Progress 04/01/24 to 03/31/25
Outputs Target Audience:The primary target audiences of this study are researchers interested in RNA interference (RNAi), insect molecular biology, and insect pest management. Because RNAi has been shown to have its great potential for pest management, industries and pesticide regulatory agencies involved in pest management may also be interested in our findings. Changes/Problems:Our research progress has been delayed due to challenges in hiring a highly qualified postdoctoral fellow for the project. We initially identified and extended offers to two well-trained recent Ph.D. graduates in the U.S. at different times, but both ultimately declined due to other employment opportunities. Subsequently, we offered the position to an international researcher, one of our top three candidates with extensive experience in relevant research areas. Unfortunately, there has been a significant delay in the visa process. If the researcher is ultimately unable to join the project, we will initiate a new recruitment process. We remain committed to catching up on the research timeline and plan to request a one-year no-cost extension during the third year of the project. What opportunities for training and professional development has the project provided?This project supported the training of one Ph.D. graduate student and one undergraduate research assistant during its second year. The graduate student made excellent progress in her Ph.D. program and successfully presented her dissertation research proposal seminar in the department. She was awarded the 2025 Lambley Family Scholarship by the Department of Entomology at K-State. In addition, she was selected as a 2024 ESA Science Policy Fellow, a prestigious two-year program that trains entomologists in policy advocacy. In Spring 2025, she had the opportunity to meet with Congressional offices on Capitol Hill, as well as representatives from federal agencies and non-governmental organizations, to discuss her research. The undergraduate research assistant involved in the project received the 2025 Most Promising Student Award from the Division of Biology at K-State. How have the results been disseminated to communities of interest?Relevant research findings were disseminated to scientific communities through oral and poster presentations at international, national, and regional conferences. Notably, results from this project were presented at the national meeting of the Entomological Society of America, held November 10-13, 2024. What do you plan to do during the next reporting period to accomplish the goals?Due to delays in recruiting a highly qualified postdoctoral fellow for the project, we will be working diligently to catch up on our research progress. Our efforts will focus on optimizing RNAi bioassay techniques, including the selection of HRP sequences and dosages, to enhance RNAi efficiency in diamondback moth larvae. We will profile siRNA populations in two insect species, the red flour beetle and the diamondback moth, by incubating species-specific long dsRNA targeting the chitinase 10 gene with gut tissues from each species. The resulting siRNAs will be sequenced and mapped to the corresponding long dsRNA to identify the most abundant siRNA sequences. We will then design and synthesize species-specific siRNAs and HRPs, incorporate them into LDH nanoparticles, and perform RNAi bioassays via oral delivery for each insect species.
Impacts What was accomplished under these goals?
We optimized a protocol to generate hairpin RNA polymer (HRP) targeting the chitin synthase 1 gene (CHS1), which plays a key role in the chitin biosynthetic pathway, in the diamondback moth, using a rolling circle transcription (RCT) platform. The optimized protocol simplifies the experimental procedure and yields more consistent HRP production. The resulting HRP ranged in size from <100 to 300 nucleotides, smaller than expected. This discrepancy may be due to the hairpin structure, which likely causes faster migration than linear RNA of the same length on agarose gels. These findings may also indicate that RCT synthesis inherently limits the length of HRP that can be generated. We evaluated galactochitosan as a potential nanocarrier for delivering CHS1 HRP. Galactochitosan is a chemically modified chitosan polymer synthesized by our research collaborators in the Department of Chemistry at our university and has been successfully used to deliver double-stranded RNA (dsRNA) to adult western corn rootworms via feeding. However, in this study, no visible