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Bernád V, Al-Tamimi N, Langan P, Gillespie G, Dempsey T, Henchy J, Harty M, Ramsay L, Houston K, Macaulay M, Shaw PD, Raubach S, Mcdonnel KP, Russell J, Waugh R, Khodaeiaminjan M, Negrão S. Unlocking the genetic diversity and population structure of the newly introduced two-row spring European HerItage Barley collecTion (ExHIBiT). Front Plant Sci 2024; 15:1268847. [PMID: 38571708 PMCID: PMC10987740 DOI: 10.3389/fpls.2024.1268847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 02/28/2024] [Indexed: 04/05/2024]
Abstract
In the last century, breeding programs have traditionally favoured yield-related traits, grown under high-input conditions, resulting in a loss of genetic diversity and an increased susceptibility to stresses in crops. Thus, exploiting understudied genetic resources, that potentially harbour tolerance genes, is vital for sustainable agriculture. Northern European barley germplasm has been relatively understudied despite its key role within the malting industry. The European Heritage Barley collection (ExHIBiT) was assembled to explore the genetic diversity in European barley focusing on Northern European accessions and further address environmental pressures. ExHIBiT consists of 363 spring-barley accessions, focusing on two-row type. The collection consists of landraces (~14%), old cultivars (~18%), elite cultivars (~67%) and accessions with unknown breeding history (~1%), with 70% of the collection from Northern Europe. The population structure of the ExHIBiT collection was subdivided into three main clusters primarily based on the accession's year of release using 26,585 informative SNPs based on 50k iSelect single nucleotide polymorphism (SNP) array data. Power analysis established a representative core collection of 230 genotypically and phenotypically diverse accessions. The effectiveness of this core collection for conducting statistical and association analysis was explored by undertaking genome-wide association studies (GWAS) using 24,876 SNPs for nine phenotypic traits, four of which were associated with SNPs. Genomic regions overlapping with previously characterised flowering genes (HvZTLb) were identified, demonstrating the utility of the ExHIBiT core collection for locating genetic regions that determine important traits. Overall, the ExHIBiT core collection represents the high level of untapped diversity within Northern European barley, providing a powerful resource for researchers and breeders to address future climate scenarios.
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Affiliation(s)
- Villő Bernád
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Nadia Al-Tamimi
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Patrick Langan
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Gary Gillespie
- School of Agriculture and Food Science, University College Dublin, Dublin, Ireland
| | - Timothy Dempsey
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Joey Henchy
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Mary Harty
- School of Agriculture and Food Science, University College Dublin, Dublin, Ireland
| | - Luke Ramsay
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
| | - Kelly Houston
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
| | - Malcolm Macaulay
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
| | - Paul D. Shaw
- Department of Information and Computational Sciences, The James Hutton Institute, Dundee, United Kingdom
| | - Sebastian Raubach
- Department of Information and Computational Sciences, The James Hutton Institute, Dundee, United Kingdom
| | - Kevin P. Mcdonnel
- School of Agriculture and Food Science, University College Dublin, Dublin, Ireland
- School of Biosystems Engineering, University College Dublin, Dublin, Ireland
| | - Joanne Russell
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
| | - Robbie Waugh
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
- Division of Plant Sciences, University of Dundee at The James Hutton Institute, Dundee, United Kingdom
| | | | - Sónia Negrão
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
