Cassava

木薯
  • 文章类型: Journal Article
    淀粉生物合成涉及许多酶,并且是植物贮藏器官中至关重要的代谢活性。蔗糖非发酵相关蛋白激酶2(SnRK2)是一种脱落酸(ABA)依赖性激酶,是ABA信号通路中重要的调节酶。然而,SnRK2激酶是否调节淀粉生物合成尚不清楚。在这项研究中,我们发现MeNRK2.3是一种ABA依赖性激酶,在木薯的贮藏根中高表达,并被ABA诱导。木薯中MeSnRK2.3的过表达显著增加了贮藏根中的淀粉含量,促进了植物生长。进一步发现MeSnRK2.3在体内和体外与木薯碱性螺旋-环-螺旋68(MebHLH68)转录因子相互作用。MebHLH68直接与蔗糖合酶1(MeSUS1)的启动子结合,颗粒结合淀粉合酶Ia(MeGBSSIa),和淀粉分支酶2.4(MeSBE2.4),从而上调它们的转录活性。此外,MebHLH68负调控蔗糖磷酸合酶B(MeSPSB)的转录活性。此外,MeSnRK2.3磷酸化MebHLH68上调了MeSBE2.4的转录活性。这些发现表明,MeSnRK2.3-MebHLH68模块连接了木薯中的ABA信号通路和淀粉生物合成,从而提供了ABA介导的参与蔗糖代谢和淀粉生物合成途径的直接证据。
    Starch biosynthesis involves numerous enzymes and is a crucial metabolic activity in plant storage organs. Sucrose non-fermenting related protein kinase 2 (SnRK2) is an abscisic acid (ABA)-dependent kinase and a significant regulatory enzyme in the ABA signaling pathway. However, whether SnRK2 kinases regulate starch biosynthesis is unclear. In this study, we identified that MeSnRK2.3, an ABA-dependent kinase, was highly expressed in the storage roots of cassava and was induced by ABA. Overexpression of MeSnRK2.3 in cassava significantly increased the starch content in the storage roots and promoted plant growth. MeSnRK2.3 was further found to interact with the cassava basic helix-loop-helix 68 (MebHLH68) transcription factor in vivo and in vitro. MebHLH68 directly bound to the promoters of sucrose synthase 1 (MeSUS1), granule-bound starch synthase I a (MeGBSSIa), and starch-branching enzyme 2.4 (MeSBE2.4), thereby upregulating their transcriptional activities. Additionally, MebHLH68 negatively regulated the transcriptional activity of sucrose phosphate synthase B (MeSPSB). Moreover, phosphorylated MebHLH68 by MeSnRK2.3 up-regulated the transcription activity of MeSBE2.4. These findings demonstrated that the MeSnRK2.3-MebHLH68 module connects the ABA signaling pathway and starch biosynthesis in cassava, thereby providing direct evidence of ABA-mediated participation in the sucrose metabolism and starch biosynthesis pathway.
