Source: UNIVERSITY OF CALIFORNIA, DAVIS submitted to NRP
DEVELOPING REGIONALLY-ADAPTED, RESILIENT ALFALFA GERMPLASM POOLS
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
COMPLETE
Funding Source
Reporting Frequency
Annual
Accession No.
1020888
Grant No.
2019-70005-30361
Cumulative Award Amt.
$499,931.00
Proposal No.
2019-02837
Multistate No.
(N/A)
Project Start Date
Sep 1, 2019
Project End Date
Aug 31, 2022
Grant Year
2020
Program Code
[AFRP]- Alfalfa and Forage Program
Recipient Organization
UNIVERSITY OF CALIFORNIA, DAVIS
410 MRAK HALL
DAVIS,CA 95616-8671
Performing Department
Plant Sciences
Non Technical Summary
Alfalfa improvement depends on the presence of necessary genetic variation for traits of interest. If commercial breeding populations don't contain sufficient useable variation, germplasm held in gene banks, such as the USDA National Plant Germplasm System, can be evaluated as sources of needed traits. However, for complex traits like forage and seed yield, forage quality, adaptation, persistence, salinity, and water stress, screening germplasm accession by accession is time consuming and often unsuccessful. Therefore, we propose to continue an AFRP project initially funded in 2017 to develop a series of broad-based germplasm pools targeted to Northern and Southern regions of the USA. Pools will consist of germplasm from diverse ecogeographic regions and will be recurrently selected to improve various traits of importance. Use of these pools should provide opportunity for breeders to access unique genetic variation that can accelerate genetic gain for important traits into the future. In this project, we will synthesize over 20 new germplasm populations based on selections in NY, WI, CA (four locations), and WA and begin evaluations of more germplasm. Results of our project will be extended to farmers, seed companies, and crop consultants through field days, extension bulletins, and social media, and through websites dedicated to alfalfa. This project will provide the genetic resources for variety development. The project includes participants from California, Wisconsin, Washington, and New York, representing four major alfalfa producing regions.
Animal Health Component
40%
Research Effort Categories
Basic
20%
Applied
40%
Developmental
40%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
20216401081100%
Knowledge Area
202 - Plant Genetic Resources;

Subject Of Investigation
1640 - Alfalfa;

