barley

大麦
  • 文章类型: Journal Article
    盐度是影响生长的主要环境因素之一,发展,和大麦的生产力。我们的研究旨在检测在盐度和钾纳米颗粒(n-K)处理下形态和生理性状的自然表型变异。除了了解大麦耐盐性的遗传基础外,植物抗逆性育种的关键方面。因此,在营养阶段对138个大麦品种进行了叶面施用n-K,以增强盐胁迫的复原力。有趣的是,与盐渍土相比,n-K处理下的大麦种质显示出较高的显着增量。基于全基因组关联研究(GWAS)分析,通过钾纳米颗粒的应用,发现了致病等位基因/可靠的基因组区域潜在的盐复原力改善.在染色体2H上,一个高度显著的QTN标记(A:C)位于位置36,665,559bp,与APX相关,AsA,GSH,GS,WGS,和TKW在n-K处理下。在这个区域内,我们的候选基因是HORVU.莫雷克斯.r3.2HG0111480注解为NAC域卵白。等位基因变异检测到携带C等位基因的种质显示出更高的抗氧化剂(APX,AsA,和GSH)和大麦产量性状(GS,WGS,和TKW)比携带A等位基因的种质,建议对携带C等位基因的种质进行积极选择,可用于开发具有改善的盐胁迫恢复力的大麦品种。
    Salinity is one of the major environmental factor that can greatly impact the growth, development, and productivity of barley. Our study aims to detect the natural phenotypic variation of morphological and physiological traits under both salinity and potassium nanoparticles (n-K) treatment. In addition to understanding the genetic basis of salt tolerance in barley is a critical aspect of plant breeding for stress resilience. Therefore, a foliar application of n-K was applied at the vegetative stage for 138 barley accessions to enhance salt stress resilience. Interestingly, barley accessions showed high significant increment under n-K treatment compared to saline soil. Based on genome-wide association studies (GWAS) analysis, causative alleles /reliable genomic regions were discovered underlying improved salt resilience through the application of potassium nanoparticles. On chromosome 2H, a highly significant QTN marker (A:C) was located at position 36,665,559 bp which is associated with APX, AsA, GSH, GS, WGS, and TKW under n-K treatment. Inside this region, our candidate gene is HORVU.MOREX.r3.2HG0111480 that annotated as NAC domain protein. Allelic variation detected that the accessions carrying C allele showed higher antioxidants (APX, AsA, and GSH) and barley yield traits (GS, WGS, and TKW) than the accessions carrying A allele, suggesting a positive selection of the accessions carrying C allele that could be used to develop barley varieties with improved salt stress resilience.
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  • 文章类型: Journal Article
    魁北克各地的气候预测表明,水分压力增加,种植系统反复脆弱。近年来,全省都有干旱和缺水的报道。在过去的几年里,魁北克的许多地方都经历了干旱,对农作物产生了未经调查的影响。这些干旱被描述为过去80年中最严重的干旱。积极的一面,气候变化可能会引发较短的冬季,从而延长几种作物的生长季节。然而,对于像枫糖浆这样的作物,适合种植的地区将向北移动。尽管有这些预测,监测大麦对环境变化的敏感性的研究,气候变异,魁北克的适应能力仍然有限。本研究旨在根据历史的生长季节降水提供魁北克大麦脆弱性的省级尺度肖像,大麦产量,和社会经济数据(识字率和贫困率)使用复合统计模型。生长季降水数据从Ouranos下载。大麦产量数据是从魁北克统计研究所收集的,社会人口统计数据是从贫困咨询委员会和魁北克统计研究所收集的。带有子指数的脆弱性指数(敏感度,暴露,和自适应能力)的部署。假设(1)脆弱性与适应能力成反比,(2)魁北克的周边地区更脆弱,对气候压力的适应性较差。初步结果表明,当大麦脆弱性指数更加突出时,适应能力的相关指标相对较低。观察到魁北克外围和南部地区之间的显着梯度,蒙特利尔/拉瓦尔附近的脆弱性最低,向周边地区逐渐增加。对脆弱性的更好理解需要改变方法,从只关注与气候相关的变量到整合社会经济代理。挑战,然而,如何将这些社会经济代理引入经验和基于过程的作物模型。
    Climate projections across Québec indicate increased water stress and recurrent vulnerability of cropping systems. In recent years, reports of droughts and water stress have been recorded across the province. Many parts of Québec have experienced droughts in the past few years, which have had uninvestigated impacts on crops. These droughts have been described as some of the most significant in the last 80 years. On the positive side, climate change is likely to trigger shorter winters and therefore longer growing seasons for several crops. However, for crops like maple syrup, the regions suitable for their cultivation will shift northwards. Despite these projections, studies monitoring