Progress 09/15/23 to 09/14/24
Outputs Target Audience:This project is to develop a "Research Methods in Agricultural Sciences" course at San Diego State University and California State University San Marcos. The target audience is therefore undergraduate students in the biological sciences/biology undergraduate programs. Additionally, undergraduate and graduate student researchers willl be trained in molecular techniques towards addressing questions according to the aims of this project (on hop biology). Our other target audience for this reporting period included commercial and home brewersand hop-growers who are part of the San Diego Brewers Guild (https://www.sdbeer.com/) and SD Beer News (https://sandiegobeer.news/). Changes/Problems:
Nothing Reported
What opportunities for training and professional development has the project provided?Fall 2023 - 13 undergraduate students, and Fall 2024 - 10 undergraduate students receive(d)trained in the BIOL 596 class at SDSU in various research methods in agricultural sciences - students receive hands-on experience with field techniques (e.g. sterile sampling, greenhouse methods, irrigation, integrated pest management, soil collection), lab techniques (e.g. high molecular weight genomic DNA extraction, quality control using fluorometry, spectrophotometry, agarose gel electrophoresis, PCR, microsatellite genotyping, next generation sequencing library preparation), bioinformatics techniques (e.g. analyses of microsatellite genotypes, population structure analyses and processing of 16s rRNA and fungal ITS data using the data2/QIIME2 pipelines, statistical techniques), soil ecological techniques (e.g. measurement of soil nitrogen, phosphorous, moisture), chemical methods (e.g. HPLC/GCMS to identify and quantify organic compounds in hop bines). Additionally, these students are all co-authors on the manuscript that describes results on the evolutionary history and microbiome dynamics of hops that is currently in review at Molecular Ecology. Students were also provided opportunities to connect with local brewers, hop growers, yeast bioengineers as part of the course. Sethuraman Lab (SDSU): (1) Graduate student Alexandra McElwee-Adame has presented her research at two conferences - TAGC 2024 in Washington DC, and the SCaLE meetings at CalTech in Pasadena, CA; she is lead author on our first manuscript describing the evolutionary history of domestication in hops. She is currently finishing up her advancement to PhD candidacy requirements with SDSU and UC Riverside. (2) Undergraduate students: Kailyn Kiburi, Elijah Vogler - both students have now extensively worked in DNA extractions and QC of hops - they are also co-authors on the manuscript described above. (3) Graduate student Trevor Mugoya has now completed developing a bioinformatics pipeline for SNP calling from large plant genomes with high repeat content, as part of his MS thesis - he will be writing up this in a manuscript to be submitted in Spring 2025. (4) Graduate student Reina Hastings has now been recruited (Fall 2024) to work on other genomics projects with data being generated across all aims of this project. Vourlitis Lab (CSUSM): (1) Graduate students Leticia Marin and Jonathan (Chi-Yang) Chu were on the payroll for the first year,both at 20h/week, working on various hop projects, including measuring soil N, P, enzyme assays, viral damage analyses, and greenhouse methods. Jancovich Lab (CSUSM): (1) Graduate student Alexander Casteneda was recruited to develop a protocol to isolate, sequence, and analyze hop carlaviruses- he has since advanced to MS candidacy.? How have the results been disseminated to communities of interest?(1) Students in the Fall 2023 Research methods class presented their semester-wide projects at a poster session at WhiteLabs in San Diego, CA, which was attended by over 100 hop growers, brewers, scientists, and general public. All posters have now been chronicled by the CSUSM brewchive -https://archives.csusm.edu/brewchive/collections/show/17#?c=&m=&s=&cv= (2) All graduate students have since presented their research at various local and international confeferences (3) PI Sethuraman has been communicating results from the project via a PodCast (SD Brewers Guild), and via outreach events in and around San Diego county. (4)https://sandiegobeer.news/studying-and-preserving-san-diego-hops/ (5)https://www.sdsu.edu/news/2022/12/tracing-12-000-year-pedigree-beer What do you plan to do during the next reporting period to accomplish the goals?(1) PI Sethuraman will work with students of his Fall 2024 Research Methods in Agricultural Sciences course at SDSU to (a) develop and publish a bioinformatics pipeline for determining the provenance of unknown hops by incorporating the USDA's microsatellite database, along with microsatellite loci genotyped via the 96 whole genomes generated in Spring 2024, (b) develop and publish the bioinformatics pipeline with graduate student Trevor Mugoya to call SNPs and structural variants from large plant genomes (E.g. hops) with high repeat content, (c) develop a mobile app with graduate student Reina Hastings that will be "trained" using large scale phenotypic data on hops and genomic variant calls to predict flavor profiles, (d) sequence 96 more hop genomes with graduate student Alexandra McElwee-Adame, (e) continue the ongoing 3-year drought tolerance experiment at the CSUSM greenhouse to understand phenotypic and genomic consequences of drought in five commonly grown American hops. (2) coPIs Jancovich and Vourlitis will teach BIOL 596 Research Methods in Ecology and Evolution course at CSUSM in Spring 2025, incorporating the wealth of data that we have collated thus far from various projects as part of this grant.