Field Of Science
1081 - Breeding;
Goals / Objectives
While the long-term goal of this project is to develop new breeding pools from untapped genetic resources, we expect that multiple cycles of selection will be necessary for these pools to be both broadly adaptable to North American climates and useful in commercial breeding programs. Specifically, in this proposal, we propose to:Continue to improve Northern US adapted germplasm pools,Develop and expand Southern US adapted germplasm pools, andAssess the genetic shifts occurring in Northern pools after disease resistance selection.
Project Methods
Objective 1. Continue to improve Northern germplasm pools. (Riday, Viands, Brummer, Hu)Background. Previously to this proposal, genotypes selected from plant introductions out of the four northern defined germplasm pools had been selected and intermated to form the foundation of the four northern germplasm pools (northeastern Europe [EURO], Balkans-Turkey-Black Sea region [OTTM], Central Asia [CASIA], and Siberia/Mongolia [SIBR]). These initial pools served as the basis for additional selection beginning with the current AFRP project and continuing in this objective.Selection and Cycle 1 Pool Development. Selections based on plant vigor, freedom from pests and diseases (included of roots when plants are dug) have been or will be made in the C0 nurseries in NY, WI, and CA. During summer 2020, 12 caged seed increases will be conducted in Prosser, WA (Fig. 8) with co-PI Hu, using seed of the synthetics generated during winter 2019/2020.Evaluation trials.C1 population evaluation. These 12 C1 populations will then be evaluated in seeded plot trials planted in spring 2021 in NY, WI, and CA (Tulelake).C1 population selection trial. In spring 2020, greenhouse grown seedlings of halfsib families derived from the 12 C1 populations intercrossed in the greenhouse will be planted into in space-plant evaluation nurseries. These nurseries will be evaluated for two summers in a manner analogous to other trials, and selections made after the proposal timeframe here.Additional germplasm accession selection trial. In 2018 additional space-plant nurseries of 106 PIs from Eurasia were established at WI, NY, and CA. Selections will be grouped into the four pools already established.Data collection. Data on plant vigor, flowering, and freedom from diseases and insects will be taken periodically throughout the trial. Fall regrowth will be measured on each plant as natural plant height three weeks after an early fall forage harvest.The four C0 populations and 12 C1 populations will be evaluated for disease and insect resistance and fall dormancy using standard NAAIC tests.Germplasm release. All populations, and associated information, developed through this project will be made publicly available through the National Plant Germplasm System's Germplasm Resources Information Network (GRIN)-Global database. Evaluation information from the initial germplasm pools being evaluated under the current project will be used for a registration and release of those populations in 2020. Evaluations during the proposed project will serve as useful data for potential release of Cycle 2 populations.Objective 2. Develop and expand Southern germplasm pools. (Brummer, Hu)Background. For the current AFRP project, in December 2016, we established germplasm evaluation trials at the Desert Research and Extension Center (DREC) in Holtville, CA (Imperial Valley) and at the Westside Research and Education Center (WSREC) in Five Points, CA (San Joaquin Valley). The DREC trial was terminated in December 2018 and a single population was created by intercrossing survivors in the greenhouse in early 2019. Seed will be increased in a cage this summer and be available for the start of this project. The WSREC trial will continue in 2019, with selections made before the end of the year. Those selections will be available for the start of this proposal.Evaluation Trials:Yield evaluation. The single population from DREC will have sufficient seed to enable evaluation in small plot yield trials. We will include this trial in a small yield trial we will conduct at DREC with other breeding germplasm and several check cultivars in fall 2019.Initial pool development from 2016 WSREC germplasm trial. At the beginning of this proposed project, we will be able to create the Cycle 0 (C0) Southern Pools within the four target populations - India [IND], Arabian Peninsula [ARA], North Africa [NAF], and South America [SA] - unless we find from our diversity analysis that we need to segregate further. We will make selections from the WSREC trial and intercross them in the greenhouse in CA in winter 2019/2020. We will then increase seed of these four populations in Prosser, WA during the summer of 2020. These C0 populations will form the basis for further selection beginning in Fall 2020.New germplasm evaluation. In fall 2019, we will establish new germplasm evaluation trials of non-dormant germplasm. These trials will include at least 200 accessions that fit within the target pool regions, approximately 50 from each. The selection of entries will be informed by our experience in DREC and WSREC, as well as the suggestions of alfalfa Curator Irish.We will establish these trials at Prosser, WA; Davis, CA; and Five Points, CA. Given the severity of prior selection trials at DREC, we are not going to plant this trial in the Imperial Valley.Data collection: We are most interested in identifying accessions with high vigor, substantial autumn and winter production, high proportion of leaves to stems, freedom from disease and insect symptoms, and persistence. We will visually score plant vigor, phenological stage, and growth habit in spring, summer, fall, and winter throughout the trial period at all locations. In addition, we will measure autumn plant height in autumn, following a cut-back in mid-October (modified as needed by location) to assess fall dormancy. Plant counts will be taken throughout the study period to assess persistence.Objective 3. Assess the genetic shifts occurring in Northern pools after disease resistance selection. (Brummer, Riday)A key proposition of Simmonds' (1993) proposal on germplasm incorporation is that the populations undergo minimal selection for traits like disease resistance because these could quickly deplete genetic variation for other traits before sufficient recombination had occurred. That is, good alleles for desired traits - like yield - at loci linked to disease susceptibility alleles would be lost if selection were done for resistance early in the process.Dr. Mark Smith at S&W was initially involved with co-PI Riday on selecting the first four germplasm populations. While we have proceeded to evaluate these populations as part of the current AFRP project and continuing into this proposed project, Dr. Smith was screening part of the populations for disease resistance using the NAAIC Standard Tests. He has conducted two cycles of selection for Phythophthora root rot, Aphanomyces Race 1 root rot, and Anthracnose in these populations. With this material, we can critically evaluate Simmond's hypothesis, comparing these selected populations with populations undergoing field selection at the three locations as well as the starting, unselected population for each of the four pools (OTTM, CASIA, EURO, and SIBR).We have results showing that GBS-based SNP markers are highly effective at clustering cultivars into expected groups. The methodology we will use for SNP marker genotyping, bioinformatics, and population diversity analysis will be identical to those we have been using in our lab for the past several years (Li et al., 2014b; Li et al., 2015; Munjal et al., 2018). We are currently exploring alternative SNP identification methods based on capturing specific chromosome fragments that are then sequenced, with SNP identified as with normal GBS. One of these methods, termed Rapture (RAD-capture) (Ali et al., 2016), provides more complete sequence data on targets of particular interest, such as candidate genes. If this method works, then we will apply it to this project as well.We will compare allele frequencies at each SNP locus among the populations. We will then compare populations based on allele frequencies by computing genetic distances among populations and conducting a principal components analysis as we have described previously (Annicchiarico, et al., 2016).

