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1.
Plant Commun ; 5(1): 100729, 2024 Jan 08.
Article in English | MEDLINE | ID: mdl-37798879

ABSTRACT

Sesame is an ancient oilseed crop with high oil content and quality. However, the evolutionary history and genetic mechanisms of its valuable agronomic traits remain unclear. Here, we report chromosome-scale genomes of cultivated sesame (Sesamum indicum L.) and six wild Sesamum species, representing all three karyotypes within this genus. Karyotyping and genome-based phylogenic analysis revealed the evolutionary route of Sesamum species from n = 13 to n = 16 and revealed that allotetraploidization occurred in the wild species Sesamum radiatum. Early divergence of the Sesamum genus (48.5-19.7 million years ago) during the Tertiary period and its ancient phylogenic position within eudicots were observed. Pan-genome analysis revealed 9164 core gene families in the 7 Sesamum species. These families are significantly enriched in various metabolic pathways, including fatty acid (FA) metabolism and FA biosynthesis. Structural variations in SiPT1 and SiDT1 within the phosphatidyl ethanolamine-binding protein gene family lead to the genomic evolution of plant-architecture and inflorescence-development phenotypes in Sesamum. A genome-wide association study (GWAS) of an interspecific population and genome comparisons revealed a long terminal repeat insertion and a sequence deletion in DIR genes of wild Sesamum angustifolium and cultivated sesame, respectively; both variations independently cause high susceptibility to Fusarium wilt disease. A GWAS of 560 sesame accessions combined with an overexpression study confirmed that the NAC1 and PPO genes play an important role in upregulating oil content of sesame. Our study provides high-quality genomic resources for cultivated and wild Sesamum species and insights that can improve molecular breeding strategies for sesame and other oilseed crops.


Subject(s)
Sesamum , Sesamum/genetics , Sesamum/metabolism , Genome-Wide Association Study , Phenotype , Genomics , Evolution, Molecular
2.
BMC Genomics ; 21(1): 357, 2020 May 12.
Article in English | MEDLINE | ID: mdl-32398006

ABSTRACT

BACKGROUND: Fusarium ear rot (FER) caused by Fusarium verticillioides is a major disease of maize that reduces grain yield and quality globally. However, there have been few reports of major loci for FER were verified and cloned. RESULT: To gain a comprehensive understanding of the genetic basis of natural variation in FER resistance, a recombinant inbred lines (RIL) population and one panel of inbred lines were used to map quantitative trait loci (QTL) for resistance. As a result, a total of 10 QTL were identified by linkage mapping under four environments, which were located on six chromosomes and explained 1.0-7.1% of the phenotypic variation. Epistatic mapping detected four pairs of QTL that showed significant epistasis effects, explaining 2.1-3.0% of the phenotypic variation. Additionally, 18 single nucleotide polymorphisms (SNPs) were identified across the whole genome by genome-wide association study (GWAS) under five environments. Compared linkage and association mapping revealed five common intervals located on chromosomes 3, 4, and 5 associated with FER resistance, four of which were verified in different near-isogenic lines (NILs) populations. GWAS identified three candidate genes in these consistent intervals, which belonged to the Glutaredoxin protein family, actin-depolymerizing factors (ADFs), and AMP-binding proteins. In addition, two verified FER QTL regions were found consistent with Fusarium cob rot (FCR) and Fusarium seed rot (FSR). CONCLUSIONS: These results revealed that multi pathways were involved in FER resistance, which was a complex trait that was controlled by multiple genes with minor effects, and provided important QTL and genes, which could be used in molecular breeding for resistance.


Subject(s)
Chromosome Mapping/methods , Disease Resistance/genetics , Fusarium/pathogenicity , Genome-Wide Association Study , Quantitative Trait Loci , Zea mays/genetics , Actin Depolymerizing Factors/genetics , Chromosomes, Plant , Phenotype , Plant Diseases/genetics , Plant Diseases/microbiology , Plant Proteins/genetics , Polymorphism, Single Nucleotide , Zea mays/microbiology
3.
J Exp Bot ; 70(18): 4849-4864, 2019 09 24.
Article in English | MEDLINE | ID: mdl-30972421

ABSTRACT

It is predicted that high-temperature stress will increasingly affect crop yields worldwide as a result of climate change. In order to determine the genetic basis of thermotolerance of seed-set in maize under field conditions, we performed mapping of quantitative trait loci (QTLs) in a recombinant inbred line (RIL) population using a collection of 8329 specifically developed high-density single-nucleotide polymorphism (SNP) markers, combined with a genome-wide association study (GWAS) of 261 diverse maize lines using 259 973 SNPs. In total, four QTLs and 17 genes associated with 42 SNPs related to thermotolerance of seed-set were identified. Among them, four candidate genes were found in both linkage mapping and GWAS. Thermotolerance of seed-set was increased significantly in near-isogenic lines (NILs) that incorporated the four candidate genes in a susceptible parent background. The expression profiles of two of the four genes showed that they were induced by high temperatures in the maize tassel in a tolerant parent background. Our results indicate that thermotolerance of maize seed-set is regulated by multiple genes each of which has minor effects, with calcium signaling playing a central role. The genes identified may be exploited in breeding programs to improve seed-set and yield of maize under heat stress.


