Root system architecture

根系统架构
  • 文章类型: Journal Article
    在氮限制条件下,植物表型可塑性在氮(N)的获取和利用中起着重要作用。然而,这个角色从未被量化为N可用性的函数,尚不清楚塑性反应是否应被视为选择的潜在目标。采用建模和实验相结合的方法来量化可塑性对氮素吸收和植物产量的作用。根据温室实验,我们考虑了两个玉米性状的可塑性:根到叶的生物量分配率和轴根的出苗率。在模拟实验中,我们分别启用或禁用了在六个氮水平上生长的玉米林分的两种塑性响应。随着氮素可用性的下降,两种塑性反应都有助于保持较高的氮素吸收和植物生产力。与塑料反应被禁用的展台相比。我们得出的结论是,在这项研究中量化的塑性响应可能是育种计划中的潜在目标性状,可以在N水平上吸收更多的N,而它可能仅对玉米中N受限条件下N的内部使用很重要。考虑到塑料反应育种的复杂性,一个先验模型分析是有用的,以确定哪些塑料性状为目标,以提高植物的性能。
    Plant phenotypic plasticity plays an important role in nitrogen (N) acquisition and use under nitrogen-limited conditions. However, this role has never been quantified as a function of N availability, leaving it unclear whether plastic responses should be considered as potential targets for selection. A combined modelling and experimentation approach was adopted to quantify the role of plasticity on N uptake and plant yield. Based on a greenhouse experiment we considered plasticity in two maize traits: root-to-leaf biomass allocation ratio and emergence rate of axial roots. In a simulation experiment we individually enabled or disabled both plastic responses for maize stands grown across six N levels. Both plastic responses contributed to maintaining a higher N uptake and plant productivity as N-availability declined, compared to stands in which plastic responses were disabled. We conclude that plastic responses quantified in this study may be a potential target trait in breeding programs for greater N uptake across N levels while it may only be important for the internal use of N under N-limited conditions in maize. Given the complexity of breeding for plastic responses, an a priori model analysis is useful to identify which plastic traits to target for enhanced plant performance.
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  • 文章类型: Journal Article
    加强根际效应增强污染物去除是近年来人工湿地研究的热点,改善植物的根系性状和代谢能力对加强根际效应至关重要。在野外实验中,两种类型的地下流(SSF)CW(CW10和CW20,基底深度为10和20cm,分别)在根的垂直空间胁迫下(VSSR)和两种类型的非VSSRSSFCWs(CW40和CW60)被采用,并以斑W为栽培植物,以研究根发育的变异性,新陈代谢,和污染物去除在不同的衬底深度。VSSR诱导大量冗余根发育,显著增加了根冠比,细根和侧根生物量,根部孔隙度,和根系活动,CW20的侧根和细根生物量分别达到409.17和237.42g/m2,分别是CW60的3.18和5.28倍。CW20单株的自由基氧损失(ROL)和溶解有机碳(DOC)水平分别比CW60高1.36倍和4.57倍,并确定了更多类型的根系分泌物(例如,醛类,酮和酰胺)。更多的有氧异养生物(例如,Massilia,planomicorbium),硝化细菌(例如,Ellin6067,Nitrospira),好氧反硝化细菌(例如,Bacillu,金杆菌,假单胞菌)和反硝化磷积累生物(例如,黄杆菌)在CW20的根际中富集。这改变了污染物的主要转化途径,增强了污染物的去除,用COD,CW20的TN和TP平均去除率提高了9.99%,13.28%和8.92%,分别,与CW60相比。本研究构建的理想型根系结构CW(RSACW;CW20),它由大量的细根和侧根组成,可以稳定和持续地刺激更有效的根际效应。
    Strengthening rhizosphere effects to enhance pollutant removal is a hotspot of constructed wetlands (CWs) research in recent years, and improving the root traits and metabolic capacity of macrophytes is crucial for strengthening rhizosphere effects. In the field experiment, two types of subsurface flow (SSF) CWs (CW10 and CW20, with substrate depths of 10 and 20 cm, respectively) under the vertical spatial stress of roots (VSSR) and two types of non-VSSR SSF CWs (CW40 and CW60) were adopted with Typha orientalis as cultivated plants to investigate the variability of root development, metabolism, and pollutant removal at different substrate depths. VSSR induced substantial redundant root development, which significantly increased root-shoot ratio, fine and lateral root biomass, root porosity, and root activity, with lateral and fine root biomass of CW20 reaching 409.17 and 237.42 g/m2, respectively, which were 3.18 and 5.28 times those of CW60. The radical oxygen loss (ROL) and dissolved organic carbon (DOC) levels of CW20 single plant were 1.36 and 4.57 times higher than those of CW60, respectively, and more types of root exudates were determined (e.g., aldehydes, ketones and amides). More aerobic heterotrophs (e.g., Massilia, Planomicrobium), nitrification bacteria (e.g., Ellin6067, Nitrospira), aerobic denitrification bacteria (e.g., Bacillu, Chryseobacterium, Pseudomonas) and denitrification phosphorus accumulating organisms (e.g., Flavobacterium) were enriched in the rhizosphere of CW20. This changed the main transformation pathways of pollutants and enhanced the removal of pollutants, with the COD, TN and TP average removal rates of CW20 increasing by 9.99%, 13.28% and 8.92%, respectively, compared with CW60. The ideotype root system architecture CW (RSACW; CW20) constructed in this study, which consists of a large number of fine and lateral roots, can stimulate more efficient rhizosphere effects stably and continuously.
