Source: UNIV OF MARYLAND submitted to NRP
REVERSE CHEMICAL ECOLOGY TO ATTRACT GREEN LACEWINGS FOR IMPROVED BIOCONTROL EFFICIENCY
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
ACTIVE
Funding Source
Reporting Frequency
Annual
Accession No.
1030604
Grant No.
2023-67012-39890
Cumulative Award Amt.
$224,000.00
Proposal No.
2022-09735
Multistate No.
(N/A)
Project Start Date
May 1, 2023
Project End Date
Apr 30, 2026
Grant Year
2023
Program Code
[A1112]- Pests and Beneficial Species in Agricultural Production Systems
Recipient Organization
UNIV OF MARYLAND
(N/A)
COLLEGE PARK,MD 20742
Performing Department
(N/A)
Non Technical Summary
Green lacewings are important natural enemies of crop pests. These insect predators are released in greenhouses and fields to control agricultural pests including aphids, whiteflies, and scale, among others. Pest management with lacewings is an effective strategy which is thought to be more environmentally sustainable than pesticide use alone. Harnessing the naturally occurring odors produced by lacewings, their host plants, or their prey has the potential to attract and retain green lacewings in and around crops which could improve pest control efficiency and decrease cost. The overall goal of this project is to develop new methods to attract and retain lacewings in crops. To achieve this aim we will collect and identify the odor compounds produced by lacewings that may attract them to crops and characterize genes underlying odor perception in lacewings. We will then use computer-based simulation to predict affinity between odor compounds and odor reception genes in lacewings, an approach that could allow us narrow in the odor compounds most likely to work as attractants. The project builds foundational tools and information about odor production and reception in lacewings which could inform best practices to deploy these beneficial insects to control pests.
Animal Health Component
40%
Research Effort Categories
Basic
50%
Applied
40%
Developmental
10%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
21531101130100%
Goals / Objectives
The long-term goal of this project is to increase the efficacy of green lacewings as biological control agents of agricultural pests by attracting and retaining them in crops. The specific objectives for this project build skills and tools in the chemical ecology in green lacewings while also identifying foundational information about semiochemical reception and production in these insects.1. Identify volatiles produced by Chrysoperla lacewings.Collect and identify volatile compounds produced by North American lacewings to generate a panel of compounds with the potential to attract lacewings.Characterize the extent to which volatile profiles vary by sex, species, and habit preferences.2. Characterize odorant binding proteins (OBPs) of Chrysoperla lacewings.Identify which Chrysoperla OBPs are involved in olfaction by antennal expression analysis.Assemble, annotate, and manually curate Chrysoperla OBPs for future molecular docking studies.Characterize expression and sequence evolution of OBPs in Chrysoperla.3. Apply computational molecular docking with lacewing odorant binding proteins.Test how simulated binding affinities between plant and prey volatiles and Chrysoperla sinica OBP1 compare to binding affinities measured in laboratory assays as a proof of concept for the potential of molecular docking in Chrysoperla.Compare binding affinities to plant and prey volatiles for Chrysoperla sinica and Chrysoperla carnea OBP1 to quantify functional conservation between these closely related species in similar ecological niches.
Project Methods
The major species of Chrysoperla green lacewings associated with crops in North America will be collected along the west coast of the United States. Field-collected individuals will be brought in the laboratory and offspring will be reared from each female. The virgin adult offspring of the field-mated females will be used for volatile and OBP analyses.Objective 1 - Identify volatiles produced by Chrysoperla lacewings.We will collect and identify the volatiles produced by virgin adult male and female lacewings. We will trap volatiles from the headspace of adult lacewings using sorbent material and identify and quantify the volatile compounds using gas chromatography paired to mass spectroscopy (GCMS). Comparing the results of this paired approach with databases of known volatiles should allow identification of collected compounds. We will use these data to generate a list of identified volatile compounds from Chrysoperla lacewings. We will additionally compare the volatile profiles across species to identify potential species-specific compounds or species-specific blend ratios which could be useful in developing targeted attractants.Objective 2 - Characterize odorant binding proteins (OBPs) of Chrysoperla lacewings.Adult male and female lacewings from each species will be dissected. RNA will be extracted from pools of antenna, legs, and bodies. RNA sequencing libraries will be prepared and sequenced. We will compare gene expression across tissues to identify which OBPs have olfactory roles. Then we will compare OBPs expression between species using differential expression analysis and weighted gene correlation network analysis. Finally we will assemble and annotate OBPs involved in olfaction using automated assembly and annotation as a starting point and then manually curating assemblies and annotations.Objective 3 - Apply computational molecular docking with lacewing odorant binding proteinWe will model 3D protein structure using publicly available protein sequence data for Chrysoperla carnea and Chrysoperla sinica OBP1. Laboratory binding affinities of 60 plant and prey volatiles are known for C. sinica OBP1. We will assess computational binding affinities for those same plant and prey volatiles to the modeled C. sinica OBP1 protein structure and assess agreement between molecular docking and laboratory binding studies. We will then expand this approach to include C. carnea and assess how conserved OBP1 binding affinities are to plant and prey volatiles across Chrysoperla species.

