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Genome-wide association study(GWAS)identifies genetic loci and candidate genes for variation in protein and oil content in Sesamum indicum L.
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作者 Habtamu Kefale Rong Zhou +6 位作者 Muez Berhe Ahmed A.Abbas Chris O.Ojiewo Huan Li Ting Zhou Jun You linhai wang 《Oil Crop Science》 2025年第4期337-347,共11页
Sesame(Sesamum indicum L.)is an ancient diploid oilseed crop valued for its high oil content,quality protein,unsaturated fatty acids,and antioxidants.The emerging research focuses on the utilization of vegetable prote... Sesame(Sesamum indicum L.)is an ancient diploid oilseed crop valued for its high oil content,quality protein,unsaturated fatty acids,and antioxidants.The emerging research focuses on the utilization of vegetable proteins in the development of novel products and the formulation of functional foods.Developing sesame genotypes with higher protein and oil content is a current focus for improving sesame quality traits,as preferred by the sesame seed oil industry and consumers.Despite previous genome-wide association studies(GWAS)on various agronomic and biochemical traits in sesame,the genetic basis of protein content and oil content remains limited.Therefore,this study was designed to identify candidate genes and quantitative trait loci(QTLs)regulating the target traits using 401 sesame accessions grown in three environments(2018WH,2018LQ,and 2022WH).The protein and oil content in the sesame population varied significantly.The protein content ranged from 15.06%to 26.45%,while the oil content was between 41.68%and 60.15%.Furthermore,the white seeds had a higher oil content,while the black seeds had a higher protein content,indicating an association between seed colour and oil and protein content.GWAS results revealed that 632 and 269 QTLs were selected as significant genetic regions for protein and oil content,respectively.Of these significant QTLs,we identified 10 and 22 stable QTLs for protein and oil content,respectively.A total of 17 candidate genes related to protein and oil content were identified within 32 stable quantitative trait loci(QTLs).Interestingly,two variant sites,SNP13:10093594 and In Del13:10935497,related to protein content,were identified in the gene sequences of SINPZ1300586 and SINPZ1300694.Four SNPs,SNP1:22608987,SNP4:13355820,SNP8:21686488,and SNP11:142842,for oil content were found correspond to the genes SINPZ0102106,SINPZ0401222,SINPZ0801731,and SINPZ1100015,respectively.The findings provide light on the genetic basis of protein and oil characteristics.These genes and QTLs can aid the molecular breeding and genetic engineering of innovative sesame germplasm,with improved potential for protein and oil content,as well as desired quality attributes. 展开更多
关键词 SESAME Quality traits Oil content Protein content GWAS QTLS
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Quantifying of spatio-temporal variations in the regional gravity field and the effectiveness of earthquake prediction:A case study of M_(S)≥5.0 earthquakes in the Sichuan-Yunnan region during 2021-2024
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作者 Weimin Xu Shi Chen +9 位作者 Yongbo Li Jiangpei Huang Bing Zheng Yufei Han Zhaohui Chen Qiuyue Zheng Hongyan Lu linhai wang Honglei Li Dong Liu 《Earthquake Science》 2025年第4期375-390,共16页
Since the 1975 M_(S)7.3 Haicheng earthquake,spatio-temporal variations in the gravity field have attracted much attention as potential earthquake precursors.Recent technical advances in terrestrial gravity observation... Since the 1975 M_(S)7.3 Haicheng earthquake,spatio-temporal variations in the gravity field have attracted much attention as potential earthquake precursors.Recent technical advances in terrestrial gravity observation,along with the construction of a high-precision mobile gravity network covering Chinese mainland,have positioned temporal gravity variations(GVs)as an important tool for clarifying the signal characteristics and dynamic mechanisms of crustal sources.Reportedly,crustal mass transfer,which is affected by stress state and structural environment,alters the characteristics of the regional gravity field,thus serving as an indicator for locations of moderate to strong earthquakes and a seismology-independent predictor for regions at risk for strong earthquakes.Therefore,quantitatively tracking time-varying gravity is of paramount importance to enhance the effectiveness of earthquake prediction.In this study,we divided the areas effectively covered by the terrestrial mobile