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  • 文章类型: Journal Article
    转录因子与植物激素协调形成一个复杂的调节网络,调节重要的细胞机制,如发育,植物的生长和衰老。在这项研究中,我们通过开发基因沉默和过表达转基因水稻植物,对转录因子OsNAC121进行了功能表征,其次是对植物结构的详细分析。转基因品系在冠根发育中表现出重塑,侧根结构和密度,舵柄高度和数量,穗状花序和谷物形态,由于生长素运输受到干扰,支撑了生长素:细胞分裂素的比例不平衡。细胞分裂素的应用,生长素和脱落酸使OsNAC121基因表达增加近17-,6-和91-fold,分别。qRT-PCR结果显示生长素和细胞分裂素通路基因差异表达,暗示他们改变的水平。在未转化的水稻中,OsNAC121在乳白色阶段的表达水平提高了47倍,与14天大的枝条组织相比,表明其在籽粒灌浆中的关键作用;基因沉默的品系产生的大量未发育的谷物证明了这一点。转基因植物的重力响应减弱,表明其生长素转运受损。生物信息学显示,OsNAC121与共抑制蛋白(TOPLESS)相互作用,并形成抑制剂复合物OsIAA10的一部分,OsIAA10是生长素信号通路的重要核心成分。因此,OsNAC121通过调节生长素和细胞分裂素之间的串扰,成为植物结构各个方面的重要调节剂,改变它们在分生组织区域的浓度梯度,从而改变不同的植物器官发生过程。
    Transcription factors in coordination with phytohormones form an intricate regulatory network modulating vital cellular mechanisms like development, growth and senescence in plants. In this study, we have functionally characterized the transcription factor OsNAC121 by developing gene silencing and overexpressing transgenic rice plants, followed by detailed analyses of the plant architecture. Transgenic lines exhibited remodelling in crown root development, lateral root structure and density, tiller height and number, panicle and grain morphologies, underpinning the imbalanced auxin: cytokinin ratio due to perturbed auxin transportation. Application of cytokinin, auxin and abscisic acid increased OsNAC121 gene expression nearly 17-, 6- and 91-folds, respectively. qRT-PCR results showed differential expressions of auxin and cytokinin pathway genes, implying their altered levels. A 47-fold higher expression level of OsNAC121 during milky stage in untransformed rice, compared to 14-day old shoot tissue, suggests its crucial role in grain filling; as evidenced by a large number of undeveloped grains produced by the gene silenced lines. Crippled gravitropic response by the transgenic plants indicates their impaired auxin transport. Bioinformatics revealed that OsNAC121 interacts with co-repressor (TOPLESS) proteins and forms a part of the inhibitor complex OsIAA10, an essential core component of auxin signalling pathway. Therefore, OsNAC121 emerges as an important regulator of various aspects of plant architecture through modulation of crosstalk between auxin and cytokinin, altering their concentration gradient in the meristematic zones, and consequently modifying different plant organogenesis processes.