Subject(s)
Genes, Plant/physiology , Genome, Plant , Thermotolerance/genetics , Zea mays/physiology , Chromosome Mapping , Genome-Wide Association Study , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Seeds/physiology , Zea mays/genetics
4.
Theor Appl Genet ; 132(4): 1049-1059, 2019 Apr.
Article in English | MEDLINE | ID: mdl-30535634

ABSTRACT

KEY MESSAGE: We lay the foundation for further research on maize resistance to Fusarium verticillioides cob rot by identifying a candidate resistance gene. Fusarium verticillioides ear rot is the most common type of maize ear rot in the Huanghuaihai Plain of China. Ear rot resistance includes cob and kernel resistance. Most of the current literature concentrates on kernel resistance, and genetic studies on cob resistance are scarce. We aimed on identifying the QTLs responsible for F. verticillioides cob rot (FCR) resistance. Twenty-eight genes associated with 48 single nucleotide polymorphisms (SNPs) were identified (P < 10-4) to correlate with FCR resistance using a whole-genome association study. The major quantitative trait locus, qRcfv2, for FCR resistance was identified on chromosome 2 through linkage mapping and was validated in near-isogenic line populations. Two candidate genes associated with two SNPs were detected in the qRcfv2 region with a lower threshold (P < 10-3). Through real-time fluorescence quantitative PCR, one candidate gene was found to have no expression in the cob but the other was expressed in response to F. verticillioides. These results lay a foundation for research on the resistance mechanisms of cob and provide resources for marker-assisted selection.


Subject(s)
Disease Resistance/genetics , Fusarium/physiology , Plant Diseases/genetics , Plant Diseases/microbiology , Zea mays/genetics , Zea mays/microbiology , Chromosome Mapping , Gene Expression Regulation, Plant , Genes, Plant , Genome-Wide Association Study , Phenotype , Physical Chromosome Mapping , Polymorphism, Single Nucleotide/genetics , Quantitative Trait Loci/genetics , Reproducibility of Results
5.
Plant Genome ; 11(3)2018 11.
Article in English | MEDLINE | ID: mdl-30512044

ABSTRACT

Ear length (EL) is an important trait in maize ( L.) because it is positively correlated with grain yield. To understand the genetic basis of natural EL variation, a F, a four-way cross and a genome-wide association study (GWAS) population were used to identify the quantitative trait loci (QTLs) and candidate EL genes. Linkage mapping identified 14 QTLs in two types of populations from multiple environments. Six of them were located in three common genomic regions considered "stable QTLs". Candidate genes for the three stable QTLs were identified by the GWAS results. These were related to auxin transport, cell proliferation, and developmental regulation. These results confirm that maize EL is under strong genetic control by many small-effect genes. They also improve our understanding of the genetic basis of maize EL.


Subject(s)
Genes, Plant , Quantitative Trait Loci , Zea mays/genetics , Chromosome Mapping , Chromosomes, Plant , Genome-Wide Association Study , Phenotype , Zea mays/anatomy & histology
6.
Bio Protoc ; 8(23): e3099, 2018 Dec 05.
Article in English | MEDLINE | ID: mdl-34532546

ABSTRACT

Maize ear rot is a worldwide fungal disease mainly caused by Fusarium verticillioides and Fusarium graminearum. Maize planted in the field was inoculated with Fusarium verticillioides at the filling stage, 15 days after pollination. Two milliliters of spore suspension with a concentration of 5 x 106/ml was injected into the middle of the top ear using pricking ear method to cause maize ear rot. The thirty days after inoculation was the most suitable time for phenotypic evaluation of Fusarium resistance.

7.
Sci Rep ; 7: 46446, 2017 04 19.
Article in English | MEDLINE | ID: mdl-28422143

ABSTRACT

Fusarium verticillioides can be transmitted via seeds and cause systemic infection in maize (Zea mays L.); its mycotoxin has harmful effects on animal and human health. We combined QTL mapping in recombinant inbred line (RIL) populations with a genome-wide association study (GWAS) of 217 diverse maize lines using 224,152 single nucleotide polymorphisms (SNPs) under controlled conditions to determine the genetic architecture of F. verticillioides seed rot (FSR) resistance. Our study identified 8 quantitative trait loci (QTLs) and 43 genes associated with 57 SNPs that were correlated with FSR resistance through linkage mapping and GWAS, respectively. Among these, there were three candidate genes, namely GRMZM2G0081223, AC213654.3_FG004, and GRMZM2G099255, which were detected in both linkage mapping and GWAS. Furthermore, the near-isogenic lines (NILs) containing GRMZM2G0081223, which also had a susceptible parent background, were found to have a significantly improved level of resistance. In addition, the expression profile of the three candidate genes revealed that they all respond to the infection following inoculation with F. verticillioides. These genetic analyses indicate that FSR resistance is controlled by loci with minor effect, and the polymerization breeding of lines with beneficial alleles and candidate genes could improve FSR resistance in maize.


