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Du Y, Scheibener S, Zhu YC, Allen KC, Reddy GVP. Insecticide Susceptibilities and Enzyme Activities of Four Stink Bug Populations in Mississippi, USA. INSECTS 2024; 15:265. [PMID: 38667395 PMCID: PMC11050663 DOI: 10.3390/insects15040265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 04/05/2024] [Accepted: 04/10/2024] [Indexed: 04/28/2024]
Abstract
In Mississippi, the Pentatomidae complex infesting soybean is primarily composed of Euschistus servus, Nezara viridula, Chinavia hilaris, and Piezodorus guildinii. This study employed spray bioassays to evaluate the susceptibilities of these stink bugs to seven commonly used formulated insecticides: oxamyl, acephate, bifenthrin, λ-cyhalothrin, imidacloprid, thiamethoxam, and sulfoxaflor. Stinks bugs were collected from soybeans in Leland, MS, USA during 2022 and 2023, as well as from wild host plants in Clarksdale, MS. There was no significant difference in the susceptibility of C. hilaris to seven insecticides between two years, whereas P. guildinii showed slightly increased susceptibility to neonicotinoids in 2023. Among all four stink bug species, susceptibility in 2022 was ranked as P. guildinii ≤ C. hilaris ≈ N. viridula, while in 2023, it was ranked as P. guildinii ≤ C. hilaris ≤ E. Servus. Additionally, populations of E. servus and P. guildinii collected from Clarksdale exhibited high tolerance to pyrethroids and neonicotinoids. Moreover, populations of E. servus and P. guildinii from SIMRU-2022 and Clarksdale-2023 showed elevated esterase and cytochrome P450 activity, respectively. These findings from spray bioassays and enzyme activity analyses provide a baseline for monitoring insecticide resistance in Pentatomidae and can guide insecticide resistance management strategies for Mississippi soybean.
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Affiliation(s)
- Yuzhe Du
- Southern Insect Management Research Unit, Agriculture Research Service, United States Department of Agriculture, 141 Experiment Station Road, Stoneville, MS 38776, USA; (S.S.); (K.C.A.); (G.V.P.R.)
| | - Shane Scheibener
- Southern Insect Management Research Unit, Agriculture Research Service, United States Department of Agriculture, 141 Experiment Station Road, Stoneville, MS 38776, USA; (S.S.); (K.C.A.); (G.V.P.R.)
| | - Yu-Cheng Zhu
- Pollinator Health in Southern Crop Ecosystems Research Unit, Agriculture Research Service, United States Department of Agriculture, 141 Experiment Station Road, Stoneville, MS 38776, USA;
| | - K. Clint Allen
- Southern Insect Management Research Unit, Agriculture Research Service, United States Department of Agriculture, 141 Experiment Station Road, Stoneville, MS 38776, USA; (S.S.); (K.C.A.); (G.V.P.R.)
| | - Gadi V. P. Reddy
- Southern Insect Management Research Unit, Agriculture Research Service, United States Department of Agriculture, 141 Experiment Station Road, Stoneville, MS 38776, USA; (S.S.); (K.C.A.); (G.V.P.R.)
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Vertacnik KL, Herrig DK, Godfrey RK, Hill T, Geib SM, Unckless RL, Nelson DR, Linnen CR. Evolution of five environmentally responsive gene families in a pine-feeding sawfly, Neodiprion lecontei (Hymenoptera: Diprionidae). Ecol Evol 2023; 13:e10506. [PMID: 37791292 PMCID: PMC10542623 DOI: 10.1002/ece3.10506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Revised: 07/17/2023] [Accepted: 07/21/2023] [Indexed: 10/05/2023] Open
Abstract
A central goal in evolutionary biology is to determine the predictability of adaptive genetic changes. Despite many documented cases of convergent evolution at individual loci, little is known about the repeatability of gene family expansions and contractions. To address this void, we examined gene family evolution in the redheaded pine sawfly Neodiprion lecontei, a noneusocial hymenopteran and exemplar of a pine-specialized lineage evolved from angiosperm-feeding ancestors. After assembling and annotating a draft genome, we manually annotated multiple gene families with chemosensory, detoxification, or immunity functions before characterizing their genomic distributions and molecular evolution. We find evidence of recent expansions of bitter gustatory receptor, clan 3 cytochrome P450, olfactory receptor, and antimicrobial peptide subfamilies, with strong evidence of positive selection among paralogs in a clade of gustatory receptors possibly involved in the detection of bitter compounds. In contrast, these gene families had little evidence of recent contraction via pseudogenization. Overall, our results are consistent with the hypothesis that in response to novel selection pressures, gene families that mediate ecological interactions may expand and contract predictably. Testing this hypothesis will require the comparative analysis of high-quality annotation data from phylogenetically and ecologically diverse insect species and functionally diverse gene families. To this end, increasing sampling in under-sampled hymenopteran lineages and environmentally responsive gene families and standardizing manual annotation methods should be prioritized.