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  • 文章类型: Journal Article
    结论:这篇综述文章通过关注NPs和植物-根相互作用对根系结构(RSA)的有益和有害影响,突出了NPs和植物-根相互作用的更广泛视角。根部通过将自身固定在土壤中而发挥重要作用,吸收和运输水和养分,以促进植物生长和生产力。在双子叶植物中,根系(RSA)的结构明显地由主根及其分支的发育形成,展示了响应环境变化的相当大的适应性。为了促进农业和应对全球粮食饥饿,使用纳米粒子(NPs)可能是一个令人兴奋的选择,因此,了解NPs暴露下植物的行为至关重要。NPs的性质及其理化特性在根和芽的正/负响应中起着重要作用。根系形态特征,例如根长,根质量和根发育特征,可能受到不同类型的NP的正/负调控。此外,NPs的施用还可以通过促进土壤微生物,包括促进植物生长的根瘤菌(PGPR)和土壤酶来增强养分运输和土壤肥力。有趣的是,纳米材料(NMs)与根际细菌的相互作用可以增强植物发育和土壤健康。然而,一些研究还表明,增加使用几种类型的工程纳米颗粒(ENPs)可能会破坏土壤-根界面的平衡和不安全的形态发生,导致根的褐变和抑制根和土壤微生物的生长。因此,这篇综述文章试图通过关注NP和植物-根相互作用对RSA的有益或有害影响来汇编更广泛的观点。
    CONCLUSIONS: This review article highlights a broader perspective of NPs and plant-root interaction by focusing on their beneficial and deleterious impacts on root system architecture (RSA). The root performs a vital function by securing itself in the soil, absorbing and transporting water and nutrients to facilitate plant growth and productivity. In dicots, the architecture of the root system (RSA) is markedly shaped by the development of the primary root and its branches, showcasing considerable adaptability in response to changes in the environment. For promoting agriculture and combating global food hunger, the use of nanoparticles (NPs) may be an exciting option, for which it is essential to understand the behaviour of plants under NPs exposure. The nature of NPs and their physicochemical characteristics play a significant role in the positive/negative response of roots and shoots. Root morphological features, such as root length, root mass and root development features, may regulated positively/negatively by different types of NPs. In addition, application of NPs may also enhance nutrient transport and soil fertility by the promotion of soil microorganisms including plant growth-promoting rhizobacteria (PGPRs) and also soil enzymes. Interestingly the interaction of nanomaterials (NMs) with rhizospheric bacteria can enhance plant development and soil health. However, some studies also suggested that the increased use of several types of engineered nanoparticles (ENPs) may disrupt the equilibrium of the soil-root interface and unsafe morphogenesis by causing the browning of roots and suppressing the growth of root and soil microbes. Thus, this review article has sought to compile a broader perspective of NPs and plant-root interaction by focusing on their beneficial or deleterious impacts on RSA.
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  • 文章类型: Journal Article
    目的:根系结构(RSA)在植物适应干旱中起着关键作用,因为在最终干旱下,深生根比浅生根能更好地吸收水分。在植物早期发育过程中了解RSA对于提高作物产量至关重要。早期干旱会影响随后的芽生长。在这里,我们证明,在干旱条件下,在水稻(Oryzasativa)发育的早期阶段,表层土壤中的根系分布显着影响芽的生长。通过三维(3D)图像分析评估。
    方法:我们使用了109个F12重组自交系(RILs),这些系是从浅根低地水稻和深根旱地水稻的杂交中获得的,代表具有不同RSA的人口。我们在播种(DAS)后14天停止灌溉,在花盆(25厘米高)中种植的水稻的早期发育过程中施加了中度干旱。通过X射线计算机断层扫描对14、21和28DAS的时间序列RSA进行可视化,随后在干旱和灌溉条件之间进行了比较。根据这一分析,我们通过在干旱条件下测试20个随机选择的RIL,进一步研究了避免干旱的RSA。
    结果:我们使用分层贝叶斯方法推断了最影响枝条生长的根位置:根段深度,这对枝条的生长产生了积极的影响,在干旱条件下的范围在1.7-3.4厘米之间,在浇水条件下的范围在0.0-1.7厘米之间。与其他土壤相比,避免干旱的RIL在表层土壤的下层具有更高的根密度。
    结论:使用3D图像分析对土壤层进行精细分类表明,表土下层的根系密度增加,而不是在底土中,有利于水稻早期生长阶段的抗旱。
    OBJECTIVE: Root system architecture (RSA) plays a key role in plant adaptation to drought because deep rooting enables better water uptake than shallow rooting under terminal drought. Understanding RSA during early plant development is essential for improving crop yields, as early drought can affect subsequent shoot growth. Herein, we demonstrate that root distribution in the topsoil significantly impacts shoot growth during the early stages of rice (Oryza sativa) development under drought, as assessed through three-dimensional (3D) image analysis.
