Source: WEST VIRGINIA STATE UNIVERSITY submitted to
GENOME-WIDE ASSOCIATION MAPPING FOR IMPROVING NUTRACEUTICAL TRAITS IN PUMPKIN AND SQUASH
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
TERMINATED
Funding Source
Reporting Frequency
Annual
Accession No.
0230450
Grant No.
2012-38821-20277
Project No.
WVAX-PUMPKIN
Proposal No.
2012-02508
Multistate No.
(N/A)
Program Code
EQ
Project Start Date
Sep 1, 2012
Project End Date
Aug 31, 2016
Grant Year
2012
Project Director
Nimmakayala, P.
Recipient Organization
WEST VIRGINIA STATE UNIVERSITY
PO BOX 1000
INSTITUTE,WV 25112
Performing Department
Agricultural & Environmental Res Station (AERS)
Non Technical Summary
In this proposal, we expand our deliverables to include nutraceutically enriched germplasm accessions for on-farm trials and strategies coupled with marker-assisted selection that result in resistant varieties. These activities, which will be supported by intensive education and outreach that would serve to flow existing varieties and those bred using MAS and other genomics-assisted approaches to pumpkin and squash farming communities in the U.S. Given the importance of pumpkin and squash in fundamental U.S. foods and the feasibility of Cucurbita spp. for high-throughput analysis and manipulation due to their smaller genome sizes, the public investment in pumpkin and squash genomic research is highly justified. Selected germplasm accessions with unique phytonutrient features and desirable fruit traits will be demonstrated for comparative performance and will be recommended to breeders and growers. All information and results of both commercial and academic interest will be shared in public database in dedicated web sites. Students will be trained on breeding, genomics, phytonutrient extraction and quantification, biomedical evaluation and also in extension. A website (http://www.wvpumpkinpark.com/) is already available integrating various activities of pumpkin cultivation, utilization and other outreach activities in the state of West Virginia. The website will be the primary outreach tool for the current project and will serve as a portal to all the deliverables produced in the project. It will be used to keep the public informed about the project and how their tax dollars are being spent. It will also be used to facilitate communication between the project participants and breeders, seed companies, farmers, extension personnel, agribusinesses, and others. Information about on-farm trials conducted will be included here. Demonstration plots of the advanced breeding lines will be established. Information of superior pumpkin and squash cultivars with favorable with enhanced nutraceutical traits and resistance to Fusarium wilt and CPW will be presented. During WVSU field days and at the special WV pumpkin festival, surveys will be conducted to elicit consumer preferences for fruit attributes (including shape, size, skin color and pattern, flesh color and texture, sweetness, flavor and aroma) and nutraceutical traits. On-line leaflets will be created for all appropriate new material that is created in the project. These will support the webinars, videos, and WV pumpkin festival. This resource will facilitate the selection of novel traits for the introgression of exotic germplasm into elite backgrounds. The proposal has possibilities for patents in the discovery of new pumpkin and squash marker panels and introgressed novel accessions for specialty markets with enhanced resistance and nutraceutical traits. We will develop simple horticultural procedures to maintain breeding lines, seed production, taste and flavor panels and cost-effective genomic protocols such as SNP genotyping for pumpkin and squash trait identification.
Animal Health Component
(N/A)
Research Effort Categories
Basic
40%
Applied
30%
Developmental
30%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
2011429104040%
2021429108030%
2031429108110%
2041429108110%
2121429108110%
Goals / Objectives
Among cultivated cucurbit crops, pumpkins and squashes (here onwards, pumpkin and squashes will be jointly referred as "pumpkins" throughout the current proposal) rank highly in levels of health-promoting compounds and demand for these types has increased in U.S. markets. Pumpkins contain very high amounts of lycopene and β-carotene. Because of its function in vitamin A biosynthesis, β-carotene will be of particular interest. In sub-Saharan Africa and the Americas, 17-30% children under age of five are deficient in vitamin A, which results in xerophthalmia (progressive blindness), increased infant morbidity and mortality, and depressed immunological responses. Breeding to increase β-carotene levels in crops has been suggested as a feasible approach for improving dietary vitamin A. Unfortunately, these types of pumpkin have become highly susceptible to cucurbit powdery mildew (CPM) and Fusarium Wilt (FW) when grown in West Virginia and elsewhere in the U.S., and produce consistently lower yields. We propose to use a multi-disciplinary approach to characterize pumpkins for nutraceutical and resistant traits in combination so that the