gravity network in the Sichuan-Yunnan region into small grids based on the latest observational data(since 2018)from the network.Next,we calculated the 1-and 3-year GVs and gravity gradient indicators(amplitude of analytic signal,AAS;total horizontal derivative,THD;and amplitude of vertical gradient,AVG)to quantitatively characterize variations in regional time-varying gravity field.Next,we assessed the effectiveness of gravity field variations in predicting earthquakes in the Sichuan-Yunnan region using Molchan diagrams constructed for gravity signals of 13 earthquakes(M≥5.0;occurred between 2021 and 2024)within the terrestrial mobile gravity network.The results reveal a certain correspondence between gravity field variations and the locations of moderate and strong earthquakes in the Sichuan-Yunnan region.Furthermore,the 3-year AAS and AVG outperform the 3-year THD in predicting subsequent seismic events.Notably,the AAS and AVG showed large probability gains prior to the M_(S)6.8 Luding earthquake,indicating their potential for earthquake prediction. 展开更多
关键词 gravity variation sichuan-yunnan region molchan diagram method earthquake precursor prediction efficacy
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Genes and QTLs discovery for sesame(Sesamum indicum L.)breeding traits:A review
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作者 Desawi Hdru Teklu Ahmed A.Abbas +1 位作者 Jun You linhai wang 《Oil Crop Science》 2025年第3期240-258,共19页
Sesame is a multi-purpose high-value oilseed crop,which can beused in the food,feed,and cosmetics applica-tions.The low yield of sesame is due to the lack of high-yielding and locally adapted varieties,which have the ... Sesame is a multi-purpose high-value oilseed crop,which can beused in the food,feed,and cosmetics applica-tions.The low yield of sesame is due to the lack of high-yielding and locally adapted varieties,which have the susceptibility to capsule shattering and biotic and abiotic stresses.The breeding gains in sesame are low and stagnant compared to other oilseed crops such as canola,groundnut and sunflower.Breeding for enhanced yieldrelated,oil quantity and quality,biotic and abiotic stresses tolerant varieties is vital to the adaptation of the climate change.Several genes and quantitative trait loci(QTLs)related to yield-related,oil quantity and quality,biotic and abiotic stresses tolerant have been identified through modern plant breeding tools in sesame.The depth understanding of the genetic basis,molecular mechanisms and regulatory genes involved in yield-related,oil quantity and quality,biotic and abiotic stresses tolerant in sesame is important for the improvement of sesame breeding programs.This article reviews and documents these achievements will provide fundamental data and references for practical applications of sesam research. 展开更多
关键词 Candidate genes Genetic diversity GWAS QTL Sesamum indicum
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Near-infrared reflectance spectroscopy reveals wide variation in major components of sesame seeds from Africa and Asia 被引量:14
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作者 Komivi Dossa Xin Wei +7 位作者 Marème Niang Pan Liu Yanxin Zhang linhai wang Boshou Liao Ndiaga Cissé Xiurong Zhang Diaga Diouf 《The Crop Journal》 SCIE CAS CSCD 2018年第2期202-206,共5页
Sesame is an important oilseed crop in Africa and Asia, owing to its high nutritional quality seed and market value. Variation in sesame seed components including oil, oleic acid,linoleic acid, and protein was investi... Sesame is an important oilseed crop in Africa and Asia, owing to its high nutritional quality seed and market value. Variation in sesame seed components including oil, oleic acid,linoleic acid, and protein was investigated by near-infrared reflectance spectrometry in 139 samples collected from different countries. Oil and protein contents were between 40.8%and 60.3%(mean 53.0%) and 15.5% to 25.5%(mean 20.4%), respectively. Linoleic acid,ranging from 31.8% to 52.4%(mean 46%) was more abundant than oleic acid(31.8%–50.6%,mean 38.1%). Light-seeded samples displayed higher nutritional quality, as they were richer in oil, protein, and linoleic acid than dark seeds. Samples from Africa had higher oil and linoleic acid contents, while Asian samples had higher oleic content. The analysis revealed West African sesame cultivars containing especially high levels of seed components, which may command high market values. Two clusters of sesame samples grouped by seed composition were obtained, including one cluster with high oil and oleic acid content and the other with high protein and linoleic acid content. This study revealed that sesame samples from Africa and Asia harbor high variation for major seed components and also provided background information for breeding high-nutrition varieties according to the demands of sesame seed markets. 展开更多