Impacts What was accomplished under these goals?
Major Aim: Developing research-based courses at 2 regional HSI's - SDSU and CSUSM - Completed (and ongoing to be taught over the next 3 years) - we have now developed and taught BIOL 596 Research Methods in Agricultural Sciences (SDSU) in Fall 2023and BIOL 596 Research Methods in Ecology and Evolution (CSUSM) in Spring 2024. Aim 1: Cataloging genomic diversity of local hops to assess their origins (i) We have now analyzed a large SNP dataset generated by the USDA ARS (collaborators John Henning and Nahla Bassil) with >100 accessions of diploid hops, genotyped at thousands of SNPs to understand population structure, diversity, differentiation, and evolutionary history of domestication of hops. This manuscript has since been submitted and is currently in review at Molecular Ecology. (ii) We have generated 96 whole hop genomes from high-throughput sequencing, aligned, mapped, and called SNPs from across these strains; these data are currently being analyzed. (iii) We have obtained 96 more accessions from the USDA ARS (collaborators Nahla Bassil, April Nyberg), which graduate students Alexandra McElwee-Adame and Reina Hastings are in the process of extracting DNA from. These will be sequenced by the end of 2024, and data analyzed in 2025. Aim 2: Metagenomics of hop farm soil microbiomes to assess microbial community diversity to identify microbial pathogens (i) We have now created a 16s rRNA database of soil microbiomes and fungal ITS biomes from 5 US-based and 5 non-US-based cultivars of hops which were grown in a common-garden set up - these data and analyesare also being published with the manuscript described above. (ii) We have also created a 16s rRNA database of soil microbiomes and the fungal ITS biomes of >10 hop cultivars collected from Hopportunity Farm in Julian CA. Aim 3: Assess effectiveness of insects in hop integrated pest management (i) We have now published two studies describing the effectiveness of ladybug species used in biological control and integrated pest management. (ii) In continuing years of the BIOL 596 course, we will assess efficacy of utilizing Hippodamia convergens for biological control in a more controlled setting (at a greenhouse). Aim 4: Understand hop-virus interactions by assessing the epidemiology, population genomics of viral infection. (i) coPI Jancovich and his lab have now developed a protocol for extracting, sequencing, and analyzing carlaviralinfections in hops, led by graduate student Alexander Castenada. The goal of our component of this project is to develop a quantitative real-time (qRT) PCR assay that will identify and quantify the carlaviruses that are associated with hop plants. This process first involves generating a protocol to isolate total RNA from plant tissue. Once isolated, RNA can then be converted to cDNA that can then be used in a qRT-PCR assay using primers directed to known hop-associated carlaviruses. Our approach will detect the presence of a carlavirus infection in the sample and quantify how much of the virus is in that sample by detecting and quantifying the presence of viral RNA that has been converted to cDNA. This will allow us to determine if samples that do not appear to be infected (i.e. asymptomatic) are in fact infected and determine their infection levels. Similarly, this process will identify and quantify viral load in samples that do appear to be infected (i.e. symptomatic) providing insight into type of carlavirus infecting these plants and the relative infection level. These data will be helpful in management of hop plant production.We have obtained samples from healthy and disease looking hops plants that were growing in the greenhouse at CSUSM. Samples from hop plants were documented, flash frozen and then stored in a -80 o C freezer. We have successfully used published literature to develop a pipeline to isolate plant and viral RNA from these samples. The RNA will then be used to identify and quantify any carlavirus infection in those samples. Using previously published literature we have developed a qRT-PCR assay to detect and quantify hop carlaviruses. We have obtained commercially synthesized DNA constructs for three carlaviruses known to be associated with hop plants and an internal control. We have designed and obtained primer and probe pairs that will be used to detect the internal control and three carlavirus isolate(s) using a qRT-PCR assay. We have optimized the qPCR assay for the internal control and 2 of the 3 carlavirus targets. However, we are continuing to troubleshoot problems with the 3 rd carlavirus and may need to reorder primers and probes for this assay. Once this target has been optimized we will use these assay to identify and quantify the carlaviruses associated with asymptomatic and symptomatic hop plants. (ii) coPI Vourlitis and his lab have worked on establishing a protocol for assessing viral damage on hop leaves via image processing, and these work are being collated and described in the manuscript submitted to Molecular Ecology.?