nanoparticles were produced when galactochitosan and CHS1 HRP were combined using our previously established protocol for dsRNA. While the exact reason remains unclear, this outcome is likely due to an unsuitable ratio between galactochitosan and HRP, as the binding capacity of galactochitosan to HRP may differ from that to dsRNA. Further investigation is needed to identify the optimal ratio and enable the use of galactochitosan as a nanocarrier for HRP delivery. To explore more advanced nanocarriers for HRP delivery in insects, we adapted and optimized a protocol for synthesizing layered double hydroxide (LDH) nanosheets as an alternative delivery system. LDH nanosheets are positively charged, two-dimensional nanomaterials that serve as effective carriers for delivering dsRNA. Their layered structure allows for the intercalation or surface adsorption of negatively charged dsRNA molecules, protecting them from degradation and enhancing their cellular uptake. LDH was synthesized using magnesium nitrate and aluminum nitrate solutions in a Teflon-lined reaction chamber at 100?°C overnight. The resulting LDH slurry was washed with deionized water and resuspended in deionized water using ultrasonication. To determine the optimal HRP-to-LDH ratio, we tested 10 different LDH:HRP ratios (from 1:1 to 1:10) by incubating the mixtures at 37?°C for 1 hour, followed by evaluation of unbound HRP. Our results identified 1:8 as the optimal LDH:HRP ratio, at which 92.2% of HRP was incorporated into LDH, demonstrating the high binding capacity of LDH for HRP. This ratio now serves as a guideline for the efficient generation of HRP/LDH nanoparticles for this project. Degradation of interfering RNA in the insect gut following oral delivery or in the hemolymph following injection is one of the major factors contributing to low RNAi efficiency in insects, particularly in lepidopterans. To assess whether LDH can protect HRP and dsRNA from degradation in insect tissues, we compared the stability of naked HRP and dsRNA versus their LDH-incorporated forms after 24-hour incubations with hemolymph and midgut solutions dissected from fourth-instar diamondback moth larvae. Both naked HRP and dsRNA were degraded under these conditions, while their LDH-bound counterparts remained intact. These results indicate that LDH can effectively protect interfering RNA from degradation in the insect hemolymph and midgut. We further conducted feeding-based bioassays using cabbage leaf discs treated with either naked CHS1 HRP or CHS1 HRP/LDH nanoparticles to target CHS1 in third-instar larvae of the diamondback moth under laboratory conditions. Although the differences were not statistically significant, a clear trend of increased larval mortality was observed in all CHS1 HRP/LDH-treated groups. Specifically, larvae that were fed CHS1 HRP/LDH nanoparticles showed a 16.7% increase in mortality compared to those fed GFP HRP/LDH control nanoparticles. Similarly, larvae fed cabbage leaf discs treated with IAP1 HRP/LDH nanoparticles, targeting the inhibitor of apoptosis 1 gene (IAP1) involved in apoptosis regulation, exhibited a 20% increase in mortality relative to the control group. These promising findings support further optimization of RNAi bioassay techniques, including the selection of HRP sequences and dosages, to enhance RNAi efficiency in diamondback moth larvae.
Publications
- Type:
Peer Reviewed Journal Articles
Status:
Accepted
Year Published:
2025
Citation:
Liu Y., Zhang J., Li S., Chai L., Chang B. H., Malak M., Wakil A. E., Moussian B., Zhao Z., Zeng Z., Zhu K. Y., Zhang J. 2025. Chitosan nanoparticle-mediated delivery of dsRNA for enhancing RNAi efficiency in Locusta migratoria. Pest Manag. Sci. (in press, https://doi.org/10.1002/ps.8880).
- Type:
Peer Reviewed Journal Articles
Status:
Published
Year Published:
2025
Citation:
Kong L., Shen W., Zhang S., Wang X., Xu J., Yuan X., Xu Z., Zhu K. Y. 2025. Development and evaluation of RNA microsphere-based RNAi approaches for managing the striped flea beetle (Phyllotreta striolata), a globally destructive pest of Cruciferae crops. Pest Manag. Sci. 81: 1529-1538 (https://doi.org/10.1002/ps.8557).
- Type:
Peer Reviewed Journal Articles
Status:
Published
Year Published:
2025
Citation:
Soumaila Issa M., Johnson R., Park Y., Zhu K. Y. 2024. Functional roles of five cytochrome P450 transcripts in the susceptibility of the yellow fever mosquito to pyrethroids revealed by RNAi coupled with insecticide bioassay. Arch. Insect Biochem. Physiol. 117: e70013 (https://doi.org/10.1002/arch.70013).