关键词 Sesamum indicum Major SEED components VARIATION ASIA AFRICA NIRS
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Genome-wide identification of TPS genes in sesame and analysis of their expression in response to abiotic stresses 被引量:4
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作者 wangyi Zhou Chen Sheng +4 位作者 Senouwa Segla Koffi Dossou Zhijian wang Shengnan Song Jun You linhai wang 《Oil Crop Science》 CSCD 2023年第2期81-88,共8页
Trehalose and its precursor,trehalose-6-phosphate,play critical roles in plant metabolism and response to abiotic stresses.Trehalose-6-phosphate synthase(TPS)is a key enzyme in the trehalose synthesis pathway.Hence th... Trehalose and its precursor,trehalose-6-phosphate,play critical roles in plant metabolism and response to abiotic stresses.Trehalose-6-phosphate synthase(TPS)is a key enzyme in the trehalose synthesis pathway.Hence this study identified TPS genes in sesame(SiTPSs)and examined their expression patterns under various abiotic stresses.Totally,ten SiTPSs were identified and comprehensively characterized.SiTPSs were found to be unevenly distributed on five out of 13 sesame chromosomes and were predicted to be localized in chloroplasts and vacuoles of cells.Phylogenetic analysis classified SiTPS proteins into two groups(I and II),which was supported by gene structure and conserved motif analyses.Analysis of cis-acting elements in promoter regions of SiTPSs revealed that they might primarily involve developmental and environmental responses.SiTPSs exhibited different expression patterns in different tissues and under different abiotic stresses.Most group II SiTPS genes(SiTPS4-SiTPS10)were strongly induced by drought,salt,waterlogging,and osmotic stress.Particularly,SiTPS10 was the most significantly up-regulated under various abiotic stresses,indicating it is a candidate gene for improving sesame tolerance to multiple abiotic stresses.Our results provide insight into the TPS gene family in sesame and fundamental resources for genomics studies towards dissecting SiTPS genes’functions. 展开更多
关键词 SESAME TPS Gene family Abiotic stress Gene expression
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Research Progress in Surface and Marine Gravimetry 被引量:3
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作者 Heping SUN Lifeng BAO +13 位作者 Shi CHEN Xiaoming CUI Qianqian LI Lulu JIA Jianqiao XU Jiangcun ZHOU Minzhang HU Yiqing ZHU Xiaodong CHEN Lin WU Jiancheng HAN Honglei LI Miaomiao ZHANG linhai wang 《Journal of Geodesy and Geoinformation Science》 CSCD 2023年第3期19-32,共14页
Gravity field is the most basic physical field generated by the material properties of the Earth system.It reflects the spatial distribution,movement and change of materials determined by the interaction and dynamic p... Gravity field is the most basic physical field generated by the material properties of the Earth system.It reflects the spatial distribution,movement and change of materials determined by the interaction and dynamic process inside the Earth.Over the years,a variety of technical means have been used to detect the Earth’s gravity field and supported numerous studies on the global change,resource detection,geological structure movement,water resources change and other related fields of research.Here is part of the progress in surface and marine gravimetry obtained by Chinese geodesy scientists from 2019 to 2023 from the following aspects,including:①Continuous gravity network in Chinese mainland;②Application of superconducting gravity measurement;③Network adjustment for continental-scale gravity survey campaign and data quality control;④Regional time-variable gravity field and its application;⑤Research progress on novel technologies for gravity inversion;⑥Research progress on marine gravity field determination;⑦Application research on marine gravity field. 展开更多
关键词 surface and marine gravimetry time-variable gravity field GEODYNAMICS gravity inversion
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Time-varying gravity field model of Sichuan-Yunnan region based on the equivalent mass source model 被引量:1
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作者 Xiaozhen Hou Shi Chen +2 位作者 linhai wang Jiancheng Han Dong Ma 《Geodesy and Geodynamics》 EI CSCD 2023年第6期566-572,共7页
