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Rabbi IY, Kayondo SI, Bauchet G, Yusuf M, Aghogho CI, Ogunpaimo K, Uwugiaren R, Smith IA, Peteti P, Agbona A, Parkes E, Lydia E, Wolfe M, Jannink JL, Egesi C, Kulakow P. Genome-wide association analysis reveals new insights into the genetic architecture of defensive, agro-morphological and quality-related traits in cassava. PLANT MOLECULAR BIOLOGY 2022; 109:195-213. [PMID: 32734418 PMCID: PMC9162993 DOI: 10.1007/s11103-020-01038-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 07/20/2020] [Indexed: 05/05/2023]
Abstract
More than 40 QTLs associated with 14 stress-related, quality and agro-morphological traits were identified. A catalogue of favourable SNP markers for MAS and a list of candidate genes are provided. Cassava (Manihot esculenta) is one of the most important starchy root crops in the tropics due to its adaptation to marginal environments. Genetic progress in this clonally propagated crop can be accelerated through the discovery of markers and candidate genes that could be used in cassava breeding programs. We carried out a genome-wide association study (GWAS) using a panel of 5130 clones developed at the International Institute of Tropical Agriculture-Nigeria. The population was genotyped at more than 100,000 SNP markers via genotyping-by-sequencing (GBS). Genomic regions underlying genetic variation for 14 traits classified broadly into four categories: biotic stress (cassava mosaic disease and cassava green mite severity); quality (dry matter content and carotenoid content) and plant agronomy (harvest index and plant type) were investigated. We also included several agro-morphological traits related to leaves, stems and roots with high heritability. In total, 41 significant associations were uncovered. While some of the identified loci matched with those previously reported, we present additional association signals for the traits. We provide a catalogue of favourable alleles at the most significant SNP for each trait-locus combination and candidate genes occurring within the GWAS hits. These resources provide a foundation for the development of markers that could be used in cassava breeding programs and candidate genes for functional validation.
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Affiliation(s)
- Ismail Yusuf Rabbi
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria.
| | - Siraj Ismail Kayondo
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | | | - Muyideen Yusuf
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Cynthia Idhigu Aghogho
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Kayode Ogunpaimo
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Ruth Uwugiaren
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Ikpan Andrew Smith
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Prasad Peteti
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Afolabi Agbona
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Elizabeth Parkes
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Ezenwaka Lydia
- National Root Crops Research Institute (NRCRI), PMB 7006, Umudike, 440221, Nigeria
| | - Marnin Wolfe
- Section on Plant Breeding and Genetics, School of Integrative Plant Sciences, Cornell University, Ithaca, NY, 14850, USA
| | - Jean-Luc Jannink
- Section on Plant Breeding and Genetics, School of Integrative Plant Sciences, Cornell University, Ithaca, NY, 14850, USA
- United States Department of Agriculture - Agriculture Research Service, Ithaca, NY, 14850, USA
| | - Chiedozie Egesi
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
- National Root Crops Research Institute (NRCRI), PMB 7006, Umudike, 440221, Nigeria
- Global Development Department, College of Agriculture and Life Sciences, Cornell University, Ithaca, NY, 14850, USA
| | - Peter Kulakow
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
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Abdelkhalek A, Qari SH, Abu-Saied MAAR, Khalil AM, Younes HA, Nehela Y, Behiry SI. Chitosan Nanoparticles Inactivate Alfalfa Mosaic Virus Replication and Boost Innate Immunity in Nicotiana glutinosa Plants. PLANTS (BASEL, SWITZERLAND) 2021; 10:2701. [PMID: 34961172 PMCID: PMC8703458 DOI: 10.3390/plants10122701] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 11/26/2021] [Accepted: 12/03/2021] [Indexed: 06/01/2023]
Abstract
Plant viral infection is one of the most severe issues in food security globally, resulting in considerable crop production losses. Chitosan is a well-known biocontrol agent against a variety of plant infections. However, research on combatting viral infections is still in its early stages. The current study investigated the antiviral activities (protective, curative, and inactivation) of the prepared chitosan/dextran nanoparticles (CDNPs, 100 µg mL-1) on Nicotiana glutinosa plants. Scanning electron microscope (SEM) and dynamic light scattering analysis revealed that the synthesized CDNPs had a uniform, regular sphere shapes ranging from 20 to 160 nm in diameter, with an average diameter of 91.68 nm. The inactivation treatment was the most effective treatment, which resulted in a 100% reduction in the alfalfa mosaic virus (AMV, Acc# OK413670) accumulation level. On the other hand, the foliar application of CDNPs decreased disease severity and significantly reduced viral accumulation levels by 70.43% and 61.65% in protective and curative treatments, respectively, under greenhouse conditions. Additionally, the induction of systemic acquired resistance, increasing total carbohydrates and total phenolic contents, as well as triggering the transcriptional levels of peroxidase, pathogen-related protein-1, and phenylalanine ammonia-lyase were observed. In light of the results, we propose that the potential application of CDNPs could be an eco-friendly approach to enhance yield and a more effective therapeutic elicitor for disease management in plants upon induction of defense systems.