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  • 文章类型: Journal Article
    以不同浓度的三氟甲磺酸锂(LiTFT)为掺杂剂盐,通过热化学方法制备了木薯淀粉固体生物聚合物电解质(SBPE)薄膜。该过程始于将木薯淀粉分散在水中,然后加热以促进糊化;随后,添加不同浓度的增塑剂和LiTFT。红外光谱分析(FTIR-ATR)显示了淀粉某些特征带波数的变化,从而证明LiTFT盐和生物聚合物基质之间的相互作用。短程结晶度指数,由COH与COC波段的比值决定,在无盐SBPE中表现出最高的结晶度,在浓度比(Xm)为0.17的SBPE中表现出最低的结晶度。热重分析表明,盐的添加使脱水过程温度提高了5°C。此外,在将LiTFT盐添加到SBPE中之后,在较低温度下显示热分解过程。差示扫描量热法表明,盐的添加影响了与淀粉分子堆积降解有关的吸热过程,这在无盐SBPE中在70°C下发生,并且在含有不同浓度的LiTFT盐的膜中在较低温度(低2或3°C)下发生。SBPE薄膜的循环伏安分析确定了所有样品中葡萄糖单元的氧化还原过程,观察到各种盐浓度之间的峰值电势(Ep)和峰值电流(Ip)的差异。电化学阻抗谱用于建立等效电路模型Rf-(Cdl/(Rct-(CPE/Rre)))并确定电化学参数,Xm=17的SBPE的导电值较高,为2.72×10-3Scm-1,而无盐SBPE的导电值较低,为5.80×10-4Scm-1。结论是木薯淀粉SBPE膜中LiTFT盐的浓度影响其形态并略微降低其热稳定性。此外,电化学行为受生物聚合物的葡萄糖单元的氧化还原电位及其离子电导率的变化的影响。
    Cassava starch solid biopolymer electrolyte (SBPE) films were prepared by a thermochemical method with different concentrations of lithium triflate (LiTFT) as a dopant salt. The process began with dispersing cassava starch in water, followed by heating to facilitate gelatinization; subsequently, plasticizers and LiTFT were added at differing concentrations. The infrared spectroscopy analysis (FTIR-ATR) showed variations in the wavenumber of some characteristic bands of starch, thus evidencing the interaction between the LiTFT salt and biopolymeric matrix. The short-range crystallinity index, determined by the ratio of COH to COC bands, exhibited the highest crystallinity in the salt-free SBPEs and the lowest in the SBPEs with a concentration ratio (Xm) of 0.17. The thermogravimetric analysis demonstrated that the salt addition increased the dehydration process temperature by 5 °C. Additionally, the thermal decomposition processes were shown at lower temperatures after the addition of the LiTFT salt into the SBPEs. The differential scanning calorimetry showed that the addition of the salt affected the endothermic process related to the degradation of the packing of the starch molecules, which occurred at 70 °C in the salt-free SBPEs and at lower temperatures (2 or 3 °C less) in the films that contained the LiTFT salt at different concentrations. The cyclic voltammetry analysis of the SBPE films identified the redox processes of the glucose units in all the samples, with observed differences in peak potentials (Ep) and peak currents (Ip) across various salt concentrations. Electrochemical impedance spectroscopy was used to establish the equivalent circuit model Rf-(Cdl/(Rct-(CPE/Rre))) and determine the electrochemical parameters, revealing a higher conduction value of 2.72 × 10-3 S cm-1 for the SBPEs with Xm = 17 and a lower conduction of 5.80 × 10-4 S cm-1 in the salt-free SBPEs. It was concluded that the concentration of LiTFT salt in the cassava starch SBPE films influences their morphology and slightly reduces their thermal stability. Furthermore, the electrochemical behavior is affected in terms of variations in the redox potentials of the glucose units of the biopolymer and in their ionic conductivity.
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  • 文章类型: Journal Article
    木薯是乌干达第二重要的主食作物,容易受到霉菌毒素的污染。这项研究旨在了解当前的农业实践,它们对霉菌毒素发生的潜在影响,以及评估木薯价值链关键参与者之间的霉菌毒素知识,包括农民,批发商,和处理器。数据是通过个人访谈收集的(210),关键线人访谈(34次)和4次焦点小组讨论。调查结果显示,51%的农民直接在裸露的地面上剥皮木薯,导致与可能藏有霉菌毒素产生真菌的土壤直接接触,如曲霉菌切片。在收获后处理期间,51.6%的农民直接在裸露的地面上干燥木薯片。几乎,所有批发商(95.2%)将木薯片包装在当地的麻袋中,并将其放在地面上而不是托盘上。在将木薯片加工成面粉时,14台加工机中只有一台获得了乌干达国家标准局的认证。此外,每180名(1:180)消费者携带木薯进行加工,只有一台加工机可用。50.8%接受采访的木薯消费者承认无论质量如何,都会食用木薯粉,而73%的木薯粉与来自霉菌毒素易感作物的面粉混合,主要是玉米,小米,还有高粱.木薯价值链上的大多数人(96.2%)不了解真菌毒素一词的含义。56%的受访者熟悉黄曲霉毒素这一术语。在知道霉菌毒素的木薯价值链参与者中,82.9%知道减少黄曲霉毒素污染的方法,但只有40.9%的人将这种方法付诸实践。与批发商(33.3%)和加工商(21.4%)相比,更多的农民(47.9%)管理黄曲霉毒素。黄曲霉毒素知识与价值链参与者显著相关(P=0.026)。户主(P=0.004),区域(P=0.033),年龄(P=0.001)和经验(P=0.001)。这项研究强调了乌干达木薯价值链中霉菌毒素污染的关键领域,并强调需要提高价值链参与者尤其是农民之间的知识。