- Type:
Book Chapters
Status:
Published
Year Published:
2025
Citation:
Liu W., Liu X., Zhao X., Zhu K. Y., Zhang J. 2025. RNAi in the migratory locust: Functional studies of the genes in the formation and development of cuticle. In: Smagghe G., Palli S. R. and Swevers L. [eds.], RNA interference in Agriculture: Basic Science to Applications, pp. 249-268. Springer Nature, Switzerland AG (ISBN: 978-3-031-81548-5)
- Type:
Book Chapters
Status:
Published
Year Published:
2025
Citation:
Wang Y., Zhang J., Song H., Shi X., Zhu K. Y., Zhang J. 2025. The migratory locust as a model for studying the mechanisms of RNAi. In: Smagghe G., Palli S. R. and Swevers L. [eds.], RNA interference in Agriculture: Basic Science to Applications, pp. 303-319. Springer Nature, Switzerland AG (ISBN: 978-3-031-81548-5, https://doi.org/10.1007/978-3-031-81549-2).
- Type:
Book Chapters
Status:
Published
Year Published:
2025
Citation:
Cooper A. M. W., Silver K., Zhu K. Y. 2024. Chapter 17: RNA interference. pp. 163-175. In: Liu D. [ed.], Handbook of Molecular Biotechnology. CRC Press, Boca Raton, FL, USA. (ISBN: 9780367517878, https://doi.org/10.1201/9781003055211).
- Type:
Conference Papers and Presentations
Status:
Other
Year Published:
2025
Citation:
Maille J., Reed J., Morrison W., Sixbury N., Rust W., Kessler-Mathieu M., Brabec D., Zhu K. Y., Scully E., Indian meal moth flight activity in response to food and pheromonal cues. Student 10-Min Paper Competition presented by JM at the 2025 North Central Branch Meeting, Lincoln, NE. April 12-16, 2025.
Quellhorst H., Sakka M., Baliota G., Athanassiou C., Zhu K. Y., Morrison W., Amorphous silica dust for use against Sitophilus granarius and Rhyzopertha dominica after harvest. Ten-Min Paper presented by HQ at the 2025 North Central Branch Meeting, Lincoln, NE. April 12-16, 2025.
Gerken A., Juan R. S., Maille J., Scully E., Zhu K. Y., Abshire J., Morrison W., Using AI detection for better monitoring of stored product insect pests. Symposium Presentation by AG at the 2025 North Central Branch Meeting, Lincoln, NE. April 12-16, 2025 (INVITED).
Boddepalli A., Zhu K. Y., McKay T., Starkus L., Scheff D., Efficacy of contact insecticides applied to wood and metal surfaces for controlling stored product insects in shipping containers. Student Poster Competition presented by AB at the 2025 North Central Branch Meeting, Lincoln, NE. April 12-16, 2025.
Singh R., Castaldi J., Zhu K. Y., Smolensky D., Scully E., Impact of sorghum polyphenolics on insecticidal susceptibility of lesser grain borer, Rhyzopertha dominica (Coleoptera: Bostrichidae). Student 10-Min Paper Competition presented by RS at the 2025 North Central Branch Meeting, Lincoln, NE. April 12-16, 2025.
Maille J. M., Morrison W. R., Zhu K. Y., Scully E. D., Flying under the radar Using flight mills to improve Indian meal moth management. 3MT, Kansas State University, Manhattan, KS. Feb. 05, 2025.
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Progress 04/01/23 to 03/31/24
Outputs Target Audience:The primary target audiences of this study are the researchers interested in RNA interference (RNAi), insect molecular biology, and insect pest management. Because RNAi has been shown to have its great potential for pest management, industries and pesticide regulatory agencies involved in pest management may also be interested in our findings. Changes/Problems:Our research progress has been delayed due to the process of hiring a highly qualified postdoctoral fellow for the project. We identified and offered the position to two well-trained recent Ph.D. graduates in the U.S. at two different time points, but both finally declined our offers due to their other employment opportunities. We then made an offer to an international researcher (one of the three candidates) with extensive research experience in the related areas. However, the researcher experienced a significant delay in obtaining his visa. However, we are optimistic that he will start to work within a few weeks. We will quickly catch up with the research progress during the second year of the project and plan to request a no-cost extension for one year in the third year of the project. What opportunities for training and professional development has the project provided?This project allowed for the training of one Ph.D. graduate student and two undergraduate students in the first year of the project. The graduate student made excellent progress with her Ph.D. program. In presenting her research from this project, she won the third-place award in the Ph.D. graduate student poster competition at the Entomological Society of America North Central Branch Conference (March 24-27, 2024). The graduate student was also selected by the Graduate School as one of three students to represent K-State for attending the AAAS Catalyzing Advocacy in Science and Engineering (CASE) workshop in Washington, DC (April 2024). The two undergraduate students completed their undergraduate research experience (URE) by participating in this project. Each student made a poster presentation at the 2023 Entomology Undergraduate Research Symposium at K-State (December 8, 2023). How have the results been disseminated to communities of interest?Relevant research was disseminated to scientific communities of interest through oral and poster presentations at international, national, and regional conferences. The PD was invited as a keynote speaker to present RNAi research at the Second International Molecular Plant Protection Congress in Turkey (May 15-18, 2023). Results from this project were also presented at the national meeting of the Entomological Society of America (Nov. 5-8, 2023), and at the 79th annual meeting of the Entomological Society of America North Central Branch