the susceptibility of barley to environmental changes, climate variability, and adaptive capacity across Québec are still limited. This study aims to provide a provincial-scale portrait of vulnerability of barley in Québec based on historical growing season precipitation, barley yield, and socioeconomic data (literacy and poverty rates) using a composite statistical model. Growing season precipitation data were downloaded from Ouranos. Barley yield data were collected from the Institut de la Statistique du Québec, and the socio-demographic data were collected from the Advisory Council of Poverty and the Institut de la Statistique du Québec. A vulnerability index with sub-indices (sensitivity, exposure, and adaptive capacity) is deployed. It is hypothesised that (1) vulnerability is inversely associated with adaptive capacity, and (2) the peripheral regions of Québec are more vulnerable and less adaptive to climate stressors. Initial results show that when the vulnerability index for barley is more prominent, the associated index of adaptive capacity is relatively lower. A significant gradient between the peripheral and southern regions of Québec is observed, with vulnerability lowest around Montreal/Laval and gradually increasing towards the peripheral regions. A better understanding of vulnerability warrants a change in approach from focusing solely on climate-related variables to integrating socioeconomic proxies. The challenge, however, has been how to introduce these socioeconomic proxies into empirical and process-based crop models.
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  • 文章类型: Journal Article
    增强子是可以增强转录起始的DNA序列。然而,由于增强子的距离和方向的不确定性,植物增强子的整体识别是复杂的,特别是在具有大基因组的物种中。在这项研究中,我们首次进行了自转录活性调控区测序(STARR-seq),以鉴定大麦基因组中的增强子.共鉴定出7323个增强剂,在45种随机选择的增强剂中,通过双荧光素酶报告基因测定系统在烟叶的下表皮中验证,超过75%有效。有趣的是,高达53.5%的大麦增强子是重复序列,尤其是转座因子(TE),从而加强重复增强子在基因表达中的重要作用。大麦STARR-seq增强剂中常见的活性标记H3K4me3和抑制标记H3K27me3都很丰富。此外,大麦STARR-seq增强子的功能范围似乎比水稻或玉米的功能范围广泛得多,并且延伸到基因体的±100kb,这一发现与基因组中基因的高表达水平一致。这项研究特别描述了大麦增强剂的独特功能,并提供了可用的大麦增强剂以供进一步利用。
    Enhancers are DNA sequences that can strengthen transcription initiation. However, the global identification of plant enhancers is complicated due to uncertainty in the distance and orientation of enhancers, especially in species with large genomes. In this study, we performed self-transcribing active regulatory region sequencing (STARR-seq) for the first time to identify enhancers across the barley genome. A total of 7323 enhancers were successfully identified, and among 45 randomly selected enhancers, over 75% were effective as validated by a dual-luciferase reporter assay system in the lower epidermis of tobacco leaves. Interestingly, up to 53.5% of the barley enhancers were repetitive sequences, especially transposable elements (TEs), thus reinforcing the vital role of repetitive enhancers in gene expression. Both the common active mark H3K4me3 and repressive mark H3K27me3 were abundant among the barley STARR-seq enhancers. In addition, the functional range of barley STARR-seq enhancers seemed much broader than that of rice or maize and extended to ±100 kb of the gene body, and this finding was consistent with the high expression levels of genes in the genome. This study specifically depicts the unique features of barley enhancers and provides available barley enhancers for further utilization.