Progress 09/01/19 to 08/31/22

Outputs
Target Audience:The target audiences for this project are threefold: farmers/ranchers, public and private sector alfalfa breeding programs, and other plant breeders. Our germplasm enhancement project is the first to be conducted systematically within any forage crop (as far as we know) and the results will serve to inform the development of similar programs for other crops. The resulting germplasm pools we are developing as part of that project will be of interest to alfalfa breeding programs as potential germplasm to add to their elite breeding pools as a source of novel genetic variation. Finally, farmers and ranchers will benefit from new cultivars that incorporate these new genetic sources. Because breeding is a long-term endeavor, however, the impact at the farm/ranch level will still be some years away. We have directly interacted with several ranchers regarding this project. We have discussed this project with alfalfa breeders from the major alfalfa breeding companies in the US and they have been very interested in this project. They have written letters of support and at least one of them has been evaluating germplasm developed as part of this project. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?At all funded locations (CA, NY, WA, and WI) as well as at three unfunded locations (SD, QB, and AB), numerous graduate and undergraduate students were involved with selecting, intercrossing, and measuring plants. The immense variability in these trials gives students and staff (and faculty) an appreciation of the breadth of diversity for many traits that exists in alfalfa germplasm. In addition, discussion of the results of these trials and demonstrating this diversity is very useful to show students in classroom settings as well as fellow scientists in professional settings and farmers and industry representatives at field days the possibilities that exist within the alfalfa germplasm collection. How have the results been disseminated to communities of interest?All locations hosted field days at which farmers, extension personnel, and industry breeders and personnel hear about various projects in the PIs programs, including this one. We also directly discussed this project with industry personnel through private tours. What do you plan to do during the next reporting period to accomplish the goals? Nothing Reported

Impacts
What was accomplished under these goals? Although this is a final report, the projects that we conducted or are conducting as part of this grant will continue, provided the PIs can find additional funding. Because we are working with a perennial plant, evaluations are necessarily multi-year. The conceptual idea of the project is that the large alfalfa germplasm collection maintained by the USDA National Plant Germplasm System likely contains alleles and genes that are not present in commercial cultivars but that are of value to alfalfa production in a rapidly changing world. Consequently, we are evaluating accessions from the collection for adaptation to diverse North American environments, selecting plants that have desirable characteristics - vigor, upright growth, freedom from diseases and insect pests, and multi-year survival, intercrossing these selections, and then conducting subsequent cycles of selection to further improve the populations. Objective 1: Continue to improve Northern US adapted germplasm pools a. DORMANT ALFALFA "ROUND 1, CYCLE 2" GERMPLASM TRIAL. We had previously conducted two cycles of selection in four dormant alfalfa populations derived from germplasm that originated in Europe, Central Asia, Siberia, and Turkey. During this grant, we planted evaluation trial in Davis, CA; Tulelake, CA; Madison, WI; Ithaca, NY; Brookings, SD; Ste. Foy, QC; and Lethbridge, AB in autumn 2021 or spring 2022 consisting of 20 Cycle 2 populations we developed in CA, NY, WI, QC, and AB. We collected yield and height data from these trials in summer and fall 2022. All populations have been genotyped by a collaborator in Minnesota using genome-wide genetic markers to assess the genetic similarity of the germplasm to one another and to current cultivars. The C2 selections were grown in cage isolations and seed was produced seed in Prosser, WA of four composite across-location germplasm pools. We are in the process of releasing these germplasms. b. DORMANT ALFALFA "ROUND 2, CYCLE 1" GERMPLASM SCREENING. We created 12 new "R2C1" improved germplasm pools using different starting germplasm. During 2021-2022, we intercrossed selected plants to develop four "Round 2, Cycle 1" populations at each location (CA, NY, and WI). These populations will be evaluated in multi-location trials if we can acquire additional funding for this project. Objective 2: Develop and expand Southern US adapted germplasm pools NON-DORMANT ALFALFA EVALUATION TRIALS. We evaluated replicated trials with 400 germplasm entries established in 2021 at two California locations, in Davis and Five Points (UC Westside Research Station), and in Prosser, WA. The trial Westside was irrigated with saline water beginning in April 2022. Biomass yield was measured in autumn 2021 (Davis and Prosser) and in 2022 (all locations). Plant height was measured multiple times throughout the year at all locations, including in November to assess autumn dormancy. Numerous morphological and phenological traits were measured at one or more locations in 2021 and 2022. Substantial variation in plant biomass and autumn height exists among these accessions. Samples were also taken to assess forage nutritive value; they are still being processed and will be analyzed in 2023. In Prosser, some accessions died due to winter, so in addition to yield, height, and morphological data, we also have a winter hardiness assessment for these accessions. DNA markers has been assayed on all these germplasms and we are in the process of conducting a genome-wide association study (GWAS) comparing marker profiles with phenotypic data to identify genetic markers useful for selecting the various traits. Relationships among these ~400 accessions show that South American germplasm is clearly distinct from non-dormant germplasm derived from North Africa, the Arabian Peninsula, southern Turkey and Iran, and India. Objective 3: Assess the genetic shifts occurring in Northern pools after disease resistance selection. We had initially intended to assess genetic shifts after disease resistance selection. This work was going to be done in conjunction with a private company breeder, who was going to do the disease screening at company expense. However, during the proposed timeframe, he retired and we were not able to complete this aspect of the project at this time.

