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Gabrys AM, Dietrich CH, Trivellone V. Inferring Tripartite Associations of Vector-Borne Plant Pathogens Using a Next-Generation Sequencing Approach. Pathogens 2025; 14:74. [PMID: 39861035 PMCID: PMC11768818 DOI: 10.3390/pathogens14010074] [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: 12/20/2024] [Revised: 01/08/2025] [Accepted: 01/12/2025] [Indexed: 01/27/2025] Open
Abstract
Phytoplasmas are a group of plant-pathogenic, cell-wall-less bacteria vectored primarily by leafhoppers (Hemiptera Cicadellidae), one of the most diverse families of insects. Despite the importance of documenting associations between phytoplasmas, their insect vectors, and plant hosts to prevent disease outbreaks, such knowledge is currently highly incomplete and largely neglects the diversity of the system in natural areas. Here, we used anchored hybrid enrichment (AHE) to recover the DNA of five plant genes (rbcL, matK, ITS1, ITS2, and trnH-psbA) in 58 phloem-feeding leafhoppers from around the world that had previously tested positive for phytoplasma infection. Using BLASTn and a strict filtering approach, we assigned taxonomic classifications to the plant sequences and tested for cophylogenetic signals between potential Deltocephalinae leafhopper vectors and their associated plants. We observed incongruence between plant and insect phylogenies. Many leafhopper species, including presumed grass specialists, fed on distantly related plant lineages; 66% of sampled leafhoppers fed on plants from at least two different orders. By disentangling phytoplasma-leafhopper-plant interactions, we identify locations at risk of phytoplasma disease outbreaks. Furthermore, the observed wide diet breadth raises questions about how phytoplasma infection may manipulate the feeding preference of their insect host and helps fill the gaps in understanding the ecology and diversification of the tripartite association.
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Affiliation(s)
- Ava M. Gabrys
- Department of Biology, The Pennsylvania State University, University Park, PA 16802, USA;
| | - Christopher H. Dietrich
- Illinois Natural History Survey, Prairie Research Institute, University of Illinois at Urbana-Champaign, Champaign, IL 61820, USA;
| | - Valeria Trivellone
- Illinois Natural History Survey, Prairie Research Institute, University of Illinois at Urbana-Champaign, Champaign, IL 61820, USA;
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Berteloot OH, Peusens G, Beliën T, De Clercq P, Van Leeuwen T. Unveiling the diet of two generalist stink bugs, Halyomorpha halys and Pentatoma rufipes (Hemiptera: Pentatomidae), through metabarcoding of the ITS2 region from gut content. PEST MANAGEMENT SCIENCE 2024; 80:5694-5705. [PMID: 39011841 DOI: 10.1002/ps.8287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Revised: 06/13/2024] [Accepted: 06/21/2024] [Indexed: 07/17/2024]
Abstract
BACKGROUND The use of DNA metabarcoding has become an increasingly popular technique to infer feeding relationships in polyphagous herbivores and predators. Understanding host plant preference of native and invasive herbivore insects can be helpful in establishing effective integrated pest management (IPM) strategies. The invasive Halyomorpha halys and native Pentatoma rufipes are piercing-sucking stink bug pests that are known to cause economic damage in commercial fruit orchards. RESULTS In this study, we performed molecular gut content analysis (MGCA) on field-collected specimens of these two herbivorous pentatomids using next-generation amplicon sequencing (NGAS) of the internal transcribed spacer 2 (ITS2) barcode region. Additionally, a laboratory experiment was set up where H. halys was switched from a mixed diet to a monotypic diet, allowing us to determine the detectability of the initial diet in a time series of ≤3 days after the diet switch. We detected 68 unique plant species from 54 genera in the diet of two stink bug species, with fewer genera found per sample and a smaller diet breadth for P. rufipes than for H. halys. Both stink bug species generally prefer deciduous trees over gymnosperms and herbaceous plants. Landscape type significantly impacted the observed genera in the diet of both stink bug species, whereas season only had a significant effect on the diet of H. halys. CONCLUSION This study provides further insights into the dietary composition of two polyphagous pentatomid pests and illustrates that metabarcoding can deliver a relevant species-level resolution of host plant preference. © 2024 Society of Chemical Industry.