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  • 文章类型: Journal Article
    牧草厂可以突破土地资源的限制,区域和气候,通过精确和智能的管理实现全年高效生产。然而,由于其封闭的环境,牧草厂的霉菌爆发很严重,显著影响大麦生产。在这项研究中,收集9个被污染的大麦组织,在牧草工厂分离得到45个菌株。在ITS排序之后,45株均鉴定为米根霉。通过压力因子测定,低浓度的硝酸钠严重阻碍了米曲霉的生长,高pH值和臭氧水处理。高pH和臭氧水主要通过改变米曲霉的膜完整性来影响生长。硝酸钠主要通过影响孢子形成量来抑制米曲霉的生长。低浓度的硝酸钠和臭氧水不影响大麦的生长。高浓度的硝酸钠(100mM)和pH值(8-8.5)抑制了大麦的生长。其中,臭氧水对米曲霉的抑制作用最明显。牧草厂的大规模臭氧水处理也起到了恢复大麦生产的作用。一起来看,选择了通过不同的理化方法控制霉菌病和维护饲料安全的绿色技术,在畜牧业中具有相当的应用价值。
    The forage grass factory could break through the restrictions of land resources, region and climate to achieve efficient production throughout the year by accurate and intelligent management. However, due to its closed environment, mold outbreaks in the forage grass factory were severe, significantly affecting barley production. In this study, 9 contaminated barley tissues were collected and 45 strains were isolated in forage grass factory. After ITS sequencing, 45 strains were all identified as Rhizopus oryzae. Through stress factor assays, R. oryzae growth was seriously hindered by low concentration of sodium nitrate, high pH value and ozone water treatment. High pH and ozone water affected growth mainly by altering membrane integrity of R. oryzae. Sodium nitrate inhibited the growth of R. oryzae mainly by affecting the amount of sporulation. Low concentration of sodium nitrate and ozone water did not affect the growth of barley. High concentrations of sodium nitrate (100 mM) and pH values (8-8.5) inhibited barley growth. Among them, ozone water had the most obvious inhibition effect on R. oryzae. Large-scale ozone water treatment in the forage grass factory had also played a role in restoring barley production. Taken together, the green techonology to control mold disease and maintain the safety of forage through different physicochemical methods was selected, which was of considerable application value in animal husbandry.
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  • 文章类型: Journal Article
    提高大麦(HordeumvulgareL.)的低氮(LN)耐受性可提高全球大麦的产量和质量。在这项研究中,用“Baudin×CN4079”杂交的重组自交系(RIL)群体对大麦产量的20个性状进行田间试验,农学,LN和正常氮(NN)处理两年后,氮(N)相关性状。本研究确定了十七个QTL,包含在LN和NN处理下表达的八个QTL,八个LN特异性QTL,和一个NN特异性QTL。局部C2簇包含控制产量的QTL,农艺,和N相关性状。在四个新颖的QTL中,N相关QTLQstna的表达。sau-5H和Qnhi.sau-5H不受N处理的影响。Qtgw。千粒重的sau-2H,Qph。sau-3H用于植物高度,Qsl.sau-7H为穗长,和Qal。sau-7H的芒长度被鉴定为四个稳定表达的QTL。相关研究表明,籽粒氮含量与收获指数呈极显著负相关(p<0.01)。这些结果对于大麦标记辅助选择(MAS)育种至关重要。
    Improving low nitrogen (LN) tolerance in barley (Hordeum vulgare L.) increases global barley yield and quality. In this study, a recombinant inbred line (RIL) population crossed between \"Baudin × CN4079\" was used to conduct field experiments on twenty traits of barley yield, agronomy, and nitrogen(N)-related traits under LN and normal nitrogen (NN) treatments for two years. This study identified seventeen QTL, comprising eight QTL expressed under both LN and NN treatments, eight LN-specific QTL, and one NN-specific QTL. The localized C2 cluster contained QTL controlling yield, agronomic, and N-related traits. Of the four novel QTL, the expression of the N-related QTL Qstna.sau-5H and Qnhi.sau-5H was unaffected by N treatment. Qtgw.sau-2H for thousand-grain weight, Qph.sau-3H for plant height, Qsl.sau-7H for spike length, and Qal.sau-7H for awn length were identified to be the four stable expression QTL. Correlation studies revealed a significant negative correlation between grain N content and harvest index (p < 0.01). These results are essential for barley marker-assisted selection (MAS) breeding.
