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Kaur B, Garcha KS, Sandhu JS, Sharma M, Dhatt AS. Interspecific hybridization for transfer of hull-less seed trait from Cucurbita pepo to C. moschata. Sci Rep 2023; 13:4627. [PMID: 36944656 PMCID: PMC10030865 DOI: 10.1038/s41598-023-29935-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Accepted: 02/13/2023] [Indexed: 03/23/2023] Open
Abstract
Hull-less seed trait is preferred by nut and oil industries worldwide for snacking and oil extraction as it evades the expensive decorticating (dehulling) process. This seed trait is available in C. pepo only, which has small seed cavity, sensitive to various biotic and abiotic stresses, and restricted to temperate regions for cultivation. Contrarily, the related species C. moschata has wider adaptability, disease tolerance and high seed yield. Therefore, attempt was made to transfer this trait into C. moschata through conventional pollination and ovule culture using four parents of hull-less C. pepo and six of hulled C. moschata. Through conventional approach, few viable F1 seeds (12-23) were obtained by using C. pepo as female parent, but in three crosses (HLP36 × HM1343, HLP36 × HM1022 and HLP44 × HM1022) only, whereas, its use as male parent was not successful. This incompatibility issue of reciprocals was resolved through ovule culture of C. moschata genotypes HM1343 and HM6711 after 17 to 19 days of pollination with C. pepo genotypes HLP53 and HLP72, respectively. The hybridity of interspecific crosses was confirmed through SSR markers (alleles inherited from both the parents), morphological characters and micromorphological leaf traits (differed from both the parents). The successful transfer through interspecific hybridization was further established with the presence of hull-less seed in fruits of F2 populations. Outcome of this study would pave the way for enhancing the productivity and multi-season cultivation of snack-seeded pumpkin even in subtropical and tropical regions.
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Affiliation(s)
- Barinder Kaur
- Department of Vegetable Science, Punjab Agricultural University, Ludhiana, 141004, India
| | - Karmvir Singh Garcha
- Department of Vegetable Science, Punjab Agricultural University, Ludhiana, 141004, India
| | - Jagdeep Singh Sandhu
- School of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, 141004, India
| | - Madhu Sharma
- Department of Vegetable Science, Punjab Agricultural University, Ludhiana, 141004, India
| | - Ajmer Singh Dhatt
- Directorate of Research, Punjab Agricultural University, Ludhiana, 141004, India.
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GWAS Reveals a Novel Candidate Gene CmoAP2/ERF in Pumpkin ( Cucurbita moschata) Involved in Resistance to Powdery Mildew. Int J Mol Sci 2022; 23:ijms23126524. [PMID: 35742978 PMCID: PMC9223685 DOI: 10.3390/ijms23126524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/08/2022] [Accepted: 06/08/2022] [Indexed: 12/10/2022] Open
Abstract
Pumpkin (Cucurbita moschata Duchesne ex Poir.) is a multipurpose cash crop rich in antioxidants, minerals, and vitamins; the seeds are also a good source of quality oils. However, pumpkin is susceptible to the fungus Podosphaera xanthii, an obligate biotrophic pathogen, which usually causes powdery mildew (PM) on both sides of the leaves and reduces photosynthesis. The fruits of infected plants are often smaller than usual and unpalatable. This study identified a novel gene that involves PM resistance in pumpkins through a genome-wide association study (GWAS). The allelic variation identified in the CmoCh3G009850 gene encoding for AP2-like ethylene-responsive transcription factor (CmoAP2/ERF) was proven to be involved in PM resistance. Validation of the GWAS data revealed six single nucleotide polymorphism (SNP) variations in the CmoAP2/ERF coding sequence between the resistant (IT 274039 [PMR]) and the susceptible (IT 278592 [PMS]). A polymorphic marker (dCAPS) was developed based on the allelic diversity to differentiate these two haplotypes. Genetic analysis in the segregating population derived from PMS and PMR parents provided evidence for an incomplete dominant gene-mediated PM resistance. Further, the qRT-PCR assay validated the elevated expression of CmoAP2/ERF during PM infection in the PMR compared with PMS. These results highlighted the pivotal role of CmoAP2/ERF in conferring resistance to PM and identifies it as a valuable molecular entity for breeding resistant pumpkin cultivars.