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Affiliation(s)
- Kim L. Vertacnik
- Department of EntomologyUniversity of KentuckyLexingtonKentuckyUSA
| | | | - R. Keating Godfrey
- McGuire Center for Lepidoptera and Biodiversity, University of FloridaGainesvilleFloridaUSA
| | - Tom Hill
- National Institute of Allergy and Infectious DiseasesBethesdaMarylandUSA
| | - Scott M. Geib
- Tropical Crop and Commodity Protection Research UnitUnited States Department of Agriculture: Agriculture Research Service Pacific Basin Agricultural Research CenterHiloHawaiiUSA
| | - Robert L. Unckless
- Department of Molecular BiosciencesUniversity of KansasLawrenceKansasUSA
| | - David R. Nelson
- Department of Microbiology, Immunology and BiochemistryUniversity of Tennessee Health Science CenterMemphisTennesseeUSA
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Revealing the difference of α-amylase and CYP6AE76 gene between polyphagous Conogethes punctiferalis and oligophagous C. pinicolalis by multiple-omics and molecular biological technique. BMC Genomics 2022; 23:521. [PMID: 35854244 PMCID: PMC9295484 DOI: 10.1186/s12864-022-08753-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 06/23/2022] [Indexed: 12/02/2022] Open
Abstract
Background Conogethes pinicolalis has been thought as a Pinaceae-feeding variant of the yellow peach moth, Conogethes punctiferalis. The divergence of C. pinicolalis from the fruit-feeding moth C. punctiferalis has been reported in terms of morphology, ecology, and genetics, however there is a lack of detailed molecular data. Therefore, in this study, we investigated the divergence of C. pinicolalis from C. punctiferalis from the aspects of transcriptomics, proteomics, metabolomics and bioinformatics. Results The expression of 74,611 mRNA in transcriptome, 142 proteins in proteome and 218 metabolites in metabolome presented significantly differences between the two species, while the KEGG results showed the data were mainly closely related to metabolism and redox. Moreover, based on integrating system-omics data, we found that the α-amylase and CYP6AE76 genes were mutated between the two species. Mutations in the α-amylase and CYP6AE76 genes may influence the efficiency of enzyme preference for a certain substrate, resulting in differences in metabolic or detoxifying ability in both species. The qPCR and enzyme activity test also confirmed the relevant gene expression. Conclusions These findings of two related species and integrated networks provide beneficial information for further exploring the divergence in specific genes, metabolism, and redox mechanism. Most importantly, it will give novel insight on species adaptation to various diets, such as from monophagous to polyphagous. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-022-08753-9.
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Analysis of Transcriptome Difference between Blood-Fed and Starved Tropical Bed Bug, Cimex hemipterus (F.) (Hemiptera: Cimicidae). INSECTS 2022; 13:insects13040387. [PMID: 35447830 PMCID: PMC9029146 DOI: 10.3390/insects13040387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/01/2022] [Accepted: 04/12/2022] [Indexed: 11/19/2022]
Abstract
Simple Summary Bed bugs are well known for their extreme resilience to starvation. The molecular mechanisms behind this ability, however, are little known. Thus, the whole transcriptomes of blood-fed and starved bed bugs from the species Cimex hemipterus (tropical bed bugs) were sequenced and compared. The transcriptome of tropical bed bugs was initially annotated. Following differentially expressed genes (DEGs) analysis, regulated transcripts were mostly identified in biological processes during blood-feeding and starvation. The results provide an overview of the functional genes proportion of this species and a deeper understanding of the bed bug’s molecular mechanism of resistance to blood feeding and starvation. Abstract The reference transcriptome for Cimex hemipterus (tropical bed bug) was assembled de novo in this study, and differential expression analysis was conducted between blood-fed and starved tropical bed bug. A total of 24,609 transcripts were assembled, with around 79% of them being annotated against the Eukaryotic Orthologous Groups (KOG) database. The transcriptomic comparison revealed several differentially expressed genes between blood-fed and starved bed bugs, with 38 of them being identifiable. There were 20 and 18 genes significantly upregulated in blood-fed and starved bed bugs, respectively. Differentially expressed genes (DEGs) were revealed to be associated with regulation, metabolism, transport, motility, immune, and stress response; endocytosis; and signal transduction. The Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis showed an enrichment of genes encoding steroid biosynthesis, glycosaminoglycan biosynthesis, butanoate metabolism, and autophagy in both blood-fed and starved bed bugs. However, in blood-fed bed bugs, genes involved in histidine metabolism, caffeine metabolism, ubiquinone/terpenoid-quinone biosynthesis, and sulfur relay system were enriched. On the other hand, starvation activates genes related to nicotinate and nicotinamide metabolism, fatty acid elongation, terpenoid backbone biosynthesis, metabolism of xenobiotics by cytochrome P450, riboflavin metabolism, apoptosis, and protein export. The present study is the first to report a de novo transcriptomic analysis in C. hemipterus and demonstrated differential responses of bed bugs in facing blood-feeding and starvation.