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  • 文章类型: Journal Article
    由于多环芳烃(PAHs)在环境中的毒性和持久性,因此迫切需要减轻其负面影响。这项研究调查了使用铜绿假单胞菌ASU-B6解毒芘(PY)。细菌铜绿假单胞菌ASU-B6在与作为主要代谢产物的邻苯二甲酸酯孵育15天后能够降解92%的PY作为唯一碳源。在这方面,芘(PY)的影响,铜绿假单胞菌ASU-B6(ASU-B6),研究了与芘结合的细菌菌株(ASU-B6/PY)和芘降解后产生的代谢产物(PY代谢产物)对大麦和蚕豆幼苗的萌发和生理特性的影响。PY或ASU-B6的单次施用对两种测试种子的萌发均显示出毒性作用。有趣的是,与大麦相比,蚕豆幼苗在生长和代谢方面对PY胁迫的敏感性较低。值得注意的是,ASU-B6抑制大麦芽和根的鲜重和干重,在较小程度上,与对照相比,蚕豆的发芽减少。然而,联合PY代谢产物和ASU-B6/PY对幼苗生长表现出相互改善作用,减轻各组分的植物毒性影响。芘通过抑制绿脓素色素的产生降低了ASU-B6的毒力,而细菌通过降解来改善芘的毒性。热图和主成分分析强调,增加过氧化氢的含量,超氧阴离子,羟基自由基,脂质过氧化与PY或ASU-B6的毒性呈正相关。然而,改善抗氧化系统,以缓冲PY和ASU-B6的不同组合引起的氧化应激,增强了与PY或ASU-B6相对应的发芽幼苗的生长。这项研究反映了ASU-B6在改善PY植物毒性中的作用。此外,建议使用ASU-B6菌株作为修复PAHs污染环境的潜在候选菌株,对植物生长和代谢产物具有积极影响。
    Mitigating the negative impacts of polycyclic aromatic hydrocarbons (PAHs) is an urgent need due to their toxicity and persistence in the environment. This study investigated the use of Pseudomonas aeruginosa ASU-B6 to detoxify pyrene (PY). The bacterium P. aeruginosa ASU-B6 is capable of degrading PY by 92% as a sole carbon source after 15 days of incubation with phthalate being the major metabolic product. In this regard, the impact of pyrene (PY), P. aeruginosa ASU-B6 (ASU-B6), the bacterial strain combined with pyrene (ASU-B6/PY) and the metabolites produced after pyrene degradation (PY-metabolites) on the germination and physiological attributes of Hordeum vulgare and Vicia faba seedlings were studied. A single application of PY or ASU-B6 showed a toxic effect on the germination of both tested seeds. Interestingly, broad bean seedlings exhibited less sensitivity to PY stress in terms of growth and metabolism compared to barley. Notably, ASU-B6 inhibited fresh and dry weight of shoots and roots of barley and, to a lesser extent, reduced the germination of broad beans compared to the control. However, the combined PY-metabolites and ASU-B6/PY showed a mutual ameliorative effect on seedlings growth, alleviating the phytotoxic impact of each component. Pyrene reduced the virulence of ASU-B6 by inhibiting the production of pyocyanin pigment, while bacteria ameliorated pyrene toxicity through its degradation. Heatmap and principal component analyses highlighted that increasing the contents of hydrogen peroxide, superoxide anion, hydroxyl radical, and lipid peroxidation positively correlated to the toxicity of PY or ASU-B6. However, improving the antioxidant system which buffers the oxidative stress induced by different combinations of PY and ASU-B6 enhanced the growth of germinated seedlings corresponding to PY or ASU-B6. This study reflected the role of ASU-B6 in ameliorating PY-phytotoxicity. In addition, the application of ASU-B6 strain is recommended as a prospective candidate for remediation of PAHs-contaminated environment with a positive impact on the plant growth and metabolic products.