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Kafkas S, Ma X, Zhang X, Topçu H, Navajas-Pérez R, Wai CM, Tang H, Xu X, Khodaeiaminjan M, Güney M, Paizila A, Karcı H, Zhang X, Lin J, Lin H, Herrán RDL, Rejón CR, García-Zea JA, Robles F, Muñoz CDV, Hotz-Wagenblatt A, Min XJ, Özkan H, Motalebipour EZ, Gozel H, Çoban N, Kafkas NE, Kilian A, Huang H, Lv X, Liu K, Hu Q, Jacygrad E, Palmer W, Michelmore R, Ming R. Pistachio genomes provide insights into nut tree domestication and ZW sex chromosome evolution. Plant Commun 2023; 4:100497. [PMID: 36435969 DOI: 10.1016/j.xplc.2022.100497] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Revised: 10/01/2022] [Accepted: 11/23/2022] [Indexed: 05/11/2023]
Abstract
Pistachio is a nut crop domesticated in the Fertile Crescent and a dioecious species with ZW sex chromosomes. We sequenced the genomes of Pistacia vera cultivar (cv.) Siirt, the female parent, and P. vera cv. Bagyolu, the male parent. Two chromosome-level reference genomes of pistachio were generated, and Z and W chromosomes were assembled. The ZW chromosomes originated from an autosome following the first inversion, which occurred approximately 8.18 Mya. Three inversion events in the W chromosome led to the formation of a 12.7-Mb (22.8% of the W chromosome) non-recombining region. These W-specific sequences contain several genes of interest that may have played a pivotal role in sex determination and contributed to the initiation and evolution of a ZW sex chromosome system in pistachio. The W-specific genes, including defA, defA-like, DYT1, two PTEN1, and two tandem duplications of six VPS13A paralogs, are strong candidates for sex determination or differentiation. Demographic history analysis of resequenced genomes suggest that cultivated pistachio underwent severe domestication bottlenecks approximately 7640 years ago, dating the domestication event close to the archeological record of pistachio domestication in Iran. We identified 390, 211, and 290 potential selective sweeps in 3 cultivar subgroups that underlie agronomic traits such as nut development and quality, grafting success, flowering time shift, and drought tolerance. These findings have improved our understanding of the genomic basis of sex determination/differentiation and horticulturally important traits and will accelerate the improvement of pistachio cultivars and rootstocks.
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Affiliation(s)
- Salih Kafkas
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, Adana 01330, Turkey.
| | - Xiaokai Ma
- Center for Genomics and Biotechnology, Haixia Institute of Science and Technology, School of Future Technology, Fujian Agriculture and Forestry University, Fuzhou, China; Key Laboratory of Orchid Conservation and Utilization of National Forestry and Grassland Administration, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Xingtan Zhang
- Center for Genomics and Biotechnology, Haixia Institute of Science and Technology, School of Future Technology, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Hayat Topçu
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, Adana 01330, Turkey
| | - Rafael Navajas-Pérez
- Departamento de Genética, Facultad de Ciencias, Campus de Fuentenueva s/n, 18071 Granada, Spain
| | - Ching Man Wai
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Haibao Tang
- Center for Genomics and Biotechnology, Haixia Institute of Science and Technology, School of Future Technology, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Xuming Xu
- Center for Genomics and Biotechnology, Haixia Institute of Science and Technology, School of Future Technology, Fujian Agriculture and Forestry University, Fuzhou, China; Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China
| | - Mortaza Khodaeiaminjan
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, Adana 01330, Turkey
| | - Murat Güney
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, Adana 01330, Turkey
| | - Aibibula Paizila
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, Adana 01330, Turkey
| | - Harun Karcı
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, Adana 01330, Turkey
| | - Xiaodan Zhang
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Jing Lin
- Center for Genomics and Biotechnology, Haixia Institute of Science and Technology, School of Future Technology, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Han Lin
- Center for Genomics and Biotechnology, Haixia Institute of Science and Technology, School of Future Technology, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Roberto de la Herrán
- Departamento de Genética, Facultad de Ciencias, Campus de Fuentenueva s/n, 18071 Granada, Spain
| | - Carmelo Ruiz Rejón
