Progress 08/01/23 to 07/31/24
Outputs Target Audience:Collaborations have been developed with Entomologists and chemical ecologists. We are also working with crop extension specialists to test breeding lines and hybrids in a field setting. Changes/Problems:First, please note that this project now ends on July 31, 2025 and not July 31, 2024 because a No Cost Extension was approved. The REEPort portal is not showing the corrrect end date. This project started in August 2020. Because of COVID-19, there were delays in initiation and implementation of project goals. As such we do not anticipate any major changes. However, COVID-19 related delays might lead to request for a second NO Cost Extension in 2025. We will submit a second no cost extensionbefore the project end date of July 31, 2025. What opportunities for training and professional development has the project provided?One graduate studentcompleted hisMS thesis and graduated in May 2024. The student also travelled to ICRISAT, India to receive trainng for rearing fall armyworm and performing choice tests using sorghum accessions for their volatiles. Two undergraduate students participated inlab and field based biochemical and breeding methods respectivelly. Graduate and Undergraduate studentspresented their research findings as posters during scientific meetings One post-doctoral fellow was involved in the project and helearned and analyzed the metagenomics sequence data. How have the results been disseminated to communities of interest?Presentations at the scientific meetings as well field based demonstrations were performed. What do you plan to do during the next reporting period to accomplish the goals?We are continuingwith the next goals: 1. Of performing proteomics analysis as outlinesd in the proposal objectives. 2. To perform 16S bacterial sequncing to identify significant differences in bacterial populations associated with different phyllospheres.
Impacts What was accomplished under these goals?
1.Flavonoid mediated suppression of microbes from oral secretions and midgut To identify the effects of a flavonoid-rich diet on culturable microbial populations, we collected regurgitant and midguts of fall armyworm larvae fed on the detached leaves of flavonoid producer and non-flavonoid producer genotypes. Dilutions of regurgitate and midgut bolus were cultured on yeast-tryptone (YT) agar media. Individual colonies were isolated using an SMZ1000 Zoom stereomicroscope (Nikon, Minato City, Tokyo, Japan) and identified by MALDI-TOF mass spectrometry. Most of the identified microorganisms such as Serratia fonticola and Serratia marcescens, Staphylococcus hominis, Stenotrophomonas maltophilia, and Pseudomonas marginalis were common, plant or insect associated bacteria that can also be opportunistic. However, the larvae fed on the flavonoid producers showed several unique bacteria. Presence of certain species suggests that flavonoids in the maize leaves are triggering the abundance of bacterial species. This could promote competition with other beneficial species that are crucial in insect nutrition, and render them outcompeted or unable to survive in the flavonoid-rich gut environment. Currently, we are performing metagenomics to identify bacyerial anundances associated with leves of near isogenic lines differeng in their flavonoid synthesis. 2. Flavonoid mediated detoxification of any specific salivary proteins/enzymes. We performed larval feeding experiment using detached leaves to collect samples for proteomic study. Larvae were fed B73 leaf until they reached 3rd instar. Sixty larvae were reared for each of four treatments (total 240 larvae in individual portion cups). Based on uniform growth 30 larvae were selected per treatment from our treatments. Significant differences in body weight and mortality were recorded. Based on the results, we collected larval midgut and regurgitate stored at -80 oC for further use. Regurgitate was collected before feeding and 48 hours after feeding. Currently, we are performing protein extraction, quantification, and sample preparation for mass spectrometry.