by the PD (Mar. 24-27, 2024). Through the Undergraduate Research Experience (URE) program in the Department of Entomology at K-State, two undergraduate students completed their research, and each made a poster presentation at the 2023 Entomology Undergraduate Research Symposium at K-State (December 8, 2023). What do you plan to do during the next reporting period to accomplish the goals?Due to a delay in recruiting a highly qualified postdoctoral fellow for the project, we will be working very hard to catch up with our research progress. We will generate recombinant Dicer-2 protein from each of the two insect species (the red flour beetle, the diamondback moth), profile siRNA populations using recombinant Dicer-2 proteins, sequence and map the siRNA against long dsRNA for each insect species, design and produce insect species-specific siRNA constructs, and perform RNAi bioassay for each siRNA construct to determine their efficacy against the target genes in each insect species. Further, we will continue to optimize the synthesis of RNA microsphere (RMS) which contains the repeated hairpin RNA units and evaluate the gene silencing efficiency of RMS against the diamondback moth larvae by feeding. We will start to write manuscripts based on our results from this project.
Impacts What was accomplished under these goals?
The progress of our research in the first year was delayed due to the challenge of recruiting highly qualified research personnel including a graduate student and a postdoctoral research fellow for the project. After long searches, a highly experienced graduate student was recruited and started to work on the project in July 2023 whereas a highly qualified postdoctoral fellow was also recruited and will start his research shortly. With the help of these highly experienced researchers, we would be able to make rapid progress during the remaining funding period. Our research progresses for the first year are highlighted as follows: We have successfully established a laboratory colony of the diamondback moth using artificial diet. The egg masses were placed into Styrofoam cups for them to hatch and for the larvae to develop on the diet. After the larvae developed into a desirable stage, they were collected for laboratory studies. To maintain the diamondback moth colony in the laboratory, a certain number of the diamondback moth larvae were allowed to develop into pupae. The rearing cups with the pupae were placed in a rearing cage in a growth chamber. The adults were fed with 5% sugar solution and allowed to lay their eggs on aluminum foil treated with cabbage leaf juice. The egg strips were then used to produce the larvae. We further developed a feeding-based RNAi bioassay method using cabbage leaf discs for the diamondback moth larvae. We found that a method using 10 third-instar larvae per glass vial (19 mm in diameter and 51 mm in height) containing one cabbage leaf disc (11 mm in diameter) was most appropriate for the RNAi bioassay. We identified candidate RNAi target genes encoding chitin synthase 1 (CHS1), a key enzyme involved in the biosynthesis of new chitin for insect exoskeleton, and chitinase 10 (CHT10), an enzyme involved in the degradation of old chitin in insect midgut and exoskeleton, from both the red flour beetle and the diamondback moth. Based on the identified cDNA sequences, we designed three pairs of PCR primers for each gene and for each of the two insect species. The feasibility of using these primer sets to amplify approximately 500 bp cDNA fragments were validated by PCR. The alignments of their deduced protein sequences with those identified in other insect species using Neighbor-joining methos in Mega X revealed the identities of these sequences for the synthesis of double-stranded RNA (dsRNA). To address the challenges associated with the low RNAi efficiency in insects, particularly in lepidopteran insect pests, and with the complicated procedures to produce the conventional RNAi nanoparticles, we used a new technique known as rolling circle transcription (RCT) to generate RNA microspheres (RMS) to suppress the expression of CHS1 and CHT10 in the diamondback moth larvae by feeding. The RCT technology relies on the transcription based on a circular single-stranded DNA (ssDNA) template through the action of T7 RNA polymerase to produce long, single-stranded RNA containing multiple hairpin RNA unit repeats. The resulting RNA molecule forms a stable microsphere structure without a need for additional nanomaterials. The structures of the RMS can protect RNA from degradation during siRNA delivery and be successfully transported into the cytoplasm of the cells. Using siRNA design software, we designed several 75-base long ssDNA templates for RMS synthesis. In addition, we tried to optimize the synthesis methods to improve the RMS yield. Our initial characterization of RMS using a scanning electron microscope showed the size of approximately 180 micrometers in diameter. We also included experiments for comparisons between the long doubled-stranded RNA (dsRNA) and the RMS targeting the same genes in the diamondback moth larvae. We found that there was significant knockdown of CHT10 gene 3 days after treatment with the CHT10 dsRNA and significant knockdown of CHS1 gene 7 days after treatment with the CHS1 dsRNA. These results suggest that the timeline of suppression could vary by target gene. When the diamondback moth larvae were fed the RMS to target CHS1, we found a significantly increased larval mortality as compared with that of the control larvae fed the GFP RMS on day 3. However, we would need to adjust the sampling timepoints and bioassay methods to avoid the larval mortality in the control which might have confounded our results.