- Departamento de Genética, Facultad de Ciencias, Campus de Fuentenueva s/n, 18071 Granada, Spain
| | | | - Francisca Robles
- Departamento de Genética, Facultad de Ciencias, Campus de Fuentenueva s/n, 18071 Granada, Spain
| | - Coral Del Val Muñoz
- Department of Computer Science, University of Granada, Granada, Spain; Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI Institute), 18014 Granada, Spain
| | - Agnes Hotz-Wagenblatt
- German Cancer Research Center, Omics IT and Data Management Core Facility, Heidelberg, Germany
| | - Xiangjia Jack Min
- Department of Biological Sciences, Youngstown State University, Youngstown, OH 44555, USA
| | - Hakan Özkan
- Department of Field Crops, Faculty of Agriculture, University of Çukurova, Adana 01330, Turkey
| | | | - Hatice Gozel
- Pistachio Research Institute, Şahinbey, Gaziantep 27060, Turkey
| | - Nergiz Çoban
- Pistachio Research Institute, Şahinbey, Gaziantep 27060, Turkey
| | - Nesibe Ebru Kafkas
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, Adana 01330, Turkey
| | - Andrej Kilian
- Diversity Arrays Technology, University of Canberra, Canberra, ACT, Australia
| | - HuaXing Huang
- Center for Genomics and Biotechnology, Haixia Institute of Science and Technology, School of Future Technology, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Xuanrui Lv
- Center for Genomics and Biotechnology, Haixia Institute of Science and Technology, School of Future Technology, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Kunpeng Liu
- Center for Genomics and Biotechnology, Haixia Institute of Science and Technology, School of Future Technology, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Qilin Hu
- Center for Genomics and Biotechnology, Haixia Institute of Science and Technology, School of Future Technology, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Ewelina Jacygrad
- Genome Center, University of California Davis, 451 Health Sciences Drive, Davis, CA 95616, USA
| | - William Palmer
- Genome Center, University of California Davis, 451 Health Sciences Drive, Davis, CA 95616, USA
| | - Richard Michelmore
- Genome Center, University of California Davis, 451 Health Sciences Drive, Davis, CA 95616, USA
| | - Ray Ming
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
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Khodaeiaminjan M, Knoch D, Ndella Thiaw MR, Marchetti CF, Kořínková N, Techer A, Nguyen TD, Chu J, Bertholomey V, Doridant I, Gantet P, Graner A, Neumann K, Bergougnoux V. Genome-wide association study in two-row spring barley landraces identifies QTL associated with plantlets root system architecture traits in well-watered and osmotic stress conditions. Front Plant Sci 2023; 14:1125672. [PMID: 37077626 PMCID: PMC10106628 DOI: 10.3389/fpls.2023.1125672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 03/15/2023] [Indexed: 05/03/2023]
Abstract
Water availability is undoubtedly one of the most important environmental factors affecting crop production. Drought causes a gradual deprivation of water in the soil from top to deep layers and can occur at diverse stages of plant development. Roots are the first organs that perceive water deficit in soil and their adaptive development contributes to drought adaptation. Domestication has contributed to a bottleneck in genetic diversity. Wild species or landraces represent a pool of genetic diversity that has not been exploited yet in breeding program. In this study, we used a collection of 230 two-row spring barley landraces to detect phenotypic variation in root system plasticity in response to drought and to identify new quantitative trait loci (QTL) involved in root system architecture under diverse growth conditions. For this purpose, young seedlings grown for 21 days in pouches under control and osmotic-stress conditions were phenotyped and genotyped using the barley 50k iSelect SNP array, and genome-wide association studies (GWAS) were conducted using three different GWAS methods (MLM GAPIT, FarmCPU, and BLINK) to detect genotype/phenotype associations. In total, 276 significant marker-trait associations (MTAs; p-value (FDR)< 0.05) were identified for root (14 and 12 traits under osmotic-stress and control conditions, respectively) and for three shoot traits under both conditions. In total, 52 QTL (multi-trait or identified by at least two different GWAS approaches) were investigated to identify genes representing promising candidates with a role in root development and adaptation to drought stress.
