Sunflower

向日葵
  • 文章类型: Journal Article
    短串联重复序列(STR)变异很少被探索为适应性进化的贡献者。涉及STR的有趣机制表明,STR充当适应的“调节旋钮”,从而STR等位基因长度的逐步变化对表型产生逐步影响。以前,我们通过对从堪萨斯州到俄克拉荷马州明确定义的向日葵(HelianthusannuusL.)的自然种群进行RNA-Seq实验,在基因表达水平上测试了“调节旋钮”模型的预测。我们鉴定了479个对基因表达(eSTR)具有显著等位基因长度影响的STR。在这项研究中,我们将范围扩大到重点人群的北部和南部,并使用有针对性的方法研究了5个选定的eSTR中STR等位基因长度与基因表达之间的关系。来自内布拉斯加州和德克萨斯州的六个向日葵自然种群的96个个体的种子在一个共同的花园中生长。这些个体在五个eSTR进行了基因分型,用qRT-PCR定量基因表达。线性回归模型鉴定comp26672中的eSTR长度与基因表达显著相关。Further,comp26672eSTR的长度与从内布拉斯加州到德克萨斯州的纬度显著相关.eSTR基因座comp26672位于CHUP1基因中,一个与叶绿体运动相关的基因,这表明了eSTR基因座的潜在适应性作用。总的来说,我们这项有针对性的研究结果表明,在向日葵的广泛地理范围内,一些eSTR的等位基因长度和基因表达之间存在一致的关系,并表明一些eSTR可能有助于常见向日葵的适应性性状。
    Short tandem repeat (STR) variation is rarely explored as a contributor to adaptive evolution. An intriguing mechanism involving STRs suggests that STRs function as \"tuning knobs\" of adaptation whereby stepwise changes in STR allele length have stepwise effects on phenotypes. Previously, we tested the predictions of the \"tuning knob\" model at the gene expression level by conducting an RNA-Seq experiment on natural populations of common sunflower (Helianthus annuus L.) transecting a well-defined cline from Kansas to Oklahoma. We identified 479 STRs with significant allele length effects on gene expression (eSTRs). In this study, we expanded the range to populations further north and south of the focal populations and used a targeted approach to study the relationship between STR allele length and gene expression in five selected eSTRs. Seeds from 96 individuals from six natural populations of sunflower from Nebraska and Texas were grown in a common garden. The individuals were genotyped at the five eSTRs, and gene expression was quantified with qRT-PCR. Linear regression models identified that eSTR length in comp26672 was significantly correlated with gene expression. Further, the length of comp26672 eSTR was significantly correlated with latitude across the range from Nebraska to Texas. The eSTR locus comp26672 was located in the CHUP1 gene, a gene associated with chloroplast movement in response to light intensity, which suggests a potential adaptive role for the eSTR locus. Collectively, our results from this targeted study show a consistent relationship between allele length and gene expression in some eSTRs across a broad geographical range in sunflower and suggest that some eSTRs may contribute to adaptive traits in common sunflower.
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  • 文章类型: Journal Article
    水分亏缺胁迫降低了大田作物的作物产量,包括向日葵,在任何成长阶段。作为回应,大多数植物激活激素和基因表达模式以减轻损害。在这项研究中,我们评估了两个向日葵(HelianthusannuusL.)自交系的生理和基因转录水平的变化-一个敏感(B59系)和一个耐水(B71)-响应水分胁迫,通过使用甘露醇来模拟缺水条件,在两个向日葵系中提供中等压力。在这种胁迫下对各种植物激素积累的分析表明,茉莉酸(JA)在两个品系的芽中均显着增加。同样,水杨酸(SA)在两个系的芽中都增加,尽管它也在B71根部积累。此外,脱落酸(ABA)和吲哚-3-乙酸(IAA)在B59芽中显示出相当大的增加。关于JA和SA途径,在两个品系的芽和B71的根中,WRKY70转录水平均较高。B59品系显示与ABA途径相关的基因(XERICO)和与IAA相关的基因(ARF9和ARF16基因)的过度转录。B71线,另一方面,同时触发了JA,SA和ABA激素途径响应这种胁迫条件。ABA和JA激素途径激活了不同的TFs,如RD20,RD22,RD26,ANAC19和ANAC29,通过MYC2。JA和SA激素途径均激活WRKY70转录因子。总之,每个细胞系都触发了激素和转录途径,以响应水分胁迫,虽然在不同的强度。结果表明,JA的激素途径,SA,IAA和ABA,以及它们的主要相关基因,在向日葵幼苗的早期生长阶段响应水分亏缺而被激活,减轻损害。
    在线版本包含补充材料,可在10.1007/s12298-024-01497-8获得。
