Creating Genomic Infrastructure for Mango Breeding

Creating Genomic Infrastructure for Mango Breeding

Creating Genomic Infrastructure for Mango breeding Yuval Cohen Department of Fruit Tree Sciences Volcani Research Center, ARO, Israel X International mango symposium, Punta Cana, June, 2013 Acknowledgements • Dr. Amir Sherman • David Saada • Dr. Ron Ophir • Miri Benita • Mor Rubinstein • Dr. Mazal Ish-Shalom • Michal Sharabi • Dr. Ada Rozen • Ravit Eshed • Funding: Israeli Ministry of Agriculture Introduction • Specific obstacles in mango breeding: – Long juvenile stage – Limited markers and knowledge on heritability – Very low fruit setting. • Mango breeding is primarily based on screening and selection. • Tools to enhance the breeding process are required. The project aim is integration of genetic and genomic approaches for fruit trees and specifically for mango breeding Breeding, maps and resolution World map from the Earth continental maps A satellite view of 16th century Earth Chromosome 8 RG20 RG1 Phenotype and Genetic maps based genome important traits on molecular markers sequencing The project main goals: • Development of a genomic infrastructure for mango using high throughput sequencing • Identification of molecular markers associated with important horticultural traits • Use of the identified markers as a main and early selection tool in our mango breeding project Generating markers for horticultural traits in mango Trait Keitt Tommy Atkins Peal Color Green Red Fibers Almost none Some fibers in flesh Size Large Moderate Harvesting Early Late Season Characterization of the mango transcriptome Keitt cDNA 454 sequencing mixture High throughput sequencing statistics 454 After CAP3 sequencing of analysis Keitt RNA Number of 60,997 contigs 49,717 contigs Contigs Reads/bps 1,329,313 44,845,498 reads bps Average X 17 coverage coverage Length Distribution of contigs Annotating the Mango Transcriptome • 42,000 ORFs were found (out of the 49,000 contigs) • 28,000 were annotated and were mapped using Gene Ontology Biological Processes of Mango Transcriptome Annotations Molecular function of annotated genes High throughput sequencing for mango SNP discovery Keitt cDNA Tommy-Atkins cDNA Illumina Hiseq2000 Mapping to the Mango transcriptome SNPs SNPs SNPsSNPs SNPs SNPs SNPs IndelsSNPs SNPsSNPs SNPs SNPsSSRs SNPs SNPs SNPsSNPs SSRs SNPs SNPs SNPs SNPs SNPsSNPs SNPs SNPs SNPs SNPs SNPsSNPs SNPs SNPsIndels SNPs SNPs SNPsSNPs SNPs SNPs SNPs SNPs SNPsSNPs SNPs SNPs SNPs SNPs SNPsSNPs SNPs SNPs SNPs IndelsSNPs SNPs SNPs Mapping of Keitt and Tomy Atkins transcriptomes using Illumina HiSeq2000 sequencing cDNA MIX Number of Percentage Coverage reads mapped reads Keitt 70,163,264 83.14% X 129 Tommy-Atkins 69,070,018 79.23% X 121 SNP identification using high throughput sequencing Identified Keitt – Tommy Atkins SNPs genotype categories Number of SNPs Both Homozygous 9,390 Homozygous in Keitt and 45,861 heterozygous in Tommy Heterozygous in Keitt and 36,088 homozygous in Tommy Heterozygous in both 38,511 Total identified SNPs 129,850 Germplasm genotyping – Fluidigm platform Germplasm 480 SNP collection assays FLUIDIGM EP SNP call map BD 3/80 Besor 16/36 BD 88/31 Zr 6/2 BD 92/127 BD 3/79 Tango Mora M. laurinia Eduard Glen Haden Yadaee Hardess Winters Brooks Late Tompson “Red” Keitt Keitt BD 1/126 TFE02 (Francis) E10-512 Jubilee Zr 6/6 Maya BD 40/45 Tali Lily BD 77/98 BD 80/58 BD 3/34 BD 3/132 Besor 4/54 BD 4/29 Irwin Southern Blush (Somek-Darom) Manzanillo (Manznio) Gouveia Vallenato Bianto Van Dyke Austin Valencia Pride Feinaro Omer BD 34/83 BD 34/80 Zillate Tomy-Atkins Orli BD 105/142 BD 77/35 Shelly BD 14/63 Agam BD 110/49 BD 110/41 Noa BD 109/136 of SNPs variation in variation of SNPs Gary Mulgova Brindibani Himsagar Has-El-Has Dasheri Langra Num-Doc-Mai Gadong M. odorata M. lauriana Carabao Golek Dolores Oro Olour Madam F Cyber, Rootstock Wally 13/1, Rootstock Subrana-Reka Gaylour Mabruka Kesar Alphonso Payri Sedura Heidi Ratna dendrogram Sindhu R2E2 mango cultivars and accessions cultivars mango Kensington Dot Justin A Jakarta Kent Isis Bs 20/1 Bs 20/26 Facel BD 3/80 Besor 16/36 ) BD 88/31 Zr 6/2 . BD 92/127 BD 3/79 Tango Sps Mora M. laurinia Eduard Philipines Glen , Haden Origin Yadaee Hardess cultivars Mangifera Winters Hawai Brooks Late Tompson “Red” Keitt Keitt BD 1/126 Israeli Breeding Product Breeding Israeli Floridan Austarlailn Origin Indian ( Other Othere TFE02 (Francis) E10-512 Jubilee Zr 6/6 Maya BD 40/45 Tali Lily BD 77/98 BD 80/58 BD 3/34 BD 3/132 Besor 4/54 BD 4/29 Irwin Southern Blush Manzanillo Gouveia Vallenato Bianto Van Dyke Austin Valencia Pride Feinaro Omer BD 34/83 BD 34/80 Zillate Tomy-Atkins Orli BD 105/142 BD 77/35 Shelly BD 14/63 Agam BD 110/49 BD 110/41 Noa BD 109/136 Gary Mulgova Brindibani Himsagar Has-El-Has Dasheri Langra Num-Doc-Mai Gadong M. odorata M. Lauriana Carabao Golek Dolores Oro Olour Madam F Cyber, Rootstock Wally 13/1, Rootstock Subrana-Reka Gaylour Mabruka Kesar Alphonso Payri Sedura Heidi Ratna mango cultivars and accessions cultivars mango Sindhu R2E2 Kensington A dendrogram of SNps variation in variation of SNps A dendrogram Dot Justin Jakarta Kent Isis Bs 20/1 Bs 20/26 Facel Identification of markers for horticultural traits using the germ line collection Identification of specific Phenotypic characterization markers in the germ line of the collection collection Discovery of genetic linkages between markers and traits Use of marker assisted selection in mango breeding Use of molecular markers in mango breeding • Creation and identification of progenies (self/cross) from specific parents. • Generation of specific F1 populations by molecular means. • Generation of molecular TAGs for mango cultivars • Use of molecular markers for early identification of key traits in mango breeding (color, fiberness, aroma, resistance to pathogens) Further analysis will include a larger germplasm and analysis on F2 populations to create a physical genetic map Acknowledgements • Dr. Amir Sherman • David Saada • Dr. Ron Ophir • Miri Benita • Mor Rubinstein • Dr. Mazal Ish-Shalom • Michal Sharabi • Dr. Ada Rozen • Ravit Eshed • Funding: Israeli Ministry of Agriculture .

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