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Affiliation(s)
- Mortaza Khodaeiaminjan
- Czech Advanced Technology and Research Institute, Palacký University in Olomouc, Olomouc, Czechia
- *Correspondence: Mortaza Khodaeiaminjan, ; Véronique Bergougnoux,
| | - Dominic Knoch
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
| | | | - Cintia F. Marchetti
- Czech Advanced Technology and Research Institute, Palacký University in Olomouc, Olomouc, Czechia
| | - Nikola Kořínková
- Czech Advanced Technology and Research Institute, Palacký University in Olomouc, Olomouc, Czechia
| | - Alexie Techer
- Czech Advanced Technology and Research Institute, Palacký University in Olomouc, Olomouc, Czechia
| | - Thu D. Nguyen
- Czech Advanced Technology and Research Institute, Palacký University in Olomouc, Olomouc, Czechia
| | - Jianting Chu
- Department of Breeding Research, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
| | - Valentin Bertholomey
- Limagrain Field Seeds, Traits and Technologies, Groupe Limagrain Centre de Recherche, Chappes, France
| | - Ingrid Doridant
- Limagrain Field Seeds, Traits and Technologies, Groupe Limagrain Centre de Recherche, Chappes, France
| | - Pascal Gantet
- Czech Advanced Technology and Research Institute, Palacký University in Olomouc, Olomouc, Czechia
- Unité Mixte de Recherche DIADE, Université de Montpellier, IRD, CIRAD, Montpellier, France
| | - Andreas Graner
- Department Genebank, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
| | - Kerstin Neumann
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
| | - Véronique Bergougnoux
- Czech Advanced Technology and Research Institute, Palacký University in Olomouc, Olomouc, Czechia
- *Correspondence: Mortaza Khodaeiaminjan, ; Véronique Bergougnoux,
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Langan P, Bernád V, Walsh J, Henchy J, Khodaeiaminjan M, Mangina E, Negrão S. Phenotyping for waterlogging tolerance in crops: current trends and future prospects. J Exp Bot 2022; 73:5149-5169. [PMID: 35642593 PMCID: PMC9440438 DOI: 10.1093/jxb/erac243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 05/30/2022] [Indexed: 06/15/2023]
Abstract
Yield losses to waterlogging are expected to become an increasingly costly and frequent issue in some regions of the world. Despite the extensive work that has been carried out examining the molecular and physiological responses to waterlogging, phenotyping for waterlogging tolerance has proven difficult. This difficulty is largely due to the high variability of waterlogging conditions such as duration, temperature, soil type, and growth stage of the crop. In this review, we highlight use of phenotyping to assess and improve waterlogging tolerance in temperate crop species. We start by outlining the experimental methods that have been utilized to impose waterlogging stress, ranging from highly controlled conditions of hydroponic systems to large-scale screenings in the field. We also describe the phenotyping traits used to assess tolerance ranging from survival rates and visual scoring to precise photosynthetic measurements. Finally, we present an overview of the challenges faced in attempting to improve waterlogging tolerance, the trade-offs associated with phenotyping in controlled conditions, limitations of classic phenotyping methods, and future trends using plant-imaging methods. If effectively utilized to increase crop resilience to changing climates, crop phenotyping has a major role to play in global food security.