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  • 文章类型: Journal Article
    为了破译控制种子萌发的分子基础,这项研究提出了帽结合复合物(CBC)的关键作用,包括CBP20和CBP80,以调节脱落酸(ABA)在大麦中的抑制作用。在编码CBC的基因中使用单一和双重大麦突变体,我们揭示了双突变体hvcbp20。ab/hvcbp80。B显示ABA不敏感,与发芽过程中单个突变体中观察到的超敏反应形成鲜明对比。我们全面的转录组和代谢组分析不仅发现了基因表达和剪接模式的显著改变,而且强调了CBC之间的调控关系。ABA,和油菜素类固醇(BR)信号通路。
    To decipher the molecular bases governing seed germination, this study presents the pivotal role of the cap-binding complex (CBC), comprising CBP20 and CBP80, in modulating the inhibitory effects of abscisic acid (ABA) in barley. Using both single and double barley mutants in genes encoding the CBC, we revealed that the double mutant hvcbp20.ab/hvcbp80.b displays ABA insensitivity, in stark contrast to the hypersensitivity observed in single mutants during germination. Our comprehensive transcriptome and metabolome analysis not only identified significant alterations in gene expression and splicing patterns but also underscored the regulatory nexus among CBC, ABA, and brassinosteroid (BR) signaling pathways.
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  • 文章类型: Journal Article
    大麦条纹或黄色锈病(BYR)由条锈病引起。大麦(Psh)是大麦生产的重要制约因素。这种疾病最好通过遗传抗性来控制,这被认为是综合疾病管理中最经济和可持续的组成部分。在这项研究中,我们评估了多种疾病环境下一组国际大麦基因型(n=266)对Psh的抗性多样性(厄瓜多尔,印度,和墨西哥)使用全基因组关联研究(GWAS)。确定了与Psh抗性相关的四个数量性状基因座(QTL)(三个在1H染色体上,一个在7H染色体上)。通过在五个双亲群体中绘制对Psh的抗性来验证QTL,它检测到染色体1H上的关键基因组区域(种群Pompadour/Zhoungdamei,Pompadour/Zug161,和CI9214/Baudin),3H(里卡多/格斯),和7H(Fumai8/Baronesse)。RpshQ的QTL。GWAS和RpshQ检测到GWA.1H.1。使用双亲定位种群检测到的Bau.1H在整个环境中最一致和稳定,并且可能是相同的抗性区域。RpshQ.通过富集目标区域,使用populationCI9214/Baudin饱和Bau.1H,在Morex参考基因组v.2中,将抗性基因座置于7.9和8.1Mbp之间(侧翼为标记sun_B1H_03,靠近Rpsh_1H和sun_B1H_KASP_02的0.7cM,在1HS的远端3.2cM)。竞争性等位基因特异性PCR(KASP)标记sun_B1H_KASP_01共分离用于RpshQ。开发了Bau.1H。该标记在50个澳大利亚大麦品种上得到了验证,在六种基因型中显示出明确的等位基因区分和存在(Baudin,Fathom,旗舰,灌浆,Sakurastar,和Shepherd)。该标记可用于可靠的标记辅助选择和Psh抗性的金字塔化,并使抗条锈病的遗传基础多样化。
    Barley stripe or yellow rust (BYR) caused by Puccinia striiformis f. sp. hordei (Psh) is a significant constraint to barley production. The disease is best controlled by genetic resistance, which is considered the most economical and sustainable component of integrated disease management. In this study, we assessed the diversity of resistance to Psh in a panel of international barley genotypes (n = 266) under multiple disease environments (Ecuador, India, and Mexico) using genome-wide association studies (GWASs). Four quantitative trait loci (QTLs) (three on chromosome 1H and one on 7H) associated with resistance to Psh were identified. The QTLs were validated by mapping resistance to Psh in five biparental populations, which detected key genomic regions on chromosomes 1H (populations Pompadour/Zhoungdamei, Pompadour/Zug161, and CI9214/Baudin), 3H (Ricardo/Gus), and 7H (Fumai8/Baronesse). The QTL RpshQ.GWA.1H.1 detected by GWAS and RpshQ.Bau.1H detected using biparental mapping populations co-located were the most consistent and stable across environments and are likely the same resistance region. RpshQ.Bau.1H was saturated using population CI9214/Baudin by enriching the target region, which placed the resistance locus between 7.9 and 8.1 Mbp (flanked by markers sun_B1H_03, 0.7 cM proximal to Rpsh_1H and sun_B1H_KASP_02, 3.2 cM distal on 1HS) in the Morex reference genome v.2. A Kompetitive Allele Specific PCR (KASP) marker sun_B1H_KASP_01 that co-segregated for RpshQ.Bau.1H was developed. The marker was validated on 50 Australian barley cultivars, showing well-defined allelic discrimination and presence in six genotypes (Baudin, Fathom, Flagship, Grout, Sakurastar, and Shepherd). This marker can be used for reliable marker-assisted selection and pyramiding of resistance to Psh and in diversifying the genetic base of resistance to stripe rust.