    METHODS: We used 109 F12 recombinant inbred lines (RILs) obtained from a cross between shallow-rooting lowland rice and deep-rooting upland rice, representing a population with diverse RSA. We applied a moderate drought during the early development of rice grown in a plant pot (25 cm height) by stopping irrigation 14 days after sowing (DAS). Time-series RSA at 14, 21, and 28 DAS was visualized by X-ray computed tomography, and subsequently compared between drought and well-watered conditions. Following this analysis, we further investigated drought-avoidant RSA by testing 20 randomly selected RILs under drought conditions.
    RESULTS: We inferred the root location that most influences shoot growth using a hierarchical Bayes approach: the root segment depth, which positively impacted shoot growth, ranged between 1.7-3.4 cm under drought conditions and between 0.0-1.7 cm under well-watered conditions. Drought-avoidant RILs had a higher root density in the lower layers of the topsoil compared to the others.
    CONCLUSIONS: Fine classification of soil layers using 3D image analysis revealed that increasing root density in the lower layers of the topsoil, rather than in the subsoil, is advantageous for drought avoidance during the early growth stage of rice.
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  • 文章类型: Journal Article
    根系结构(RSA)对植物在干旱等非生物胁迫下维持产量的能力起着重要作用。前种作物(前种作物)会影响前种作物的产量,部分是通过影响RSA。本实验旨在探索precrop身份之间的相互作用,作物基因型和早期生长阶段的干旱。
    根茎,尺寸60×80×3.5厘米,用于评估两种冬小麦(TriticumaestivumL.)基因型的早期根系生长,使用幼苗周围的预清除处理土壤和不同的水分状况。根茎每周自动成像3次,以跟踪根的发育。
    Precrop处理的土壤影响了RSA,并且由减少的水处理(RWT)引起的变化因precrop而异。其中最大的是小麦后根深减少了36%,但在OSR之后为44%。这表明可以模拟预剪切引起的影响,至少部分地,通过将预耕作处理的土壤转移到受控环境中。基因型具有不同的RSA,并且与RWT反应不同,与RWT中的Broons相比,Julius的根系深度为8.8-13.1%。此外,联合环境处理对基因型的影响不同。
    我们的结果可以帮助解释使用前作物来提高产量的差异,因为它们表明在经历干旱胁迫时先前作物效应的差异。Further,这些差异受基因型相互作用的影响,可用于选择和适应特定作物轮作的作物基因型,取决于年份。此外,我们已经展示了一种可行的方法,可以在受控的温室环境中使用发芽种子周围的田间土壤来刺激苗期的部分预作效应。
    UNASSIGNED: Root system architecture (RSA) plays an important role in the plant\'s ability to sustain yield under abiotic stresses such as drought. Preceding crops (precrops) can affect the yield of the proceeding crop, partially by affecting the RSA. This experiment aims to explore the interactions between precrop identity, crop genotype and drought at early growth stages.
    UNASSIGNED: Rhizotrons, sized 60 × 80 × 3.5 cm, were used to assess the early root growth of two winter wheat (Triticum aestivum L.) genotypes, using precrop-treated soil around the seedlings and differing water regimes. The rhizotrons were automatically imaged 3 times a week to track root development.
    UNASSIGNED: Precrop-treated soil affected the RSA and changes caused by the reduced water treatment (RWT) were different depending on the precrop. Largest of these was the 36% reduction in root depth after wheat, but 44% after OSR. This indicates that effects caused by the precrop can be simulated, at least partially, by transferring precrop-treated soils to controlled environments. The genotypes had differential RSA and reacted differently to the RWT, with Julius maintaining an 8.8-13.1% deeper root system compared to Brons in the RWT. In addition, the combined environmental treatment affected the genotypes differently.
    UNASSIGNED: Our results could help explain discrepancies found from using precrops to enhance yield as they indicate differences in the preceding crop effect when experiencing drought stress. Further, these differences are affected by genotypic interactions, which can be used to select and adapt crop genotypes for specific crop rotations, depending on the year. Additionally, we have shown a viable method of stimulating a partial precrop effect at the seedling stage in a controlled greenhouse setting using field soil around the germinated seed.
