Source: DELAWARE STATE UNIVERSITY submitted to NRP
DEVELOPMENT AND VALIDATION OF SINGLE NUCLEOTIDE POLYMORPHISM-BASED MARKERS (KASP AND CAPS) FOR HIGH-TEMPERATURE STRESS TOLERANCE IN BLUEBERRIES
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
ACTIVE
Funding Source
Reporting Frequency
Annual
Accession No.
1028538
Grant No.
2022-38821-37298
Cumulative Award Amt.
$299,997.00
Proposal No.
2021-12835
Multistate No.
(N/A)
Project Start Date
May 1, 2022
Project End Date
Apr 30, 2026
Grant Year
2022
Program Code
[EQ]- Research Project
Recipient Organization
DELAWARE STATE UNIVERSITY
1200 NORTH DUPONT HIGHWAY
DOVER,DE 19901
Performing Department
Agriculture and Natural Resour
Non Technical Summary
Blueberry (Vaccinium Section Cyanococcus) is an economically important small-fruit crop native to North America. Most of the northern highbush blueberry (NHB) cultivars have V. corymbosum genetic background. Blueberry production was earlier restricted to temperate regions of Canada and northern parts of the United States. However, more than 38 states, including many of the country's southern states, and several countries worldwide are cultivating blueberry as a commercial crop. The commercial relevance has been steadily growing for the past two decades owing to an increased awareness of the benefits of blueberry to human health. Blueberry plants have stringent growth conditions, and slight increases in the temperature can adversely impact growth and yield. A decrease in plant survival and fruit quality has been observed in some blueberry cultivars when average daytime temperatures exceeded 30°C. Thus, high-temperature stress is a pivotal factor in blueberry production and yield, especially with the high temperatures and increased heat waves anticipated by global warming.The adaptability of blueberry plants to high-temperature stress conditions varies among genotypes. Various southern species of blueberry, such as V. darrowii, are reported to adapt to warmer climates. Such species may carry new genes/alleles that allow the plant to survive and grow in relatively warmer conditions. Identifying such genes/alleles and the development of molecular markers associated with high-temperate stress tolerance traits will facilitate the selection and breeding of new heat-tolerant blueberry cultivars. We used V. darrowii × V. corymbosum cross progenies (320 plants) for genome-wide association study (GWAS) with genotyping-by-sequencing (GBS) technology. We identified 1,323 single nucleotide polymorphisms (SNPs) significantly associated with high-temperature stress-tolerance traits.In this grant, we propose to develop Kompetitive allele-specific PCR (KASP) and cleaved amplified polymorphic sequence (CAPS) markers for high-temperature stress tolerance in blueberries. We will design the primers for the most significant SNPs and validate their association with the traits. The developed markers will be tested and validated in F2 progenies from the V. darrowii × V. corymbosum cross and 80 available blueberry accessions. Additionally, this project will train postdoctoral research associates and graduate and undergraduate students in modern plant breeding techniques and help build a small-fruit breeding program and research capacity at Delaware State University (DSU).
Animal Health Component
50%
Research Effort Categories
Basic
10%
Applied
50%
Developmental
40%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
2011120104050%
2021120108025%
2021120108125%
Goals / Objectives
The main goal of this research is to develop high-throughput SNP-based KASP markers for high-temperature stress tolerance in blueberry that can facilitate marker assisted selection for generating heat-tolerant blueberry genotypes in breeding programs. This goal will be achieved by using the resources generated from our previous studies. We will select SNPs significantly associated with high-temperature stress tolerance and its associated traits, design KASP and CAPS assays for the selected SNPs and validate the designed assays in blueberry F2 population and cultivars.Specific objectives of this project are as follows: 1. Development of SNP-based KASP markers associated with high-temperature stress tolerance in blueberries. 2. Development of SNP-based CAPS markers for high-temperature stress tolerance in blueberries. 3. Validation of KASP and CAPS markers in F2 progenies and blueberry accessions. 4. Integration of the knowledge and resources from this project in teaching/training students and researchers at DSU and local blueberry farmers.
Project Methods
Development of SNP-based KASP markers associated with high-temperature stress tolerance in blueberries.For developing KASP markers, we will select the GWAS-identified SNPs (based on p-value) that are significantly associated with high-temperature stress-tolerance traits. In our preliminary research, we pinpointed 245 SNPs significantly associated with more than one trait and identified 179 candidate genes through sequence BLAST analysis. In our earlier experiment, some of these genes were differentially expressed between V. corymbosum and V. darrowii under heat stress conditions (Callwood et al., 2021). The genes that were commonly identified in GWAS and the earlier transcriptomic study (Callwood et al. 2021) could be important in regulating high-temperature stress tolerance in blueberry species. Therefore, the KASP markers for the selected SNPs could be useful in genotyping and selection in blueberry crossing programs. Apart from these commonly identified SNPs, other SNPs that are significantly associated with important traits such as QY will be selected. We have the physical locations of these SNPs, which will help us select SNPs with significant genome coverage with a better average marker density per chromosome. Only SNPs offering