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Parvathi MS, Antony PD, Kutty MS. Multiple Stressors in Vegetable Production: Insights for Trait-Based Crop Improvement in Cucurbits. FRONTIERS IN PLANT SCIENCE 2022; 13:861637. [PMID: 35592574 PMCID: PMC9111534 DOI: 10.3389/fpls.2022.861637] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 03/14/2022] [Indexed: 06/15/2023]
Abstract
Vegetable production is a key determinant of contribution from the agricultural sector toward national Gross Domestic Product in a country like India, the second largest producer of fresh vegetables in the world. This calls for a careful scrutiny of the threats to vegetable farming in the event of climate extremes, environmental degradation and incidence of plant pests/diseases. Cucurbits are a vast group of vegetables grown almost throughout the world, which contribute to the daily diet on a global scale. Increasing food supply to cater to the ever-increasing world population, calls for intensive, off-season and year-round cultivation of cucurbits. Current situation predisposes these crops to a multitude of stressors, often simultaneously, under field conditions. This scenario warrants a systematic understanding of the different stress specific traits/mechanisms/pathways and their crosstalk that have been examined in cucurbits and identification of gaps and formulation of perspectives on prospective research directions. The careful dissection of plant responses under specific production environments will help in trait identification for genotype selection, germplasm screens to identify superior donors or for direct genetic manipulation by modern tools for crop improvement. Cucurbits exhibit a wide range of acclimatory responses to both biotic and abiotic stresses, among which a few like morphological characters like waxiness of cuticle; primary and secondary metabolic adjustments; membrane thermostability, osmoregulation and, protein and reactive oxygen species homeostasis and turnover contributing to cellular tolerance, appear to be common and involved in cross talk under combinatorial stress exposures. This is assumed to have profound influence in triggering system level acclimation responses that safeguard growth and metabolism. The possible strategies attempted such as grafting initiatives, molecular breeding, novel genetic manipulation avenues like gene editing and ameliorative stress mitigation approaches, have paved way to unravel the prospects for combined stress tolerance. The advent of next generation sequencing technologies and big data management of the omics output generated have added to the mettle of such emanated concepts and ideas. In this review, we attempt to compile the progress made in deciphering the biotic and abiotic stress responses of cucurbits and their associated traits, both individually and in combination.
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Affiliation(s)
- M. S. Parvathi
- Department of Plant Physiology, College of Agriculture Vellanikkara, Kerala Agricultural University, Thrissur, India
| | - P. Deepthy Antony
- Centre for Intellectual Property Rights, Technology Management and Trade, College of Agriculture Vellanikkara, Kerala Agricultural University, Thrissur, India
| | - M. Sangeeta Kutty
- Department of Vegetable Science, College of Agriculture Vellanikkara, Kerala Agricultural University, Thrissur, India
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Margaritopoulou T, Kizis D, Kotopoulis D, Papadakis IE, Anagnostopoulos C, Baira E, Termentzi A, Vichou AE, Leifert C, Markellou E. Enriched HeK4me3 marks at Pm-0 resistance-related genes prime courgette against Podosphaera xanthii. PLANT PHYSIOLOGY 2022; 188:576-592. [PMID: 34597395 PMCID: PMC8774738 DOI: 10.1093/plphys/kiab453] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 08/30/2021] [Indexed: 06/13/2023]
Abstract
Powdery mildew (PM) disease, caused by the obligate biotrophic fungal pathogen Podosphaera xanthii, is the most reported and destructive disease on cultivated Cucurbita species all over the world. Recently, the appearance of highly aggressive P. xanthii isolates has led to PM outbreaks even in resistant crops, making disease management a very difficult task. To challenge this, breeders rely on genetic characteristics for PM control. Analysis of commercially available intermediate resistance courgette (Cucurbita pepo L. var. cylindrica) varieties using cytological, molecular, and biochemical approaches showed that the plants were under a primed state and induced systemic acquired resistance (SAR) responses, exhibiting enhanced callose production, upregulation of salicylic acid (SA) defense signaling pathway genes, and accumulation of SA and defense metabolites. Additionally, the intermediate resistant varieties showed an altered epigenetic landscape in histone marks that affect transcriptional activation. We demonstrated that courgette plants had enriched H3K4me3 marks on SA-BINDING PROTEIN 2 and YODA (YDA) genes of the Pm-0 interval introgression, a genomic region that confers resistant to Cucurbits against P. xanthii. The open chromatin of SA-BINDING PROTEIN 2 and YDA genes was consistent with genes' differential expression, induced SA pathway, altered stomata characteristics, and activated SAR responses. These findings demonstrate that the altered epigenetic landscape of the intermediate resistant varieties modulates the activation of SA-BINDING PROTEIN 2 and YDA genes leading to induced gene transcription that primes courgette plants.
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Affiliation(s)
- Theoni Margaritopoulou
- Scientific Directorate of Phytopathology, Benaki Phytopathological Institute, Athens 14561, Greece
| | - Dimosthenis Kizis
- Scientific Directorate of Phytopathology, Benaki Phytopathological Institute, Athens 14561, Greece
| | - Dimitris Kotopoulis
- Scientific Directorate of Phytopathology, Benaki Phytopathological Institute, Athens 14561, Greece
| | - Ioannis E Papadakis
- Faculty of Crop Science, Agricultural University of Athens, Athens 11855, Greece
| | - Christos Anagnostopoulos
- Scientific Directorate of Pesticides' Assessment & Phytopharmacy, Benaki Phytopathological Institute, Athens 14561, Greece
| | - Eirini Baira
- Scientific Directorate of Pesticides' Assessment & Phytopharmacy, Benaki Phytopathological Institute, Athens 14561, Greece