Publications
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2024
Citation:
Colvin, C., Gil-Polo, M., Chatterjee, D., and Chopra, S. 2024. Beyond Pigments: A Microbial Tale of Flavonoid-Induced Phyllosphere Changes in Maize. Presented at the 2nd Biennial One Health Microbiome Symposium, May 30th and 31st, 2024, Penn State University. University Park, PA
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2024
Citation:
Colvin, C., Chatterjee, D., and Chopra, S. 2024. From Metabolites to Microbes: Paving the Way for Sustainable Maize Crop Improvement. Presented at the Penn State Undergraduate Exhibition, April 17th, 2024, Penn State University. University Park, PA
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2023
Citation:
Colvin, C., Chatterjee, D., and Chopra, S. 2023. Sugar to pigments: Deciphering sugar, reactive oxygen species, and flavonoid crosstalk using maize unstable factor for orange1. April 10, 2023. Presented at the 25th Environmental Chemistry and Microbiology Student Symposium, April 14th and 15th, 2023, Penn State University. University Park, PA
- Type:
Theses/Dissertations
Status:
Published
Year Published:
2024
Citation:
Panek B. 2024. Anti-Herbivory For Fall Armyworm And Corn Earworm Management. MS thesis. The Pennsylvania State University.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2024
Citation:
Panek, B., Chatterjee, D., Peiffer, M., Felton, G., Chopra, S. 2024.
Flavonoid expressing maize anti-herbivory for fall armyworm and corn earworm Management. Presented at the 39th Annual Graduate Exposition, March 22nd, 2024. The Pennsylvania State University.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2024
Citation:
Loudy, Q., Lesko, T., and Chopra, S. 2024. Exploring the genetic basis of flavonoid accumulation in young maize leaves: Implications for fall armyworm resistance. Presented at the 39th Annual Graduate Exposition, March 22nd, 2024. The Pennsylvania State University.
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Progress 08/01/22 to 07/31/23
Outputs Target Audience:1. Industry researchers 2. University researchers and extension specialist 3. Undergraduate students Changes/Problems:This project started in August 2020. Because of COVID-19, there were delays in initiation and implementation of project goals. As such we do not anticipate any major changes. However, COVID-19 related delays might lead to request for a NO Cost Extension in 2024 before the project end date. What opportunities for training and professional development has the project provided?One graduate student completed his MS thesis and graduated in May 2023. Two undergraduate students participated in learning lab and field based biochemical and breeding methods respectivelly. One post-doctoral fellow learned and performed identification of gut leakage assays. How have the results been disseminated to communities of interest?Presentations via research posters and oral talks. What do you plan to do during the next reporting period to accomplish the goals?To determine insect gut associated microbes before feeding and how larval feeding changes the leaf-associated microbes, we plan to do Sanger sequencing of the 16s rRNA. A260/A280 ratios and concentrations of samples was determined using a NanoDrop™ Lite Spectrophotometer. Samples that had acceptable A260/280 and DNA concentration lower than 200ng/uL will be placed in a speed vac to increase concentration for sequencing. Currently, we are optimizing this procedure to have the extracted DNA analyzed by an Illumina Miseq.
Impacts What was accomplished under these goals?
Research into sorghum and maize flavonoids, 3-deoxyanthocyanidins (3-DAs) compounds has shown them to possess pesticidal properties on a wide range of pests. Extraction of 3-DAs from flavonoid-rich sorghum material showed presence of several chemical species, namely apigeninidin and luteolinidin, along with several derivatives. We identified 3-DAs present in a sorghum extract produced through boiling in an acidic medium and a liquid-liquid extraction with the organic solvent isoamyl alcohol. The 3-DAs apigeninidin and luteolinidin were identified, along with several possible methylated derivatives of both. We also explored how the polarity and water content of solvents may affect the extraction of flavonoids from the same sorghum tissue.A 75% concentration of acidified ethanol or acetone in water yielded greater concentrations of 3-DAs and anthocyanins compared with our isoamyl alcohol method. We will be testing these compounds in vivo and in vitro against fall armyworm (Spodoptera frugiperda).