Publications


    Progress 09/01/20 to 08/31/21

    Outputs
    Target Audience:The target audiences for this project are threefold: farmers/ranchers, public and private sector alfalfa breeding programs, and other plant breeders. Our germplasm enhancement project is the first to be conducted systematically within any forage crop (as far as we know) and the results will serve to inform the development of similar programs for other crops. The resulting germplasm pools we are developing as part of that project will be of interest to alfalfa breeding programs as potential germplasm to add to their elite breeding pools as a source of novel genetic variation. Finally, farmers and ranchers will benefit from new cultivars that incorporate these new genetic sources. Because breeding is a long-term endeavor, however, the impact at the farm/ranch level will still be some years away. We have directly interacted with several ranchers regarding this project. Changes/Problems:There are no major problems. Some trials planned for fall 2021 had to be delayed to spring 2022 due to weather, water, or lingering covid-related labor issues. We had initially planned to compare allele frequency shifts in some pools selected for disease resistance by a colleague at an alfalfa breeding company. He has retired, and the completion of this aspect of the project has been delayed (although should still be feasible to be completed in the coming year). What opportunities for training and professional development has the project provided?At all funded locations (CA, NY, WA, and WI) as well as at four unfunded locations (FL, SD, QB, and AB), numerous graduate and undergraduate students were involved with selecting, intercrossing, and measuring plants. The immense variability in these trials gives students and staff (and faculty) an appreciation of the breadth of diversity for many traits that exists in alfalfa germplasm. In addition, discussion of the results of these trials and demonstrating this diversity is very useful to show students in classroom settings as well as fellow scientists in professional settings and farmers at field days the possibilities that exist within the alfalfa germplasm collection. How have the results been disseminated to communities of interest?All locations host field days at which farmers and extension personnel hear about various projects in the PIs programs, including this one. At a well attended field day in Tulelake in July 2021, we discussed explicitly the value of this project, and demonstrated some of the breadth of germplasm we were evaluating. What do you plan to do during the next reporting period to accomplish the goals?In the next reporting period, we will develop four germplasm release applications for the four pools formed across locations. We intend to complete a genetic marker analysis of both northern and southern pools, something that was severely impacted by covid. In a positive twist, we will be able to use a new genotyping array developed by the USDA-ARS, which can serve a a common genotyping platform for all germplasm. This will be very desirable. We will have new trials of northern germplasm in the ground at six locations and will continue evaluating those trials as well as existing southern germplasm trials. Genotyping of southern germplasm will be coupled with our multilocation yield, morphological, and nutritive value phenotyping in a genome-wide association study to identify genomic regions of interest for these traits.