| | - Aikaterini Termentzi
- Scientific Directorate of Pesticides' Assessment & Phytopharmacy, Benaki Phytopathological Institute, Athens 14561, Greece
| | - Aikaterini-Eleni Vichou
- Scientific Directorate of Phytopathology, Benaki Phytopathological Institute, Athens 14561, Greece
| | - Carlo Leifert
- SCU Plant Science, Southern Cross University, Lismore, Australia
- Department of Nutrition, IMB, University of Oslo, Oslo 0372, Norway
| | - Emilia Markellou
- Scientific Directorate of Phytopathology, Benaki Phytopathological Institute, Athens 14561, Greece
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Grumet R, McCreight JD, McGregor C, Weng Y, Mazourek M, Reitsma K, Labate J, Davis A, Fei Z. Genetic Resources and Vulnerabilities of Major Cucurbit Crops. Genes (Basel) 2021; 12:1222. [PMID: 34440396 PMCID: PMC8392200 DOI: 10.3390/genes12081222] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 07/27/2021] [Accepted: 08/05/2021] [Indexed: 11/16/2022] Open
Abstract
The Cucurbitaceae family provides numerous important crops including watermelons (Citrullus lanatus), melons (Cucumis melo), cucumbers (Cucumis sativus), and pumpkins and squashes (Cucurbita spp.). Centers of domestication in Africa, Asia, and the Americas were followed by distribution throughout the world and the evolution of secondary centers of diversity. Each of these crops is challenged by multiple fungal, oomycete, bacterial, and viral diseases and insects that vector disease and cause feeding damage. Cultivated varieties are constrained by market demands, the necessity for climatic adaptations, domestication bottlenecks, and in most cases, limited capacity for interspecific hybridization, creating narrow genetic bases for crop improvement. This analysis of crop vulnerabilities examines the four major cucurbit crops, their uses, challenges, and genetic resources. ex situ germplasm banks, the primary strategy to preserve genetic diversity, have been extensively utilized by cucurbit breeders, especially for resistances to biotic and abiotic stresses. Recent genomic efforts have documented genetic diversity, population structure, and genetic relationships among accessions within collections. Collection size and accessibility are impacted by historical collections, current ability to collect, and ability to store and maintain collections. The biology of cucurbits, with insect-pollinated, outcrossing plants, and large, spreading vines, pose additional challenges for regeneration and maintenance. Our ability to address ongoing and future cucurbit crop vulnerabilities will require a combination of investment, agricultural, and conservation policies, and technological advances to facilitate collection, preservation, and access to critical Cucurbitaceae diversity.
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Affiliation(s)
- Rebecca Grumet
- Department of Horticulture, Michigan State University, East Lansing, MI 48824, USA
| | - James D. McCreight
- USDA, ARS, Crop Improvement and Protection Research Unit, Salinas, CA 93905, USA;
| | - Cecilia McGregor
- Department of Horticulture and Institute of Plant Breeding, Genetics & Genomics, University of Georgia, Athens, GA 30602, USA;
| | - Yiqun Weng
- USDA-ARS Vegetable Crops Research Unit, Madison, WI 53706, USA;
| | - Michael Mazourek
- School of Integrative Plant Science, Plant Breeding & Genetics Section, Cornell University, Ithaca, NY 14853, USA;
| | - Kathleen Reitsma
- North Central Regional Plant Introduction Station, Iowa State University, Ames, IA 50014, USA;
| | - Joanne Labate
- Plant Genetic Resources Unit, United States Department of Agriculture, Agricultural Research Service, Geneva, NY 14456, USA;
| | - Angela Davis
- Sakata Seed America, Inc., Woodland, CA 95776, USA;
| | - Zhangjun Fei
- Boyce Thompson Institute, Cornell University, Ithaca, NY 14853, USA;
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Wang Y, Qi C, Luo Y, Zhang F, Dai Z, Li M, Qu S. Identification and mapping of CpPM10.1, a major gene involved in powdery mildew (race 2 France of Podosphaera xanthii) resistance in zucchini (Cucurbita pepo L.). TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2021; 134:2531-2545. [PMID: 33914112 DOI: 10.1007/s00122-021-03840-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 04/17/2021] [Indexed: 06/12/2023]
Abstract
Powdery mildew resistance in zucchini is controlled by one major dominant locus, CpPM10.1. CpPM10.1 was fine mapped. The expression of candidate gene Cp4.1LG10g02780 in resistant individuals was significantly upregulated after inoculation with the powdery mildew. Powdery mildew (PM) is one of the most destructive fungal diseases, reducing the productivity of Cucurbita crops globally. PM influences the photosynthesis, growth and development of infected zucchini and seriously reduces fruit yield and quality. In the present study, the zucchini inbred line 'X10' had highly stable PM resistance, and the inbred line 'Jin234' was highly susceptible to PM in the seedling stage and adult stages. Genetic analysis revealed that PM resistance in 'X10' is controlled by one major dominant locus. Based on the strategy of QTL-seq combined with linkage analysis and developed molecular markers, the major locus was found to be located in a 382.9-kb candidate region on chromosome 10; therefore, the major locus was named CpPM10.1. Using 1,400 F2 individuals derived from a cross between 'X10' and 'JIN234' and F2:3 offspring of the recombinants, the CpPM10.1 locus was defined in a region of approximately 20.9 kb that contained 5 coding genes. Among them, Cp4.1LG10g02780 contained a conserved domain (RPW8), which controls resistance to a broad range of PM pathogens. Cp4.1LG10g02780 also had nonsynonymous SNPs between the resistant 'X10' and susceptible 'Jin234.' Furthermore, the expression of Cp4.1LG10g02780 was strongly positively involved in PM resistance in the key period of inoculation. Further allelic diversity analysis in zucchini germplasm resources indicated that PM resistance was associated with two SNPs in the Cp4.1LG10g02780 RPW8 domain. This study not only provides highly stable PM resistance gene resources for cucurbit crops but also lays the foundation for the functional analysis of PM resistance and resistance breeding in zucchini.