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Han H, Yang Y, Hu J, Wang Y, Zhao Z, Ma R, Gao L, Guo Y. Identification and Characterization of CYP6 Family Genes from the Oriental Fruit Moth (Grapholita molesta) and Their Responses to Insecticides. INSECTS 2022; 13:insects13030300. [PMID: 35323597 PMCID: PMC8953268 DOI: 10.3390/insects13030300] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 03/13/2022] [Accepted: 03/14/2022] [Indexed: 02/01/2023]
Abstract
Simple Summary Eight CYP6 family genes were identified in Grapholita molesta (Busck). The expression of individual gene members differed between the developmental stages and insect tissues. High expression was found in third/fourth-instar larvae and in the midgut and Malpighian tubules. The response patterns of the genes exhibited diverse response patterns to the three representative insecticides were diverse. Abstract Cytochrome P450 (CYP) monooxygenases comprise a superfamily of proteins that detoxify xenobiotics and plant secondary metabolites in insects. The CYP6 family is unique to the class Insecta, and its members participate in the metabolism of exogenous substances. In this study, we sequenced and characterized the full-length cDNAs of eight CYP6 family genes from Grapholita molesta (Busck), a global pest of pome fruits. P450 genes with the exception of CYP6AN35, which was most highly expressed in adults, consistently showed high expression in third- or fourth-instar larvae. The analysis of different tissues of adults showed that most of these genes were predominantly expressed in the midgut, Malpighian tubules, and/or fat body. The expression of these eight CYP6 genes was differentially affected by three representative insecticides: malathion (organophosphate), deltamethrin (pyrethroid), and chlorantraniliprole (carbamate). All eight CYP6 genes responded to malathion treatment. Only three CYP6 genes were highly expressed in deltamethrin-treated individuals. Chlorantraniliprole treatment exerted weak effects on gene expression. Interestingly, CYP6AN35 was a highly expression level in the adult head and its expression was induced by all three insecticides. CYP6AN35 may be a key gene in the metabolism of insecticides. This study provides a fundamental understanding of the functions of the CYP6 gene family in insecticide metabolism in G. molesta.
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Affiliation(s)
- Hui Han
- College of Plant Protection, Shanxi Agricultural University, Jinzhong 030801, China; (H.H.); (Y.Y.); (J.H.); (Y.W.); (Z.Z.); (R.M.)
| | - Yanyu Yang
- College of Plant Protection, Shanxi Agricultural University, Jinzhong 030801, China; (H.H.); (Y.Y.); (J.H.); (Y.W.); (Z.Z.); (R.M.)
| | - Jun Hu
- College of Plant Protection, Shanxi Agricultural University, Jinzhong 030801, China; (H.H.); (Y.Y.); (J.H.); (Y.W.); (Z.Z.); (R.M.)
| | - Yuanxin Wang
- College of Plant Protection, Shanxi Agricultural University, Jinzhong 030801, China; (H.H.); (Y.Y.); (J.H.); (Y.W.); (Z.Z.); (R.M.)
| | - Zhiguo Zhao
- College of Plant Protection, Shanxi Agricultural University, Jinzhong 030801, China; (H.H.); (Y.Y.); (J.H.); (Y.W.); (Z.Z.); (R.M.)
| | - Ruiyan Ma
- College of Plant Protection, Shanxi Agricultural University, Jinzhong 030801, China; (H.H.); (Y.Y.); (J.H.); (Y.W.); (Z.Z.); (R.M.)
| | - Lingling Gao
- CSIRO Agriculture & Food, Private Bag 5, Wembley, Perth, WA 6913, Australia
- Correspondence: (L.G.); (Y.G.)
| | - Yanqiong Guo
- College of Plant Protection, Shanxi Agricultural University, Jinzhong 030801, China; (H.H.); (Y.Y.); (J.H.); (Y.W.); (Z.Z.); (R.M.)
- Correspondence: (L.G.); (Y.G.)
