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Habte N, Girma G, Xu X, Liao CJ, Adeyanju A, Hailemariam S, Lee S, Okoye P, Ejeta G, Mengiste T. Haplotypes at the sorghum ARG4 and ARG5 NLR loci confer resistance to anthracnose. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 118:106-123. [PMID: 38111157 DOI: 10.1111/tpj.16594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 12/01/2023] [Accepted: 12/06/2023] [Indexed: 12/20/2023]
Abstract
Sorghum anthracnose caused by the fungus Colletotrichum sublineola (Cs) is a damaging disease of the crop. Here, we describe the identification of ANTHRACNOSE RESISTANCE GENES (ARG4 and ARG5) encoding canonical nucleotide-binding leucine-rich repeat (NLR) receptors. ARG4 and ARG5 are dominant resistance genes identified in the sorghum lines SAP135 and P9830, respectively, that show broad-spectrum resistance to Cs. Independent genetic studies using populations generated by crossing SAP135 and P9830 with TAM428, fine mapping using molecular markers, comparative genomics and gene expression studies determined that ARG4 and ARG5 are resistance genes against Cs strains. Interestingly, ARG4 and ARG5 are both located within clusters of duplicate NLR genes at linked loci separated by ~1 Mb genomic region. SAP135 and P9830 each carry only one of the ARG genes while having the recessive allele at the second locus. Only two copies of the ARG5 candidate genes were present in the resistant P9830 line while five non-functional copies were identified in the susceptible line. The resistant parents and their recombinant inbred lines carrying either ARG4 or ARG5 are resistant to strains Csgl1 and Csgrg suggesting that these genes have overlapping specificities. The role of ARG4 and ARG5 in resistance was validated through sorghum lines carrying independent recessive alleles that show increased susceptibility. ARG4 and ARG5 are located within complex loci displaying interesting haplotype structures and copy number variation that may have resulted from duplication. Overall, the identification of anthracnose resistance genes with unique haplotype stucture provides a foundation for genetic studies and resistance breeding.
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Affiliation(s)
- Nida Habte
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Gezahegn Girma
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Xiaochen Xu
- Department of Agronomy, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Chao-Jan Liao
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Adedayo Adeyanju
- Department of Agronomy, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Sara Hailemariam
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Sanghun Lee
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Pascal Okoye
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Gebisa Ejeta
- Department of Agronomy, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Tesfaye Mengiste
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, Indiana, 47907, USA
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Katuuramu DN, Levi A, Wechter WP. Mapping the genetic architecture of low-temperature stress tolerance in citron watermelon. THE PLANT GENOME 2024:e20443. [PMID: 38462711 DOI: 10.1002/tpg2.20443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Revised: 12/02/2023] [Accepted: 02/07/2024] [Indexed: 03/12/2024]
Abstract
Sweet-fleshed watermelon (Citrullus lanatus) is an important vegetable crop of the tropical origin. It is widely grown and consumed around the world for its hydration and nutritional quality values. Low-temperature stress can affect early planting, seedling establishment, and expansion of crop production to new areas. A collection of 122 citron watermelon (Citrullus amarus) accessions were obtained from the USDA's National Plant Germplasm Repository System gene bank in Griffin, GA. The accessions were genotyped using whole genome resequencing to generate single nucleotide polymorphisms (SNPs) molecular markers and screened under cold-stressed and non-stressed control conditions. Four low-temperature stress tolerance related traits including shoot biomass, vine length, maximum quantum efficiency of photosystem II, and chlorophyll content were measured under cold-stressed and non-stressed control treatment conditions. Correlation analysis revealed the presence of positive relationships among traits. Broad-sense heritability for all traits ranged from 0.35 to 0.73, implying the presence of genetic contributions to the observed phenotypic variation. Genomic regions underlying these traits across several citron watermelon chromosomes were identified. Four low-temperature stress tolerance related putative candidate genes co-located with the peak SNPs from genome-wide association study. These genomic regions and marker information could potentially be used in molecular breeding to accelerate genetic improvements for low-temperature stress tolerance in watermelon.