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Affiliation(s)
- Olivier Hendrik Berteloot
- Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University (UGent), Ghent, Belgium
| | - Gertie Peusens
- Zoology Department, Research Centre for Fruit Cultivation (PCFruit), Sint-Truiden, Belgium
| | - Tim Beliën
- Zoology Department, Research Centre for Fruit Cultivation (PCFruit), Sint-Truiden, Belgium
| | - Patrick De Clercq
- Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University (UGent), Ghent, Belgium
| | - Thomas Van Leeuwen
- Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University (UGent), Ghent, Belgium
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Fluch M, Chignola M, Corretto E, Wolf M, Fischnaller S, Borruso L, Schuler H. What's on the menu? A novel molecular gut content analysis to investigate the feeding behavior of phytophagous insects. Ecol Evol 2024; 14:e70071. [PMID: 39318529 PMCID: PMC11421882 DOI: 10.1002/ece3.70071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 06/28/2024] [Accepted: 07/11/2024] [Indexed: 09/26/2024] Open
Abstract
The relationship between phytophagous insects and plants is a central aspect of food webs and ecosystem functioning. The introduction of new species into an environment can have significant impacts on the food web of a native ecosystem. In many cases, there is a lack of knowledge on the biology and feeding behavior of invasive species prior their introduction and in the invaded regions. Gut content analyses of insects have provided valuable information on the host spectrum of insects. However, current approaches are time-consuming and costly. Here, we describe a new molecular gut content analysis (GCA) approach using the Oxford Nanopore (ONT) Flongle sequencing platform to characterize the plant DNA present in the gut of the highly polyphagous insect species Halyomorpha halys. We demonstrate that this technique efficiently amplifies and correctly identifies plant DNA in a mock community. We performed a feeding experiment to determine the sensitivity of this approach and to assess how long the plant DNA can be detected. All plants used in the feeding experiment were correctly identified and detected after 56 days. Surprisingly, we also detected various plant genera that were not included in the feeding experiment and thus were likely ingested months before the experiment. Our study suggests that the GCA using the ONT Flongle sequencing platform represents a rapid and cost-efficient diagnosis of the dietary preferences, host range, and the diversity of consumed plant species of pest insects with high precision.
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Affiliation(s)
- Maja Fluch
- Faculty of Agricultural, Environmental and Food Sciences Free University of Bozen-Bolzano Bolzano-Bozen Italy
| | - Marta Chignola
- Faculty of Agricultural, Environmental and Food Sciences Free University of Bozen-Bolzano Bolzano-Bozen Italy
| | - Erika Corretto
- Competence Centre for Plant Health Free University of Bozen-Bolzano Bolzano-Bozen Italy
| | | | | | - Luigimaria Borruso
- Faculty of Agricultural, Environmental and Food Sciences Free University of Bozen-Bolzano Bolzano-Bozen Italy
| | - Hannes Schuler
- Faculty of Agricultural, Environmental and Food Sciences Free University of Bozen-Bolzano Bolzano-Bozen Italy
- Competence Centre for Plant Health Free University of Bozen-Bolzano Bolzano-Bozen Italy
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Tobin SJ, Cunningham JP. Establishing the distribution of Carpophilus truncatus in Australia using an integrative approach for an emerging global pest. Sci Rep 2024; 14:19553. [PMID: 39174634 PMCID: PMC11341852 DOI: 10.1038/s41598-024-70687-x] [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: 06/12/2024] [Accepted: 08/20/2024] [Indexed: 08/24/2024] Open
Abstract
The nitidulid beetle Carpophilus truncatus is rapidly becoming a major pest of nut crops around the world. This insect first infested Australian almonds in 2013 and has since escalated to be the preeminent insect pest for the industry. Data pertaining to C. truncatus distribution are scant, but without awareness of its origin, distribution, and ecological factors that influence distribution, efforts to understand and manage the insect as a pest are stymied. Here, we employ an integrative approach to gain a multifaceted understanding of the distribution of C. truncatus in Australia. Methods employed were (1) reviewing historical records in insect collections to establish the presence of C. truncatus prior to commercial almond horticulture, (2) field trapping of insects to establish presence in regions of interest, (3) laboratory trials to determine the thermal limits of the organism, and (4) correlative species distribution modelling to describe its current distribution. We find that C. truncatus is more widespread across Australia than was previously known, with historical records preceding commercial almond production in Australia by a century. The methods developed in this study can be applied elsewhere in the world where C. truncatus is an emerging pest, or to novel pest species as they arise with increasing frequency in a globalised and warming world.
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Affiliation(s)
- Stephen James Tobin
- Agriculture Victoria Research, Agribio Centre for AgriBiosciences, 5 Ring Road, Bundoora, 3083, Australia.