derivative cultivars can not only be grown for greater profit but also have a greater potential to reduce cancer, type II diabetes and cardiovascular diseases. Further, we propose to transfer nutraceutical traits from germplasm accessions into the pumpkins that are locally adaptable using a genomics driven plant-breeding approach. The proposal will address the need for an interdisciplinary approach to integrate cutting edge technologies to impact pumpkin and squash genomics, biomedical investigations and breeding so that value added, high quality and resistant varieties are developed. Students will get opportunities to participate in different disciplines of plant science such as Genetics, Genomics, Biotechnology, Plant Breeding, and Horticulture. Apart from the known important compounds, we wish to explore all other compounds present in pumpkin and allied species using LC-MS Q-TOF (High performance Liquid Chromatography couples with Quadruple Time of Flight mass spectrometer with MS/MS capability). We plan to take advantage of association mapping approach to link the Cucurbita genome with the metabolome. Association mapping and QTL identification through this proposal will open up opportunities for genomic comparisons for various novel phytonutrient traits, fruit quality and resistant traits within and across the important cultivated species of the Cucurbita genus. The current proposal will address the need to integrate modern technologies that can create a set of common tools for marker assisted breeding through the following specific objectives; 1) Germplasm evaluation for yield, fruit quality and resistant traits and advancing accessions with favorable alleles and superior accessions, 2) Development of high-throughput SNP marker platforms for association mapping for location of QTLs/markers of importance 3) Assays for antioxidant properties and for biological activity in cell culture and 4) Integration of extension activities with proposed research.
Project Methods
Evaluation of fruit yield, quality and resistance traits: We propose to conduct phenotypic evaluations of approximately 400 (100 each) C. pepo, C. moschata, C. argyrosperma and C. maxima cultivars with three replications for a number of traits associated with field performance and fruit quality. Sixteen traits measured in the field, ten at harvest, and six after processing would be measured. Plants will be field inoculated and symptoms will be evaluated after four weeks. Metabolome Studies: Metabolomic profiles for flesh of ripe fruits of the association populations will be carried by the Metabolomics Center of University of Illinois. Compound identification will be performed using an LC-MS Q-TOF (High performance Liquid Chromatography couples with Quadruple Time of Flight mass spectrometer with MS/MS capability). This system accurately identifies compounds based on retention time, absorbance values, and molecular weight. Many compounds can be identified by comparing existing metabolomic databases such as MetAlign. Genotyping by Sequencing: Falling sequencing costs and new techniques for reduced genome representations now open the next generation sequencing technique to be utilized for genotyping hundreds of individuals, even when the genome is complex. The method of reducing the genome size or complexity is important for producing the most useful genotyping results; it must reliably sample the same regions across the individuals and preferably will sample DNA randomly dispersed across entire genome. A subset of 3 diverse individuals from each species will be prepared into a PstI RAD library and sequenced. The SNP identification will be performed with samtools/bcftools, a MAQ-style variant calling algorithm. Association mapping, Marker assisted Selection (MAS) and validation of QTLs in mapping populations and other early generation segregants: Once we identify candidate SNPs that are linked to various important traits, MAS and validation will be carried using Infinium platform (Illumina, San Diego, CA). iSelect HD Custom Genotyping BeadChips offer the ability to interrogate SNP genotypes. Assays for antioxidant properties and for biological activity in cell culture using pumpkin fruit extracts: Crude preparations will be made by homogenization of the mesocarp with 80% EtOH and evaporation on a rotary evaporator. The DPPH assay evaluates free radical scavenging. Cell culture: Vascular smooth muscle cell, cardiac muscle cell, adipose cell and established tumor cell lines will be used for the bioassays. Stock solutions of pumpkin extracts will be made by diluting the pumpkin extracts in DMEM. Determination of oxidative damage to proteins: Oxidation of amino acid residues on proteins results in formation of carbonyls that are introduced into protein side chains. These will be measured using the OxiSelect Protein Carbonyl Spectrophotometric Assay (Cosmo-Bio, Tokyo, Japan). Determination of oxidative lipid damage: Oxidative lipid damage will be determined using the AK-170 Lipid Peroxidation Assay to measure MDA in combination with 4-hydroxyalkenals (BIOMOL International, Plymouth Meeting, PA).