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Affiliation(s)
- Yunli Wang
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture and Rural Affairs, Northeast Agricultural University, Harbin, 150030, China
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, 150030, China
| | - Cong Qi
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture and Rural Affairs, Northeast Agricultural University, Harbin, 150030, China
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, 150030, China
| | - Yusong Luo
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture and Rural Affairs, Northeast Agricultural University, Harbin, 150030, China
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, 150030, China
| | - Feng Zhang
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture and Rural Affairs, Northeast Agricultural University, Harbin, 150030, China
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, 150030, China
| | - Zuyun Dai
- Anhui Jianghuai Horticulture Seeds Corporation Limited, Hefei, 230031, China
| | - Man Li
- Anhui Jianghuai Horticulture Seeds Corporation Limited, Hefei, 230031, China
| | - Shuping Qu
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture and Rural Affairs, Northeast Agricultural University, Harbin, 150030, China.
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, 150030, China.
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Martínez-González C, Castellanos-Morales G, Barrera-Redondo J, Sánchez-de la Vega G, Hernández-Rosales HS, Gasca-Pineda J, Aguirre-Planter E, Moreno-Letelier A, Escalante AE, Montes-Hernández S, Lira-Saade R, Eguiarte LE. Recent and Historical Gene Flow in Cultivars, Landraces, and a Wild Taxon of Cucurbita pepo in Mexico. Front Ecol Evol 2021. [DOI: 10.3389/fevo.2021.656051] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Gene flow among crops and their wild relatives is an active study area in evolutionary biology and horticulture, because genetic exchange between them may impact their evolutionary trajectories and increase the genetic variation of the cultivated lineages. Mexico is a center of diversity for the genus Cucurbita that includes pumpkins, squash and gourds. Gene flow between domesticated and wild species has been reported as common in Cucurbita; but gene flow among populations of C. pepo ssp. pepo from Mexico and its wild relative has not been studied. We used 2,061 SNPs, derived from tunable genotyping by sequencing (tGBS) to estimate gene flow among 14 Mexican traditional landraces of C. pepo ssp. pepo, also including individuals from five improved cultivars of C. pepo ssp. pepo and C. pepo ssp. ovifera var. ovifera, and individuals of their wild relative C. pepo ssp. fraterna. We found moderate to high levels of genetic diversity, and low to moderate genetic differentiation. In the test of introgression between lineages, we found that all possible arrangements for ancestral and derived sites between the lineages showed similar frequencies; thus, incomplete lineage sorting, but also gene flow, might be taking place in C. pepo. Overall, our results suggest that gene flow between these subspecies and cultigens, incomplete lineage sorting and the retention of ancestral characters shaped the evolutionary trajectory of C. pepo in its area of origin and diversification. In addition, we found evidence of the use of Mexican landraces as genetic material for the improvement of commercial cultivars. The landraces of Mexico are an important source of genetic diversity for C. pepo, which has been preserved both by management practices of small farmers and by the natural gene flow that exists between the different crop fields of the region.
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Barrera-Redondo J, Sánchez-de la Vega G, Aguirre-Liguori JA, Castellanos-Morales G, Gutiérrez-Guerrero YT, Aguirre-Dugua X, Aguirre-Planter E, Tenaillon MI, Lira-Saade R, Eguiarte LE. The domestication of Cucurbita argyrosperma as revealed by the genome of its wild relative. HORTICULTURE RESEARCH 2021; 8:109. [PMID: 33931618 PMCID: PMC8087764 DOI: 10.1038/s41438-021-00544-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 03/03/2021] [Accepted: 03/14/2021] [Indexed: 05/06/2023]
Abstract
Despite their economic importance and well-characterized domestication syndrome, the genomic impact of domestication and the identification of variants underlying the domestication traits in Cucurbita species (pumpkins and squashes) is currently lacking. Cucurbita argyrosperma, also known as cushaw pumpkin or silver-seed gourd, is a Mexican crop consumed primarily for its seeds rather than fruit flesh. This makes it a good model to study Cucurbita domestication, as seeds were an essential component of early Mesoamerican diet and likely the first targets of human-guided selection in pumpkins and squashes. We obtained population-level data using tunable Genotype by Sequencing libraries for 192 individuals of the wild and domesticated subspecies of C. argyrosperma across Mexico. We also assembled the first high-quality wild Cucurbita genome. Comparative genomic analyses revealed several structural variants and presence/absence of genes related to domestication. Our results indicate a monophyletic origin of this domesticated crop in the lowlands of Jalisco. We found evidence of gene flow between the domesticated and wild subspecies, which likely alleviated the effects of the domestication bottleneck. We uncovered candidate domestication genes that are involved in the regulation of growth hormones, plant defense mechanisms, seed development, and germination. The presence of shared selected alleles with the closely related species Cucurbita moschata suggests domestication-related introgression between both taxa.