Publications
- Type:
Journal Articles
Status:
Published
Year Published:
2024
Citation:
Sethuraman, A, Jones A, Nunziata SO, Weisrock DW, Obrycki JJ. Go west: population genomics reveals unexpected population fluctuations and little gene flow in Western Hemisphere populations of the predatory lady beetle, Hippodamia convergens. Evolutionary Applications. DOI: 10.1111/eva.13631
- Type:
Journal Articles
Status:
Published
Year Published:
2024
Citation:
Li H, Peng Y, Wu C, Li Z, Mao K, Zhu J, Jin M, Buck R, Monahan S, Sethuraman A, Xiao Y. Assessing genome-wide adaptations associated with range expansion in the invasive pink stem borer. Insect Science. DOI: 10.1111/1744-7917.13320
- Type:
Conference Papers and Presentations
Status:
Accepted
Year Published:
2023
Citation:
Welch, N, Vourlitis, G. (2023) Comparing growth and viral damage of native and non-native Humulus lupulus varieties. Student Research Symposium, California State University, San Marcos, November 28, 2023.
- Type:
Conference Papers and Presentations
Status:
Accepted
Year Published:
2024
Citation:
McElwee-Adame A, Sethuraman A. (2024) Wild bines to beer steins: Exploring the evolutionary genomics of hops domestication. The Allied Genetics Conference (TAGC) 2024, Washington DC, March 2024.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2024
Citation:
A. Casaneda and J.K. Jancovich. Identification and quantification of hop carlaviruses using a two-step qRT-PCR based approach. Summer Scholars Poster Showcase, California State University San Marcos, August 9, 2024.
- Type:
Journal Articles
Status:
Under Review
Year Published:
2024
Citation:
CoalMiner: a random coalescent model generator for fastsimcoal28. Esplin R, Sethuraman A (under review)
- Type:
Journal Articles
Status:
Under Review
Year Published:
2024
Citation:
Evolutionary history and rhizosphere community dynamics in domesticated hops (Humulus lupulus L.). McElwee-Adame et al., (under review)
- Type:
Journal Articles
Status:
Published
Year Published:
2024
Citation:
Population genomics and demographic modeling enhance our understanding of trophic level interactions in biological control. Sethuraman A and Obrycki JJ. Biological Control. DOI: https://doi.org/10.1016/j.biocontrol.2024.105585
- Type:
Journal Articles
Status:
Published
Year Published:
2024
Citation:
Jones A, Obrycki JJ, Sethuraman A, Weisrock DW Shared patterns of population genomic variation and phenotypic response across rapid range expansions in two invasive lady beetle species, Biological Control DOI: 10.1016/j.biocontrol.2024.105519
- Type:
Journal Articles
Status:
Published
Year Published:
2024
Citation:
Ang G, Zhang A, Obrycki JJ, Sethuraman A. A High Quality Genome of the Convergent Lady Beetle, Hippodamia convergens. G3. DOI: 10.1093/g3journal/jkae083
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Progress 09/15/22 to 09/14/23
Outputs Target Audience:This project is to develop a "Research Methods in Agricultural Sciences" course at San Diego State University and California State University SanMarcos. The target audience is therefore undergraduate students in the biological sciences/biology undergraduate programs. Additionally, undergraduate and graduate student researchers willl be trained in molecular techniques towards addressing questions according to the aims of this project (on hop biology). Changes/Problems:
Nothing Reported
What opportunities for training and professional development has the project provided?1) Currently, 13undergraduate students are enrolled in BIOL 596 Research Methods in Agricultural Sciences at SDSU. These students are receiving training in a variety of field, ecological, molecular, bioinformatics and evolutionary methods in agricultural sciences. The students are leading several research projects to understand (a) diversity and origins of local hop strains, (b) quantifying soil microbial and fungal diversity in US versus non-US cultivars of hops, (b) quantifying photosynthesis, growth rates, soil N, C, and P content across US versus non-US cultivars. 2) PhD student Alexandra McElwee-Adame (supported by this grant)has made significant progress towards AIM 1 of this project. 3) Masters student Trevor Mugoya has been recruited to develop a pipeline for analyzing these whole genome sequencing data - he will be developing this in the Python programming language, and this pipeline will be made publicly available for all hops researchers. 4) Undergraduate students Elijah Vogler and Kailyn Kiburi have been recruited to help with Alex and Trevor in their respective research projects. They have been trained in molecular and bioinformatics techniques. How have the results been disseminated to communities of interest?Poster presentations from students will be presented at the end of the semester (in December 2023), and will occur at a local brewery, where we will invite local hop growers, brewers, and the general public to learn more about the science of hops. What do you plan to do during the next reporting period to accomplish the goals?1) coPIs Drs. Vourlitis and Jancovich will develop and teach a similar research methods course at CSU San Marcos in the Spring of 2024, where they will assess hop viruses (AIM 3 of the project) 2) PI Sethuraman will continue to develop curricular material for his Fall 2024 course, to focus on AIM 4 of the project.