    Cassava is the second most important staple food crop for Uganda and is prone to contamination with mycotoxins. This study aimed at understanding the current agricultural practices, their potential influence on mycotoxin occurrence, as well as assessing mycotoxin knowledge among key cassava value chain actors, including farmers, wholesalers, and processors. Data were collected through individual interviews (210), key informant interviews (34), and 4 focus group discussions. The findings revealed that 51% of farmers peeled cassava directly on bare ground, resulting in direct contact with soil that potentially harbors mycotoxin-producing fungi, such as Aspergillus section Flavi. During postharvest handling, 51.6% of farmers dried cassava chips directly on bare ground. Nearly, all (95.2%) of wholesalers packed cassava chips in local gunny bags and placed them on ground instead of pallets. In the processing of cassava chips into flour, only one of the 14 processing machines was certified by the Uganda National Bureau of Standards. Additionally, there was only one processing machine available for every 180 (1:180) consumers bringing their cassava for processing. 50.8% of cassava consumers interviewed admitted to consuming cassava flour regardless of quality, while 73% blended cassava flour with flour from mycotoxin-susceptible crops mainly maize, millet, and sorghum. Most (96.2%) of the people along the cassava value chain did not understand what the term mycotoxins meant. However, 56% of interviewed respondents were familiar with the term aflatoxins. Of the cassava value chain actors aware of mycotoxins, 82.9% knew of methods for reducing aflatoxin contamination, but only 40.9% were putting such methods into practice. More farmers (47.9%) managed aflatoxins compared to wholesalers (33.3%) and processors (21.4%). Knowledge on aflatoxins was significantly associated with value chain actor (P = 0.026), head of household (P = 0.004), region (P = 0.033), age (P = 0.001), and experience (P = 0.001). This study highlights the critical areas of mycotoxin contamination within the cassava value chain in Uganda and underscores the need to improve the knowledge among value chain actors especially farmers.
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  • 文章类型: Journal Article
    戊二醛是用于酶固定化中使用的载体基质的活化和交联的常规使用的交联剂。然而,戊二醛的毒性使其对食品应用不安全,推动对无毒交联剂的需求。京尼平与伯胺和仲胺反应,产生深蓝色的颜料,是戊二醛作为酶固定化交联剂的有吸引力的替代品。除了其优异的交联性能,京尼平拥有超过戊二醛的额外优势,如已证明的健康益处,生物相容性,和生物降解性。本研究探讨了与天然无毒剂交联的壳聚糖珠的应用,京尼平,用于固定l-天冬酰胺酶,旨在减轻食品中丙烯酰胺的形成。固定化的1-天冬酰胺酶表现出改善的功能,例如稳定性,可重用性,并减少油炸木薯片中丙烯酰胺的形成。在食品工艺中应用期间观察到的限制之一是在快速搅拌期间壳聚糖珠的机械脆性。这可以通过在壳聚糖珠的形成期间增加凝结剂浴的浓度和接触时间来克服。酶结合的壳聚糖珠的干燥也将导致收缩并防止在搅拌期间破裂。这项研究最终证明了在与食品相关的过程中,将l-天冬酰胺酶固定在京尼平交联壳聚糖珠上的适用性。
    Glutaraldehyde is the conventionally used cross-linker for the activation and cross-linking of support matrices used in enzyme immobilization. However, the toxic nature of glutaraldehyde makes it unsafe for food applications, propelling the need for nontoxic cross-linkers. Genipin reacts with the primary and secondary amines generating a dark-blue colored pigment and is an attractive alternative to glutaraldehyde as a cross-linker for enzyme immobilization. Apart from its excellent cross-linking properties, genipin possesses added advantages over glutaraldehyde such as proven health benefits, biocompatibility, and biodegradability. The present study explores the application of chitosan beads cross-linked with the natural and nontoxic agent, genipin, for immobilizing l-asparaginase, aimed at its subsequent use in mitigating acrylamide formation in food products. The immobilized l-asparaginase exhibited improved functionalities such as stability, reusability, and reduction in acrylamide formation in deep-fried cassava chips. One of the limitations observed during application in the food process was the mechanical fragility of the chitosan beads during speedy stirring. This can be overcome by increasing the concentration and time of contact of the coagulant bath during the formation of chitosan beads. The drying of the enzyme-bound chitosan beads will also lead to shrinkage and prevent breakage during stirring. This study conclusively demonstrated the applicability of immobilizing l-asparaginase on genipin cross-linked chitosan beads in food-related processes.