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Affiliation(s)
- Josué Barrera-Redondo
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Circuito Exterior s/n Anexo al Jardín Botánico, 04510, Ciudad de México, México.
| | - Guillermo Sánchez-de la Vega
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Circuito Exterior s/n Anexo al Jardín Botánico, 04510, Ciudad de México, México
| | - Jonás A Aguirre-Liguori
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA, 92697, USA
| | - Gabriela Castellanos-Morales
- Departamento de Conservación de la Biodiversidad, El Colegio de la Frontera Sur, Villahermosa, Carretera Villahermosa-Reforma km 15.5 Ranchería El Guineo 2ª sección, 86280, Villahermosa, Tabasco, México
| | - Yocelyn T Gutiérrez-Guerrero
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Circuito Exterior s/n Anexo al Jardín Botánico, 04510, Ciudad de México, México
| | - Xitlali Aguirre-Dugua
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Circuito Exterior s/n Anexo al Jardín Botánico, 04510, Ciudad de México, México
| | - Erika Aguirre-Planter
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Circuito Exterior s/n Anexo al Jardín Botánico, 04510, Ciudad de México, México
| | - Maud I Tenaillon
- Génétique Quantitative et Evolution - Le Moulon, Université Paris-Saclay, Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement, Centre National de la Recherche Scientifique, AgroParisTech, Gif-sur-Yvette, 91190, France
| | - Rafael Lira-Saade
- UBIPRO, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Av. de los Barrios #1, Col. Los Reyes Iztacala, Tlalnepantla, Edo. de Mex, 54090, México.
| | - Luis E Eguiarte
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Circuito Exterior s/n Anexo al Jardín Botánico, 04510, Ciudad de México, México.
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Vogel G, LaPlant KE, Mazourek M, Gore MA, Smart CD. A combined BSA-Seq and linkage mapping approach identifies genomic regions associated with Phytophthora root and crown rot resistance in squash. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2021; 134:1015-1031. [PMID: 33388885 DOI: 10.1007/s00122-020-03747-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 12/05/2020] [Indexed: 06/12/2023]
Abstract
Two QTL mapping approaches were used to identify a total of six QTL associated with Phytophthora root and crown rot resistance in a biparental squash population. Phytophthora root and crown rot, caused by the soilborne oomycete pathogen Phytophthora capsici, leads to severe yield losses in squash (Cucurbita pepo). To identify quantitative trait loci (QTL) involved in resistance to this disease, we crossed a partially resistant squash breeding line with a susceptible zucchini cultivar and evaluated over 13,000 F2 seedlings in a greenhouse screen. Bulked segregant analysis with whole genome resequencing (BSA-Seq) resulted in the identification of five genomic regions-on chromosomes 4, 5, 8, 12, and 16-featuring significant allele frequency differentiation between susceptible and resistant bulks in each of two independent replicates. In addition, we conducted linkage mapping using a population of 176 F3 families derived from individually genotyped F2 individuals. Variation in disease severity among these families was best explained by a four-QTL model, comprising the same loci identified via BSA-Seq on chromosomes 4, 5, and 8 as well as an additional locus on chromosome 19, for a combined total of six QTL identified between both methods. Loci, whether those identified by BSA-Seq or linkage mapping, were of small-to-moderate effect, collectively accounting for 28-35% and individually for 2-10% of the phenotypic variance explained. However, a multiple linear regression model using one marker in each BSA-Seq QTL could predict F2:3 disease severity with only a slight drop in cross-validation accuracy compared to genomic prediction models using genome-wide markers. These results suggest that marker-assisted selection could be a suitable approach for improving Phytophthora crown and root rot resistance in squash.
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Affiliation(s)
- Gregory Vogel
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, 14853, USA
- Plant Pathology and Plant-Microbe Biology Section, School of Integrative Plant Science, Cornell University, Geneva, NY, 14456, USA
| | - Kyle E LaPlant
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, 14853, USA
| | - Michael Mazourek
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, 14853, USA
| | - Michael A Gore
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, 14853, USA
| | - Christine D Smart
- Plant Pathology and Plant-Microbe Biology Section, School of Integrative Plant Science, Cornell University, Geneva, NY, 14456, USA.
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Hernandez CO, Wyatt LE, Mazourek MR. Genomic Prediction and Selection for Fruit Traits in Winter Squash. G3 (BETHESDA, MD.) 2020; 10:3601-3610. [PMID: 32816923 PMCID: PMC7534422 DOI: 10.1534/g3.120.401215] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Accepted: 07/21/2020] [Indexed: 11/20/2022]
Abstract
Improving fruit quality is an important but challenging breeding goal in winter squash. Squash breeding in general is resource-intensive, especially in terms of space, and the biology of squash makes it difficult to practice selection on both parents. These restrictions translate to smaller breeding populations and limited use of greenhouse generations, which in turn, limit genetic gain per breeding cycle and increases cycle length. Genomic selection is a promising technology for improving breeding efficiency; yet, few studies have explored its use in horticultural crops. We present results demonstrating the predictive ability of whole-genome models for fruit quality traits. Predictive abilities for quality traits were low to moderate, but sufficient for implementation. To test the use of genomic selection for improving fruit quality, we conducted three rounds of genomic recurrent selection in a butternut squash (Cucurbita moschata) population. Selections were based on a fruit quality index derived from a multi-trait genomic selection model. Remnant seed from selected populations was used to assess realized gain from selection. Analysis revealed significant improvement in fruit quality index value and changes in correlated traits. This study is one of the first empirical studies to evaluate gain from a multi-trait genomic selection model in a resource-limited horticultural crop.