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Vandenhole M, Dermauw W, Van Leeuwen T. Short term transcriptional responses of P450s to phytochemicals in insects and mites. CURRENT OPINION IN INSECT SCIENCE 2021; 43:117-127. [PMID: 33373700 PMCID: PMC8082277 DOI: 10.1016/j.cois.2020.12.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 12/02/2020] [Accepted: 12/09/2020] [Indexed: 05/11/2023]
Abstract
Cytochrome P450 monooxygenases (P450s) play a key role in the detoxification of phytochemicals in arthropod herbivores. We present here an overview of recent progress in understanding the breadth and specificity of gene expression plasticity of P450s in response to phytochemicals. We discuss experimental setups and new findings in mechanisms of P450 regulation. Whole genome transcriptomic analysis of arthropod herbivores, either after direct administration of phytochemicals or after host plant shifts, allowed to integrate various levels of chemical complexity and lead to the unbiased identification of responsive P450 genes. However, despite progress in identification of inducible P450s, the link between induction and metabolism is still largely unexplored, and to what extent the overall response is biologically functional should be further investigated. In the near future, such studies will be more straightforward as forward and reverse genetic tools become more readily available.
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Affiliation(s)
- Marilou Vandenhole
- Laboratory of Agrozoology, Department of Plants and Crops, Faculty of Bioscience Engineering, Coupure Iinks 653, 9000 Ghent, Belgium
| | - Wannes Dermauw
- Laboratory of Agrozoology, Department of Plants and Crops, Faculty of Bioscience Engineering, Coupure Iinks 653, 9000 Ghent, Belgium
| | - Thomas Van Leeuwen
- Laboratory of Agrozoology, Department of Plants and Crops, Faculty of Bioscience Engineering, Coupure Iinks 653, 9000 Ghent, Belgium.
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Zhang YC, Gao SS, Xue S, An SH, Zhang KP. Disruption of the cytochrome P450 CYP6BQ7 gene reduces tolerance to plant toxicants in the red flour beetle, Tribolium castaneum. Int J Biol Macromol 2021; 172:263-269. [PMID: 33453254 DOI: 10.1016/j.ijbiomac.2021.01.054] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 12/31/2020] [Accepted: 01/08/2021] [Indexed: 10/22/2022]
Abstract
In insects, the cytochrome P450 CYP6B family plays key roles in the detoxification of toxic plant substances. However, the function of CYP6 family genes in degrading plant toxicants in Tribolium castaneum, an extremely destructive global storage pest, have yet to be elucidated. In this study, a T. castaneum CYP gene, TcCYP6BQ7, was characterized. TcCYP6BQ7 expression was significantly induced after exposure to essential oil of the plant Artemisia vulgaris (EOAV). Spatiotemporal expression profiling revealed that TcCYP6BQ7 expression was higher in larval and adult stages of T. castaneum than in other developmental stages, and that TcCYP6BQ7 was predominantly expressed in the brain and hemolymph from the late larval stage. TcCYP6BQ7 silencing by RNA interference increased larvae mortality in response to EOAV from 49.67% to 71.67%, suggesting that this gene is associated with plant toxicant detoxification. Combined results from this study indicate that the CYP6 family gene TcCYP6BQ7 likely plays a pivotal role in influencing the susceptibility of T. castaneum to plant toxicants. These findings may have implications for the development of novel therapeutics to control this agriculturally important pest.
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Affiliation(s)
- Yuan-Chen Zhang
- College of Biology and Food Engineering, Innovation and Practice Base for Postdoctors, Anyang Institute of Technology, Huanghe Road 73, Wenfeng District, 455000 Anyang, Henan province, PR China; College of Plant Protection, Henan Agricultural University, Nongye Road 63, Jinshui District, 450002 Zhengzhou, Henan province, PR China
| | - Shan-Shan Gao
- College of Biology and Food Engineering, Innovation and Practice Base for Postdoctors, Anyang Institute of Technology, Huanghe Road 73, Wenfeng District, 455000 Anyang, Henan province, PR China.