Publications
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2020
Citation:
Chatterjee, D., Lesko, T., Peiffer, M., Dixon, C., Elango, D., Gafoor, I., Felton, G., Chopra, S. 2020. Increased expression of antifungal and insecticidal flavonoid phytoalexins in specialty maize lines. 62nd Maize Genetics Conference, Virtual. June 25 26.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2022
Citation:
Panek, B., Lesko, T., Chopra, S. 2022. Breeding Flavonoid Expressing Maize Hybrids for Resistance to Fall Armyworm. Presented at the IPM strategies for FAW management 2022 Venue: Virtual, Zambia. 21-23 September.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2022
Citation:
Chatterjee, D., Lesko, T., Peiffer, M., Elango, D., Beuzelin, J., Felton, G., Chopra, S. 2022. Sorghum and maize flavonoids are detrimental to the survival of fall armyworm larvae. IPM Approaches Plenary Session: Breeding for FAW resistance and tolerance. Presented at the IPM strategies for FAW management 2022 Venue: Virtual, Zambia. 21-23 September.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2023
Citation:
Lesko, T., Chatterjee, D., Peiffer, M., Felton, G., Chopra, S. 2023. Insecticidal 3-deoxyanthocyanidin flavonoids from maize and sorghum to manage fall armyworm. Presented at The 65th Annual Maize Genetics Conference. March 16-19., 2023. St. Louis, Missouri.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2023
Citation:
Panek, B., Lesko, T., Beuzelin, J., Peiffer, M., Felton, G., Chopra, S. 2023. Evaluation of hybrid maize expressing flavonoids for fall armyworm control. Presented at The 65th Annual Maize Genetics Conference. March 16-19., 2023. St. Louis, Missouri.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2023
Citation:
Lesko, T., Chatterjee, D., Peiffer, M., Felton, G., Chopra, S. 2023. Insecticidal 3-deoxyanthocyanidin Flavonoids from Maize and Sorghum to Manage Fall armyworm. Presented at the Gamma Sigma Delta Expo, March 30, 2023, Penn State University.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2023
Citation:
Showalter, L., Lesko., T., Panek, B., Chopra, S. 2023. Breeding Hybrid Maize for Endogenous Flavonoid Expression to Improve Fall armyworm Resistance. Presented at the Gamma Sigma Delta Expo, March 30, 2023, Penn State University.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2023
Citation:
Panek, B., Lesko, T., Beuzelin, J., Peiffer, M., Felton, G., Chopra, S. 2023. Evaluation of hybrid maize expressing flavonoids for fall armyworm control. Presented at the Gamma Sigma Delta Expo, March 30, 2023, Penn State University.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2023
Citation:
Chatterjee, D., Chopra, S. 2023. Understanding spatiotemporal regulation of basal endosperm differentiation in maize. In ASPB Mid-Atlantic Section symposium University of Maryland, May 24
- Type:
Theses/Dissertations
Status:
Published
Year Published:
2023
Citation:
Effectiveness of Sorghum and Maize Flavonoids Against Pests. Master of Science thesis in Agricultural and Environmental Plant Science. February 2023. Penn State University, University Park, PA. https://etda.libraries.psu.edu/catalog/29553tkl5215
- Type:
Journal Articles
Status:
Published
Year Published:
2022
Citation:
Cueva S, Wasson D, Martins L, Stepanchenko N, Chatterjee D, Lesko T, Chopra S, Hristov A. 2022. Effects of corn hybrids differing in flavonoid content on rumen fermentation and enteric methane emission in vitro. Journal of Dairy Science 105: 308
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Progress 08/01/21 to 07/31/22
Outputs Target Audience:1. Graduate and undergraduate students gained an understanding of flavonoids and their role in insect defense pathways. 2. Growers and corn producers were consulted to understand the fall armyworm insect pressure. 3. Collaborated with entomologists and a soil microbiologist for the identification insect and plant associated microbes. Changes/Problems:Since March 2020, COVID-19 related restrictions have slowed down certain aspects of laboratory research. These restrictions have caused delays including obtaining supplies from vendors. We may request for no cost extension in the future. What opportunities for training and professional development has the project provided?Students, post-doctoral, and technical researchers pparticiated and learned laboratory and field based techniques. How have the results been disseminated to communities of interest?Researchers exchanged experiemntal results, wrote manuscript, and published research paper in peer reviewed journals. What do you plan to do during the next reporting period to accomplish the goals?Research is being performed to accomplish aspects of goals 2 and 3.