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Affiliation(s)
- Christopher O Hernandez
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY
| | - Lindsay E Wyatt
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY
| | - Michael R Mazourek
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY
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11
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Nguyen NN, Kim M, Jung JK, Shim EJ, Chung SM, Park Y, Lee GP, Sim SC. Genome-wide SNP discovery and core marker sets for assessment of genetic variations in cultivated pumpkin ( Cucurbita spp.). HORTICULTURE RESEARCH 2020; 7:121. [PMID: 32821404 PMCID: PMC7395168 DOI: 10.1038/s41438-020-00342-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Revised: 05/19/2020] [Accepted: 05/24/2020] [Indexed: 05/24/2023]
Abstract
Three pumpkin species Cucurbita maxima, C. moschata, and C. pepo are commonly cultivated worldwide. To identify genome-wide SNPs in these cultivated pumpkin species, we collected 48 F1 cultivars consisting of 40 intraspecific hybrids (15 C. maxima, 18 C. moschata, and 7 C. pepo) and 8 interspecific hybrids (C. maxima x C. moschata). Genotyping by sequencing identified a total of 37,869 confident SNPs in this collection. These SNPs were filtered to generate a subset of 400 SNPs based on polymorphism and genome distribution. Of the 400 SNPs, 288 were used to genotype an additional 188 accessions (94 F1 cultivars, 50 breeding lines, and 44 landraces) with a SNP array-based platform. Reliable polymorphisms were observed in 224 SNPs (78.0%) and were used to assess genetic variations between and within the four predefined populations in 223 cultivated pumpkin accessions. Both principal component analysis and UPGMA clustering found four major clusters representing three pumpkin species and interspecific hybrids. This genetic differentiation was supported by pairwise Fst and Nei's genetic distance. The interspecific hybrids showed a higher level of genetic diversity relative to the other three populations. Of the 224 SNPs, five subsets of 192, 96, 48, 24, and 12 markers were evaluated for variety identification. The 192, 96, and 48 marker sets identified 204 (91.5%), 190 (85.2%), and 141 (63.2%) of the 223 accessions, respectively, while other subsets showed <25% of variety identification rates. These SNP markers provide a molecular tool with many applications for genetics and breeding in cultivated pumpkin.
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Affiliation(s)
- Nam Ngoc Nguyen
- Department of Bioresources Engineering, Sejong University, Seoul, 05006 South Korea
| | - Minkyung Kim
- Department of Bioresources Engineering, Sejong University, Seoul, 05006 South Korea
| | - Jin-Kee Jung
- Seed Testing and Research Center, Korea Seed & Variety Service, Gimcheon, 39660 South Korea
| | - Eun-Jo Shim
- Seed Testing and Research Center, Korea Seed & Variety Service, Gimcheon, 39660 South Korea
| | - Sang-Min Chung
- Department of Life Sciences, Dongguk University, Seoul, 04620 South Korea
| | - Younghoon Park
- Department of Horticultural Bioscience, Pusan National University, Miryang, 50463 South Korea
| | - Gung Pyo Lee
- Department of Plant Science and Technology, Chung-Ang University, Ansung, 17546 South Korea
| | - Sung-Chur Sim
- Department of Bioresources Engineering, Sejong University, Seoul, 05006 South Korea
- Plant Engineering Research Institute, Sejong University, Seoul, 05006 South Korea
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12
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Margaritopoulou T, Toufexi E, Kizis D, Balayiannis G, Anagnostopoulos C, Theocharis A, Rempelos L, Troyanos Y, Leifert C, Markellou E. Reynoutria sachalinensis extract elicits SA-dependent defense responses in courgette genotypes against powdery mildew caused by Podosphaera xanthii. Sci Rep 2020; 10:3354. [PMID: 32098979 PMCID: PMC7042220 DOI: 10.1038/s41598-020-60148-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 02/04/2020] [Indexed: 11/17/2022] Open
Abstract
Powdery mildew (PM) caused by Podosphaera xanthii is one of the most important courgette diseases with high yield losses and is currently controlled by fungicides and sulphur applications in conventional and organic production. Plant derived elicitors/inducers of resistance are natural compounds that induce resistance to pathogen attack and promote a faster and/or more robust activation of plant defense responses. Giant knotweed (Reynoutria sachalinensis, RS) extract is a known elicitor of plant defenses but its mode of action remains elusive. The aim of this study was to investigate the mechanisms of foliar RS applications and how these affect PM severity and crop performance when used alone or in combination with genetic resistance. RS foliar treatments significantly reduced conidial germination and PM severity on both an intermediate resistance (IR) and a susceptible (S) genotype. RS application triggered plant defense responses, which induced the formation of callose papillae, hydrogen peroxide accumulation and the Salicylic acid (SA) - dependent pathway. Increased SA production was detected along with increased p-coumaric and caffeic acid concentrations. These findings clearly indicate that RS elicits plant defenses notably as a consequence of SA pathway induction.