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Affiliation(s)
- Patrick Langan
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Villő Bernád
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Jason Walsh
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
- School of Computer Science and UCD Energy Institute, University College Dublin, Dublin, Ireland
| | - Joey Henchy
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | | | - Eleni Mangina
- School of Computer Science and UCD Energy Institute, University College Dublin, Dublin, Ireland
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Kamal KY, Khodaeiaminjan M, Yahya G, El-Tantawy AA, Abdel El-Moneim D, El-Esawi MA, Abd-Elaziz MAA, Nassrallah AA. Modulation of cell cycle progression and chromatin dynamic as tolerance mechanisms to salinity and drought stress in maize. Physiol Plant 2021; 172:684-695. [PMID: 33159351 DOI: 10.1111/ppl.13260] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 10/12/2020] [Accepted: 10/28/2020] [Indexed: 05/14/2023]
Abstract
Salinity and drought are the major abiotic stresses that disturb several aspects of maize plants growth at the cellular level, one of these aspects is cell cycle machinery. In our study, we dissected the molecular alterations and downstream effectors of salinity and drought stress on cell cycle regulation and chromatin remodeling. Effects of salinity and drought stress were determined on maize seedlings using 200 mM NaCl (induced salinity stress), and 250 mM mannitol (induced drought stress) treatments, then cell cycle progression and chromatin remodeling dynamics were investigated. Seedlings displayed severe growth defects, including inhibition of root growth. Interestingly, stress treatments induced cell cycle arrest in S-phase with extensive depletion of cyclins B1 and A1. Further investigation of gene expression profiles of cell cycle regulators showed the downregulation of the CDKA, CDKB, CYCA, and CYCB. These results reveal the direct link between salinity and drought stress and cell cycle deregulation leading to a low cell proliferation rate. Moreover, abiotic stress alters chromatin remodeling dynamic in a way that directs the cell cycle arrest. We observed low DNA methylation patterns accompanied by dynamic histone modifications that favor chromatin decondensation. Also, the high expression of DNA topoisomerase 2, 6 family was detected as consequence of DNA damage. In conclusion, in response to salinity and drought stress, maize seedlings exhibit modulation of cell cycle progression, resulting in the cell cycle arrest through chromatin remodeling.
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Affiliation(s)
- Khaled Y Kamal
- Agronomy Department, Faculty of Agriculture, Zagazig University, Zagazig, Egypt
- Redox Biology and Cell Signaling Laboratory, Department of Health and Kinesiology, Graduate Faculty of Nutrition, Texas A&M University, Texas, USA
| | - Mortaza Khodaeiaminjan
- Department of Molecular Biology, Centre of the Region Haná for Biotechnological and Agricultural Research, Faculty of Science, Palacký University, Olomouc, The Czech Republic
| | - Galal Yahya
- Microbiology and Immunology Department, Faculty of Pharmacy, Zagazig University, Zagazig, Egypt
- Department of Molecular Genetics, Faculty of Biology, Technical University of Kaiserslautern, Kaiserslautern, Germany
| | - Ahmed A El-Tantawy
- Ornamental Horticulture Department, Faculty of Agriculture, Cairo University, Cairo, Egypt
| | - Diaa Abdel El-Moneim
- Department of Plant production (Genetic branch), Faculty of Environmental and Agricultural Sciences, Arish University, Arish, Egypt
| | | | - Mohamed A A Abd-Elaziz
- Maize Research Department, Field Crops Research Institute, Agriculture Research Center, Giza, Egypt
| | - Amr A Nassrallah
- Biochemistry Department, Faculty of Agriculture, Cairo University, Cairo, Egypt
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Kamal KY, Khodaeiaminjan M, El-Tantawy AA, Moneim DA, Salam AA, Ash-Shormillesy SMAI, Attia A, Ali MAS, Herranz R, El-Esawi MA, Nassrallah AA, Ramadan MF. Evaluation of growth and nutritional value of Brassica microgreens grown under red, blue and green LEDs combinations. Physiol Plant 2020; 169:625-638. [PMID: 32129889 DOI: 10.1111/ppl.13083] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 02/08/2020] [Accepted: 03/01/2020] [Indexed: 05/05/2023]
Abstract
Microgreens are rich functional crops with valuable nutritional elements that have health benefits when used as food supplements. Growth characterization, nutritional composition profile of 21 varieties representing five species of the Brassica genus as microgreens were assessed under light-emitting diodes (LEDs) conditions. Microgreens were grown under four different LEDs ratios (%); red:blue 80:20 and 20:80 (R80 :B20 and R20 :B80 ), or red:green:blue 70:10:20 and 20:10:70 (R70 :G10 :B20 and R20 :G10 :B70 ). Results indicated that supplemental lighting with green LEDs (R70 :G10 :B20 ) enhanced vegetative growth and morphology, while blue LEDs (R20 :B80 ) increased the mineral and vitamin contents. Interestingly, by linking the nutritional content with the growth yield to define the optimal LEDs setup, we found that the best lighting to promote the microgreen growth was the green LEDs combination (R70 :G10 :B20 ). Remarkably, under the green LEDs combination (R70 :G10 :B20 ) conditions, the microgreens of Kohlrabi purple, Cabbage red, Broccoli, Kale Tucsan, Komatsuna red, Tatsoi and Cabbage green, which can benefit human health in conditions with limited food, had the highest growth and nutritional content.