    Water deficit stress reduces crop yield in field crops, including sunflowers, at any growth stage. In response, most plants activate hormonal and gene expression patterns to mitigate damage. In this study, we evaluated changes in the physiological and gene transcription levels of two sunflower (Helianthus annuus L.) inbred lines -one sensitive (B59 line) and one water stress-tolerant (B71)-in response to water stress, by using mannitol to simulate water deficit conditions, which provides moderate stress in both sunflower lines. The analyses of the accumulation of various phytohormones under this stress revealed that Jasmonic acid (JA) significantly increased in the shoots of both lines. Similarly, Salicylic acid (SA) increased in the shoots of both lines, although it also accumulated in B71 roots. In addition, Abscisic acid (ABA) and Indole-3-acetic acid (IAA) showed a considerable increase in the B59 shoots. Regarding the JA and SA pathways, the WRKY70 transcription levels were higher in the shoots of both lines and the roots of B71. The B59 line showed overtranscription of a gene related to the ABA pathway (XERICO) and genes associated with IAA (ARF9 and ARF16 genes). The B71 line, on the other hand, simultaneously triggered the JA, SA and ABA hormonal pathways in response to this stress condition. The ABA and JA hormonal pathways activated different TFs, such as RD20, RD22, RD26, ANAC19 and ANAC29, through MYC2. Both the JA and SA hormonal pathways activated the WRKY70 transcription factor. Altogether, each line triggered the hormonal and transcriptional pathways in response to water stress, although at varying intensities. The results suggest that the hormonal pathways of JA, SA, IAA and ABA, along with their primary associated genes, are activated in response to water deficit at the early growth stage in sunflower seedlings, which mitigates damage.
    UNASSIGNED: The online version contains supplementary material available at 10.1007/s12298-024-01497-8.
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  • 文章类型: Journal Article
    在向日葵生长期间,冷浪经常发生,并对植物生长产生负面影响。因此,研究向日葵抗寒的潜在机理至关重要。在这项研究中,生理分析表明,随着冷应激的增加,ROS的水平,丙二醛,抗坏血酸,脱氢抗坏血酸和抗氧化酶活性增加。转录组学进一步确定了任何两种治疗之间的10,903个DEG。聚类分析显示MYB44a的表达,MYB44b,MYB12、bZIP2和bZIP4在冷胁迫下持续上调。冷胁迫可以诱导ROS积累,它与激素信号相互作用,激活冷应答转录因子,调节参与抗氧化防御的靶基因,次级代谢产物生物合成,淀粉和蔗糖代谢增强可提高向日葵的抗寒性。此外,向日葵对冷胁迫的反应可能与CBF途径无关。这些发现增强了我们对向日葵抗寒的认识,并为遗传育种提供了基础。
    During sunflower growth, cold waves often occur and impede plant growth. Therefore, it is crucial to study the underlying mechanism of cold resistance in sunflowers. In this study, physiological analysis revealed that as cold stress increased, the levels of ROS, malondialdehyde, ascorbic acid, and dehydroascorbic acid and the activities of antioxidant enzymes increased. Transcriptomics further identified 10,903 DEGs between any two treatments. Clustering analysis demonstrated that the expression of MYB44a, MYB44b, MYB12, bZIP2 and bZIP4 continuously upregulated under cold stress. Cold stress can induce ROS accumulation, which interacts with hormone signals to activate cold-responsive transcription factors regulating target genes involved in antioxidant defense, secondary metabolite biosynthesis, starch and sucrose metabolism enhancement for improved cold resistance in sunflowers. Additionally, the response of sunflowers to cold stress may be independent of the CBF pathway. These findings enhance our understanding of cold stress resistance in sunflowers and provide a foundation for genetic breeding.