    Impacts
    What was accomplished under these goals? The overarching goal of the project is to develop pre-breeding germplasm pools derived from National Plant Germplasm System accessions that will be useful for commercial alfalfa breeding programs. There are two sets of pools being developed, one for the northern USA and Canada and one for the southern USA. In each region, four to five populations derived from geographically distinct germplasm accessions are being developed and reselected for multiple generations to stimulate recombination. 1. Improving Northern pools of alfalfa germplasm. a. NORTHERN POOL ALFALFA "ROUND 1, CYCLE 2" GERMPLASM TRIAL. We had previously developed four dormant alfalfa germplasm pools based on geography: Europe, Central Asia, Siberia, and Turkey and completed a second cycle of selection in these populations in six locations (the three funded collaborators on this project in California, Wisconsin and New York as well as three unfunded collaborators in South Dakota, Quebec, Alberta). Seed was produced in the last reporting period at each location and seeds were distributed to all locations in 2021 to plant a trial to evaluate all 24 populations and commercial check cultivars. Some trials were planted in 2021 but others will be planted in spring 2022, including one in Tulelake, CA, due to covid and weather-related delays. These trials will continue for three years to collect data for germplasm releases and to assess comparative performance of germplasm selected from the same base population throughout northern US and Canada. We plan to evaluate all populations with genome-wide genetic markers to assess the genetic similarity of the germplasm. In parallel, co-PI Brian Irish in Prosser, WA grew plants of each of the four populations from each of the six locations. For each of the four germplasm pools, his team planted equal numbers of plants from each of the six selection locations into a bee pollination cage during summer 2021 to produce large quantities of seed of the four populations pooled across selection environments. That seed was harvested in fall 2021 and will be used in new plot trials in 2022. b. NORTHERN POOL ALFALFA "ROUND 2" GERMPLASM SCREENING. The three co-PIs completed a trial of new set of 100 germplasm accessions used to create a second round of improved Northern germplasm pools. During the reporting period, we selected individual plants from trials in Tulelake, CA; Madison, WI; and Ithaca, NY that derived from the four origins discussed above. The plants were moved to the greenhouse for intercrossing during the winter 2021-22. These will be included in new trials in 2022. 2. Improving Southern pools of alfalfa germplasm. NON-DORMANT ALFALFA EVALUATION TRIALS. We successfully established replicated trials with 400 germplasm entries in Davis and Fresno, CA; Prosser, WA; and Gainesville, FL (with unfunded collaborator, Esteban Rios). All trials established successfully. Biomass yield was measured twice in autumn and plant height was measured to infer autumn dormancy at all locations except Fresno because the trial was established in summer due to a lack of water at the research station until then and plants were small throughout the year. Substantial variation in plant biomass and autumn height exists among these accessions. Samples were also taken to assess forage nutritive value at all locations as well; they will be processed and evaluated during 2022.