High-precision time-varying gravity field is an effective way to study the internal mass movement and understanding the spatio-temporal evolution process of the geodynamic system.Compared to the satellite gravity meas... High-precision time-varying gravity field is an effective way to study the internal mass movement and understanding the spatio-temporal evolution process of the geodynamic system.Compared to the satellite gravity measurement,the repeated terrestrial gravity observation can provide a more high-order signal related to the shallow crust and subsurface.However,the suitable and unified method for gravity model estimation is a key problem for further applications.In this study,we introduce the spherical hexahedron element to simulate the field source mass and forward model the change of gravity field located at the Sichuan-Yunnan region(99—104°E,23—29°N)in the four epochs from 2015 to 2017.Compared to the experimental results based on Slepian or spherical harmonics frequency domain method,this alternative approach is suitable for constructing the equivalent mass source model of regional-scale gravity data,by introducing the first-order smooth prior condition of gravity time-varying signal to suppress the high-frequency component of the signal.The results can provide a higher spatial resolution reference for regional gravity field modeling in the Sichuan-Yunnan region. 展开更多
关键词 Gravity change Equivalent source model Time-varying gravity model Gravity field INVERSION
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Biochemical and physio-morphological indices for sesame drought resistance germplasm selection 被引量:1
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作者 Donghua Li Komivi Dossa +4 位作者 Yanxin Zhang Lei wang Xiaofeng Zhu linhai wang Xiurong Zhang 《Oil Crop Science》 2018年第2期99-110,共12页
In order to efficiently screen drought resistant varieties from a large scale of sesame germplasm, key traits were identified in this study. Six varieties with different drought resistance levels were submitted to a r... In order to efficiently screen drought resistant varieties from a large scale of sesame germplasm, key traits were identified in this study. Six varieties with different drought resistance levels were submitted to a repeated drought stress experiment followed by rehydration phases at seedling stage. Results revealed that ‘ZZM5396', ‘ZZM1446' and‘ZZM0635' showed highest drought resistance features by phenotypic, physiological and biochemical detection. Peroxidase(POD) and catalase(CAT) activities, photosynthetic rate(Photo), root and stem dry matters are indices for drought resistance screening in sesame.Our results from seedling stage were consistent with that from germination stage, despite the fact that ‘ZZM1446' appeared to be superior under drought at seedling stage. The identified genotypes may be useful for breeding towards drought resistance and relevant molecular analysis in sesame. 展开更多
关键词 SESAME DROUGHT stress physiology ANTIOXIDANT DROUGHT indices
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Research on Short-Term Load Forecasting of Distribution Stations Based on the Clustering Improvement Fuzzy Time Series Algorithm
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作者 Jipeng Gu Weijie Zhang +5 位作者 Youbing Zhang Binjie wang Wei Lou Mingkang Ye linhai wang Tao Liu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第9期2221-2236,共16页
An improved fuzzy time series algorithmbased on clustering is designed in this paper.The algorithm is successfully applied to short-term load forecasting in the distribution stations.Firstly,the K-means clustering met... An improved fuzzy time series algorithmbased on clustering is designed in this paper.The algorithm is successfully applied to short-term load forecasting in the distribution stations.Firstly,the K-means clustering method is used to cluster the data,and the midpoint of two adjacent clustering centers is taken as the dividing point of domain division.On this basis,the data is fuzzed to form a fuzzy time series.Secondly,a high-order fuzzy relation with multiple antecedents is established according to the main measurement indexes of power load,which is used to predict the short-term trend change of load in the distribution stations.Matlab/Simulink simulation results show that the load forecasting errors of the typical fuzzy time series on the time scale of one day and one week are[−50,20]and[−50,30],while the load forecasting errors of the improved fuzzy time series on the time scale of one day and one week are[−20,15]and[−20,25].It shows that the fuzzy time series algorithm improved by clustering improves the prediction accuracy and can effectively predict the short-term load trend of distribution stations. 展开更多