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  • 文章类型: Journal Article
    结论:这项研究提供了一种通过Vis-NIR高光谱成像结合生理生化参数的无损检测方法,以响应Orobanchecumana感染,从而为向日葵杂草的监测提供了见解。向日葵扫帚(OrobanchecumanaWallr。)是一种专性杂草,附着在向日葵(HelianthusannuusL.)的寄主根上,导致全球产量显着下降。O.cumana芽在其地下生命周期后的出现会对作物造成不可逆转的损害。在这项研究中,一个快速的视觉,开发了使用可见和近红外(Vis-NIR)高光谱成像(HSI)监测光谱特征变化的非侵入性和精确方法。通过结合对抗氧化酶(SOD,GR),非抗氧化酶(GSH,GSH+GSSG),MDA,ROS(O2-,OH-),PAL,和从宿主叶片获得的PPO活性,我们试图建立一种准确的方法来评估这些变化,并使用高光谱相机从受感染和未受感染的向日葵品种进行成像采集,随后进行生理生化参数测量以及防御相关基因的表达分析。使用3波段图像建立了极限学习机(ELM)和卷积神经网络(CNN)模型,以对三个向日葵品种中的感染或未感染植物进行分类,侵染判别准确率分别为95.83%和95.83%,品种判别准确率分别为97.92%和95.83%,分别,表明多光谱成像系统在杂草管理中早期检测O.cumana的潜力。
    CONCLUSIONS: This study provided a non-destructive detection method with Vis-NIR hyperspectral imaging combining with physio-biochemical parameters in Helianthus annuus in response to Orobanche cumana infection that took insights into the monitoring of sunflower weed. Sunflower broomrape (Orobanche cumana Wallr.) is an obligate weed that attaches to the host roots of sunflower (Helianthus annuus L.) leading to a significant reduction in yield worldwide. The emergence of O. cumana shoots after its underground life-cycle causes irreversible damage to the crop. In this study, a fast visual, non-invasive and precise method for monitoring changes in spectral characteristics using visible and near-infrared (Vis-NIR) hyperspectral imaging (HSI) was developed. By combining the bands sensitive to antioxidant enzymes (SOD, GR), non-antioxidant enzymes (GSH, GSH + GSSG), MDA, ROS (O2-, OH-), PAL, and PPO activities obtained from the host leaves, we sought to establish an accurate means of assessing these changes and conducted imaging acquisition using hyperspectral cameras from both infested and non-infested sunflower cultivars, followed by physio-biochemical parameters measurement as well as analyzed the expression of defense related genes. Extreme learning machine (ELM) and convolutional neural network (CNN) models using 3-band images were built to classify infected or non-infected plants in three sunflower cultivars, achieving accuracies of 95.83% and 95.83% for the discrimination of infestation as well as 97.92% and 95.83% of varieties, respectively, indicating the potential of multi-spectral imaging systems for early detection of O. cumana in weed management.
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  • 文章类型: Journal Article
    向日葵(Helianthusannuus)可潜在地用于铀(U)植物修复。然而,影响U的吸收及其随后在植物组织中分布的因素仍不清楚,包括已知增加金属耐受性的硅(Si)的作用。这里,使用水培法,使用基于同步加速器的X射线荧光和荧光X射线吸收近边缘光谱检查了Si对向日葵中U的分布和形态的影响。研究发现,无论如何处理,88%的U都会在根内积累。如果不添加Si,大部分U似乎与根部的表皮结合,而在树叶中,U主要积累在静脉中。添加Si减轻了U的植物毒性,并使向日葵中的U浓度平均降低了60%。在根中,Si增强U在细胞壁中的分布并阻碍其进入细胞,可能是由于call体沉积增加。在树叶中,Si诱导U在毛状体中的螯合。然而,Si没有改变U的形态,U保持六价形式。这些结果提供了向日葵体内U积累和分布的信息,并表明Si可以在高U胁迫下促进植物生长。
    Sunflower (Helianthus annuus) can potentially be used for uranium (U) phytoremediation. However, the factors influencing the absorption of U and its subsequent distribution within plant tissues remain unclear, including the effect of silicon (Si) which is known to increase metal tolerance. Here, using hydroponics, the effect of Si on the distribution and speciation of U in sunflower was examined using synchrotron-based X-ray fluorescence and fluorescence-X-ray absorption near-edge spectroscopy. It was found that ∼88 % of U accumulates within the root regardless of treatments. Without the addition of Si, most of the U appeared to bind to epidermis within the roots, whereas in the leaves, U primarily accumulated in the veins. The addition of Si alleviated U phytotoxicity and decreased U concentration in sunflower by an average of 60 %. In the roots, Si enhanced U distribution in cell walls and impeded its entry into cells, likely due to increased callose deposition. In the leaves, Si induced the sequestration of U in trichomes. However, Si did not alter U speciation and U remained in the hexavalent form. These results provide information on U accumulation and distribution within sunflower, and suggest that Si could enhance plant growth under high U stress.