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Affiliation(s)
- Ahmed Abdelkhalek
- Plant Protection and Biomolecular Diagnosis Department, ALCRI, City of Scientific Research and Technological Applications, New Borg El-Arab City 21934, Alexandria, Egypt
| | - Sameer H. Qari
- Biology Department, Al-Jumum University College, Umm Al-Qura University, Mecca 25376, Saudi Arabia;
| | - Mohamed Abd Al-Raheem Abu-Saied
- Polymeric Materials Research Department, Advanced Technology and New Materials Research Institute, City of Scientific Research and Technological Applications (SRTA-City), New Borg El-Arab City 21934, Alexandria, Egypt;
| | - Abdallah Mohamed Khalil
- Plant Botany Department, Faculty of Science, Omar Al-Mukhtar University, Al Bayda 00218-84, Libya;
| | - Hosny A. Younes
- Agricultural Botany Department, Faculty of Agriculture (Saba Basha), Alexandria University, Alexandria 21531, Egypt;
| | - Yasser Nehela
- Department of Agricultural Botany, Faculty of Agriculture, Tanta University, Tanta 31511, Egypt;
- Citrus Research and Education Center, Department of Plant Pathology, University of Florida, 700 Experiment Station Rd., Lake Alfred, FL 33850, USA
| | - Said I. Behiry
- Agricultural Botany Department, Faculty of Agriculture (Saba Basha), Alexandria University, Alexandria 21531, Egypt;
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Transcriptome analysis of yellow passion fruit in response to cucumber mosaic virus infection. PLoS One 2021; 16:e0247127. [PMID: 33626083 PMCID: PMC7904197 DOI: 10.1371/journal.pone.0247127] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 02/02/2021] [Indexed: 01/19/2023] Open
Abstract
The cultivation and production of passion fruit (Passiflora edulis) are severely affected by viral disease. Yet there have been few studies of the molecular response of passion fruit to virus attack. In the present study, RNA-based transcriptional profiling (RNA-seq) was used to identify the gene expression profiles in yellow passion fruit (Passiflora edulis f. flavicarpa) leaves following inoculation with cucumber mosaic virus (CMV). Six RNA-seq libraries were constructed comprising a total of 42.23 Gb clean data. 1,545 differentially expressed genes (DEGs) were obtained (701 upregulated and 884 downregulated). Gene annotation analyses revealed that genes associated with plant hormone signal transduction, transcription factors, protein ubiquitination, detoxification, phenylpropanoid biosynthesis, photosynthesis and chlorophyll metabolism were significantly affected by CMV infection. The represented genes activated by CMV infection corresponded to transcription factors WRKY family, NAC family, protein ubiquitination and peroxidase. Several DEGs encoding protein TIFY, pathogenesis-related proteins, and RNA-dependent RNA polymerases also were upregualted by CMV infection. Overall, the information obtained in this study enriched the resources available for research into the molecular-genetic mechanisms of the passion fruit/CMV interaction, and might provide a theoretical basis for the prevention and management of passion fruit viral disease in the field.