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Affiliation(s)
- Theoni Margaritopoulou
- Benaki Phytopathological Institute, Department of Phytopathology, Laboratory of Mycology, 8, St. Delta str., 145 61, Kifissia, Athens, Greece
| | - Eleftheria Toufexi
- Benaki Phytopathological Institute, Department of Phytopathology, Laboratory of Mycology, 8, St. Delta str., 145 61, Kifissia, Athens, Greece
- Newcastle University, Nafferton Ecological Farming Group, School of Agriculture Food and Rural Development, Newcastle upon Tyne, NE1 7RU, UK
| | - Dimosthenis Kizis
- Benaki Phytopathological Institute, Department of Phytopathology, Laboratory of Mycology, 8, St. Delta str., 145 61, Kifissia, Athens, Greece
| | - George Balayiannis
- Benaki Phytopathological Institute, Department of Pesticides Control & Phytopharmacy, Laboratory of Chemical Control of Pesticides, 8, St. Delta str., 145 61, Kifissia, Athens, Greece
| | - Christos Anagnostopoulos
- Benaki Phytopathological Institute, Department of Pesticides Control & Phytopharmacy, Laboratory of Pesticide Residues, 8, St. Delta str., 145 61, Kifissia, Athens, Greece
| | - Andreas Theocharis
- Benaki Phytopathological Institute, Department of Phytopathology, Laboratory of Mycology, 8, St. Delta str., 145 61, Kifissia, Athens, Greece
| | - Leonidas Rempelos
- Newcastle University, Nafferton Ecological Farming Group, School of Agriculture Food and Rural Development, Newcastle upon Tyne, NE1 7RU, UK
| | - Yerasimos Troyanos
- Benaki Phytopathological Institute, Department of Phytopathology, Laboratory of Non-Parasitic Diseases, 8, St. Delta str., 145 61, Kifissia, Athens, Greece
| | - Carlo Leifert
- Centre for Organics Research, Southern Cross University, Military Rd., Lismore, NSW, Australia
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Sognsvannsveien 9, Domus Medica, 0372, Oslo, Norway
| | - Emilia Markellou
- Benaki Phytopathological Institute, Department of Phytopathology, Laboratory of Mycology, 8, St. Delta str., 145 61, Kifissia, Athens, Greece.
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Wang Y, Wang C, Han H, Luo Y, Wang Z, Yan C, Xu W, Qu S. Construction of a High-Density Genetic Map and Analysis of Seed-Related Traits Using Specific Length Amplified Fragment Sequencing for Cucurbita maxima. FRONTIERS IN PLANT SCIENCE 2019; 10:1782. [PMID: 32153597 PMCID: PMC7046561 DOI: 10.3389/fpls.2019.01782] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Accepted: 12/20/2019] [Indexed: 05/03/2023]
Abstract
Seed traits are agronomically important for Cucurbita breeding, but the genes controlling seed size, seed weight and seed number have not been mapped in Cucurbita maxima (C. maxima). In this study, 100 F2 individual derived from two parental lines, "2013-12" and "9-6", were applied to construct a 3,376.87-cM genetic map containing 20 linkage groups (LGs) with an average genetic distance of 0.47 cM using a total of 8,406 specific length amplified fragment (SLAF) markers in C. maxima. Ten quantitative trait loci (QTLs) of seed width (SW), seed length (SL) and hundred-seed weight (HSW) were identified using the composite interval mapping (CIM) method. The QTLs affecting SW, SL and HSW explained a maximum of 38.6%, 28.9% and 17.2% of the phenotypic variation and were detected in LG6, LG6 and LG17, respectively. To validate these results, an additional 150 F2 individuals were used for QTL mapping of SW and SL with cleaved amplified polymorphic sequence (CAPS) markers. We found that two major QTLs, SL6-1 and SW6-1, could be detected in both SLAF-seq and CAPS markers in an overlapped region. Based on gene annotation and non-synonymous single-nucleotide polymorphisms (SNPs) in the major SWand SL-associated regions, we found that two genes encoding a VQ motif and an E3 ubiquitin-protein ligase may be candidate genes influencing SL, while an F-box and leucinerich repeat (LRR) domain-containing protein is the potential regulator for SW in C. maxima. This study provides the first high-density linkage map of C. maxima using SNPs developed by SLAF-seq technology, which is a powerful tool for associated mapping of important agronomic traits, map-based gene cloning and marker-assisted selection (MAS)-based breeding in C. maxima.
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Affiliation(s)
- Yunli Wang
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture and Rural Affairs/Northeast Agricultural University, Harbin, China
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
| | - Chaojie Wang
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture and Rural Affairs/Northeast Agricultural University, Harbin, China
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
| | - Hongyu Han
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture and Rural Affairs/Northeast Agricultural University, Harbin, China
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
| | - Yusong Luo
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture and Rural Affairs/Northeast Agricultural University, Harbin, China
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
| | - Zhichao Wang
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture and Rural Affairs/Northeast Agricultural University, Harbin, China
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
| | - Chundong Yan
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture and Rural Affairs/Northeast Agricultural University, Harbin, China
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
| | - Wenlong Xu
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture and Rural Affairs/Northeast Agricultural University, Harbin, China
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
| | - Shuping Qu
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture and Rural Affairs/Northeast Agricultural University, Harbin, China
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
- *Correspondence: Shuping Qu,
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14
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Montero-Pau J, Blanca J, Bombarely A, Ziarsolo P, Esteras C, Martí-Gómez C, Ferriol M, Gómez P, Jamilena M, Mueller L, Picó B, Cañizares J. De novo assembly of the zucchini genome reveals a whole-genome duplication associated with the origin of the Cucurbita genus. PLANT BIOTECHNOLOGY JOURNAL 2018. [PMID: 29112324 DOI: 10.1101/147702] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
The Cucurbita genus (squashes, pumpkins and gourds) includes important domesticated species such as C. pepo, C. maxima and C. moschata. In this study, we present a high-quality draft of the zucchini (C. pepo) genome. The assembly has a size of 263 Mb, a scaffold N50 of 1.8 Mb and 34 240 gene models. It includes 92% of the conserved BUSCO core gene set, and it is estimated to cover 93.0% of the genome. The genome is organized in 20 pseudomolecules that represent 81.4% of the assembly, and it is integrated with a genetic map of 7718 SNPs. Despite the small genome size, three independent lines of evidence support that the C. pepo genome is the result of a whole-genome duplication: the topology of the gene family phylogenies, the karyotype organization and the distribution of 4DTv distances. Additionally, 40 transcriptomes of 12 species of the genus were assembled and analysed together with all the other published genomes of the Cucurbitaceae family. The duplication was detected in all the Cucurbita species analysed, including C. maxima and C. moschata, but not in the more distant cucurbits belonging to the Cucumis and Citrullus genera, and it is likely to have occurred 30 ± 4 Mya in the ancestral species that gave rise to the genus.