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Affiliation(s)
| | - Amnon Levi
- USDS-ARS, U.S. Vegetable Laboratory, Charleston, South Carolina, USA
| | - William P Wechter
- USDS-ARS, U.S. Vegetable Laboratory, Charleston, South Carolina, USA
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Jousson A, Naciri Y, Christe C, Marazzi B, Stauffer F. Not just females and males: Unravelling the complex sex determinism of the hemp palm, Trachycarpus fortunei. AMERICAN JOURNAL OF BOTANY 2023; 110:e16257. [PMID: 38014995 DOI: 10.1002/ajb2.16257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 10/18/2023] [Accepted: 10/18/2023] [Indexed: 11/29/2023]
Abstract
PREMISE The ornamental Asian palm Trachycarpus fortunei (Arecaceae: Coryphoideae) is widely planted in temperate regions. In Europe, it has spread outside of gardens, particularly on the southern side of the Alps. Sexual expression in the species is complex, varying from dioecy to polygamy. This study investigated (1) sexual floral development and (2) genetic markers implicated in sex determinism. METHODS The morphology and anatomy of floral organs at different developmental stages were studied using SEM observations and anatomical section. Sex determinism was explored using a genome-wide association study approach, searching for correlations between 31,000 single-nucleotide polymorphisms and sex affiliation of 122 palms from 21 wild populations. RESULTS We observed that sexual differentiation appears late in floral development of T. fortunei. Morpho-anatomical characters of flowers conducive to panmixia were observed, such as well-differentiated septal nectaries that are thought to promote cross-pollination. At the molecular level, homozygous and heterozygous allelic systems with closely linked regions were found for sex determinism in individuals with female and "dominant-male" phenotypes, respectively. Through our wide sampling in the southern Alps, the closely linked genetic regions in males suggest that at least fifteen percent of wild palms are the direct offspring of "males" that can also produce fertile pistillate flowers. CONCLUSIONS Trachycarpus fortunei is a further example of unstable sexual expression found in the family Arecaceae and represents an evolutionary path towards an XY genetic system. Our structural and genetic results may explain the high species dispersal ability in the southern Alps.
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Affiliation(s)
- Antoine Jousson
- PhyloLab and MorphoLab, Conservatoire et Jardin Botaniques de Genève, Chemin de l'Impératrice 1, 1292, Chambésy, Geneva, Switzerland
- Departement of Plant Sciences, Université de Genève, Chemin de l'Impératrice 1, 1292, Chambésy, Geneva, Switzerland
| | - Yamama Naciri
- PhyloLab and MorphoLab, Conservatoire et Jardin Botaniques de Genève, Chemin de l'Impératrice 1, 1292, Chambésy, Geneva, Switzerland
- Departement of Plant Sciences, Université de Genève, Chemin de l'Impératrice 1, 1292, Chambésy, Geneva, Switzerland
| | - Camille Christe
- PhyloLab and MorphoLab, Conservatoire et Jardin Botaniques de Genève, Chemin de l'Impératrice 1, 1292, Chambésy, Geneva, Switzerland
- Departement of Plant Sciences, Université de Genève, Chemin de l'Impératrice 1, 1292, Chambésy, Geneva, Switzerland
| | - Brigitte Marazzi
- Natural History Museum of Canton Ticino, Viale C. Cattaneo 4, 6900, Lugano, Switzerland
- InfoFlora C/O Natural History Museum of Canton Ticino, Viale C. Cattaneo 4, Lugano, 6900, Switzerland
| | - Fred Stauffer
- PhyloLab and MorphoLab, Conservatoire et Jardin Botaniques de Genève, Chemin de l'Impératrice 1, 1292, Chambésy, Geneva, Switzerland
- Departement of Plant Sciences, Université de Genève, Chemin de l'Impératrice 1, 1292, Chambésy, Geneva, Switzerland
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Amanullah S, Li S, Osae BA, Yang T, Abbas F, Gao M, Wang X, Liu H, Gao P, Luan F. Primary mapping of quantitative trait loci regulating multivariate horticultural phenotypes of watermelon ( Citrullus lanatus L.). FRONTIERS IN PLANT SCIENCE 2023; 13:1034952. [PMID: 36714694 PMCID: PMC9877429 DOI: 10.3389/fpls.2022.1034952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 12/20/2022] [Indexed: 06/18/2023]
Abstract