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Choudhury S, Larkin P, Xu R, Hayden M, Forrest K, Meinke H, Hu H, Zhou M, Fan Y. Genome wide association study reveals novel QTL for barley yellow dwarf virus resistance in wheat. BMC Genomics 2019; 20:891. [PMID: 31752676 PMCID: PMC6873737 DOI: 10.1186/s12864-019-6249-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Accepted: 10/30/2019] [Indexed: 01/25/2023] Open
Abstract
Background Barley yellow dwarf (BYD) is an important virus disease that causes significant reductions in wheat yield. For effective control of Barley yellow dwarf virus through breeding, the identification of genetic sources of resistance is key to success. In this study, 335 geographically diverse wheat accessions genotyped using an Illumina iSelect 90 K single nucleotide polymorphisms (SNPs) bead chip array were used to identify new sources of resistance to BYD in different environments. Results A genome-wide association study (GWAS) performed using all the generalised and mixed linkage models (GLM and MLM, respectively) identified a total of 36 significant marker-trait associations, four of which were consistently detected in the K model. These four novel quantitative trait loci (QTL) were identified on chromosomes 2A, 2B, 6A and 7A and associated with markers IWA3520, IWB24938, WB69770 and IWB57703, respectively. These four QTL showed an additive effect with the average visual symptom score of the lines containing resistance alleles of all four QTL being much lower than those with less favorable alleles. Several Chinese landraces, such as H-205 (Baimazha) and H-014 (Dahongmai) which have all four favorable alleles, showed consistently higher resistance in different field trials. None of them contained the previously described Bdv2, Bdv3 or Bdv4 genes for BYD resistance. Conclusions This study identified multiple novel QTL for BYD resistance and some resistant wheat genotypes. These will be useful for breeders to generate combinations with and/or without Bdv2 to achieve higher levels and more stable BYD resistance.
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Affiliation(s)
- Shormin Choudhury
- Tasmanian Institute of Agriculture, University of Tasmania, Prospect, TAS, Australia.,Department of Horticulture, Faculty of Agriculture, Sher-e-Bangla Agricultural University, Sher-e-Bangla Nagar, Dhaka, Bangladesh
| | | | - Rugen Xu
- Barley Research Institution of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Matthew Hayden
- School of Applied Systems Biology, La Trobe University, Bundoora, Victoria, Australia.,Agriculture Victoria Research, AgriBio, 1 Park Drive, Bundoora, Victoria, Australia
| | - Kerrie Forrest
- Agriculture Victoria Research, AgriBio, 1 Park Drive, Bundoora, Victoria, Australia
| | - Holger Meinke
- Tasmanian Institute of Agriculture, University of Tasmania, Prospect, TAS, Australia
| | - Hongliang Hu
- Tasmanian Institute of Agriculture, University of Tasmania, Prospect, TAS, Australia
| | - Meixue Zhou
- Tasmanian Institute of Agriculture, University of Tasmania, Prospect, TAS, Australia.
| | - Yun Fan
- Tasmanian Institute of Agriculture, University of Tasmania, Prospect, TAS, Australia.
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Gautier F, Label P, Eliášová K, Leplé JC, Motyka V, Boizot N, Vondráková Z, Malbeck J, Trávníčková A, Le Metté C, Lesage-Descauses MC, Lomenech AM, Trontin JF, Costa G, Lelu-Walter MA, Teyssier C. Cytological, Biochemical and Molecular Events of the Embryogenic State in Douglas-fir ( Pseudotsuga menziesii [Mirb.]). FRONTIERS IN PLANT SCIENCE 2019; 10:118. [PMID: 30873184 PMCID: PMC6403139 DOI: 10.3389/fpls.2019.00118] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 01/23/2019] [Indexed: 05/08/2023]
Abstract
Somatic embryogenesis techniques have been developed for most coniferous species, but only using very juvenile material. To extend the techniques' scope, better integrated understanding of the key biological, physiological and molecular characteristics of embryogenic state is required. Therefore, embryonal masses (EMs) and non-embryogenic calli (NECs) have been compared during proliferation at multiple levels. EMs and NECs originating from a single somatic embryo (isogenic lines) of each of three unrelated genotypes were used in the analyses, which included comparison of the lines' anatomy by transmission light microscopy, transcriptomes by RNAseq Illumina sequencing, proteomes by free-gel analysis, contents of endogenous phytohormones (indole-3-acetic acid, cytokinins and ABA) by LC-MS analysis, and soluble sugar contents by HPLC. EMs were characterized by upregulation (relative to levels in NECs) of transcripts, proteins, transcription factors and active cytokinins associated with cell differentiation accompanied by histological, carbohydrate content and genetic markers of cell division. In contrast, NECs were characterized by upregulation (relative to levels in EMs) of transcripts, proteins and products associated with responses to stimuli (ABA, degradation forms of cytokinins, phenols), oxidative stress (reactive oxygen species) and carbohydrate storage (starch). Sub-Network Enrichment Analyses that highlighted functions and interactions of transcripts and proteins that significantly differed between EMs and NECs corroborated these findings. The study shows the utility of a novel approach involving integrated multi-scale transcriptomic, proteomic, biochemical, histological and anatomical analyses to obtain insights into molecular events associated with embryogenesis and more specifically to the embryogenic state of cell in Douglas-fir.