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Affiliation(s)
- Khaled Y Kamal
- Agronomy Department, Faculty of Agriculture, Zagazig University, Zagazig, 44519, Egypt
- Department of Molecular Biology, Centre of the Region Haná for Biotechnological and Agricultural Research, Faculty of Science, Palacký University, Olomouc, Czech Republic
| | - Mortaza Khodaeiaminjan
- Department of Molecular Biology, Centre of the Region Haná for Biotechnological and Agricultural Research, Faculty of Science, Palacký University, Olomouc, Czech Republic
| | - Ahmed A El-Tantawy
- Ornamental Horticulture Department, Faculty of Agriculture, Cairo University, Cairo, 12613, Egypt
| | - Diaa A Moneim
- Department of Plant production (Genetic Branch), Faculty of Environmental and Agricultural Sciences, Arish University, Arish, Egypt
| | - Asmaa Abdel Salam
- Agronomy Department, Faculty of Agriculture, Zagazig University, Zagazig, 44519, Egypt
| | | | - Ahmed Attia
- Agronomy Department, Faculty of Agriculture, Zagazig University, Zagazig, 44519, Egypt
| | - Mohamed A S Ali
- Plant Pathology Department, Faculty of Agriculture, Zagazig University, Zagazig, 44519, Egypt
| | - Raúl Herranz
- Department of Environmental Biology, Centro de Investigaciones Biológicas (CSIC), Ramiro de Maeztu 9, Madrid, 28040, Spain
| | - Mohamed A El-Esawi
- Botany Department, Faculty of Science, Tanta University, Tanta, 31527, Egypt
- Sainsbury Laboratory, University of Cambridge, Cambridge, UK
| | - Amr A Nassrallah
- Biochemistry Department, Faculty of Agriculture, Cairo University, Cairo, 12613, Egypt
| | - Mohamed Fawzy Ramadan
- Agricultural Biochemistry Department, Faculty of Agriculture, Zagazig University, Zagazig, 44519, Egypt
- Deanship of Scientific Research, Umm Al-Qura University, Makkah, Saudi Arabia
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Ziya Motalebipour E, Kafkas S, Khodaeiaminjan M, Çoban N, Gözel H. Genome survey of pistachio (Pistacia vera L.) by next generation sequencing: Development of novel SSR markers and genetic diversity in Pistacia species. BMC Genomics 2016; 17:998. [PMID: 27923352 PMCID: PMC5142174 DOI: 10.1186/s12864-016-3359-x] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2016] [Accepted: 11/28/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Pistachio (Pistacia vera L.) is one of the most important nut crops in the world. There are about 11 wild species in the genus Pistacia, and they have importance as rootstock seed sources for cultivated P. vera and forest trees. Published information on the pistachio genome is limited. Therefore, a genome survey is necessary to obtain knowledge on the genome structure of pistachio by next generation sequencing. Simple sequence repeat (SSR) markers are useful tools for germplasm characterization, genetic diversity analysis, and genetic linkage mapping, and may help to elucidate genetic relationships among pistachio cultivars and species. RESULTS To explore the genome structure of pistachio, a genome survey was performed using the Illumina platform at approximately 40× coverage depth in the P. vera cv. Siirt. The K-mer analysis indicated that pistachio has a genome that is about 600 Mb in size and is highly heterozygous. The assembly of 26.77 Gb Illumina data produced 27,069 scaffolds at N50 = 3.4 kb with a total of 513.5 Mb. A total of 59,280 SSR motifs were detected with a frequency of 8.67 kb. A total of 206 SSRs were used to characterize 24 P. vera cultivars and 20 wild Pistacia genotypes (four genotypes from each five wild Pistacia species) belonging to P. atlantica, P. integerrima, P. chinenesis, P. terebinthus, and P. lentiscus genotypes. Overall 135 SSR loci amplified in all 44 cultivars and genotypes, 41 were polymorphic in six Pistacia species. The novel SSR loci developed from cultivated pistachio were highly transferable to wild Pistacia species. CONCLUSIONS The results from a genome survey of pistachio suggest that the genome size of pistachio is about 600 Mb with a high heterozygosity rate. This information will help to design whole genome sequencing strategies for pistachio. The newly developed novel polymorphic SSRs in this study may help germplasm characterization, genetic diversity, and genetic linkage mapping studies in the genus Pistacia.