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  • 文章类型: Journal Article
    含有β-葡聚糖的混合物是从大麦中提取的,在温和和高碱性条件下,制备可生物降解的薄膜(MA和HA,分别),作为具有内在治疗特性的天然敷料。进行了深入的表征,以评估温和和高碱性条件对化学,物理化学,以及潜在用于伤口治疗的生物学特征。MA和HA薄膜都表现出良好的吸水和模拟伤口流体的能力,这有助于保持最佳的组织水合作用。此外,它们的氧气渗透率(分别为147.6和16.4cm3×μm/m2×24h×Pa×107)似乎足以满足预期的应用。生物相容性测试表明,该膜不会损害人真皮成纤维细胞。令人印象深刻的是,它们促进细胞附着和生长,其中MA由于其较高的β-葡聚糖含量而具有更强的作用。此外,MA膜可以在发炎的微环境中调节巨噬细胞的行为,减少氧化应激和促炎细胞因子,同时增加抗炎细胞因子的水平。在划痕测试中,与MA相比,HA膜允许在前16小时内更快的成纤维细胞迁移。总的来说,这项研究表明,从大麦中开发出基于β-葡聚糖的薄膜,通过可持续和具有成本效益的过程,对皮肤应用有很大的希望。这些膜表现出显著的促进伤口愈合和调节炎症的潜力。
    Mixtures containing β-glucans were extracted from barley, under both mild and high alkaline conditions, to prepare biodegradable films (MA and HA, respectively), as natural dressings with intrinsic therapeutic properties. An in-depth characterization was performed to evaluate the impact of mild and high alkaline conditions on chemical, physicochemical, and biological features for potential use in wound treatments. Both MA and HA films exhibited a good ability to absorb water and simulate wound fluid, which helps maintain optimal tissue hydration. Moreover, their oxygen permeability (147.6 and 16.4 cm3 × μm/m2 × 24 h × Pa × 107, respectively) appeared adequate for the intended application. Biocompatibility tests showed that the films do not harm human dermal fibroblasts. Impressively, they promote cell attachment and growth, with MA having a stronger effect due to its higher β-glucan content. Furthermore, MA films can modulate macrophage behaviour in an inflamed microenvironment, reducing oxidative stress and pro-inflammatory cytokines, while simultaneously increasing levels of anti-inflammatory cytokines. In a scratch test, HA films allowed for faster fibroblast migration within the first 16 h compared to MA. Overall, this study demonstrates that developing β-glucan based films from barley, through a sustainable and cost-effective process, holds great promise for skin applications. These films exhibit significant potential to promote wound healing and modulate inflammation.