Watermelon fruits exhibit a remarkable diversity of important horticultural phenotypes. In this study, we initiated a primary quantitative trait loci (QTL) mapping to identify the candidate regions controlling the ovary, fruit, and seed phenotypes. Whole genome sequencing (WGS) was carried out for two differentiated watermelon lines, and 350 Mb (96%) and 354 Mb (97%) of re-sequenced reads covered the reference de novo genome assembly, individually. A total of 45.53% non-synonymous single nucleotide polymorphism (nsSNPs) and 54.47% synonymous SNPs (sSNPs) were spotted, which produced 210 sets of novel SNP-based cleaved amplified polymorphism sequence (CAPS) markers by depicting 46.25% co-dominant polymorphism among parent lines and offspring. A biparental F2:3 mapping population comprised of 100 families was used for trait phenotyping and CAPS genotyping, respectively. The constructed genetic map spanned a total of 2,398.40 centimorgans (cM) in length and averaged 11.42 cM, with 95.99% genome collinearity. A total of 33 QTLs were identified at different genetic positions across the eight chromosomes of watermelon (Chr-01, Chr-02, Chr-04, Chr-05, Chr-06, Chr-07, Chr-10, and Chr-11); among them, eight QTLs of the ovary, sixteen QTLs of the fruit, and nine QTLs of the seed related phenotypes were classified with 5.32-25.99% phenotypic variance explained (PVE). However, twenty-four QTLs were identified as major-effect and nine QTLs were mapped as minor-effect QTLs across the flanking regions of CAPS markers. Some QTLs were exhibited as tightly localized across the nearby genetic regions and explained the pleiotropic effects of multigenic nature. The flanking QTL markers also depicted significant allele specific contributions and accountable genes were predicted for respective traits. Gene Ontology (GO) functional enrichment was categorized in molecular function (MF), cellular components (CC), and biological process (BP); however, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways were classified into three main classes of metabolism, genetic information processing, and brite hierarchies. The principal component analysis (PCA) of multivariate phenotypes widely demonstrated the major variability, consistent with the identified QTL regions. In short, we assumed that our identified QTL regions provide valuable genetic insights regarding the watermelon phenotypes and fine genetic mapping could be used to confirm them.
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Affiliation(s)
- Sikandar Amanullah
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
- Key Laboratory of Biology and Genetic Improvement of Horticulture Crops (Northeast Region), Ministry of Agriculture and Rural Affairs, Harbin, China
| | - Shenglong Li
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
- Key Laboratory of Biology and Genetic Improvement of Horticulture Crops (Northeast Region), Ministry of Agriculture and Rural Affairs, Harbin, China
| | - Benjamin Agyei Osae
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
- Key Laboratory of Biology and Genetic Improvement of Horticulture Crops (Northeast Region), Ministry of Agriculture and Rural Affairs, Harbin, China
| | - Tiantian Yang
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
- Key Laboratory of Biology and Genetic Improvement of Horticulture Crops (Northeast Region), Ministry of Agriculture and Rural Affairs, Harbin, China
| | - Farhat Abbas
- College of Horticulture, South China Agricultural University, Guangzhou, China
| | - Meiling Gao
- College of Life Sciences, Agriculture and Forestry, Qiqihar University, Qiqihar, China
| | - Xuezheng Wang
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
- Key Laboratory of Biology and Genetic Improvement of Horticulture Crops (Northeast Region), Ministry of Agriculture and Rural Affairs, Harbin, China
| | - Hongyu Liu
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
- Key Laboratory of Biology and Genetic Improvement of Horticulture Crops (Northeast Region), Ministry of Agriculture and Rural Affairs, Harbin, China
| | - Peng Gao
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
- Key Laboratory of Biology and Genetic Improvement of Horticulture Crops (Northeast Region), Ministry of Agriculture and Rural Affairs, Harbin, China
| | - Feishi Luan
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, China
- Key Laboratory of Biology and Genetic Improvement of Horticulture Crops (Northeast Region), Ministry of Agriculture and Rural Affairs, Harbin, China
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Nyirahabimana F, Shimira F, Zahid G, Solmaz I. Recent status of Genotyping by Sequencing (GBS) Technology in cucumber (Cucumis sativus L.): a review. Mol Biol Rep 2022; 49:5547-5554. [PMID: 35596053 DOI: 10.1007/s11033-022-07469-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 03/21/2022] [Accepted: 04/08/2022] [Indexed: 01/27/2023]