Impacts What was accomplished under these goals?
Accomplishments are presented under each project goals: 1. Characterize the role of flavonoids in host plant defense against FAW. We have now demonstrated that sorghum and maize flavonoids affect survival of FAW larvae. Larvae reared on an artificial diet supplemented with sorghum flavonoids showed significant mortality and decreased body weight. When sprayed on leaves of susceptible maize lines, flavonoid extract effectively reduced growth and increased mortality of FAW larvae. Extracts were obtained from the high flavonoid containing biomass comprising dried leaf tissue from a sorghum line. 3-DAs were extractedby the addition of an equal volume of 2 N HCl and boiling for one hour. After cooling, the solution was centrifuged at 20,000 xg for 15 min, and the supernatant was collected. An organic extraction with an equal volume of isoamyl alcohol (IAA) was performed twice on the supernatant. Aliquots of extracted 3-DAs were routinely checked using HPLC as explained and presented previously (Kariyat et al. 2019). Purified commercial standards of luteolinidin and apigeninidin were used to measure the concentration of the 3-DA extracts using a UVmini-1240 UV-VIS spectrophotometerat 480 nm. We performed diet assays to test the effectiveness of flavonoids extracted from sorghum leaves. Neonates were fed artificial diet supplemented with 3-DA extract. After nine days of feeding, the average body weight for the control group was 4.22 (± 0.435) mg with a 9% mortality. The lowest two concentrations tested, 0.02 μg/ml and 0.14 μg/ml, showed similar average weights to the control at 3.87 (± 0.544) mg and 4.60 (± 0.762) mg with similar mortality rates of 8% and 9% respectively (F = 6.06; df (treatment) = 5; df (error) = 453; P < 0.001). Average body weight declined to 2.31(± 0.288) mg at 1 μg/ml, 1.72 (± 0.216) mg at 2 μg/ml and 0.48 mg at 10 μg/ml concentration. Mortality slightly increased to 11% at 1 μg/ml and 15% at 2 μg/ml, while the 10 μg/ml concentration showed an 88% mortality, and 20 μg/ml concentration killed all neonates feeding on the diet. 2. Confirm the role of flavonoids in FAW growth and mortality. Weinvestigated the larval mortality when reared on maize lines overproducing flavonoids compared to their near-isogenic wild type lines. The detached leaf assays showed significantly high mortality of larvae that were fed on flavonoid producer lines compared to wild type.The peritrophic membrane that protects the midgut was severely damaged in larvae fed on leaves of flavonoid producer lines compared to wild type. The effectiveness of the flavonoids as feeding-deterrents by endogenous expression and exogenous application demonstrates the eco-friendly potential for the management of FAW larvae. 3. Determine microbial diversity associated with maize host plants and their pests. To determine leaf-associated microbes before feeding and how larval feeding changes the leaf-associated microbes, Sanger sequencing of the 16s rRNA gene will beused. DNA was extracted fromleaves using the Quick-DNA™ Fecal/Soil Microbe Microprep Kit. Briefly. Further cloning and sequencing will be performed.
Publications
- Type:
Journal Articles
Status:
Published
Year Published:
2022
Citation:
Chatterjee, Debamalya, Tyler Lesko, Michelle Peiffer, Dinakaran Elango, Julien Beuzelin, Gary W. Felton, and Surinder Chopra. "Sorghum and maize flavonoids are detrimental to growth and survival of fall armyworm Spodoptera frugiperda." Journal of Pest Science (2022): 1-17.