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Affiliation(s)
- Florian Gautier
- BioForA, INRA, ONF, Orléans, France
- PEIRENE, Sylva LIM, Université de Limoges, Limoges, France
| | | | - Kateřina Eliášová
- Institute of Experimental Botany of the Czech Academy of Sciences, Prague, Czechia
| | | | - Václav Motyka
- Institute of Experimental Botany of the Czech Academy of Sciences, Prague, Czechia
| | | | - Zuzana Vondráková
- Institute of Experimental Botany of the Czech Academy of Sciences, Prague, Czechia
| | - Jiří Malbeck
- Institute of Experimental Botany of the Czech Academy of Sciences, Prague, Czechia
| | - Alena Trávníčková
- Institute of Experimental Botany of the Czech Academy of Sciences, Prague, Czechia
| | | | | | - Anne-Marie Lomenech
- Centre de Génomique Fonctionnelle, Plateforme Protéome, University of Bordeaux, Bordeaux, France
| | | | - Guy Costa
- PEIRENE, Sylva LIM, Université de Limoges, Limoges, France
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Varela ALN, Komatsu S, Wang X, Silva RG, Souza PFN, Lobo AKM, Vasconcelos IM, Silveira JA, Oliveira JT. Gel-free/label-free proteomic, photosynthetic, and biochemical analysis of cowpea ( Vigna unguiculata [L.] Walp.) resistance against Cowpea severe mosaic virus (CPSMV). J Proteomics 2017; 163:76-91. [DOI: 10.1016/j.jprot.2017.05.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Revised: 04/25/2017] [Accepted: 05/02/2017] [Indexed: 12/15/2022]
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Souza PFN, Silva FDA, Carvalho FEL, Silveira JAG, Vasconcelos IM, Oliveira JTA. Photosynthetic and biochemical mechanisms of an EMS-mutagenized cowpea associated with its resistance to cowpea severe mosaic virus. PLANT CELL REPORTS 2017; 36:219-234. [PMID: 27838815 DOI: 10.1007/s00299-016-2074-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2016] [Accepted: 11/08/2016] [Indexed: 05/04/2023]
Abstract
The seed treatment of a CPSMV-susceptible cowpea genotype with the mutagenic agent EMS generated mutagenized resistant plantlets that respond to the virus challenge by activating biochemical and physiological defense mechanisms. Cowpea is an important crop that makes major nutritional contributions particularly to the diet of the poor population worldwide. However, its production is low, because cowpea is naturally exposed to several abiotic and biotic stresses, including viral agents. Cowpea severe mosaic virus (CPSMV) drastically affects cowpea grain production. This study was conducted to compare photosynthetic and biochemical parameters of a CPSMV-susceptible cowpea (CE-31 genotype) and its derived ethyl methanesulfonate-mutagenized resistant plantlets, both challenged with CPSMV, to shed light on the mechanisms of virus resistance. CPSMV inoculation was done in the fully expanded secondary leaves, 15 days after planting. At 7 days post-inoculation, in vivo photosynthetic parameters were measured and leaves collected for biochemical analysis. CPSMV-inoculated mutagenized-resistant cowpea plantlets (MCPI) maintained higher photosynthesis index, chlorophyll, and carotenoid contents in relation to the susceptible (CE-31) CPSMV-inoculated cowpea (CPI). Visually, the MCPI leaves did not exhibit any viral symptoms neither the presence of the virus as examined by RT-PCR. In addition, MCPI showed higher SOD, GPOX, chitinase, and phenylalanine ammonia lyase activities, H2O2, phenolic contents, and cell wall lignifications, but lower CAT and APX activities in comparison to CPI. All together, these photosynthetic and biochemical changes might have contributed for the CPSMS resistance of MCPI. Contrarily, CPI plantlets showed CPSMV accumulation, severe disease symptoms, reduction in the photosynthesis-related parameters, chlorophyll, carotenoid, phenolic compound, and H2O2 contents, in addition to increased β-1,3-glucanase, and catalase activities that might have favored viral infection.