Progress 05/01/23 to 12/04/24

Outputs
Target Audience:These activities reached academic and industry scientific communities and members of the public. Changes/Problems:Onesignificant changeis the transition of the PD from a postdoctoral positionto a tenure track faculty position. The last date of work on this project by the PD as a postdoctoral researcher at UMD was 8/29/24. As that date is only one month after the submission of the last annual report, much of the progress reported in this 'final report'was also reported in the annual report. The PD intends to continue work on this research project in her new research lab. What opportunities for training and professional development has the project provided?An undergraduate student from a historically underrepresented group was recruited for a summer research experience in the agricultural sciences. The student was provided career and research mentorship. The student completed an independent research project and developed skills in bioinformatics and genetic analysis. The student has produced a scientific poster related to the goals in this proposal, which will be presented at a scientific meeting next year. The career development objectives of this grant for the PD have been met. Over the last year the PD developed materials for the academic job market, and applied, interviewed, and accepted a tenure track faculty position with teaching and research components. She has now begun establishing her research lab at Hofstra University. The PD also developed new skills in chemical ecology including insect headspace capture and analysis and the identification and curation of gene sequences important to insect olfaction. She has also developed as a mentor and teacherthrough the recruitment and training of an undergraduate mentee. She developed skills in teaching big data science by completing a week-long instructor training program through the data/software carpentry program and learned about current best practices in undergraduate teaching by attending the Innovations in Teaching and Learning Conference at UMD. How have the results been disseminated to communities of interest?The PD attended andpresented at the national meeting of the Entomological Society of America. She shared her work in both an oral and poster presentation and discussedthis project with multiple scientists from across the US. She also will share her work at two additionalconferences in the next year. The PD also engaged with the public on the topic of entomology by participating in the Maryland Day outreach activities about insects. She also assisted with the production of an educational video from PBS digital studios about lacewing biology. What do you plan to do during the next reporting period to accomplish the goals?In the analysis of data gathered for objective 1, we identified some potential contaminant compounds. We have a new protocol to better remove potential contaminants which we plan to use during a second round of data collection during the next reporting period. That new analysis should produce quality data and more replicates to expand and strengthen the work related to objective 1. To expand our characterization of lacewing odorant binding protein sequences to moreChrysoperlaspecies (objective 2) we will sequence and analyze genetic data from samples collected this year. To follow up on our results from objective 3, we plan to measure binding affinity of the volatiles we collected in lacewing headspace to the identified lacewing OBP sequences.

Impacts
What was accomplished under these goals? We have characterized thevolatiles produced bylacewings in the genus Chrysoperla. We collected andidentified headspace volatile compounds from multiple species and both sexes (Objective 1.1). By analyzing multiple species and sexes we have started to characterize the extent to which volatile profiles vary by sex and species (Objective 1.2). From this analysis we were able toidentifypromising candidate compounds, which were not previously known to be involved in lacewing chemosensation. These candidate compoundsare present in the headspace of lacewings and similar to known pheromones in other insect species. Wealso identified other compounds in the headspace with unknown function, which might be revealed byfurther study. We then expanded upon the findingsfrom the analyses in Objective 1.We validatedthe relevance of the identified compounds using behavioral analysis. With a y-tube assay we compared thevolatile profile produced by a male or female lacewing to a blank negative control, and showed that conspecifics move more often towards the odor of a lacewing. This result suggests that the volatilesidentified for objective 1 are biologically relevant. We have started to characterize the diversity of OBP inChrysoperlausing publicly available data. In this analysis we were able to characterize the evolution and diversity of the odorant binding proteins offour Chrysoperla species(Objective 2.2). We have manually curated this dataset to confirm gene model quality and identifiedlikely OBPs missed by automated annotation. For thesespecies we have characterized the number, genomic positions, and evolutionary trajectory of OBPs in lacewings (Objective 2.3). We also collected samples from additional species which have been preserved for sequencing oncethe grant is transferred to the new institution of the PD(Objective 2.1). We have also tested how simulated bindingaffinitiescompareto known bindingaffinitiesfrom the published literature (3.1).In our analysis the volatiles that truly bind to OBP1 had higher binding affinity using our computational approach, which is encouraging proof of concept for the potential of molecular docking. However, in our analysis the volatiles that previous studies showed did not bind to OBP1 had a range of binding affinities, some high some low. These results suggest that this approach is not a silver bullet and is likely to yield both true and false positives.

