias Agronómicas y Veterinarias (CICVyA), Instituto Nacional de Tecnología Agropecuaria (INTA), Buenos Aires, Argentina
| | - Pablo A Nakaya
- Instituto de Microbiología y Zoología Agrícola (IMyZA), Centro de investigaciones en Ciencias Agronómicas y Veterinarias (CICVyA), Instituto Nacional de Tecnología Agropecuaria (INTA), Buenos Aires, Argentina
| | - Analía Pedarros
- Instituto de Microbiología y Zoología Agrícola (IMyZA), Centro de investigaciones en Ciencias Agronómicas y Veterinarias (CICVyA), Instituto Nacional de Tecnología Agropecuaria (INTA), Buenos Aires, Argentina
| | - H Esteban Hopp
- Instituto de Agrobiotecnología y Biología Molecular (IABIMO), Instituto Nacional de Tecnología Agropecuaria (INTA), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET) and Lab de Agrobiotecnología DFBMC, Facultad de Ciencias Exactas y Naturales, Univ de Buenos Aires, Buenos Aires, Argentina
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8
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Noriega DD, Arraes FBM, Antonino JD, Macedo LLP, Fonseca FCA, Togawa RC, Grynberg P, Silva MCM, Negrisoli AS, Grossi-de-Sa MF. Transcriptome Analysis and Knockdown of the Juvenile Hormone Esterase Gene Reveal Abnormal Feeding Behavior in the Sugarcane Giant Borer. Front Physiol 2020; 11:588450. [PMID: 33192604 PMCID: PMC7655874 DOI: 10.3389/fphys.2020.588450] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 10/06/2020] [Indexed: 12/13/2022] Open
Abstract
The sugarcane giant borer (SGB), Telchin licus licus, is a pest that has strong economic relevance for sugarcane producers. Due to the endophytic behavior of the larva, current methods of management are inefficient. A promising biotechnological management option has been proposed based on RNA interference (RNAi), a process that uses molecules of double-stranded RNA (dsRNA) to specifically knock down essential genes and reduce insect survival. The selection of suitable target genes is often supported by omic sciences. Studies have shown that genes related to feeding adaptation processes are good candidates to be targeted by RNAi for pest management. Among those genes, esterases are highlighted because of their impact on insect development. In this study, the objective was to evaluate the transcriptome responses of the SGB’s gut in order to provide curated data of genes that could be used for pest management by RNAi in future studies. Further, we validated the function of an esterase-coding gene and its potential as a target for RNAi-based control. We sequenced the gut transcriptome of SGB larvae by Illumina HiSeq and evaluated its gene expression profiles in response to different diets (sugarcane stalk and artificial diet). We obtained differentially expressed genes (DEGs) involved in detoxification, digestion, and transport, which suggest a generalist mechanism of adaptation in SGB larvae. Among the DEGs, was identified and characterized a candidate juvenile hormone esterase gene (Tljhe). We knocked down the Tljhe gene by oral delivery of dsRNA molecules and evaluated gene expression in the gut. The survival and nutritional parameters of the larvae were measured along the developmental cycle of treated insects. We found that the gene Tljhe acts as a regulator of feeding behavior. The knockdown of Tljhe triggered a forced starvation state in late larval instars that significantly reduced the fitness of the larvae. However, the mechanism of action of this gene remains unclear, and the correlation between the expression of Tljhe and the levels of juvenile hormone (JH) metabolites in the hemolymph of the SGB must be assessed in future research.
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Affiliation(s)
- Daniel D Noriega
- Embrapa Genetic Resources and Biotechnology, Brasília, Brazil.,Department of Cellular Biology, University of Brasília, Brasília, Brazil.,PPG in Genomic Sciences and Biotechnology, Catholic University of Brasília, Brasília, Brazil
| | - Fabricio B M Arraes
- Embrapa Genetic Resources and Biotechnology, Brasília, Brazil.,Biotechnology Center, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - José Dijair Antonino
- Embrapa Genetic Resources and Biotechnology, Brasília, Brazil.,Department of Agronomy/Entomology, Universidade Federal Rural de Pernambuco (UFRPE), Recife, Brazil
| | | | - Fernando C A Fonseca
- Embrapa Genetic Resources and Biotechnology, Brasília, Brazil.,Department of Cellular Biology, University of Brasília, Brasília, Brazil
| | | | | | - Maria C M Silva
- Embrapa Genetic Resources and Biotechnology, Brasília, Brazil
| | | | - Maria F Grossi-de-Sa
- Embrapa Genetic Resources and Biotechnology, Brasília, Brazil.,PPG in Genomic Sciences and Biotechnology, Catholic University of Brasília, Brasília, Brazil.,National Institute of Science and Technology (INCT) PlantStress Biotech, Brazilian Agricultural Research Corporation (EMBRAPA), Brasília, Brazil
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