Progress 09/01/12 to 08/31/16

Outputs
Target Audience:Local farmers undergraduate and graduate students Cucurbit breeders and Molecular biologists Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?Six undergrad students participated at various levels of the project including genomics, plant breeding and phytochemical evaluation. How have the results been disseminated to communities of interest?A manuscript on whole genome sequence draft is in preparation to be published in the journal Nature Communications. Another manuscript with the results of association mapping of fruit traits is in review in the journal BMC Genomics. We have distributed the best heirloom collections to three local farmers and collected the feedback about their performance in farmers' fields. All the farmers are very happy to grow these collections and they could able to sell in the local markets. What do you plan to do during the next reporting period to accomplish the goals? Nothing Reported

Impacts
What was accomplished under these goals? We field evaluated 300 accessions belonging to various species for three seasons starting from 2011, 2012 and 2013. Various fruit traits and metabolites were characterized. We used genotyping by sequencing to generate 50,000 SNPs and characterized various genomes for selection sweeps, linkage disequilibrium, haplotypes and genome wide genetic diversity across various geographical areas. In addition to SNPs, we developed 2000 DArT markers using microarray technology. We made three different high resolution genetic maps for Cucurbita pepo, Cucurbita moschata and Cucurbita maxima. We developed a high standard genome wide sequence draft for Jack O Lantern, a celebrated pumpkin accession. In addition, we developed a robust transcriptome for seven different tissues across the growth and development of pumpkin plants. Whole genome sequence of Cucurbita pepo was developed using Jack O Lantern variety. Previously developed transcriptome was mapped to whole genome sequence to provide transcriptome support for 21,000 annotated genes. We characterized 78 NBSLRR genes in pumpkin genome that provide resistance to several diseases. We characterized homologues for carotenoid and other nutraceutically important genes in pumpkin genome. We conducted yearly (2011 to 2014) demonstrations in local WV pumpkin festival.

Publications

  • Type: Journal Articles Status: Published Year Published: 2012 Citation: Jagadeeswaran G, Nimmakayala P, Zheng Y, Gowdu K, Reddy UK, Sunkar R (2012) Characterization of the small RNA component of leaves and fruits from four different cucurbit species. BMC genomics 13 (1):329. doi:10.1186/1471-2164-13-329
  • Type: Journal Articles Status: Published Year Published: 2012 Citation: Manohar S., Jagadeeswaran G., Nimmakayala P., Tomason Y., Almeida A., Sunkar R., Levi A., Reddy UK. (2012) Dynamic regulation of novel and conserved miRNAs across various tissues of diverse Cucurbit species. Plant Mol. Biol. Rep ;31 335-343
  • Type: Journal Articles Status: Published Year Published: 2015 Citation: Paris HS, Doron-Faigenboim A, Reddy UK, Donahoo R, Levi A (2015) Genetic relationships in Cucurbita pepo (pumpkin, squash, gourd) as viewed with high frequency oligonucleotidetargeting active gene (HFOTAG) markers. Genetic Resources and Crop Evolution 62 (7):1095-1111. doi:10.1007/s10722-015-0218-6
  • Type: Journal Articles Status: Other Year Published: 2017 Citation: Padma Nimmakayala, Umesh K. Reddy, Thangasamy Saminathan, Yan Tomason, Harry Paris and Amnon Levi. 2016. Whole genome sequence for Cucurbita pepo. Nature Communications (in preparation)
  • Type: Journal Articles Status: Other Year Published: 2017 Citation: Padma Nimmakayala, Umesh K. Reddy, Thangasamy Saminathan, Yan Tomason, Harry Paris and Amnon Levi. 2016. DArT markers for Cucurbita phylogenies and association mapping. The Plant Genome (in preparation)