Publications


    Progress 05/01/23 to 04/30/24

    Outputs
    Target Audience:Activities reached academic and industry scientific communities and members of the public. Changes/Problems:Originally, we planned to send our samples out for headspace analysis (objective 1), but an opportunity arose through collaboration to use a state-of-the-art GCMS for only the cost of supplies. This alternative analysis route gave the PD the opportunity to learn about and be involved in all stages of data collection. This also significantly decreased the cost per sample. What opportunities for training and professional development has the project provided?An undergraduate student from a historically underrepresented group was recruited for a summer research experience in the agricultural sciences. The student was provided career and research mentorship. The student completed an independent research project and developed skills in bioinformatics and genetic analysis. The student has produced a scientific poster related to the goals of this project, which will be presented at a scientific meeting in the next year. The career development objectives of this grant for the PD have been met. Over the last year the PD developed materials for the academic job market, and applied, interviewed, and accepted a tenure track faculty position with teaching and research components. The PD also developed new skills in chemical ecology including insect headspace capture and analysis and the identification and curation of gene sequences important to insect olfaction. She has also developed as a mentor and teacher through the recruitment and training of an undergraduate mentee. She developed skills in teaching big data science by completing a week-long instructor training program through the data/software carpentry program and learned about current best practices in undergraduate teaching by attending an innovations in teaching and learning conference. How have the results been disseminated to communities of interest?The PD attended and presented at the national meeting of the Entomological Society of America. She shared her work in both an oral and poster presentation and discussedthis project with multiple scientists from across the US. The PD also engaged with the public on the topic of entomology by participating in the Maryland Day outreach activities about insects. What do you plan to do during the next reporting period to accomplish the goals?In the analysis of data gathered for objective 1, we identified some potential contaminant compounds. We have a new protocol to better remove potential contaminants which we plan to use during a second round of data collection during the next reporting period. That new analysis should produce quality data and more replicates to expand and strengthen the work related to objective 1. To expand our characterization of lacewing odorant binding protein sequences to more Chrysoperla species (objective 2) we will sequence and analyze genetic data from the samples collected this year. To follow up on our results from objective 3, we plan to measure binding affinity of the volatiles we collected in lacewing headspace to the identified lacewing OBP sequences.

    Impacts
    What was accomplished under these goals? We identified volatiles produced by Chrysoperla lacewings by collecting and identifying headspace volatile compounds from multiple species and both sexes (Objective 1.1). By analyzing multiple species and sexes we have started to characterize the extent to which volatile profiles vary by sex and species (Objective 1.2). We have already identified promising candidate compounds, which have not previously been reported to be involved in lacewing chemosensation. These candidates are present in the headspace of lacewings and similar to known pheromones in other insect species. We additionally identified other compounds in the headspace with unknow function which further study may reveal.To improve impact of the publication resulting from the analyses for Objective 1, we also sought to validate the relevance of the identified compounds using behavioral analysis. Using a y-tube assay we compared the full volatile profile produced by a male or female lacewing to a blank negative control, and showed that conspecifics move more often towards the odor of a lacewing. This result suggests that the volatile profiles identified for objective 1 are biologically relevant. We have started to characterize the diversity of OBP in Chrysoperla using publicly available data. In this preliminary analysis we were able to characterize the evolution and diversity of the odorant binding proteins offour Chrysoperla species (Objective 2.2). We have manually curated this dataset to confirm gene model quality and identifiedlikely OBPs missed by automated annotation. For these species we have characterized the number, genomic positions, and evolutionary trajectory of OBPs in lacewings (Objective 2.3). We collected samples from additional species which have been preserved for OBPanalysis in the next reporting period(Objective 2.1). We have also tested how simulated bindingaffinitiescompareto known bindingaffinitiesfrom the published literature (3.1). In our analysis the volatiles that truly bind to OBP1 had higher binding affinity using this computational approach, which is encouraging proof of concept for the potential of molecular docking. However, in our analysis the volatiles that previous studies showed did not bind to OBP1 had a range of binding affinities, some high some low. These results suggest that this approach is not a silver bullet and is likely to yield both true and false positives.

    Publications