Abstract
Current and advanced breeding tools are being used to improve economically important horticultural crops to meet the consumers' needs and preferences. Genotyping-by-sequencing (GBS) is an extremely useful tool in the investigation and analysis of the genetic diversity of different cultivars. Based on a broad range of genetic backgrounds like single nucleotide polymorphism (SNPs), GBS is known as a novel technique to facilitate the detection of quantitative trait loci (QTL) regions robustly linked with interested traits compared to genome-wide association study (GWAS) and QTL. GBS has gained popularity among breeders in recent years and it is also employed in cucumber breeding programs. Cucumbers (C. sativus L.) are monoecious, gynoecious and some of them are parthenocarpic species. Cucumber is one of the most economical and essential crops in the Cucurbitaceae family. For time immemorial, cucumber has been produced and consumed all over the world like other cucurbits. To a large extent, cultivated cucurbits are beneficial to human health for providing necessary minerals and fibers.Therefore, this review portrays the current status of advances made by using GBS and its combination with other tools in various studies of cucumber such as the use of GBS and single nucleotide polymorphism (SNP) markers, GBS and GWAS, also with QTL and marker-assisted selection (MAS) are applied to display and detect explicit genetic architecture complex traits in crops and chromosome rearrangements.Cucumber breeding programs have undoubtedly benefited from genotyping-by-sequencing. Using the GBS method, research discovered lots of new candidate genes that control various traits including spine color, fruit stalk-end color, and disease resistance in cucumber lines.
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Affiliation(s)
- Fildaus Nyirahabimana
- Department of Biotechnology, Institute of Natural and Applied Sciences, Çukurova University, 01330, Adana, Turkey.
| | - Flavien Shimira
- Department of Horticulture, Faculty of Agriculture, Çukurova University, 01330, Adana, Turkey
| | - Ghassan Zahid
- Department of Biotechnology, Institute of Natural and Applied Sciences, Çukurova University, 01330, Adana, Turkey
| | - Ilknur Solmaz
- Department of Biotechnology, Institute of Natural and Applied Sciences, Çukurova University, 01330, Adana, Turkey
- Department of Horticulture, Faculty of Agriculture, Çukurova University, 01330, Adana, Turkey
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Pan Y, Zhu J, Hong Y, Zhang M, Lv C, Guo B, Shen H, Xu X, Xu R. Screening of stable resistant accessions and identification of resistance loci to Barley yellow mosaic virus disease. PeerJ 2022; 10:e13128. [PMID: 35317071 PMCID: PMC8934529 DOI: 10.7717/peerj.13128] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 02/25/2022] [Indexed: 01/12/2023] Open
Abstract
Background The disease caused by Barley yellow mosaic virus (BaYMV) infection is a serious threat to autumn-sown barley (Hordeum vulgare L.) production in Europe, East Asia and Iran. Due to the rapid diversification of BaYMV strains, it is urgent to discover novel germplasm and genes to assist breeding new varieties with resistance to different BaYMV strains, thus minimizing the effect of BaYMV disease on barley cropping. Methods A natural population consisting of 181 barley accessions with different levels of resistance to BaYMV disease was selected for field resistance identification in two separate locations (Yangzhou and Yancheng, Jiangsu Province, China). Additive main effects and multiplicative interaction (AMMI) analysis was used to identify accessions with stable resistance. Genome-wide association study (GWAS) of BaYMV disease resistance was broadly performed by combining both single nucleotide polymorphisms (SNPs) and specific molecular markers associated with the reported BaYMV disease resistance genes. Furthermore, the viral protein genome linked (VPg) sequences of the virus were amplified and analyzed to assess the differences between the BaYMV strains sourced from the different experimental sites. Results Seven barley accessions with lower standardized Area Under the Disease Progress Steps (sAUDPS) index in every environment were identified and shown to have stable resistance to BaYMV disease in each assessed location. Apart from the reported BaYMV disease resistance genes rym4 and rym5, one novel resistance locus explaining 24.21% of the phenotypic variation was identified at the Yangzhou testing site, while two other novel resistance loci that contributed 19.23% and 19.79% of the phenotypic variation were identified at the Yancheng testing site, respectively. Further analysis regarding the difference in the VPg sequence of the predominant strain of BaYMV collected from these two testing sites may explain the difference of resistance loci differentially identified under geographically distinct regions. Our research provides novel genetic resources and resistance loci for breeding barley varieties for BaMYV disease resistance.