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Affiliation(s)
- Javier Montero-Pau
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV-UPV), Universitat Politècnica de València, Valencia, Spain
| | - José Blanca
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV-UPV), Universitat Politècnica de València, Valencia, Spain
| | - Aureliano Bombarely
- Department of Horticulture, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | - Peio Ziarsolo
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV-UPV), Universitat Politècnica de València, Valencia, Spain
| | - Cristina Esteras
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV-UPV), Universitat Politècnica de València, Valencia, Spain
| | - Carlos Martí-Gómez
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV-UPV), Universitat Politècnica de València, Valencia, Spain
| | - María Ferriol
- Instituto Agroforestal Mediterráneo (IAM), Universitat Politècnica de València, Valencia, Spain
| | - Pedro Gómez
- IFAPA Centro La Mojonera, La Mojonera, Almería, Spain
| | - Manuel Jamilena
- Department of Biology and Geology, Research Centers CIAIMBITAL and CeiA3, University of Almeria, Almería, Spain
| | - Lukas Mueller
- Boyce Thompson Institute for Plant Research, Ithaca, NY, USA
| | - Belén Picó
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV-UPV), Universitat Politècnica de València, Valencia, Spain
| | - Joaquín Cañizares
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV-UPV), Universitat Politècnica de València, Valencia, Spain
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15
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Montero‐Pau J, Blanca J, Bombarely A, Ziarsolo P, Esteras C, Martí‐Gómez C, Ferriol M, Gómez P, Jamilena M, Mueller L, Picó B, Cañizares J. De novo assembly of the zucchini genome reveals a whole-genome duplication associated with the origin of the Cucurbita genus. PLANT BIOTECHNOLOGY JOURNAL 2018; 16:1161-1171. [PMID: 29112324 PMCID: PMC5978595 DOI: 10.1111/pbi.12860] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Revised: 10/17/2017] [Accepted: 10/31/2017] [Indexed: 05/17/2023]
Abstract
The Cucurbita genus (squashes, pumpkins and gourds) includes important domesticated species such as C. pepo, C. maxima and C. moschata. In this study, we present a high-quality draft of the zucchini (C. pepo) genome. The assembly has a size of 263 Mb, a scaffold N50 of 1.8 Mb and 34 240 gene models. It includes 92% of the conserved BUSCO core gene set, and it is estimated to cover 93.0% of the genome. The genome is organized in 20 pseudomolecules that represent 81.4% of the assembly, and it is integrated with a genetic map of 7718 SNPs. Despite the small genome size, three independent lines of evidence support that the C. pepo genome is the result of a whole-genome duplication: the topology of the gene family phylogenies, the karyotype organization and the distribution of 4DTv distances. Additionally, 40 transcriptomes of 12 species of the genus were assembled and analysed together with all the other published genomes of the Cucurbitaceae family. The duplication was detected in all the Cucurbita species analysed, including C. maxima and C. moschata, but not in the more distant cucurbits belonging to the Cucumis and Citrullus genera, and it is likely to have occurred 30 ± 4 Mya in the ancestral species that gave rise to the genus.
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Affiliation(s)
- Javier Montero‐Pau
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV‐UPV)Universitat Politècnica de ValènciaValenciaSpain
| | - José Blanca
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV‐UPV)Universitat Politècnica de ValènciaValenciaSpain
| | - Aureliano Bombarely
- Department of HorticultureVirginia Polytechnic Institute and State UniversityBlacksburgVAUSA
| | - Peio Ziarsolo
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV‐UPV)Universitat Politècnica de ValènciaValenciaSpain
| | - Cristina Esteras
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV‐UPV)Universitat Politècnica de ValènciaValenciaSpain
| | - Carlos Martí‐Gómez
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV‐UPV)Universitat Politècnica de ValènciaValenciaSpain
| | - María Ferriol
- Instituto Agroforestal Mediterráneo (IAM)Universitat Politècnica de ValènciaValenciaSpain
| | - Pedro Gómez
- IFAPA Centro La MojoneraLa MojoneraAlmeríaSpain
| | - Manuel Jamilena
- Department of Biology and GeologyResearch Centers CIAIMBITAL and CeiA3University of AlmeriaAlmeríaSpain
| | - Lukas Mueller
- Boyce Thompson Institute for Plant ResearchIthacaNYUSA
| | - Belén Picó
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV‐UPV)Universitat Politècnica de ValènciaValenciaSpain
| | - Joaquín Cañizares
- Institute for the Conservation and Breeding of Agricultural Biodiversity (COMAV‐UPV)Universitat Politècnica de ValènciaValenciaSpain
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