a great contribution to the phenotype variance with significant P values will be selected. We plan to select a total of 300-400 quality SNPs for developing KASP markers to allow for high-throughput genotyping of blueberry populations.Once the genes are selected, and SNP sites are located, primers will be designed from the corresponding sequences. The 100-bp upstream and downstream sequences of the selected SNPs have been extracted from the genomic sequences. For each SNP, two allele-specific forward primers and one common reverse primer based on the flanking sequences around the variant position (SNP) have been designed by using Primer 3 software. The polymorphic SNPs will be converted to KASP markers to test their ability to differentiate the polymorphism by genotyping the two parents. KASP assays (primers and master mix) will be designed according to the instructions by LGC Biosearch Technologies (LGC Genomics) and run on a high-performance LightCycler 480 System (LC480, Roche Life Science; http://www.lightcycler480.com). Markers showing clear allelic discrimination will be selected for further verification to validate their specificity, stability and universality by testing in the F2 population and blueberry accessions.Development of SNP-based CAPS markers for high-temperature stress tolerance in blueberries.For developing CAPS markers, the presence of a restriction enzyme site upstream or downstream of the selected SNP position is essential. For this reason, about a 1- to 1.5-Mb region containing the selected SNP on the respective scaffold sequence will be downloaded from the Draper genome sequence. The selected segment of the genomic sequence will be scanned for restriction sites, and putative alternative restriction sites will be identified by using the programs SNP2CAPS (Thiel et al. 2004) and dCAPS Finder 2.0 (Neff et al. 1998). These programs facilitate the computational conversion of SNPs into CAPS markers. About 300-400 quality SNPs will be screened for their potential for analysis as CAPS markers, and primers will be designed and chemically synthesized. While designing primers, care will be taken to have the largest possible size difference between the digestion products to obtain better resolution on agarose gels. CAPS assays will involve using the DNA from the parental lines initially to check their amplification patterns. Amplicons with clear, single-band patterns of the expected sizes will be digested with the corresponding restriction enzymes according to their reaction conditions prescribed by the manufacturers. PCR, reaction mixture and digestion conditions will be optimized for each marker as per the requirements. If necessary, purification of the amplified product will be carried out before restriction digestion. After amplification, the treated mixture will be run on 1% agarose gels in the TBE buffer, followed by 6X GellRed (Biotium Inc., USA) staining to check the digestion patterns. The undigested (control) and digested samples from the same sample will always be placed side-by-side on the agarose gel for better comparison. The markers giving clear amplicons and subsequent complete or partial digestion will be selected for further validation among F2 progenies and blueberry cultivars to determine their association with the trait.During the subsequent validation experiments with the F2 populations, we may find some plants heterozygous for a particular SNP. Hence, the ability of the respective CAPS markers to distinguish between heterozygotes and homozygotes will also be checked. For this, equal concentrations of DNA samples from two different homozygous plants will be mixed to simulate the heterozygous one and check for digestion patterns.Validation of KASP and CAPS markers in F2 progenies and blueberry accessions.The designed KASP and CAPS markers will be validated initially in F2 progenies from the BNJ16-4 and BNJ16-5 crosses. Leaf samples from young, actively growing blueberry plants will be collected in dry ice, and DNA extraction will be performed with a commercially available plant DNA extraction kit. DNA samples of good quality (quantified by using the Qubit Fluorometer) will be used for the experiments. Marker validation in these crosses will further confirm their association with the respective trait. However, it is important to validate the SNPs in blueberry germplasm with different genetic backgrounds, strengthening the association of the SNP and widening its applicability. For this, we will use 80 widely used blueberry accessions that are growing in the DSU research and outreach center. Several cuttings from these plants will be propagated in 3.5" × 5" small pots and maintained in the greenhouse for use in validation experiments. In addition, 2-year-old plants of the blueberry cultivars that are well adapted to warmer climates will be obtained from local nurseries. Together, about 100 blueberry genotypes with different genetic backgrounds will be used for further validation of the developed markers. To determine their phenotypic response in high-temperature stress conditions, the plants will be subjected to high-temperature stress in the growth room and phenotypically screened for high-temperature stress-tolerance traits, including electrolyte leakage, reactive oxygen species, chlorophyll fluorescence and malondialdehyde content. Newly matured leaves will be used for measuring photosynthetic and physiological parameters. DSU has the required greenhouse and growth chamber facilities that can be used for phenotyping and validation purposes. Once phenotype responses are measured, they will be screened for marker assays to validate their association with the respective SNPs. These validation experiments will help in examining the application of developed markers across genetic backgrounds.