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  • 文章类型: Journal Article
    病毒诱导的基因沉默(VIGS)是植物科学中的一个通用工具,然而,由于转化的挑战,其应用于向日葵等非模型物种需要广泛的优化。在这项研究中,我们旨在阐明显着影响向日葵中农杆菌-VIGS效率的因素。在测试了许多方法之后,我们得出的结论是,种子真空技术,然后进行6小时的共培养可产生最有效的VIGS结果。基因型依赖性分析显示不同的感染百分比(62-91%)和沉默症状在不同的向日葵基因型中传播。此外,我们探索了烟草摇铃病毒(TRV)的流动性和表型沉默表现(光漂白)在VIGS感染的向日葵植物的不同组织和区域。我们表明TRV的存在不一定限于具有可观察到的沉默事件的组织。最后,延时观察表明,与成熟组织相比,年轻组织中光漂白斑点的扩散更为活跃。这项研究不仅为向日葵提供了一个强大的VIGS方案,而且还提供了对基因型依赖性反应和沉默事件的动态性质的有价值的见解。发光对TRV在不同植物组织中的迁移率。
    Virus-Induced Gene Silencing (VIGS) is a versatile tool in plant science, yet its application to non-model species like sunflower demands extensive optimization due to transformation challenges. In this study, we aimed to elucidate the factors that significantly affect the efficiency of Agrobacterium-VIGS in sunflowers. After testing a number of approaches, we concluded that the seed vacuum technique followed by 6 h of co-cultivation produced the most efficient VIGS results. Genotype-dependency analysis revealed varying infection percentages (62-91%) and silencing symptom spreading in different sunflower genotypes. Additionally, we explored the mobility of tobacco rattle virus (TRV) and phenotypic silencing manifestation (photo-bleaching) across different tissues and regions of VIGS-infected sunflower plants. We showed the presence of TRV is not necessarily limited to tissues with observable silencing events. Finally, time-lapse observation demonstrated a more active spreading of the photo-bleached spots in young tissues compared to mature ones. This study not only offers a robust VIGS protocol for sunflowers but also provides valuable insights into genotype-dependent responses and the dynamic nature of silencing events, shedding light on TRV mobility across different plant tissues.
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  • 文章类型: Journal Article
    已知胁迫相关蛋白(SAP)在植物对非生物胁迫的反应中起重要作用。本研究使用向日葵基因组数据系统地鉴定了向日葵SAP基因家族的成员。使用生物信息学方法分析向日葵SAP基因家族的基因,在盐和干旱胁迫下通过荧光定量(qRT-PCR)评估基因表达。还对数字进行了综合分析,结构,共线性,以及七个菊科植物和其他八个植物SAP基因家族的系统发育。向日葵基因组被发现有27个SAP基因,分布在14条染色体上。进化分析表明,SAP家族基因可以分为三个亚组。值得注意的是,Annus品种显示第3组的SAP基因扩增。在菊科物种中,C.morifolium表现出最高数量的共线性基因对和系统发育树上最近的距离,表明进化过程中的相对保守性。对基因结构的分析表明,第1组表现出最复杂的基因结构,而第2组和第3组中的大多数HaSAP基因缺乏内含子。启动子分析显示存在与ABA相关的顺式作用元件,表明他们参与应激反应。表达分析表明10个基因(HaSAP1,HaSAP3,HaSAP8,HaSAP10,HaSAP15,HaSAP16,HaSAP21,HaSAP22,HaSAP23和HaSAP26)可能参与向日葵耐盐性。然后使用qRT-PCR检查盐和干旱胁迫下这10个基因的表达,并分析了这10个基因的组织特异性表达模式。HaSAP1,HaSAP21和HaSAP23在盐和干旱胁迫下表现出一致的表达模式,表明这些基因在向日葵的耐盐性和抗旱性中起作用。这项研究的发现强调了SAP基因家族对向日葵耐盐性和抗旱性的重要贡献。
    Stress-associated proteins (SAPs) are known to play an important role in plant responses to abiotic stresses. This study systematically identified members of the sunflower SAP gene family using sunflower genome data. The genes of the sunflower SAP gene family were analyzed using bioinformatic methods, and gene expression was assessed through fluorescence quantification (qRT-PCR) under salt and drought stress. A comprehensive analysis was also performed on the number, structure, collinearity, and phylogeny of seven Compositae species and eight other plant SAP gene families. The sunflower genome was found to have 27 SAP genes, distributed across 14 chromosomes. The evolutionary analysis revealed that the SAP family genes could be divided into three subgroups. Notably, the annuus variety exhibited amplification of the SAP gene for Group 3. Among the Compositae species, C. morifolium demonstrated the highest number of collinearity gene pairs and the closest distance on the phylogenetic tree, suggesting relative conservation in the evolutionary process. An analysis of gene structure revealed that Group 1 exhibited the most complex gene structure, while the majority of HaSAP genes in Group 2 and Group 3 lacked introns. The promoter analysis revealed the presence of cis-acting elements related to ABA, indicating their involvement in stress responses. The expression analysis indicated the potential involvement of 10 genes (HaSAP1, HaSAP3, HaSAP8, HaSAP10, HaSAP15, HaSAP16, HaSAP21, HaSAP22, HaSAP23, and HaSAP26) in sunflower salt tolerance. The expression of these 10 genes were then examined under salt and drought stress using qRT-PCR, and the tissue-specific expression patterns of these 10 genes were also analyzed. HaSAP1, HaSAP21, and HaSAP23 exhibited consistent expression patterns under both salt and drought stress, indicating these genes play a role in both salt tolerance and drought resistance in sunflower. The findings of this study highlight the significant contribution of the SAP gene family to salt tolerance and drought resistance in sunflower.