Progress 09/01/14 to 08/31/15

Outputs
Target Audience:Local farmers undergraduate and graduate students Cucurbit breeders and Molecular biologists Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?All the students working in this project are getting trained in various filed activities like planting, selfing, crossing and data collection for various fruit traits. Besides field activities, some of the graduatestudents were involved in genotyping and GWAS analysis. How have the results been disseminated to communities of interest?We have distributed the best heirloom collections to three local farmers and collected the feedback about their performance in farmers' fields. All the farmers are very happy to grow these collections and they could able to sell in the local markets. A manuscript on whole genome sequence draft is in preparation to be published in the journal Nature Genetics. Another manuscript on association mapping of fruit traits is in review in the journal BMC Genomics. What do you plan to do during the next reporting period to accomplish the goals?1.Comparative genomics with the other cucurbit genomes such as watermelon, melon and cucumber. This part of comparative genomic research will produce very useful tools to understand synteny among various cucurbits 2. Publish the draft sequence ofthe Pumpkin whole genome sequence and provide the sequence for public use.

Impacts
What was accomplished under these goals? As per the objectives, we have developed SNPs, genetic maps, molecular markers linked to various fruit traits and nutraceutical traits. We also identified multiple gene recombinants for various important molecular markers. We evaluated 300 accessions belonging to various species for three seasons in the field. Various fruit traits and metabolites were characterized. We used genotyping by sequencing to generate SNPs and characterized various genomes for selection sweeps, linkage disequilibrium, haplotypes and genome wide genetic diversity across various geographical areas. Our genotyping by sequencing technique was very efficient that produced 50,000 SNPs covering entire genome. In addition to SNPs, we developed 2000 DArT markers using microarray technology. The genetic map made using C. pepo and C. moschata spans 1800cM with 20 linkage groups and aligns to 80% of the sequenced genomes. We have already initiated whole genome sequencing of Jack O Lantern. In addition, we developed a robust transcriptome for seven different tissues across various developmental stages of pumpkin plants. We conducted demonstrations in local farmer's fields and also WV pumpkin festival. Currently, we are performing comparative genomics with the other cucurbit genomes such as watermelon, melon and cucumber.

Publications


    Progress 09/01/13 to 08/31/14

    Outputs
    Target Audience: Local farmers undergraduate and graduate students Plant breeders and Molecular biologists Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided? Graduate and undergraduate students participated at various levels of the project including genomics, plant breeding and biomedical investigation. How have the results been disseminated to communities of interest? We have distributed the best heirloom collections to three local farmers and collected the feedback about their performance in farmers' fields. All the farmers are very happy to grow these collections and they could able to sell in the local markets. We will be repeating this by involving large number farmers in the next season. A manuscript on whole genome sequence draft is in preparation to be published in the journal Nature Genetics. Another manuscript on association mapping of fruit traits is in review in the journal BMC Genomics. What do you plan to do during the next reporting period to accomplish the goals? GWAS (Genome Wide Association analysis) is currently in progress to identify genes for various fruit traits and metabolite levels in the fruits. Breeding populations are being advanced that will yield value added pumpkin varieties. Whole genome sequencing and transciptome analysis is in progress.