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Affiliation(s)
- Yuhan Pan
- Yangzhou University, Key Laboratory of Plant Functional Genomics of the Ministry of Education/Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops/Institutes of Agricultural Science, Yangzhou, Jiangsu, China
| | - Juan Zhu
- Yangzhou University, Key Laboratory of Plant Functional Genomics of the Ministry of Education/Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops/Institutes of Agricultural Science, Yangzhou, Jiangsu, China
| | - Yi Hong
- Yangzhou University, Key Laboratory of Plant Functional Genomics of the Ministry of Education/Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops/Institutes of Agricultural Science, Yangzhou, Jiangsu, China
| | - Mengna Zhang
- Yangzhou University, Key Laboratory of Plant Functional Genomics of the Ministry of Education/Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops/Institutes of Agricultural Science, Yangzhou, Jiangsu, China
| | - Chao Lv
- Yangzhou University, Key Laboratory of Plant Functional Genomics of the Ministry of Education/Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops/Institutes of Agricultural Science, Yangzhou, Jiangsu, China
| | - Baojian Guo
- Yangzhou University, Key Laboratory of Plant Functional Genomics of the Ministry of Education/Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops/Institutes of Agricultural Science, Yangzhou, Jiangsu, China
| | - Huiquan Shen
- Jiangsu Institute for Seaside Agricultural Sciences and Yancheng Academy of Agricultural Science, Yancheng, Jiangsu, China
| | - Xiao Xu
- Jiangsu Institute for Seaside Agricultural Sciences and Yancheng Academy of Agricultural Science, Yancheng, Jiangsu, China
| | - Rugen Xu
- Yangzhou University, Key Laboratory of Plant Functional Genomics of the Ministry of Education/Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops/Institutes of Agricultural Science, Yangzhou, Jiangsu, China
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Cebrián G, Iglesias-Moya J, Romero J, Martínez C, Garrido D, Jamilena M. The Ethylene Biosynthesis Gene CpACO1A: A New Player in the Regulation of Sex Determination and Female Flower Development in Cucurbita pepo. FRONTIERS IN PLANT SCIENCE 2022; 12:817922. [PMID: 35140733 PMCID: PMC8818733 DOI: 10.3389/fpls.2021.817922] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 12/27/2021] [Indexed: 06/03/2023]
Abstract
A methanesulfonate-generated mutant has been identified in Cucurbita pepo that alters sex determination. The mutation converts female into hermaphrodite flowers and disrupts the growth rate and maturation of petals and carpels, delaying female flower opening, and promoting the growth rate of ovaries and the parthenocarpic development of the fruit. Whole-genome resequencing allowed identification of the causal mutation of the phenotypes as a missense mutation in the coding region of CpACO1A, which encodes for a type I ACO enzyme that shares a high identity with Cucumis sativus CsACO3 and Cucumis melo CmACO1. The so-called aco1a reduced ACO1 activity and ethylene production in the different organs where the gene is expressed, and reduced ethylene sensitivity in flowers. Other sex-determining genes, such as CpACO2B, CpACS11A, and CpACS27A, were differentially expressed in the mutant, indicating that ethylene provided by CpACO1A but also the transcriptional regulation of CpACO1A, CpACO2B, CpACS11A, and CpACS27A are responsible for determining the fate of the floral meristem toward a female flower, promoting the development of carpels and arresting the development of stamens. The positive regulation of ethylene on petal maturation and flower opening can be mediated by inducing the biosynthesis of JA, while its negative control on ovary growth and fruit set could be mediated by its repressive effect on IAA biosynthesis.