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  • 文章类型: Journal Article
    植物在自然环境中的生长和生存需要对各种威胁的多方面缓解。由于无数非生物和生物因素在很大程度上不可预测的相互作用,这项任务尤其具有挑战性。为了抵制不利的环境,植物已经进化出不同的感知,信令,和适应性分子机制。最近的压力研究已经确定了分子元件,如第二信使(ROS,Ca2+,等。),激素(ABA,JA,等。),和信号蛋白(SnRK,MAPK,等。).然而,在理解这些途径之间的相互作用方面仍然存在主要差距,特别是在应力组合的条件下。这里,我们强调了在如此复杂的自然场景中定义“压力”的挑战。因此,定义不同组合的应力标志是至关重要的。我们讨论了鲁棒和动态植物适应系统的三个例子,概述特定植物对复杂胁迫的反应重叠。(a)根系结构的高度可塑性是全球气候变化时期作物可持续发展的一个决定性特征。(b)同样,广泛的感官能力和在不利条件下通过逆行信号对细胞代谢的明显控制使叶绿体成为理想的枢纽。在联合胁迫下,叶绿体相关分子模式(ChAMP)的功能特异性需要进一步关注。(c)几种激素信号通路的分子整合,它们汇集了所有的蜂窝信息来启动自适应变化,需要解决。
    Plant growth and survival in their natural environment require versatile mitigation of diverse threats. The task is especially challenging due to the largely unpredictable interaction of countless abiotic and biotic factors. To resist an unfavorable environment, plants have evolved diverse sensing, signaling, and adaptive molecular mechanisms. Recent stress studies have identified molecular elements like secondary messengers (ROS, Ca2+, etc.), hormones (ABA, JA, etc.), and signaling proteins (SnRK, MAPK, etc.). However, major gaps remain in understanding the interaction between these pathways, and in particular under conditions of stress combinations. Here, we highlight the challenge of defining \"stress\" in such complex natural scenarios. Therefore, defining stress hallmarks for different combinations is crucial. We discuss three examples of robust and dynamic plant acclimation systems, outlining specific plant responses to complex stress overlaps. (a) The high plasticity of root system architecture is a decisive feature in sustainable crop development in times of global climate change. (b) Similarly, broad sensory abilities and apparent control of cellular metabolism under adverse conditions through retrograde signaling make chloroplasts an ideal hub. Functional specificity of the chloroplast-associated molecular patterns (ChAMPs) under combined stresses needs further focus. (c) The molecular integration of several hormonal signaling pathways, which bring together all cellular information to initiate the adaptive changes, needs resolving.
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  • 文章类型: Journal Article
    植物的根发挥着对生长发育至关重要的多种功能,包括锚定到土壤和水和养分的获取。这些地下器官表现出可塑性,可以根据环境线索改变其根系结构,从而适应水和养分利用率的变化。此外,根系进入与土壤微生物的相互作用,例如,在有限的植物和固氮土壤细菌之间建立的根瘤共生关系,以及涉及大多数陆地植物和肾小球菌门真菌的丛枝菌根共生关系。在过去的20年里,遗传方法允许识别和功能表征的基因所需的具体程序的根发育,根瘤和丛枝菌根共生。这些遗传研究提供了证据,表明根瘤共生程序招募了丛枝菌根共生和根发育程序的组成部分。这些程序的执行受到表观遗传变化的强烈影响-DNA甲基化和组蛋白翻译后修饰-改变染色质构象修饰关键基因的表达。在这次审查中,我们总结了最近的进展,强调了DNA甲基化和组蛋白翻译后修饰,以及染色质重塑因子和长链非编码RNA,塑造根系结构,并成功建立根瘤和丛枝菌根共生。我们预计,对特定单细胞或组织类型的根器官的动态表观遗传变化和染色质3D结构的分析将阐明我们对根发育和共生程序如何编排的理解,打开令人兴奋的问题和新的观点,以调节与养分获取相关的农艺和生态特征。
    The roots of plants play multiples functions that are essential for growth and development, including anchoring to the soil and water and nutrient acquisition. These underground organs exhibit the plasticity to modify their root system architecture in response to environmental cues allowing adaptation to change in water and nutrient availability. In addition, roots enter in mutualistic interactions with soil microorganisms, e.g. the root nodule symbiosis established between a limited group of plants and nitrogen fixing soil bacteria and the arbuscular mycorrhiza symbiosis involving most land plants and fungi of the Glomeromycetes phylum. In the past 20 years, genetic approaches allowed the identification and functional characterization of genes required for the specific programs of root development, root nodule and arbuscular mycorrhiza symbioses. These genetic studies provided evidence that the program of root nodule symbiosis recruited components of the arbuscular mycorrhiza symbiosis and the root developmental programs. The execution of these programs is strongly influenced by epigenetic changes -DNA methylation and histone post-translational modifications- that alter chromatin conformation modifying the expression of key genes. In this review, we summarize recent advances that highlighted how DNA methylation and histone post-translational modifications, as well as chromatin remodeling factors and long non-coding RNAs, shape the root system architecture and allow the successful establishment of both root nodule and arbuscular mycorrhiza symbioses. We anticipate that the analysis of dynamic epigenetic changes and chromatin 3D structure in specific single-cells or tissue types of root organs will illuminate our understanding of how root developmental and symbiotic programs are orchestrated, opening exciting questions and new perspectives to modulate agronomical and ecological traits linked to nutrient acquisition.