| | - Shuang Xue
- College of Biology and Food Engineering, Innovation and Practice Base for Postdoctors, Anyang Institute of Technology, Huanghe Road 73, Wenfeng District, 455000 Anyang, Henan province, PR China
| | - Shi-Heng An
- College of Plant Protection, Henan Agricultural University, Nongye Road 63, Jinshui District, 450002 Zhengzhou, Henan province, PR China
| | - Kun-Peng Zhang
- College of Biology and Food Engineering, Innovation and Practice Base for Postdoctors, Anyang Institute of Technology, Huanghe Road 73, Wenfeng District, 455000 Anyang, Henan province, PR China
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Denecke S, Ioannidis P, Buer B, Ilias A, Douris V, Topalis P, Nauen R, Geibel S, Vontas J. A transcriptomic and proteomic atlas of expression in the Nezara viridula (Heteroptera: Pentatomidae) midgut suggests the compartmentalization of xenobiotic metabolism and nutrient digestion. BMC Genomics 2020; 21:129. [PMID: 32028881 PMCID: PMC7006211 DOI: 10.1186/s12864-020-6459-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 01/07/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Stink bugs are an emerging threat to crop security in many parts of the globe, but there are few genetic resources available to study their physiology at a molecular level. This is especially true for tissues such as the midgut, which forms the barrier between ingested material and the inside of the body. RESULTS Here, we focus on the midgut of the southern green stink bug Nezara viridula and use both transcriptomic and proteomic approaches to create an atlas of expression along the four compartments of the anterior-posterior axis. Estimates of the transcriptome completeness were high, which led us to compare our predicted gene set to other related stink bugs and Hemiptera, finding a high number of species-specific genes in N. viridula. To understand midgut function, gene ontology and gene family enrichment analyses were performed for the most highly expressed and specific genes in each midgut compartment. These data suggested a role for the anterior midgut (regions M1-M3) in digestion and xenobiotic metabolism, while the most posterior compartment (M4) was enriched in transmembrane proteins. A more detailed characterization of these findings was undertaken by identifying individual members of the cytochrome P450 superfamily and nutrient transporters thought to absorb amino acids or sugars. CONCLUSIONS These findings represent an initial step to understand the compartmentalization and physiology of the N. viridula midgut at a genetic level. Future studies will be able to build on this work and explore the molecular physiology of the stink bug midgut.
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Affiliation(s)
- Shane Denecke
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology - Hellas, N. Plastira 100, GR-70013, Heraklion, Crete, Greece.
| | - Panagiotis Ioannidis
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology - Hellas, N. Plastira 100, GR-70013, Heraklion, Crete, Greece.
| | - Benjamin Buer
- Bayer AG, Crop Science Division, R&D Pest Control, 40789, Monheim, Germany
| | - Aris Ilias
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology - Hellas, N. Plastira 100, GR-70013, Heraklion, Crete, Greece
| | - Vassilis Douris
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology - Hellas, N. Plastira 100, GR-70013, Heraklion, Crete, Greece.,Department of Biological Applications and Technology, University of Ioannina, 45110, Ioannina, Greece
| | - Pantelis Topalis
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology - Hellas, N. Plastira 100, GR-70013, Heraklion, Crete, Greece
| | - Ralf Nauen
- Bayer AG, Crop Science Division, R&D Pest Control, 40789, Monheim, Germany
| | - Sven Geibel
- Bayer AG, Crop Science Division, R&D Pest Control, 40789, Monheim, Germany
| | - John Vontas
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology - Hellas, N. Plastira 100, GR-70013, Heraklion, Crete, Greece.,Department of Crop Science, Agricultural University of Athens, Iera Odos 75, GR-11855, Athens, Greece
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Cantón PE, Bonning BC. Transcription and Activity of Digestive Enzymes of Nezara viridula Maintained on Different Plant Diets. Front Physiol 2020; 10:1553. [PMID: 31969835 PMCID: PMC6960134 DOI: 10.3389/fphys.2019.01553] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Accepted: 12/09/2019] [Indexed: 11/13/2022] Open
Abstract
Nezara viridula is a polyphagous stink bug that feeds on crops of economic importance such as corn, soybean and cotton. To increase understanding of the ability of this pest insect to feed on such diverse cropping systems, we analyzed the impact of an exclusive diet of corn or green bean on the enzymatic activity and transcriptomic profile of digestive enzymes. Growth rate and survival were reduced when insects were reared exclusively on green bean compared to corn. However, the overall protease and nuclease activity profiles were comparable between the two treatments. Distinct differences in inhibitor sensitivity and activity were seen in some cases, particularly for serine proteases in some regions of the midgut. The transcription profiles from N. viridula fed on corn versus green bean were distinct on principal component analysis of RNA-seq data. While specific transcripts differentially transcribed according to diet and across several tissues were identified, a large number of these transcripts remain unannotated. Further annotation for identification of these genes will be important for improved understanding of the remarkable polyphagy of N. viridula.
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Affiliation(s)
- Pablo Emiliano Cantón
- Department of Entomology and Nematology, University of Florida, Gainesville, FL, United States
| | - Bryony C Bonning
- Department of Entomology and Nematology, University of Florida, Gainesville, FL, United States
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