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Affiliation(s)
- Gustavo Cebrián
- Department of Biology and Geology, Agrifood Campus of International Excellence and Research Centre CIAMBITAL, University of Almería, Almería, Spain
| | - Jessica Iglesias-Moya
- Department of Biology and Geology, Agrifood Campus of International Excellence and Research Centre CIAMBITAL, University of Almería, Almería, Spain
| | - Jonathan Romero
- Department of Biology and Geology, Agrifood Campus of International Excellence and Research Centre CIAMBITAL, University of Almería, Almería, Spain
| | - Cecilia Martínez
- Department of Biology and Geology, Agrifood Campus of International Excellence and Research Centre CIAMBITAL, University of Almería, Almería, Spain
| | - Dolores Garrido
- Department of Plant Physiology, University of Granada, Granada, Spain
| | - Manuel Jamilena
- Department of Biology and Geology, Agrifood Campus of International Excellence and Research Centre CIAMBITAL, University of Almería, Almería, Spain
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Hyten DL. Genotyping Platforms for Genome-Wide Association Studies: Options and Practical Considerations. Methods Mol Biol 2022; 2481:29-42. [PMID: 35641757 DOI: 10.1007/978-1-0716-2237-7_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Genome-wide association studies (GWAS) in crops requires genotyping platforms that are capable of producing accurate high density genotyping data on hundreds of plants in a cost-effective manner. Currently there are multiple commercial platforms available that are being effectively used across crops. These platforms include genotyping arrays such as the Illumina Infinium arrays and the Applied Biosystems Axiom Arrays along with a variety of resequencing methods. These methods are being used to genotype tens of thousands of markers up to millions of markers on GWAS panels. They are being used on crops with simple genomes to crops with very complex, large, polyploid genomes. Depending on the crop and the goal of the GWAS, there are several options and practical considerations to take into account when selecting a genotyping technology to ensure that the right coverage, accuracy, and cost for the study is achieved.
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Affiliation(s)
- David L Hyten
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, USA.
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Aamir M, Karmakar P, Singh VK, Kashyap SP, Pandey S, Singh BK, Singh PM, Singh J. A novel insight into transcriptional and epigenetic regulation underlying sex expression and flower development in melon (Cucumis melo L.). PHYSIOLOGIA PLANTARUM 2021; 173:1729-1764. [PMID: 33547804 DOI: 10.1111/ppl.13357] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 01/29/2021] [Accepted: 02/01/2021] [Indexed: 06/12/2023]
Abstract
Melon (Cucumis melo L.) is an important cucurbit and has been considered as a model plant for studying sex determination. The four most common sexual morphotypes in melon are monoecious (A-G-M), gynoecious (--ggM-), andromonoecious (A-G-mm), and hermaphrodite (--ggmm). Sex expression in melons is complex, as the genes and associated networks that govern the sex expression are not fully explored. Recently, RNA-seq transcriptomic profiling, ChIP-qPCR analysis integrated with gene ontology annotation and Kyoto Encyclopedia of Genes and Genomes pathways predicted the differentially expressed genes including sex-specific ACS and ACO genes, in regulating the sex-expression, phytohormonal cross-talk, signal transduction, and secondary metabolism in melons. Integration of transcriptional control through genetic interaction in between the ACS7, ACS11, and WIP1 in epistatic or hypostatic manner, along with the recruitment of H3K9ac and H3K27me3, epigenetically, overall determine sex expression. Alignment of protein sequences for establishing phylogenetic evolution, motif comparison, and protein-protein interaction supported the structural conservation while presence of the conserved hydrophilic and charged residues across the diverged evolutionary group predicted the functional conservation of the ACS protein. Presence of the putative cis-binding elements or DNA motifs, and its further comparison with DAP-seq-based cistrome and epicistrome of Arabidopsis, unraveled strong ancestry of melons with Arabidopsis. Motif comparison analysis also characterized putative genes and transcription factors involved in ethylene biosynthesis, signal transduction, and hormonal cross-talk related to sex expression. Overall, we have comprehensively reviewed research findings for a deeper insight into transcriptional and epigenetic regulation of sex expression and flower development in melons.