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  • 文章类型: Journal Article
    聚乙烯微塑料(PE-MPs)在土壤中的积累引起了相当大的关注;然而,尚未探索其持久性和缓解对农业生态系统的影响。这项研究旨在评估PE-MPs对土壤植物系统的有害影响,并使用新型微生物联盟(MC)评估其缓解作用。我们以两种不同的浓度掺入了低密度聚乙烯(LDPE)和高密度聚乙烯(HDPE),连同一个控件(0%,1%,和2%w/w)放入砂壤土中,持续135天。样品也用新型MC处理并孵育135天。MC包括三种细菌菌株(Ralstoniapickettii(MW290933)菌株SHAn2,恶臭假单胞菌菌株ShA,和XDB9(T)菌株S7-10F),和真菌菌株(黑曲霉菌株F1-16S)。向日葵随后被种植,并测量生理生长参数。结果表明,与对照相比,添加2%LDPE可使土壤pH显着降低1.06个单位。此外,相对于LDPE和对照,添加2%HDPE导致土壤电导率(EC)的显着降低。观察到溶解有机碳(DOC)的剂量依赖性增加,在2%LDPE中发现最高的DOC。添加较高剂量的LDPE比HDPE降低了土壤容重(BD)。与LDPE相比,添加2%HDPE增加了水滴渗透时间(WDPT),但降低了土壤团聚体(MWD)和水稳定团聚体(WSA)的平均重量直径。结果还表明,较高的LDPE水平增强了土壤基础呼吸(BR)和微生物碳生物量(MBC)。MC和更高的MP百分比的相互作用大大降低了土壤pH值,EC,BD,和WDPT,但显著增加了土壤DOC,MWD,WSA,BR,MBC关于植物生长,掺入2%PE-MPs显着降低向日葵的生理反应:叶绿素含量(Chl;-15.2%),Fv/Fm比(-25.3%),枝条干重(ShD;-31.3%),根干重(RD;-40%),叶面积(LA;-38.4%),与对照相比,茎直径(StemD;-25%);然而,添加新型MC大大减少和改善了2%PE-MPs对所研究植物生长反应的有害影响。
    The accumulation of polyethylene microplastics (PE-MPs) in soil has raised considerable concerns; however, the effects of their persistence and mitigation on agroecosystems have not been explored. This study aimed to assess the detrimental effects of PE-MPs on a soil-plant system and evaluate their mitigation using a novel microbial consortium (MC). We incorporated low-density polyethylene (LDPE) and high-density polyethylene (HDPE) at two different concentrations, along with a control (0 %, 1 %, and 2 % w/w) into the sandy loam soil for a duration of 135 days. The samples were also treated with a novel MC and incubated for 135 days. The MC comprised three bacterial strains (Ralstonia pickettii (MW290933) strain SHAn2, Pseudomonas putida strain ShA, and Lysinibacillus xylanilyticus XDB9 (T) strain S7-10F), and a fungal strain (Aspergillus niger strain F1-16S). Sunflowers were subsequently cultivated, and physiological growth parameters were measured. The results showed that adding 2 % LDPE significantly decreased soil pH by 1.06 units compared to the control. Moreover, adding 2 % HDPE resulted in a more significant decrease in soil electrical conductivity (EC) relative to LDPE and the control. A dose-dependent increase in dissolved organic carbon (DOC) was observed, with the highest DOC found in 2 % LDPE. The addition of higher dosages of LDPE reduced soil bulk density (BD) more than HDPE. The addition of 2 % HDPE increased the water drop penetration time (WDPT) but decreased the mean weight diameter of soil aggregates (MWD) and water-stable aggregates (WSA) compared to LDPE. The results also revealed that higher levels of LDPE enhanced soil basal respiration (BR) and microbial carbon biomass (MBC). The interaction of MC and higher MP percentages considerably reduced soil pH, EC, BD, and WDPT but significantly increased soil DOC, MWD, WSA, BR, and MBC. Regarding plant growth, incorporating 2 % PE-MPs significantly reduced physiological responses of sunflower: chlorophyll content (Chl; -15.2 %), Fv/Fm ratio (-25.3 %), shoot dry weight (ShD; -31.3 %), root dry weight (RD; -40 %), leaf area (LA; -38.4 %), and stem diameter (StemD; -25 %) compared to the control; however, the addition of novel MC considerably reduced and ameliorated the harmful effects of 2 % PE-MPs on the investigated plant growth responses.