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  • 文章类型: Journal Article
    背景:小麦茎锈病,由普契氏菌引起。小麦(Pgt),是大麦和小麦的重要病害。来自美国西北太平洋(PNW)地区的不同性Pgt种群中,对大麦茎锈病抗性(R)基因具有毒力的个体比例很高,Rpg1。然而,考虑到Rpg1尚未在该地区部署,并且该基因在美国中西部和加拿大的草原省份仍然非常持久,因此Rpg1上这种毒力的进化机制是神秘的。
    结果:为了确定AvrRpg1效应子,我们使用从美国PNW(n=89个分离株)和中西部(n=24个分离株)地区收集的113个Pgt分离株进行了全基因组关联研究(GWAS).在携带Rpg1基因的两个大麦品系Morex和GoldenPromise转基因(H228.2c)上产生了疾病表型数据。通过96个分离株(PNW=89个分离株和Midwest=7个分离株)的全基因组测序(WGS)和来自17个Midwest分离株的RNA测序(RNAseq)数据产生基因型数据。利用转基因品系H228.2c的WGS和表型数据(n=96个分离株)产生的约120万个SNP,鉴定了53个标记性状关联(MTA)。利用从WGS和RNAseq数据的组合分析产生的~140K常见SNP,使用cvMorex表型数据确定了两个重要的MTA。55个MTA定义了两个不同的无毒力基因座,在Pgt分离株CRL75-36-700-3的Pgt参考基因组的超重叠群2.30和超重叠群2.11上。使用两个大麦品系,用GWAS鉴定了命名为AvrRpg1A的主要无毒力基因座,并在包含四个候选基因(PGTG_10878,PGTG_10884,PGTG_10885和PGTG_10886)的超重叠群2.30上划定了35kb的间隔。用cvMorex鉴定的称为AvrRpg1B的次要无毒力基因座包含单个候选基因(PGTG_05433)。AvrRpg1A单倍型分析提供了强有力的证据,表明显性无毒基因是该基因座的基础。
    结论:关联分析确定了强候选AvrRpg1基因。验证AvrRpg1基因的进一步分析将填补我们对锈病效应生物学以及Rpg1上Pgt毒力的进化和机制的理解的知识空白。
    BACKGROUND: Wheat stem rust, caused by Puccinia graminis f. sp. tritici (Pgt), is an important disease of barley and wheat. A diverse sexual Pgt population from the Pacific Northwest (PNW) region of the US contains a high proportion of individuals with virulence on the barley stem rust resistance (R) gene, Rpg1. However, the evolutionary mechanisms of this virulence on Rpg1 are mysterious considering that Rpg1 had not been deployed in the region and the gene had remained remarkably durable in the Midwestern US and prairie provinces of Canada.
    RESULTS: To identify AvrRpg1 effectors, genome wide association studies (GWAS) were performed using 113 Pgt isolates collected from the PNW (n = 89 isolates) and Midwest (n = 24 isolates) regions of the US. Disease phenotype data were generated on two barley lines Morex and the Golden Promise transgenic (H228.2c) that carry the Rpg1 gene. Genotype data was generated by whole genome sequencing (WGS) of 96 isolates (PNW = 89 isolates and Midwest = 7 isolates) and RNA sequencing (RNAseq) data from 17 Midwestern isolates. Utilizing ~1.2 million SNPs generated from WGS and phenotype data (n = 96 isolates) on the transgenic line H228.2c, 53 marker trait associations (MTAs) were identified. Utilizing ~140 K common SNPs generated from combined analysis of WGS and RNAseq data, two significant MTAs were identified using the cv Morex phenotyping data. The 55 MTAs defined two distinct avirulence loci, on supercontig 2.30 and supercontig 2.11 of the Pgt reference genome of Pgt isolate CRL 75-36-700-3. The major avirulence locus designated AvrRpg1A was identified with the GWAS using both barley lines and was delimited to a 35 kb interval on supercontig 2.30 containing four candidate genes (PGTG_10878, PGTG_10884, PGTG_10885, and PGTG_10886). The minor avirulence locus designated AvrRpg1B identified with cv Morex contained a single candidate gene (PGTG_05433). AvrRpg1A haplotype analysis provided strong evidence that a dominant avirulence gene underlies the locus.
    CONCLUSIONS: The association analysis identified strong candidate AvrRpg1 genes. Further analysis to validate the AvrRpg1 genes will fill knowledge gaps in our understanding of rust effector biology and the evolution and mechanism/s of Pgt virulence on Rpg1.
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