关键词 Short-term load forecasting fuzzy time series K-means clustering distribution stations
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Analysis of flavor and widely metabolomics differences in black sesame before and after processing
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作者 Yini Yang linhai wang +3 位作者 Yunhai wang Yuting An Qi Zhou Xia Xiang 《Oil Crop Science》 CSCD 2024年第1期38-45,共8页
The objective of this study was to determine the differences of aroma and taste in three black sesame originsbefore and after processing via flavor and widely metabolomics.By analyzing the sensory characteristics and ... The objective of this study was to determine the differences of aroma and taste in three black sesame originsbefore and after processing via flavor and widely metabolomics.By analyzing the sensory characteristics and metabolites of raw and treated black sesame from China,Vietnam,and Myanmar,treated Chinese sesame have the most significant change in hardness after thermal processing,low viscosity and was easy to chew.The electronic nose could distinguish between raw and treated sesame due to the aroma distribution.The reason of treated sesame from China was“fragrant”is due to the highest content(2545.50μg/kg)of total pyrazines including 2,5-dimethylpyrazine,2-ethyl-5-methylpyrazine,2,3,5-trimethylpyrazine,3-ethyl-2,5-dimethylpyrazine.933 metabolites were detected via a wide targeted metabolomics in the taste of raw and treated sesame.Based on the analysis of metabolites related to bitterness,145 substances were selected.The main bitter contributors may be amino acids,dipeptides and organic acids. 展开更多
关键词 Flavoromics Metabolomics Black sesame AROMA TASTE Distribution
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Large scale genetic landscape and population structure of Ethiopian sesame (Sesamum indicum L.) germplasm revealed through molecular marker analysis
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作者 Muez Berhe Jun You +4 位作者 Komivi Dossa Fetien Abay Abera Emmanuel Amponsah Adjei Yanxin Zhang linhai wang 《Oil Crop Science》 CSCD 2023年第4期266-277,共12页
Sesame(Sesamum indicum L.) plays a crucial role in Ethiopian agriculture,serving both subsistence and commercial purposes.However,our understanding of the extensive genetic diversity and population structure of Ethiop... Sesame(Sesamum indicum L.) plays a crucial role in Ethiopian agriculture,serving both subsistence and commercial purposes.However,our understanding of the extensive genetic diversity and population structure of Ethiopian sesame remains limited.To address this knowledge gap,we genotyped 368 Ethiopian sesame germplasms,categorizing into four distinct breeding groups:Accessions,landraces,improved varieties,and wild types,using a comprehensive set of 28 polymorphic markers,including 23 simple sequence repeat(SSR) and five Insertion-Deletion(InDel) markers.These markers ensured robust genomic representation,with at least two markers per linkage group.Our results unveiled substantial genetic diversity,identifying a total of 535 alleles across all accessions.On average,each locus displayed 8.83 alleles,with observed and expected heterozygosity values of 0.30 and 0.36,respectively.Gene Diversity and Polymorphic Information Content(PIC) were recorded at 0.37 and 0.35.The percentage of polymorphic loci varied significantly among breeding groups,ranging from8.00% to 82.40%,indicating high diversity in accessions(82.4%),moderate diversity in improved varieties(31.20%) and landraces(29.60%),and limited diversity in wild types(8.00).Analysis of Molecular Variance(AMOVA) results emphasized significant genetic differentiation among populations,with substantial diversity(P<0.001) within each population.Approximately 8% of the entire genetic diversity could be attributed to distinctions among populations,while the larger proportion of genetic diversity(92%) resided within each individual sesame population,showcasing heightened diversity within each group.Our study’s findings received support from both Bayesian clustering and Neighbor-joining(NJ) analysis,reaffirming the credibility of our genetic structure insights.Notably,Population structure analysis at its highest Δk value(k=2) revealed the existence of two primary genetic clusters,further subdivided into four sub-populations at k=4.Similarly,NJ analysis identified two prominent clusters,each displaying additional sub-clustering.In conclusion,our research provides a comprehensive understanding of genetic groups,subpopulations,and overall diversity within Ethiopian sesame populations.These findings underscore the significant genetic diversity and population structure within Ethiopian sesame germplasm collections.This genetic richness holds promise for breeding and conservation efforts,highlighting the importance of preserving genetic diversity to ensure adaptation to changing environments and meet the needs of farmers and consumers. 展开更多