- School of Applied Systems Biology, La Trobe University, Melbourne, 3086, Australia.
| | - John Paul Cunningham
- Agriculture Victoria Research, Agribio Centre for AgriBiosciences, 5 Ring Road, Bundoora, 3083, Australia
- School of Applied Systems Biology, La Trobe University, Melbourne, 3086, Australia
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Pedersen KM, von Beeren C, Oggioni A, Blüthgen N. Mammal dung-dung beetle trophic networks: an improved method based on gut-content DNA. PeerJ 2024; 12:e16627. [PMID: 38500531 PMCID: PMC10946388 DOI: 10.7717/peerj.16627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Accepted: 11/16/2023] [Indexed: 03/20/2024] Open
Abstract
Background Dung beetles provide many important ecosystem services, including dung decomposition, pathogen control, soil aeration, and secondary seed dispersal. Yet, the biology of most dung beetles remains unknown. Natural diets are poorly studied, partly because previous research has focused on choice or attraction experiments using few, easily accessible dung types from zoo animals, farm animals, or humans. This way, many links within natural food webs have certainly been missed. In this work, we aimed to establish a protocol to analyze the natural diets of dung beetles using DNA gut barcoding. Methods First, the feasibility of gut-content DNA extraction and amplification of 12s rDNA from six different mammal dung types was tested in the laboratory. We then applied the method to beetles caught in pitfall traps in Ecuador and Germany by using 12s rDNA primers. For a subset of the dung beetles caught in the Ecuador sampling, we also used 16s rDNA primers to see if these would improve the number of species we could identify. We predicted the likelihood of amplifying DNA using gut fullness, DNA concentration, PCR primer, collection method, and beetle species as predictor variables in a dominance analysis. Based on the gut barcodes, we generated a dung beetle-mammal network for both field sites (Ecuador and Germany) and analyzed the levels of network specificity. Results We successfully amplified mammal DNA from dung beetle gut contents for 128 specimens, which included such prominent species as Panthera onca (jaguar) and Puma concolor (puma). The overall success rate of DNA amplification was 53%. The best predictors for amplification success were gut fullness and DNA concentration, suggesting the success rate can be increased by focusing on beetles with a full gut. The mammal dung-dung beetle networks differed from purely random network models and showed a moderate degree of network specialization (H2': Ecuador = 0.49; Germany = 0.41). Conclusion We here present a reliable method of extracting and amplifying gut-content DNA from dung beetles. Identifying mammal dung via DNA reference libraries, we created mammal dung-dung beetle trophic networks. This has benefits over previous methods because we inventoried the natural mammal dung resources of dung beetles instead of using artificial mammal baits. Our results revealed higher levels of specialization than expected and more rodent DNA than expected in Germany, suggesting that the presented method provides more detailed insights into mammal dung-dung beetle networks. In addition, the method could have applications for mammal monitoring in many ecosystems.
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Affiliation(s)
- Karen M. Pedersen
- Biology, Technical University of Darmstadt, Darmstadt, Hessen, Germany
| | | | - Arianna Oggioni
- Biology, Technical University of Darmstadt, Darmstadt, Hessen, Germany
| | - Nico Blüthgen
- Biology, Technical University of Darmstadt, Darmstadt, Hessen, Germany
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Allen WJ, Waller LP, Barratt BIP, Dickie IA. Puke or poop? Comparison of regurgitate and faecal samples to infer alpine grasshopper ( Paprides nitidus Hutton) diet in experimental plant communities. Ecol Evol 2023; 13:e10444. [PMID: 37649704 PMCID: PMC10463123 DOI: 10.1002/ece3.10444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 08/08/2023] [Accepted: 08/08/2023] [Indexed: 09/01/2023] Open
Abstract
Characterising plant-herbivore interactions is important to understanding the processes that influence community structure and ecosystem functioning. Traditional methods used to identify plant-herbivore interactions are being superseded by non-destructive molecular approaches that can infer interactions with greater resolution and accuracy from environmental DNA (e.g. faeces and regurgitate). However, few studies have compared the success of using different sample types and whether they provide similar or contrasting information about species' diet. Here we compared the success of DNA amplification and host plant species identification using restriction fragment length polymorphism (RFLP) applied to faecal and regurgitate samples collected from alpine grasshoppers Paprides nitidus Hutton during a grassland community mesocosm experiment. We found that DNA amplification success was 23% and 86% higher for faecal than regurgitate samples from female and male grasshoppers, respectively. In contrast, successful host plant identification using RFLP was 9% higher for regurgitate than faecal samples. The mean number of host plant species identified per sample (1.40) did not differ between sample types or grasshopper sexes. Of the 136 paired faecal-regurgitate samples, just 41% and 74% produced exactly or partially matching host plant identifications, respectively, indicating that different sample types provided complementary information about herbivore diet. Some plant species were more likely to be identified from faecal samples than expected by chance, and we found that this identification bias skewed towards plant species with higher investment in leaf tissue. We conclude that multiple sample types may be required to fully characterise an invertebrate herbivore species' diet.