Publications
- Type:
Journal Articles
Status:
Published
Year Published:
2024
Citation:
Zhang F., Zhang Y. C., Yu Z. T., Zeng B., Sun H., Xie Y. Q., Zhu K. Y., Gao C. F. 2024. The G932C mutation of chitin synthase 1 gene (CHS1) mediates buprofezin resistance as confirmed by CRISPR/Cas9-mediated knock-in approach in the brown planthopper, Nilaparvata lugens. Pestic. Biochem. Physiol. 202: 105953 (https://doi.org/10.1016/j.pestbp.2024.105953).
Zhao Y., Liu W., Zhao X., Yu Z., Guo H., Yang Y., Merzendorfer H., Zhu K. Y., Zhang J. 2024. Low-density lipoprotein receptor-related protein 2 (LRP2) is required for lipid export in the midgut of the migratory locust, Locusta migratoria. J. Integr. Agr. 23: 1618-1633 (https://doi.org/10.1016/j.jia.2023.07.027).
Zhu Y., Kong L., Wang X., Xu J., Qian X., Yang Y., Xu Z., Zhu K. Y. 2023. Rolling circle transcription: A new system to produce RNA microspheres for improving RNAi efficiency in an agriculturally important lepidopteran pest (Mythimna separate). Pestic. Biochem. Physiol. 197: 105680 (https://doi.org/10.1016/j.pestbp.2023.105680).
Wang Y., Li H., Liu X., Gao L., Fan Y., Zhu K. Y., Zhang J. 2023. Three alternative splicing variants of Loquacious play different roles in miRNA- and siRNA-mediated RNAi pathways in Locusta migratoria. RNA Biol. 20: 323-333 (https://doi.org/10.1080/15476286.2023.2223484).
Zhang Y.-C., Gao Y., Ye W.-N., Peng Y.-X., Zhu K. Y., Gao C.-F. 2023. CRISPR/Cas9-mediated knockout of NlCYP6CS1 gene reveals its role in detoxification of insecticides in Nilaparvata lugens (Hemiptera: Delphacidae). Pest Manag. Sci. 79: 2239-2246 (https://doi.org/10.1002/ps.7404).
Han P., Chen D., Fan J., Zhang J., Jiang S., Zhu K. Y., Zhang J. 2023. Genetically engineered Metarhizium anisopliae expressing dsRNA of Apolipophorin-D exhibits enhanced insecticidal virulence against Locusta migratoria. Entomol. Gen. 43: 167-175 (10.1127/entomologia/2023/1772).
Xiao D., Yao J., Gao X., Zhu K. Y. 2023. Clathrin-dependent endocytosis plays a critical role in larval and pupal development, and female oocyte production in the red flour beetle (Tribolium castaneum). Pest Manag. Sci. 79: 1731-1742 (https://doi.org/10.1002/ps.7348).
Zhao Y., Liu W., Zhao X., Yu Z., Guo H., Yang Y., Moussian B., Zhu K. Y., Zhang J. 2023. Lipophorin receptor is required for the accumulations of cuticular hydrocarbons and ovarian neutral lipids in Locusta migratoria. Inte. J. Biol. Macromol. 236: 123746 (https://doi.org/10.1016/j.ijbiomac.2023.123746).