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Affiliation(s)
- Mohd Aamir
- Division of Crop Improvement, ICAR-Indian Institute of Vegetable Research (ICAR-IIVR), Varanasi, India
| | - Pradip Karmakar
- Division of Crop Improvement, ICAR-Indian Institute of Vegetable Research (ICAR-IIVR), Varanasi, India
| | - Vinay Kumar Singh
- Centre for Bioinformatics, School of Biotechnology, Institute of Science, Banaras Hindu University, Varanasi, India
| | - Sarvesh Pratap Kashyap
- Division of Crop Improvement, ICAR-Indian Institute of Vegetable Research (ICAR-IIVR), Varanasi, India
| | - Sudhakar Pandey
- Division of Crop Improvement, ICAR-Indian Institute of Vegetable Research (ICAR-IIVR), Varanasi, India
| | - Binod Kumar Singh
- Division of Crop Improvement, ICAR-Indian Institute of Vegetable Research (ICAR-IIVR), Varanasi, India
| | - Prabhakar Mohan Singh
- Division of Crop Improvement, ICAR-Indian Institute of Vegetable Research (ICAR-IIVR), Varanasi, India
| | - Jagdish Singh
- Division of Crop Improvement, ICAR-Indian Institute of Vegetable Research (ICAR-IIVR), Varanasi, India
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Martínez C, Jamilena M. To be a male or a female flower, a question of ethylene in cucurbits. CURRENT OPINION IN PLANT BIOLOGY 2021; 59:101981. [PMID: 33517096 DOI: 10.1016/j.pbi.2020.101981] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 11/20/2020] [Accepted: 12/02/2020] [Indexed: 06/12/2023]
Abstract
Within the Cucurbitaceae family, most of its species develop unisexual female and male flowers, either on the same plant (monoecy) or on different plants (dioecy). As in other plant families, these two sex morphotypes have evolved from hermaphrodite species; however, many evolutionary events have occurred in cucurbits allowing easy conversion from dioecy to monoecy and vice versa. The variability in sex morphotypes is higher in the domesticated species of the family, which together with recent advances in genomics, make cucurbits an ideal model to study the genetic and molecular mechanisms that control sex determination in plants. Conventional studies demonstrated that ethylene was the master regulator of sex determination in cucurbits, although some cultivated species may respond differently to ethylene action. In this article, we survey the new advances in hormonal and genetic control of sex determination in cucurbit species, control which establishes the ethylene biosynthesis and signaling genes as being those that determine the floral meristem towards a male, female or hermaphrodite flower. The interactions between these genes are integrated into a model that explains the occurrence and distribution of unisexal and hermaphrodite flowers within the different sex morphotypes. We underline the significance of this scientific progress with regard to breeding programs for agronomically-important sex-associated traits.
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Affiliation(s)
- Cecilia Martínez
- Department of Biology and Geology, Research Centers CIAIMBITAL and CeiA3, University of Almería, 04120 Almería, Spain
| | - Manuel Jamilena
- Department of Biology and Geology, Research Centers CIAIMBITAL and CeiA3, University of Almería, 04120 Almería, Spain.
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