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Affiliation(s)
- Warwick J. Allen
- Bio‐Protection Research Centre, School of Biological SciencesUniversity of CanterburyChristchurchNew Zealand
- Present address:
Manaaki Whenua ‐ Landcare Research76 Gerald StreetLincoln7608New Zealand
| | | | - Barbara I. P. Barratt
- AgResearch, Invermay Research CentreMosgielNew Zealand
- Department of BotanyUniversity of OtagoDunedinNew Zealand
| | - Ian A. Dickie
- Bio‐Protection Research Centre, School of Biological SciencesUniversity of CanterburyChristchurchNew Zealand
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Diverse Host Plants of the First Instars of the Invasive Lycorma delicatula: Insights from eDNA Metabarcoding. INSECTS 2022; 13:insects13060534. [PMID: 35735872 PMCID: PMC9225603 DOI: 10.3390/insects13060534] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 06/03/2022] [Accepted: 06/09/2022] [Indexed: 11/17/2022]
Abstract
Identification of host plants of the invasive spotted lanternfly, Lycorma delicatula (Hemiptera: Fulgoridae), has been the focus of many studies. While the adults and late nymphs are relatively easy to observe on plants and to use for molecular gut-content analysis, studying the early instars is more challenging. This study is the continuation of our ongoing efforts to determine the host range for each developmental stage of L. delicatula. In the present study, we focused exclusively on the first nymphal instars, and we used a novel approach, utilizing "bulk" DNA extracts for DNA metabarcoding of nymphal gut contents, to identify all the detectable plants that the nymphs had ingested prior to being collected. We were able to obtain high-quality amplicons (up to 406 bp) of a portion of the rbcL gene and detect 27 unique ingested plant species belonging to 17 families. Both native and introduced plants with the prevalence of trees and grasses were present among the ingested plants. We also identified 13 novel host plants that have not been previously reported for L. delicatula on the U.S. territory. The results from our study have important applications for developing effective programs on early monitoring of invasive L. delicatula.
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Fourie A, Venter SN, Slippers B, Fourie G. A Detection Assay to Identify Alternative Food Sources of the Two-Spotted Stink Bug, Bathycoelia distincta (Hemiptera: Pentatomidae). JOURNAL OF ECONOMIC ENTOMOLOGY 2022; 115:519-525. [PMID: 35028665 DOI: 10.1093/jee/toab256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Indexed: 06/14/2023]
Abstract
The two-spotted stink bug, Bathycoelia distincta Distant (Hemiptera: Pentatomidae), is a serious pest in South African macadamia orchards. This pest is predominantly controlled using insecticides, thus alternative control methods are essential. The stink bugs arrive as adults in the orchards, during the early nut set season, but little is known about their alternative plant hosts before their arrival. The aim of this study was to develop a PCR-based metabarcoding assay to identify plant material in the gut of B. distincta. Thereafter, the persistence of plant DNA in the gut, after switching food sources, was determined by rearing the stink bugs on Zea mays L. (Cyperales: Poaceae), transferring them to Macadamia sp. and then collecting insects at different time points. As a proof of concept, the assay was tested on insects collected from commercial macadamia orchards to determine if it can identify alternative food sources. The chloroplast gene markers, trnL and trnF, were most successful for plant DNA amplification. The time trial suggested that plant material can be detected 24 h after switching to the alternate food source and one of the samples still contained Z. mays DNA after five days. Various plant species were detected from the orchard collected samples, including known food sources of other stink bugs, such as tea plants (Camellia sinensis L. (Ericales:Theaceae)) and sunflowers (Helianthus annuus L. (Asterales: Asteraceae)). This study provides the first indication of potential alternative food sources of B. distincta. The assay developed in this study can now be implemented for large-scale field surveys to contribute to future integrated pest management strategies.