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Affiliation(s)
- Elmira Ziya Motalebipour
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, 01330, Adana, Turkey
| | - Salih Kafkas
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, 01330, Adana, Turkey.
| | - Mortaza Khodaeiaminjan
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, 01330, Adana, Turkey
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Kafkas S, Khodaeiaminjan M, Güney M, Kafkas E. Identification of sex-linked SNP markers using RAD sequencing suggests ZW/ZZ sex determination in Pistacia vera L. BMC Genomics 2015; 16:98. [PMID: 25765114 PMCID: PMC4336685 DOI: 10.1186/s12864-015-1326-6] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2014] [Accepted: 02/06/2015] [Indexed: 01/09/2023] Open
Abstract
Background Pistachio (Pistacia vera L.) is a dioecious species that has a long juvenility period. Therefore, development of marker-assisted selection (MAS) techniques would greatly facilitate pistachio cultivar-breeding programs. The sex determination mechanism is presently unknown in pistachio. The generation of sex-linked markers is likely to reduce time, labor, and costs associated with breeding programs, and will help to clarify the sex determination system in pistachio. Results Restriction site-associated DNA (RAD) markers were used to identify sex-linked markers and to elucidate the sex determination system in pistachio. Eight male and eight female F1 progenies from a Pistacia vera L. Siirt × Bağyolu cross, along with the parents, were subjected to RAD sequencing in two lanes of a Hi-Seq 2000 sequencing platform. This generated 449 million reads, comprising approximately 37.7 Gb of sequences. There were 33,757 polymorphic single nucleotide polymorphism (SNP) loci between the parents. Thirty-eight of these, from 28 RAD reads, were detected as putative sex-associated loci in pistachio. Validation was performed by SNaPshot analysis in 42 mature F1 progenies and in 124 cultivars and genotypes in a germplasm collection. Eight loci could distinguish sex with 100% accuracy in pistachio. To ascertain cost-effective application of markers in a breeding program, high-resolution melting (HRM) analysis was performed; four markers were found to perfectly separate sexes in pistachio. Because of the female heterogamety in all candidate SNP loci, we report for the first time that pistachio has a ZZ/ZW sex determination system. As the reported female-to-male segregation ratio is 1:1 in all known segregating populations and there is no previous report of super-female genotypes or female heteromorphic chromosomes in pistachio, it appears that the WW genotype is not viable. Conclusion Sex-linked SNP markers were identified and validated in a large germplasm and proved their suitability for MAS in pistachio. HRM analysis successfully validated the sex-linked markers for MAS. For the first time in dioecious pistachio, a female heterogamety ZW/ZZ sex determination system is suggested.
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Affiliation(s)
- Salih Kafkas
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, Adana, Turkey.
| | - Mortaza Khodaeiaminjan
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, Adana, Turkey.
| | - Murat Güney
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, Adana, Turkey.
| | - Ebru Kafkas
- Department of Horticulture, Faculty of Agriculture, University of Çukurova, Adana, Turkey.
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