Progress 05/01/24 to 04/30/25

Outputs
Target Audience:-Graduate student Mr. Richmond Appiah presented his research on "Development of Cleaved Amplified Polymorphic Sequence Markers for Climate Resilient Blueberry Breeding Programs" during the International Annual Meeting jointly organized in 2024 by the American Society of Agronomy, the Crop Science Society of America, and the Soil Science Society of America in San Antonio, TX. -The PI of the project gave a oral presentation in small fruits research at fruit and vegetable association meeting at theDelaware Agriculture week. -We presented our blueberry research and projects for high school and middle school students, and local growers as part of the University farm tours and workshops. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?This project helped one of our graduate students learn and develop expertise in developing and optimizing CAPS assays for their application in pre-breeding experiments in crop improvement programs. Further, the project allowed postdoctoral fellows and graduate students to exploit advanced DNA marker technologies, such as KASP markers, for blueberry selection and trait improvement. How have the results been disseminated to communities of interest?- Graduate student Mr. Richmond presented his research on "Development of Cleaved Amplified Polymorphic Sequence Markers for Climate Resilient Blueberry Breeding Programs" during the International Annual Meeting jointly organized in 2024 by the American Society of Agronomy, the Crop Science Society of America, and the Soil Science Society of America in San Antonio, TX. -The PI of the project gave a oral presentation in small fruits research at fruit and vegetable association meeting at theDelaware Agriculture week. -We presented our blueberry research and projects for high school and middle school students, and local growers as part of the University farm tours and workshops. What do you plan to do during the next reporting period to accomplish the goals?As of now, we have evaluated 42 cultivars to assess the phenotype and physiological response. We need additional time to evaluate selected plants from tetraploid crosses and hybrids. We will analyze to find information about the relationship between markers and traits, indicating its efficacy in plant differentiation and selection in crop improvement programs. The extension will also give us time to prepare and publish the manuscripts in peer-reviewed journals.

Impacts
What was accomplished under these goals? - The development of CAPS markers: From the set of 31 initially selected SNPs, 10 CAPS markers were developed. These markers were optimized for their distinct allele profile using two blueberry cultivars and the parental lines. The CAPS markers were then validated in 28 northern highbush, 10 southern highbush, and four rabbiteye cultivars. The markers demonstrated distinct and clear polymorphic bands, suggesting their robustness and ability to reproduce the results. PCA (principal component analysis) using the genotyping profile results from the CAPS assay validation was used to distinguish closely related individuals in groups and to understand the genetic relatedness of blueberry cultivars. The analysis showed high variance, and markers identified close and distant species based on their species and pedigree. - We found a high level of heterozygosity for the first set of 48 developed KASP markers, which were screened on 380 blueberry plants comprising cultivars, wild relatives, and cross progenies. Hence, we decided to create another set of 48 KASP makers to screen previously selected 380 blueberry plants. Together, we developed 96 KASP markers, of which 89 were used in PCA. The PCA plot clearly differentiated wild accessions F1 hybrids, whereas tetraploids and cultivars formed a single cluster. -We evaluated 42 cultivars in the growth chamber for heat stress and studied the relationship between various photosynthetic and chlorophyll fluorescence parameters measured under heat stress conditions. Further analysis is in progress. -Graduate and undergraduate students have got experience and training in the development of DNA markers for breeding purposes.