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  • 文章类型: Journal Article
    AT-hook基序核定位(AHL)家族对于植物的非生物胁迫反应至关重要。然而,木薯AHL基因的功能尚未阐明。发起人,作为基因表达的重要调控元件,在抵抗压力中起着至关重要的作用。在这项研究中,克隆了木薯MeAHL31基因的启动子。MeAHL31蛋白定位于细胞质和细胞核。qRT-PCR分析显示MeAHL31基因在几乎所有测试的组织中表达,块茎根中的表达是叶柄中的321.3倍。启动子分析表明MeAHL31启动子含有干旱、茉莉酸甲酯(MeJA),脱落酸(ABA),和赤霉素(GA)顺式作用元素。表达分析表明,MeAHL31基因受到盐处理的显着影响,干旱,MeJA,ABA,GA3proMeAHL31-GUS转基因拟南芥的组织化学染色证实,在大多数组织和器官中都发现了GUS染色,不包括种子。β-葡糖醛酸酶(GUS)活性测定表明,不同浓度的NaCl可以增强proMeAHL31-GUS转基因拟南芥的活性,甘露醇(用于模拟干旱),和MeJA治疗。综合发现表明,MeAHL31启动子响应盐和干旱的非生物胁迫,其活性受MeJA激素信号调节。
    The AT-hook motif nuclear-localized (AHL) family is pivotal for the abiotic stress response in plants. However, the function of the cassava AHL genes has not been elucidated. Promoters, as important regulatory elements of gene expression, play a crucial role in stress resistance. In this study, the promoter of the cassava MeAHL31 gene was cloned. The MeAHL31 protein was localized to the cytoplasm and the nucleus. qRT-PCR analysis revealed that the MeAHL31 gene was expressed in almost all tissues tested, and the expression in tuber roots was 321.3 times higher than that in petioles. Promoter analysis showed that the MeAHL31 promoter contains drought, methyl jasmonate (MeJA), abscisic acid (ABA), and gibberellin (GA) cis-acting elements. Expression analysis indicated that the MeAHL31 gene is dramatically affected by treatments with salt, drought, MeJA, ABA, and GA3. Histochemical staining in the proMeAHL31-GUS transgenic Arabidopsis corroborated that the GUS staining was found in most tissues and organs, excluding seeds. Beta-glucuronidase (GUS) activity assays showed that the activities in the proMeAHL31-GUS transgenic Arabidopsis were enhanced by different concentrations of NaCl, mannitol (for simulating drought), and MeJA treatments. The integrated findings suggest that the MeAHL31 promoter responds to the abiotic stresses of salt and drought, and its activity is regulated by the MeJA hormone signal.