Impacts What was accomplished under these goals?
1) We have made significant progress towards AIM 1 of cataloging genomic diversity of local hops and assessing their origins. We have established a memorandum of understanding and a data sharing agreement with the USDA-ARS (Drs. John Henning and Nahla Bassil), who have now shared hundreds of germplasm samples from their databases with us. We have successfully extracted high molecular weight DNA from these samples, and are in the process of preparing these samples for whole genome sequencing with the Texas A&M University Genomics Core. 2) I (PI Sethuraman) have now developed and currently teaching BIOL 596 Research Methods in Agricultural Sciences at San Diego State University this Fall. As part of this course, we have now (a) visited and connected with local farmers at Hopportunity Farm in Julian CA (e.g. see interview with Mr. Phil Warrenhttps://youtu.be/O18kax90rqA), (b) established acommon-gardenexperiment with 10 replicates of 5 US-based and 5 non-US based cultivars of hops at the CSU San Marcos greenhouse, (c) sampled hop tissues, soil cores across both experiment sites, (d) extracted DNA from hops and genotyped them at 8 microsatellite markers from Dr. Nahla Bassil's group, (e) extracted DNA from soil cores and will be performing 16s rRNA and fungal ITS sequencing with Zymo Corp in the coming week, and (f) teaching students numerous techniques including photosynthesis, GCMS/HPLC analyses, bioinformatic analyses of next generation sequencing data in the coming weeks. Students will also be presenting their results from these projects at the end of the semester in December 2023. All of these data will make significant progress towards AIM 2 of the grant. 3) PI Sethuraman and coPI Vourlitis have made significant research strides via publications (as reported) through support from this USDA HSI grant.
Publications
- Type:
Journal Articles
Status:
Published
Year Published:
2023
Citation:
Li H, Peng Y, Summerhays B, Shu X, Vasquez Y, Vansant H, Grenier C, Gonzalez N, Kansagra K, Cartmill R, Ling M, Xuguo Z, Obrycki JJ, Li B, Sethuraman A Global patterns of genomic and phenotypic variation in the invasive harlequin ladybird. BMC Biology DOI: 10.1186/s12915-023-01638-7
- Type:
Journal Articles
Status:
Under Review
Year Published:
2023
Citation:
Tovar A, Monahan S, Kristan A, Welch W, Dettmers R, Arce C, Buck T, Ruben M, Rothenberg A, Saisho R, Cartmill R, Skaggs T, Reyes R, Lee MJ, Obrycki J, Kristan W, Sethuraman A. Like mother, like daughter? Phenotypic plasticity, environmental covariation, and heritability of size in a parthenogenetic wasp. bioRxiv DOI: 10.1101/2022.12.02.518902 Under revision at The American Naturalist
- Type:
Journal Articles
Status:
Under Review
Year Published:
2023
Citation:
Ang G, Zhang A, Obrycki JJ, Sethuraman A A high quality genome of the convergent lady beetle, Hippodamia convergens. Under review at G3.
- Type:
Journal Articles
Status:
Under Review
Year Published:
2023
Citation:
Vourlitis, G.L, P. Berry, J.M. Cabuco, A. Estrada, K.H. Garc�a, B.T. Hunter, L. Mastaglio, E. Murguia, N. Nacauili, M. Ponce, L. Saenz, Z. Salah, J. Shaffer, M. Solis, S. Thomas, E. Becket. Composition and activity of soil microbial communities in native and non-native vegetation of southern California. In revision to Applied Soil Ecology.
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