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  • 文章类型: Journal Article
    叶片衰老是一种复杂的性状,由于光同化物已转移到种子中,因此对谷物灌浆至关重要。因此,叶片衰老和物候阶段之间的正确同步是必要的,以获得增加的产量。在这项研究中,我们使用手机在野外拍摄的图像评估了五种深度机器学习方法对向日葵物候阶段进行评估的性能。从分析来看,我们发现基于预训练网络resnet50的方法优于其他方法,在精度和速度方面。最后,生成的模型,Sunpheno,用于评估两条对比线的物候阶段,B481_6和R453,衰老期间。我们观察到物候阶段的明显差异,证实了以前研究中获得的结果。生成了具有5000张图像的数据库,并由专家进行了分类。这对于结束有关该性状在田间进展的决策中涉及的主观性很重要,并且可能与与产量增加高度相关的性能和衰老参数相关。
    Leaf senescence is a complex trait which becomes crucial for grain filling because photoassimilates are translocated to the seeds. Therefore, a correct sync between leaf senescence and phenological stages is necessary to obtain increasing yields. In this study, we evaluated the performance of five deep machine-learning methods for the evaluation of the phenological stages of sunflowers using images taken with cell phones in the field. From the analysis, we found that the method based on the pre-trained network resnet50 outperformed the other methods, both in terms of accuracy and velocity. Finally, the model generated, Sunpheno, was used to evaluate the phenological stages of two contrasting lines, B481_6 and R453, during senescence. We observed clear differences in phenological stages, confirming the results obtained in previous studies. A database with 5000 images was generated and was classified by an expert. This is important to end the subjectivity involved in decision making regarding the progression of this trait in the field and could be correlated with performance and senescence parameters that are highly associated with yield increase.
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  • 文章类型: Journal Article
    向日葵(HelianthusannuusL.)是世界上最重要的油料作物之一。几个成分特征,包括开花时间,植物高度,阀杆直径,种子重量,和内核重量,确定葵花籽和油的产量。尽管已经使用各种方法研究了控制这些产量相关性状变异的遗传机制,全基因组关联研究(GWAS)尚未广泛应用于向日葵。在这项研究中,2019年和2020年,使用不完全随机区组设计对342份向日葵种质进行了评估,和GWAS利用两种互补的方法进行:混合线性模型(MLM)和固定和随机模型循环概率统一(farmCPU)模型,通过拟合226,779个高质量的SNP。因此,GWAS鉴定了许多性状相关的SNP。这些SNP位于几个基因附近,这些基因可以作为进一步分子表征的基础,并为向日葵产量的提高提供有希望的目标。
    The sunflower (Helianthus annuus L.) is one of the most essential oil crops in the world. Several component traits, including flowering time, plant height, stem diameter, seed weight, and kernel weight, determine sunflower seed and oil yield. Although the genetic mechanisms governing the variation of these yield-related traits have been studied using various approaches, genome-wide association studies (GWAS) have not been widely applied to sunflowers. In this study, a set of 342 sunflower accessions was evaluated in 2019 and 2020 using an incomplete randomized block design, and GWAS was conducted utilizing two complementary approaches: the mixed linear model (MLM) and the fixed and random model circulating probability unification (farmCPU) model by fitting 226,779 high-quality SNPs. As a result, GWAS identified a number of trait-associated SNPs. Those SNPs were located close to several genes that may serve as a basis for further molecular characterization and provide promising targets for sunflower yield improvement.
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