关键词 Alleles Conservation Genetic diversity Molecular markers Population structure
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Characterization of plant genomic SSR loci and exploration of an experiential method of developing SSR markers
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作者 Xiaodong ZHU linhai wang +3 位作者 Jingyin YU Xin WEI Yanxin ZHANG Xiurong ZHANG 《Oil Crop Science》 2016年第1期21-30,共10页
The next - generation sequencing platform has revealed the genomic sequences of numer-ous plant species that are ideal resources for simple sequence repeat (SSR) locus screening. In this stud-y, we performed a ... The next - generation sequencing platform has revealed the genomic sequences of numer-ous plant species that are ideal resources for simple sequence repeat (SSR) locus screening. In this stud-y, we performed a comparative genomic SSR analysis on 9 sequenced plants. This showed that the total numbers of mono-, di-, tri-, tetra-, penta-, and hexa-nucleotide repeat SSRs and compound SSRs ranged from 45,552 to 326,319, and the frequencies varied from 177.9 to 573.7 with an average of 401. 3 per Mb. The SSR numbers decreased as the size of the repeat unit increased. The mono-and di-nucleotide SSRs and compound SSRs accounted for more than 78% of the total SSRs in these plants. A/T-rich re-peat motifs were generally dominant in most plants. The sizes of different SSRs varied from 10 to 7288 bp, but at least 85% of them were less than 45 bp. The polymorphism rates of different SSR types ranged from 1.5% to 14.4% in Sesamum indicum, and the mono- and di-nucleotide SSRs displayed the highest polymorphism, followed by the compound SSRs (11.2% ) . These results provide comprehensive insight into the SSR loci of plants and serve as an experimental reference for improvement of SSR marker devel-opment based on plant genomic sequences. 展开更多
关键词 genomic SSR CHARACTERIZATION POLYMORPHISM marker development plants
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Association Analysis for Quality Traits in a Diverse Panel of Chinese Sesame(Sesamum indicum L.)Germplasm 被引量:10
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作者 Wenliang Wei Yanxin Zhang +3 位作者 Haixia Lü Donghua Li linhai wang Xiurong Zhang 《Journal of Integrative Plant Biology》 SCIE CAS CSCD 2013年第8期745-758,共14页
The main objective of this study was to evaluate the potential of a sesame (Sesamum indicum L.) panel for association analysis, and investigate the genetic basis of oil content (OC), protein content, oleic acid co... The main objective of this study was to evaluate the potential of a sesame (Sesamum indicum L.) panel for association analysis, and investigate the genetic basis of oil content (OC), protein content, oleic acid concentration, and linoleic acid concentration using association mapping. A panel of 216 sesame accessions was phenotyped in a multi-environment trial and fingerprinted with 608 polymorphic loci produced by 79 primers, including simple sequence repeats (SSRs), sequence-related amplified polymorphisms (SRAPs), and amplified fragment length polymorphisms (AFLPs). Population structure analysis revealed two subgroups in the population. The Q model performed better for its ability to re-identify associations for the four traits at highly significant P-values compared to the other three mixed models. And a total of 35 and 25 associations for the four traits in 2010 and 2011 were identified, respectively, with the Q model after Bonferroni correction. Among those associations, only one for OC was re-identified in two environments, and several markers associated simultaneously with multiple traits were discovered. These results suggest the power and stability of the Q model for association analysis of nutritional traits in this sesame panel for its slight population stratification and familial relationship, which could aid in dissecting complex traits, and could help to develop strategies for improving nutritional quality. 展开更多
关键词 Association mapping nutritional trait population structure Sesamum indicum L.
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