Subject(s)
Fusarium/pathogenicity , Plant Diseases/genetics , Plant Diseases/microbiology , Zea mays/genetics , Zea mays/microbiology , Animals , China , Chromosome Mapping , Disease Resistance/genetics , Genome, Plant , Genome-Wide Association Study , Humans , Phenotype , Plant Breeding , Plant Diseases/prevention & control , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Seeds/microbiology
8.
Zhong Nan Da Xue Xue Bao Yi Xue Ban ; 40(6): 605-11, 2015 Jun.
Article in Chinese | MEDLINE | ID: mdl-26164508

ABSTRACT

OBJECTIVE: To isolate the collagen phagocytic subpopulation of fibroblast (CPSF) and non-collagen phagocytic subpopulation of fibroblast (nCPSF) and to identify their differentially expressed genes.
 METHODS: The CPSF and nCPSF was isolated by using collagen-fluorescein-isothiocynate-latex bead (COL-FITC-LB) phagocytosis technique and FCM sorting method. Microarray analysis was used to screen the differentially expressed genes, which were verified by real-time PCR. 
 RESULTS: CPSF and nCPSF was successfully isolated. Seventeen differentially expressed genes were identified. Compared with nCPSF, the expression of 12 or 5 genes was up-regulated or down-regulated in CPSF. Three of the 12 up-regulated genes were urokinase plasminogen activator receptor-associated protein (uPARAP), cytochrome b-245, beta polypeptide (CYBB) and Hook homolog 1 (HOOK1), which were confirmed by real-time PCR. uPARAP mRNA expression level in CPSF was 2788 times of that in nCPSF. CYBB mRNA expression in CPSF was only 0.85 times of that in nCPSF. HOOK1 mRNA expression in CPSF was 1.96 times of that in nCPSF (P<0.05). 
 CONCLUSION: A novel method is successfully established to isolate CPSF and nCPSF. uPARAP is the main differentially expressed gene in CPSF and nCPSF, which is obviously involved in the fibroblast collagen phagocytosis. It might be a potential biomarker for treatment of collagen diseases.


Subject(s)
Collagen/genetics , Fibroblasts/cytology , Phagocytosis , Down-Regulation , Humans , Microarray Analysis , Up-Regulation
9.
Mol Cell Proteomics ; 12(12): 3653-65, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24019147

ABSTRACT

Brassinosteroids (BRs) are essential phytohormones for plant growth and development. BRs are perceived by the cell surface receptor kinase BRI1, and downstream signal transduction through multiple components leads to activation of the transcription factors BZR1 and BZR2/BES1. BZR1 activity is highly controlled by BR through reversible phosphorylation, protein degradation, and nucleocytoplasmic shuttling. To further understand the molecular function of BZR1, we performed tandem affinity purification of the BZR1 complex and identified BZR1-associated proteins using mass spectrometry. These BZR1-associated proteins included several known BR signaling components, such as BIN2, BSK1, 14-3-3λ, and PP2A, as well as a large number of proteins with previously unknown functions in BR signal transduction, including the kinases MKK5 and MAPK4, histone deacetylase 19, cysteine proteinase inhibitor 6, a DEAD-box RNA helicase, cysteine endopeptidases RD21A and RD21B, calmodulin-binding transcription activator 5, ubiquitin protease 12, cyclophilin 59, and phospholipid-binding protein synaptotagmin A. Their interactions with BZR1 were confirmed by in vivo and in vitro assays. Furthermore, MKK5 was found to phosphorylate BZR1 in vitro. This study demonstrates an effective method for purifying proteins associated with low-abundance transcription factors, and identifies new BZR1-interacting proteins with potentially important roles in BR response.


Subject(s)
Arabidopsis Proteins/metabolism , Arabidopsis/drug effects , Brassinosteroids/pharmacology , Gene Expression Regulation, Plant , Nuclear Proteins/metabolism , Plant Growth Regulators/pharmacology , Signal Transduction , Arabidopsis/genetics , Arabidopsis/metabolism , Arabidopsis Proteins/genetics , Chromatography, Affinity , DNA-Binding Proteins , Mass Spectrometry , Mitogen-Activated Protein Kinase Kinases/genetics , Mitogen-Activated Protein Kinase Kinases/metabolism , Molecular Sequence Annotation , Nuclear Proteins/genetics , Phosphorylation , Protein Binding , Protein Interaction Mapping , Protein Isoforms/genetics , Protein Isoforms/metabolism , Protein Kinases/genetics , Protein Kinases/metabolism , Protein Transport , Proteolysis
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