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Affiliation(s)
- Arista Fourie
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Pretoria, South Africa
| | - Stephanus N Venter
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Pretoria, South Africa
| | - Bernard Slippers
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Pretoria, South Africa
| | - Gerda Fourie
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Pretoria, South Africa
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Jia H, Liu Y, Li X, Li H, Pan Y, Hu C, Zhou X, Wyckhuys KAG, Wu K. Windborne migration amplifies insect-mediated pollination services. eLife 2022; 11:76230. [PMID: 35416148 PMCID: PMC9042232 DOI: 10.7554/elife.76230] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 04/11/2022] [Indexed: 11/13/2022] Open
Abstract
Worldwide, hoverflies (Syrphidae: Diptera) provide crucial ecosystem services such as pollination and biological pest control. Although many hoverfly species exhibit migratory behavior, the spatiotemporal facets of these movement dynamics, and their ecosystem services implications are poorly understood. In this study, we use long-term (16-year) trapping records, trajectory analysis, and intrinsic (i.e., isotope, genetic, pollen) markers to describe migration patterns of the hoverfly Episyrphus balteatus in northern China. Our work reveals how E. balteatus migrate northward during spring–summer and exhibits return (long-range) migration during autumn. The extensive genetic mixing and high genetic diversity of E. balteatus populations underscore its adaptive capacity to environmental disturbances, for example, climate change. Pollen markers and molecular gut analysis further illuminate how E. balteatus visits min. 1012 flowering plant species (39 orders) over space and time. By thus delineating E. balteatus transregional movements and pollination networks, we advance our understanding of its migration ecology and facilitate the design of targeted strategies to conserve and enhance its ecosystem services.
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Affiliation(s)
- Huiru Jia
- Chinese Academy of Agricultural Sciences, Beijing, China
| | - Yongqiang Liu
- Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xaiokang Li
- Chinese Academy of Agricultural Sciences, Beijing, China
| | - Hui Li
- Chinese Academy of Agricultural Sciences, Beijing, China
| | - Yunfei Pan
- Chinese Academy of Agricultural Sciences, Beijing, China
| | | | - Xainyong Zhou
- Chinese Academy of Agricultural Sciences, Beijing, China
| | | | - Kongming Wu
- Chinese Academy of Agricultural Sciences, Beijing, China
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Kheirodin A, Sayari M, Schmidt JM. Rapid PCR-based method for herbivore dietary evaluation using plant-specific primers. PLoS One 2021; 16:e0260105. [PMID: 34807917 PMCID: PMC8608344 DOI: 10.1371/journal.pone.0260105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 11/02/2021] [Indexed: 12/01/2022] Open
Abstract
Polyphagous pests cause significant economic loss worldwide through feeding damage on various cash crops. However, their diets in agricultural landscapes remain largely unexplored. Pest dietary evaluation in agricultural fields is a challenging task currently approached through visual observation of plant feeding and microscopic identification of semi-digested plant material in pest’s guts. While molecular gut content analysis using metabarcoding approaches using universal primers (e.g., rbcl and trnL) have been successful in evaluating polyphagous pest diet, this method is relatively costly and time-consuming. Hence, there is a need for a rapid, specific, sensitive, and cost-effective method to screen for crops in the gut of pests. This is the first study to develop plant-specific primers that target various regions of their genomes, designed using a whole plant genome sequence. We selected Verticillium wilt disease resistance protein (VE-1) and pathogenesis related protein-coding genes 1–5 (PR-1-5) as our targets and designed species-specific primers for 14 important crops in the agroecosystems. Using amplicon sizes ranging from 115 to 407 bp, we developed two multiplex primer mixes that can separate nine and five plant species per PCR reaction, respectively. These two designed primer mixes provide a rapid, sensitive and specific route for polyphagous pest dietary evaluation in agroecosystems. This work will enable future research to rapidly expand our knowledge on the diet preference and range of crops that pests consume in various agroecosystems, which will help in the redesign and development of new crop rotation regimes to minimize polyphagous pest pressure and damage on crops.
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Affiliation(s)
- Arash Kheirodin
- Department of Entomology, University of Georgia, Tifton, GA, United States of America
- * E-mail:
| | - Mohammad Sayari
- Department of Plant Science, University of Manitoba, Winnipeg, MB, Canada
| | - Jason M. Schmidt
- Department of Entomology, University of Georgia, Tifton, GA, United States of America
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