Publications

  • Type: Peer Reviewed Journal Articles Status: Published Year Published: 2024 Citation: Kulkarni, Krishnanand P., Richmond K. Appiah, Umesh K. Reddy, and Kalpalatha Melmaiee. "Cleaved Amplified Polymorphic Sequence Markers in Horticultural Crops: Current Status and Future Perspectives." Agronomy 14, no. 11 (2024): 2598.


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

Outputs
Target Audience:-Graduate student presented a poster at the Association Research Directors research symposium during April 6-9, 2024, at Nashville, TN. The participants of poster sessions are the target audience. -The post-doctoral research associate who is working in this project also presented a poster in the Plant and Animal Genomics meeting. -The PI of the project gave a oral presentation in small fruits research at fruit and vegetable association meeting at the Delaware Agriculture week in January.? -We presented our blueberry research and projects at a workshoporganized by MANRRS(Minorities in Agriculture, Natural Resources, and Related Sciences) for high school and middle school students held on April 12, 2024. Around 75-100 were touched on that day as they came in multiple groups. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?Post doc associate working in this project attended the 2024 Plant and animal genomics conference and related workshops provided at the conference. PI facilitatedsome workshops focusing on genomicsand sequencing for grad student How have the results been disseminated to communities of interest?Yes, oral talks were given at the fruit and vegetable growers association of Delaware meeting, PI Dr. Melmaiee interacted with growers, Post doc and PI also explained about the importance of climate ready crops to middle and high school students during summer camp. -Graduate student presented a poster at the Association Research Directors research symposium during April 6-9, 2024, at Nashville, TN. The participants of poster sessions are the target audience. We presented our blueberry research and projects at a workshoporganized by MANRRS(Minorities in Agriculture, Natural Resources, and Related Sciences) for high school and middle school students held on April 12, 2024. Around 75-100 were touched on that day as they came in multiple groups. What do you plan to do during the next reporting period to accomplish the goals?1.Validation of developed CAPS markers by screening selected cultivars and cross derivatives for association with high-temperature stress tolerance traits 2.Analysis of the KASP genotyping assays and phenotypic evaluation of plants chosen based on their KASP allele profiles for validation. 3. Continue mentoring and reaching to next generation students and growers around Delaware and Mid-Atlantic region

Impacts
What was accomplished under these goals? 1.The development of CAPS markers: We selected 54 single nucleotide polymorphisms (SNPs) based on their impact on the percentage of phenotypic variation expressed. These SNPs are significantly associated with multiple heat stress tolerance-related traits. By looking at their allele patterns in the parental lines, we shortlisted 31 SNPs and primers, which were designed based on the presence of restriction sites. The primers were optimized for single-band patterns and restriction digestion using two blueberry cultivars and the parental lines. So far, 11 markers provided distinct alleles, which will be screened on other cultivars and cross derivatives for their association with high-temperature stress tolerance traits. 2.To develop KASP markers, we selected SNPs based on their association with phenotypes, explained phenotypic variation, and annotation. This way, we selected 48 SNPs genotyped using 380 blueberry plants comprising cultivars, wild relatives, and cross progenies. We are awaiting the results of the KASP genotyping analysis. Based on the allele profile, plants will be selected for further validation in cross progenies and other available. Throughout the project implementation period, grad student and undergraduate students are getting trained with molecular breeding techniques. As a group we are reaching out to farmers/ growers and middle school, high school and college level students at different avenues as explained in the previous session.

Publications


    Progress 05/01/22 to 04/30/23

    Outputs
    Target Audience:The audience attended fruit session in Fruit and growers' association of Delaware Ag week held at Harrington, Delaware during January 2023. Audience attended the genomics of plant development session, and attendees of poster session during plant and animal genomics conference 2023 at San Diego, CA. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?Post doc associate attended the Plant and animal genomics conference and related workshops provided at the conference. How have the results been disseminated to communities of interest?Yes, oral talks were given at the fruit and vegetable growers association of Delaware meeting, PI Dr. Melmaiee interacted with growers, Post doc and PI also explained about the importance of climate ready crops to middle and high school students during summer camp. What do you plan to do during the next reporting period to accomplish the goals?Optimize protocls in use ofKASP and CAPs markers in blueberry plants and genotypes existing germplasm. Recruitgraduate student and train in this project.

    Impacts
    What was accomplished under these goals? The candidate SNPs were identified which are associated with high temparature stress tolerance. We are in the process of designing the KASP markers and optimization of protocols.

    Publications