Fatehi S., Aikins M., Phillips T. W., Brown S., Zhu K. Y., Scully E. D., Park Y. 2023. Characterization of Iflavirus in the red flour beetle, Tribolium castaneum (Coleoptera: Tenebrionidae). Insects 14: 220 (https://www.mdpi.com/2075-4450/14/3/220).
Zeng B., Chen F. R., Liu Y. T., Guo D., Zhang Y. J., Feng Z. R., Wang L. X., Vontas J., Wu S. F., Zhu K. Y., Gao C. F. 2023. A chitin synthase mutation confers widespread resistance to buprofezin, a chitin synthesis inhibitor, in the brown planthopper, Nilaparvata lugens. J. Pest Sci. 96: 819-832 (https://doi.org/10.1007/s10340-022-01538-9).
- Type:
Book Chapters
Status:
Accepted
Year Published:
2024
Citation:
Wang Y., Zhang J., Song H., Shi X., Zhu K. Y., Zhang J. 2024. Chapter A: The migratory locust as a model for studying the mechanisms of RNA interference. RNAi Book (in press).
Liu W., Liu X., Zhao X., Zhu K. Y., Zhang J. 2024. Chapter B: RNA interference in the migratory locust: Functional studies of the genes in the formation and development of cuticles. RNAi Book (in press).
Zhang J., Zhu K. Y. et al., 2024. Development of Insect Cuticle and Pest Management. Science Press, Beijing, China (In Chinese). pp. 254. (ISBN: 9787030775757)
Cooper A. M. W., Silver K., Zhu K. Y. 2022. Chapter 19: RNA interference. pp. xx-xx. In: Liu D. [ed.], Handbook of Molecular Biotechnology. CRC Press, Boca Raton, FL, USA (in press).
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2024
Citation:
Johnson R., Zhu K. Y., Comparing the RNAi efficiency of long double stranded RNA and RNA microspheres in suppressing gene expression in the diamondback moth, Plutella xylostella. Poster (D37) presented by RJ at the 79th Annual Meeting of the Entomological Society of America North Central Branch, Fort Collins, CO. Mar. 24-27, 2024.
Zhu K. Y., RNAi-based insect pest management: Promises, challenges, and opportunities. College of Biological Science and Technology, Taiyuan Normal University, Jinzhong City, Shanxi Province, China. Dec. 29, 2023 (INVITED).
Zhu K. Y., RNAi-based insect pest management: Promises, challenges, and opportunities. College of Plant Protection, Nanjing Agricultural University, Nanjing, China. Dec. 19, 2023 (INVITED).
Zhu K. Y., RNAi-based insect pest management: Promises, challenges, and opportunities. NeoAgro, Zhejiang Academy of Agricultural Sciences, Hangzhou, China. Dec. 15, 2023 (INVITED).
Gibson J., Johnson R., Zhu K. Y., Efficacy of RNAi delivered via artificial diet on the diamondback moth, Plutella xylostella. Poster presented by JG at the 2023 Entomology Undergraduate Research Symposium at Kansas State University, Manhattan, KS. Dec. 8, 2023.
Hulse K., Johnson R., Zhu K. Y., Feeding-based RNAi against chitin-related genes in the diamondback moth, Plutella xylostella. Poster presented by KH at the 2023 Entomology Undergraduate Research Symposium at Kansas State University, Manhattan, KS. Dec. 8, 2023.
Zhu K. Y., Implication of a potential mechanism of resistance to RNAi-based biopesticides in insects. Section Symposium, Entomology 2023: National Meeting of the Entomological Society of America, National Harbor, MD. Nov. 5-8, 2023 (INVITED).
Zhu K. Y., Zhang J., Breaking down the barriers: Strategies to enhance RNAi efficiency in insects. Presented by KYZ at the Second International Molecular Plant Protection Congress, Orhangazi-Bursa, Turkey. May 15-18, 2023 (INVITED KEYNOTE SPEECH).
Zhu K. Y., Breaking down the barriers: Strategies to enhance RNAi efficiency in insects. Insect Group Meeting, Department of Biochemistry and Biophysics, Kansas State University, Manhattan, KS. Jan. 27, 2023.
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