- Type:
Journal Articles
Status:
Awaiting Publication
Year Published:
2022
Citation:
Elango, D., Wang, X., Bhatnagar, R.S., Tan, Q., Gaffoor, I., Hu, Z., Xue, W., Roth, G.W., Morris, G.P., Reddivari, L. and Chopra, S., Association genetics of early season cold and late season frost tolerance in Sorghum bicolor. Crop Science.
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Progress 08/01/20 to 07/31/21
Outputs Target Audience:1. Graduate and undergraduate students gained an understanding of flavonoids and their role in insect defense pathways. 2. Growers and corn producers were consulted to understand the fall armyworm insect pressure.? Changes/Problems:There are no major changes in the project. However, the pace of the project has been slowed down because of restrictions imposed during COVID-19 and some of these restrictions (especially indoors) are continuing. We will revisit the progress in the coming years to evaluate and may request a couple of years' no-cost extensions. What opportunities for training and professional development has the project provided?During 2020 and till today COVID-19 has hampered professional activities to a greater extentent. However, students were encouraged to attend the following online activities as well as Zoom meetings with professionals and mentors. 1. One graduate and one undergraduate student attended Zoom meetings organized by faculty to disseminate knowledge around plant breeding and entomological techniques. 2. Both the students attended online workshops to learn microscopytechniques. 3. Students attend regular weekly laboratory meetings and mentorship sessions organized by project faculty participants. 4. Students were provided laboratory, greenhouse, and field-based training to handle plants and insects for performing feeding assays, flavonoid extractions, and quantifications. How have the results been disseminated to communities of interest?Results obtained so far were presented at the maize genetic 2021 conference (online). See publications for details of this presentation. What do you plan to do during the next reporting period to accomplish the goals?We will be working towards accomplishing the goals of the project by performing experiments for objective 2:Confirm the role of flavonoids in FAW growth and mortality. We plan to perform the following sets of experiments:? i. Flavan-4-ols, and Total Phenolics Quantification. ii.Peritrophic Matrix (PM) Sample Collection and Scanning Electron Microscopy. iii. Testing of Flavonoids-Rich Extract for Exogenous Application.
Impacts What was accomplished under these goals?
During this reporting, period the following objectivewas investigated: 1. Characterize the role of flavonoids in host plant defense against FAW. Plant Material:Two groups of flavonoid-producing maize Near-isogenic lines (NILs) were selected for this study. The first group consisted of transgenic and transgene negative segregant, near-isogenic lines. The second group consisted of NILs of maize mutants.TheseNILs induce overaccumulation of flavonoid compounds. These two sets of maize NILs were grown at The Pennsylvania State University Agronomy farm at Russell E. Larson Agricultural Research Center, Rock Springs, PA, USA. Seeds were sown during the second week of May when the soil temperatures have reached 60oC or higher. Young plants at the V6-V7 stage were used for detached leaf-feeding assays as well as extraction of plant flavonoids. Plants showing any sign of substantial insect feeding damage were excluded from sampling. Plants of the inbred line B73 were grown in the Plant Science Department greenhouse at The Pennsylvania State University, PA, USA. Insects. FAW eggs were obtained from Benzon Research Inc (Carlisle, PA, USA). A paper towel with egg masses was cut into small pieces and kept in perforated plastic containers covered with a layer of stretched Parafilm (Parafilm "M"; American National Can, Greenwich, CT, USA) at ~29°C for ~48-72 h for hatching. Upon hatching, neonates were individually transferred to 30-ml plastic portion cups containing a food source. Results obtained from these bioassays were very encouraging. We are further repeating them to confirm the role of flavonoids in causing mortality of caterpillars of fall armyworm.
Publications
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2020
Citation:
Chatterjee, Debamalya; Lesko, Tyler; Peiffer, Michelle; Dixon, Cullen; Elango, Dinakaran; Gafoor, Iffa; Felton, Gary W; Chopra, Surinder. Increased expression of antifungal and insecticidal flavonoid phytoalexins in specialty maize lines. Maize Genetics Conference 2020. Held via Zoom.
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