    Publications


      Progress 09/01/19 to 08/31/20

      Outputs
      Target Audience:Our target audience is (1) alfalfa breeding programs in the public and private sectors who will be able to use germplasm from this trial in the future, (2) breeders in other forage crops (and possibly other crops generally) who could use our breeding template or ideas to conduct germplasm pre-breeding programs, and (3) alfalfa growers who will benefit as these improved germplasm resources are incorporated into cultivars. Changes/Problems:We did not receive final approval of the project, and hence, did not receive first year funding, until 22 April 2020. This has affected the initiation of several field trials, but we will establish them in autumn (instead of spring), which won't have a large effect on the project goals. The Covid-19 pandemic has not had a major impact on the fieldwork aspects of the project so far. Because funding was delayed, by the time we received the final approval, we were already dealing with the suspension of laboratory research due to Covid-19 and this has delayed initiation of the genetic marker work in Objective 3. Nevertheless, we should have no problem completing that aspect of the proposal. What opportunities for training and professional development has the project provided?One graduate student, one undergraduate student, one professional staff, and three technical staff were involved in selecting plants in the field, learning about different germplasm sources of alfalfa, and developing new genetic populations. How have the results been disseminated to communities of interest?In the current reporting period, we have primarily interacted with various communities through email or phone calls. Several field days have been cancelled due to Covid-19 and alternatives have not yet been developed by the extension specialists who organize them. What do you plan to do during the next reporting period to accomplish the goals?Objective 1. Continue to improve Northern germplasm pools Continuation plans Selections in 2020 from the 2018 germplasm evaluation trials will be identified in autumn 2020 and intercrossed. These populations will subsequently be intercrossed into the exisiting four northern pools already developed above. The goal is to continually expand the genetic diversity present within these pools even as we select for desirable attributes. We will maintain local populations from each selection environment, but also produce a Cycle 2 bulked population incorporating seed from all three locations. These intercross blocks will be at the USDA-ARS station in Prosser, WA under cage isolation in summer 2021; these germplasms will be released and deposited in the NPGS collection curated by co-PI Irish. The new Cycle 2 populations developed in winter 2020 will be replanted into selection nurseries at the three locations in either fall 2020 or spring 2021. This trial will continue for two years before plants are selected. Objective 2. Develop and expand Southern germplasm pools. Continuation plans Due to the late arrival of funding for the project and the subsequent suspension of many activities due to Covid-19, we delayed planting new trials until autumn 2020. This autumn, we will plant two sets of trials. First, we will trial a new set of 200 PI accessions in two California locations (WSREC and Davis) and in Prosser, WA. This germplasm will derive from the four areas of the germplasm pools described above. These trials will be evaluated for two years, with selections made in autumn 2022. Additionally, we will plant new nurseries of the C1 populations at the same three locations, with 500 plants per population. Plots will be evaluated for two years before selections are made. Objective 3. Assess the genetic shifts occurring in Northern pools after disease resistance selection. Continuation plans We will extract DNA and run genome-wide markers and evaluate the genetic diversity of our selected populations with their respective base populations, with the original PI accessions, and with a collection of adapted cultivars. We are interested to know how well our new populations sample variation in the germplasm system, how much variation of new populations is lost during selection, and to what extent our selections differ on a genome-wide basis from current cultivars. Further, some selection for disease resistance has been conducted by Dr. Mark Smith at S&W seed within these populations, and we are interested to see what types of genetic shifts have occurred as a result of that selection. Marker analysis will begin in the second half of 2020 and continue through 2021. As we generate new populations, they will be genotyped to add to our database.

      Impacts
      What was accomplished under these goals? I am reporting on progress of this project from 1 September 2019 until today, 10 June 2020. We did not receive final approval of the project, and hence, did not receive first year funding, until 22 April 2020. This has affected the initiation of several aspects of the project, as I'll describe below. This project is a continuation of a previously funded project from this same program, Award Number 2017-70005-27117. Because of this, we have made significant progress on this project despite the late receipt of funds, since field trials were already established. The Covid-19 pandemic has not had a major impact on the fieldwork aspects of the project so far. Because funding was delayed, by the time we received the final approval, we were already dealing with the suspension of laboratory research due to Covid-19 and this has delayed initiation of the genetic marker work in Objective 3. Objective 1. Continue to improve Northern germplasm pools Progress to date The three collaborating locations (NY, WI, and CA) all made selections in autumn 2019 of desirable plants from each of four geographically distinct germplasm pools adapted to the northern US. These three pools are Cycle 1 populations developed by co-PI Riday. The selected C1 plants were intercrossed during winter-spring 2020 at each location creating four locally adapted Cycle 2 populations at each location. The same three locations continued to evaluate a trial of 100 germplasm accessions planted in 2018 for performance. Objective 2. Develop and expand Southern germplasm pools. Progress to date In autumn 2019, we selected parental plants for four geographically distinct germplasm pools from an evaluation nursery of 200 Plant Introduction accessions growing at the Westside Research and Extension Center (WSREC) in Fresno County, CA since 2016. The four populations (roughly, India, Arabian Peninsula, Egyptian (NE Africa), and Northwestern Africa) form the basis of a southern germplasm pool pre-breeding program. The selected plants of these four populations were intercrossed in the greenhouse over winter/spring 2020 to form the Cycle 1 (C1) southern germplasm pool populations. Objective 3. Assess the genetic shifts occurring in Northern pools after disease resistance selection. Progress to date We have collected leaf tissue of all selected plants from all locations. Due to Covid-19, our lab activities have been suspended for the past three months, but we are beginning to reopen labs at this point. Hopefully we will be able to move this aspect of the project forward at this point.

      Publications