    Impacts
    What was accomplished under these goals? We evaluated 300 accessions belonging to various species for three seasons in the field starting from 2011, 2012 and 2013. Various fruit traits and metabolites were characterized. We used genotyping by sequencing to generate 13,000 SNPs and characterized various genomes for selection sweeps, linkage disequilibrium, haplotypes and genome wide genetic diversity across various geographical areas. In addition to SNPs, we developed 2000 DArT markers using microarray technology. We made three different high resolution genetic maps for Cucurbita pepo, Cucurbita moschata and Cucurbita maxima. We developed a high standard genome wide sequence draft for Jack O Lantern, a celebrated pumpkin accession. In addition, we developed a robust transcriptome for seven different tissues across various developmental stages of pumpkin plants. We conducted demonstrations in local farmer’s fields and also WV pumpkin festival.

    Publications

    • Type: Conference Papers and Presentations Status: Published Year Published: 2013 Citation: Dalton HL, Reddy UK, Manohar S, Tomason Y, Levi A, Nimmakayala P. 2013. Differential expression of miRNA across the grafted tissues collected from heterografts involving different genera of Cucurbitaceae family. International Plant & Animal Genome XXI Conference, January 12-16, 2013- San Diego, CA (oral presentation)


    Progress 09/01/12 to 08/31/13

    Outputs
    Target Audience: Local farmers undergraduate and graduate students Plant breeders Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided? All the students working in this project are getting trained in various filed activities like planting, selfing, crossing and data collection for various fruit traits. Besides field activities, some of the students are involved in DNA and RNA extraction of these germplasm lines. How have the results been disseminated to communities of interest? We have distributed the best heirloom collectionsto three local farmers and collected the feedback about their performance in farmers’ fields. All the farmers are very happy to grow these collections and they could able to sell in the local markets. We will be repeating this by involing large number farmersin the next season. What do you plan to do during the next reporting period to accomplish the goals? Generating large number of SNP markers and perform association mapping for location of QTLs/markers for metabolome diversity and nutraceutically important traits. Fruit quality analysis will be performed by estimating various metabolites like lycopene, beta carotene and other novel phytonutrient traits across the important cultivated species of the Cucurbita genus.

    Impacts
    What was accomplished under these goals? 1) Germplasm evaluation for yield, fruit quality and resistant traits and advancing accessions with favorable alleles and superior accessions: We have studied the phylogenetic relationships among four wild and five domesticated species of Cucurbita. We have collected 267 accessions belonging to all representative Cucurbita species (C. maxima, C.pepo, C.moschata, C.argyrosperma) and collected data for various fruit traits. The genetic and evolutionary relationships have been resolved among these species using 1200 DArT markers. We used a population genetic software STRUCTURE (v2.3.2) to resolve the species into sub populations using the genome wide SNPs. Based on Delta K across the clusters, we noted that the Cucurbita spp. collections in our study have 8 (K-8) sub-clusters. This analysis also provided evidence on breeding histories based on shared ancestries. 2) Development of high-throughput SNP marker platforms for association mapping for location of QTLs/markers of importance We performed association mapping using General Linear Model (GLM) and Mixed Linear Model (MLM) modules with shared ancestry (Q-matrix) across the two growing seasons (2010 and 2011). A total of 25 DArT markers were found to be associated with the fruit weight, 20 DArT markers with fruit shape, 10 DArTs for fruit length, 10 DArTs for fruit diameter and 9DArTs for soluble solids . Most of the DArTs were found to be species specific and some of the DArTs were also cohybridized in several species. This is the first QTL identification study using association mapping approach in the four cultivated species of Cucurbita genus. Currently SNPs are being generated using Genotyping by sequencing approach to have increased power of QTL detection.

    Publications

    • Type: Theses/Dissertations Status: Submitted Year Published: 2012 Citation: Lee Dalton.2012.Differential expression of miRNA across the grafted tissues collected from heterografts involving different genera of Cucurbitaceae family. Tomason Y, Vajja G, Levi A, Reddy UK AND Nimmakayala P. 2013.DArT Markers for Cucurbita Phylogenies and Association Mapping. International Plant & Animal Genome XXI Conference, January 12-16, 2013-San Diego, CA.