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Affiliation(s)
- Pedro F N Souza
- Laboratory of Plant Defense Proteins, Department of Biochemistry and Molecular Biology, Federal University of Ceara, Av. Mister Hull, P.O. Box: 60451, Fortaleza, CE, Brazil
| | - Fredy D A Silva
- Laboratory of Plant Defense Proteins, Department of Biochemistry and Molecular Biology, Federal University of Ceara, Av. Mister Hull, P.O. Box: 60451, Fortaleza, CE, Brazil
| | - Fabricio E L Carvalho
- Laboratory of Plant Defense Proteins, Department of Biochemistry and Molecular Biology, Federal University of Ceara, Av. Mister Hull, P.O. Box: 60451, Fortaleza, CE, Brazil
| | - Joaquim A G Silveira
- Laboratory of Plant Defense Proteins, Department of Biochemistry and Molecular Biology, Federal University of Ceara, Av. Mister Hull, P.O. Box: 60451, Fortaleza, CE, Brazil
| | - Ilka M Vasconcelos
- Laboratory of Plant Defense Proteins, Department of Biochemistry and Molecular Biology, Federal University of Ceara, Av. Mister Hull, P.O. Box: 60451, Fortaleza, CE, Brazil
| | - Jose T A Oliveira
- Laboratory of Plant Defense Proteins, Department of Biochemistry and Molecular Biology, Federal University of Ceara, Av. Mister Hull, P.O. Box: 60451, Fortaleza, CE, Brazil.
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Cui ZH, Bi WL, Hao XY, Xu Y, Li PM, Walker MA, Wang QC. Responses of In vitro-Grown Plantlets (Vitis vinifera) to Grapevine leafroll-Associated Virus-3 and PEG-Induced Drought Stress. Front Physiol 2016; 7:203. [PMID: 27313542 PMCID: PMC4890547 DOI: 10.3389/fphys.2016.00203] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2015] [Accepted: 05/19/2016] [Indexed: 11/13/2022] Open
Abstract
Stresses caused by viral diseases and drought have long threatened sustainable production of grapevine. These two stresses frequently occur simultaneously in many of grapevine growing regions of the world. We studied responses of in vitro-grown plantlets (Vitis vinifera) to Grapevine leafroll associated virus-3 (GLRaV-3) and PEG-induced drought stress. Results showed that stress induced by either virus infection or drought had negative effects on vegetative growth, caused significant decreases and increases in total soluble protein and free proline, respectively, induced obvious cell membrane damage and cell death, and markedly increased accumulations of [Formula: see text] and H2O2. Co-stress by virus and drought had much severer effects than single stress on the said parameters. Virus infection alone did not cause significant alternations in activities of POD, ROS, and SOD, and contents of MDA, which, however, markedly increased in the plantlets when grown under single drought stress and co-stress by the virus and drought. Levels of ABA increased, while those of IAA decreased in the plantlets stressed by virus infection or drought. Simultaneous stresses by the virus and drought had co-effects on the levels of ABA and IAA. Up-regulation of expressions of ABA biosynthesis genes and down-regulation of expressions of IAA biosynthesis genes were responsible for the alternations of ABA and IAA levels induced by either the virus infection or drought stress and co-stress by them. Experimental strategies established in the present study using in vitro system facilitate investigations on 'pure' biotic and abiotic stress on plants. The results obtained here provide new insights into adverse effects of stress induced by virus and drought, in single and particularly their combination, on plants, and allow us to re-orientate agricultural managements toward sustainable development of the agriculture.
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Affiliation(s)
- Zhen-Hua Cui
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Genetic Improvement of Horticultural Crops of Northwest China, College of Horticulture, Northwest A&F UniversityYangling, China
- Department of Viticulture and Enology, University of California, DavisDavis, CA, USA
| | - Wen-Lu Bi
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Genetic Improvement of Horticultural Crops of Northwest China, College of Horticulture, Northwest A&F UniversityYangling, China
| | - Xin-Yi Hao
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Genetic Improvement of Horticultural Crops of Northwest China, College of Horticulture, Northwest A&F UniversityYangling, China
| | - Yan Xu
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Genetic Improvement of Horticultural Crops of Northwest China, College of Horticulture, Northwest A&F UniversityYangling, China
| | - Peng-Min Li
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Genetic Improvement of Horticultural Crops of Northwest China, College of Horticulture, Northwest A&F UniversityYangling, China
| | - M. Andrew Walker
- Department of Viticulture and Enology, University of California, DavisDavis, CA, USA
| | - Qiao-Chun Wang
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Genetic Improvement of Horticultural Crops of Northwest China, College of Horticulture, Northwest A&F UniversityYangling, China
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