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  • 文章类型: Journal Article
    芸苔属物种的根系是复杂的。八个根系架构(RSA)特征,包括总根长度,总根表面积,根平均直径,提示数量,总主根长度,总侧根长度,总三级根长度,和基础链接长度,在代表六个芸苔属物种的379个种质中进行了表型分析(B.napus,B.commoea,B.Carinata,B.oleracea,B.Nigra,和B.rapa)使用半水培系统和图像分析软件。结果表明,在评估的物种中,甘蓝型油菜和甘蓝有最复杂和最大的根系,而黑芽孢杆菌表现出最小的根。两种B.juncea和B.carinata具有相当的根系复杂性,并且具有较大根直径的根系。此外,使用19KBrassica单核苷酸多态性(SNP)阵列对313个芸苔属种质进行了基因分型。通过TASSEL5.0,6,213个SNP标记过滤后,包括A基因组上的5,103个标记(覆盖302,504kb)和C基因组上的1,110个标记(覆盖452,764kb),被选入全基因组关联研究(GWAS)。测试了两个一般线性模型以鉴定与RSA性状相关的基因组区域和SNP。GWAS鉴定出79个与所研究的8个RSA性状相关的显著SNP标记。这些标记分布在欧洲油菜的18条染色体上,除了C06染色体.在A基因组上有65个标记,和14个在C基因组上。此外,与根性状相关的主要标记性状关联(MTA)/数量性状基因座(QTL)位于染色体A02,A03和A06上。鉴定了具有不同RSA性状的芸苔属种质,可以保持功能,适应性,进化,环境,病态,和育种意义。
    The root systems of Brassica species are complex. Eight root system architecture (RSA) traits, including total root length, total root surface area, root average diameter, number of tips, total primary root length, total lateral root length, total tertiary root length, and basal link length, were phenotyped across 379 accessions representing six Brassica species (B. napus, B. juncea, B. carinata, B. oleracea, B. nigra, and B. rapa) using a semi-hydroponic system and image analysis software. The results suggest that, among the assessed species, B. napus and B. oleracea had the most intricate and largest root systems, while B. nigra exhibited the smallest roots. The two species B. juncea and B. carinata shared comparable root system complexity and had root systems with larger root diameters. In addition, 313 of the Brassica accessions were genotyped using a 19K Brassica single nucleotide polymorphism (SNP) array. After filtering by TASSEL 5.0, 6,213 SNP markers, comprising 5,103 markers on the A-genome (covering 302,504 kb) and 1,110 markers on the C-genome (covering 452,764 kb), were selected for genome-wide association studies (GWAS). Two general linear models were tested to identify the genomic regions and SNPs associated with the RSA traits. GWAS identified 79 significant SNP markers associated with the eight RSA traits investigated. These markers were distributed across the 18 chromosomes of B. napus, except for chromosome C06. Sixty-five markers were located on the A-genome, and 14 on the C-genome. Furthermore, the major marker-trait associations (MTAs)/quantitative trait loci (QTLs) associated with root traits were located on chromosomes A02, A03, and A06. Brassica accessions with distinct RSA traits were identified, which could hold functional, adaptive, evolutionary, environmental, pathological, and breeding significance.
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  • 文章类型: Editorial
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