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  • 文章类型: Journal Article
    脱水是木薯粉加工的关键步骤。压缩脱水动力学对于理解和设计脱水操作是有用的。该数据集提供了在4至21bar之间的恒定压力下在过滤固结池中测量的脱水动力学,在几个木薯糊状物上(三个批次在两个粒度分布(PSD)上破碎)。数据集包括,对于每个脱水动力学测量,滤液质量,蛋糕高度,数据来估计施加在产品上的压力(即气压,压缩力)作为时间的函数;以及新鲜和脱水木薯以及滤液的水分含量测量。包含注释的python脚本以读取脱水实验文件并绘制动力学此外,该数据集通过包括从六个木薯批次获得的粒度分布(PSD)来扩展其实用性,经过几个方案变体。这些数据对于理解木薯脱水所涉及的现象很有用。它们也是研究人员的宝贵资源,设计师,和运营商设计木薯脱水。
    Dewatering is a critical step in cassava flours processing. Compression dewatering kinetics are useful to understand and design a dewatering operation. The dataset presents dewatering kinetics measured in a filtration-consolidation cell at constant pressure between 4 and 21 bar, on several cassava mashes (three batches fragmented at two particle size distributions (PSDs)). The dataset comprises, for each dewatering kinetic measurement, filtrate mass, cake height, data to estimate the pressure applied on the product (i.e. air pressure, compression force) as a function of time; and the moisture content measurements of the fresh and dewatered cassava and of the filtrate. A commented python script is included to read the dewatering experimental files and plot the kinetics Furthermore, the dataset extends its utility by including particle size distributions (PSDs) obtained from six cassava batches, subjected to several protocol variants. These data are useful for understanding the phenomena involved in cassava dewatering. They also serve as a valuable resource for researchers, designers, and operators to design cassava dewatering.
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  • 文章类型: Journal Article
    背景:木薯是三大马铃薯作物之一,也是全球第六大粮食作物。提高产量仍然是木薯育种的主要目标。值得注意的是,株高显著影响作物的产量和品质;然而,木薯植物高度发育的潜在机制尚未阐明。
    结果:在这项研究中,我们使用表型研究了木薯植物高度发育的机制,解剖学,和转录组学分析。表型和解剖学分析表明,与高茎木薯品种相比,矮茎木薯品种的植物高度显着降低,节间组织木质部面积显着增加。同时,生理分析表明,矮木薯的木质素含量明显高于高木薯。值得注意的是,节间组织的转录组分析确定了几个差异表达基因参与细胞壁合成和扩增,植物激素信号转导,苯丙素生物合成,和两个木薯品种之间的类黄酮生物合成。
    结论:我们的研究结果表明,节间组织细胞分裂,次生壁木质化,激素相关基因的表达在木薯株高发育中起重要作用。最终,这项研究为木薯株高形态发生机制提供了新的见解,并确定了与株高相关的候选调控基因,这些基因可以作为未来作物矮化育种的宝贵遗传资源。
    BACKGROUND: Cassava is one of three major potato crops and the sixth most important food crop globally. Improving yield remains a primary aim in cassava breeding. Notably, plant height significantly impacts the yield and quality of crops; however, the mechanisms underlying cassava plant height development are yet to be elucidated.
    RESULTS: In this study, we investigated the mechanisms responsible for cassava plant height development using phenotypic, anatomical, and transcriptomic analyses. Phenotypic and anatomical analysis revealed that compared to the high-stem cassava cultivar, the dwarf-stem cassava cultivar exhibited a significant reduction in plant height and a notable increase in internode tissue xylem area. Meanwhile, physiological analysis demonstrated that the lignin content of dwarf cassava was significantly higher than that of high cassava. Notably, transcriptome analysis of internode tissues identified several differentially expressed genes involved in cell wall synthesis and expansion, plant hormone signal transduction, phenylpropanoid biosynthesis, and flavonoid biosynthesis between the two cassava cultivars.
    CONCLUSIONS: Our findings suggest that internode tissue cell division, secondary wall lignification, and hormone-related gene expression play important roles in cassava plant height development. Ultimately, this study provides new insights into the mechanisms of plant height morphogenesis in cassava and identifies candidate regulatory genes associated with plant height that can serve as valuable genetic resources for future crop dwarfing breeding.
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  • 文章类型: Journal Article
    干旱是一种严重的非生物胁迫,威胁着全世界的作物生产力。根际细菌在调节植物生长和对环境胁迫的恢复力中起关键作用。尽管如此,根际细菌在植物对干旱的反应中发挥作用的程度,以及不同的木薯(ManihotesculentaCrantz)品种是否具有特定的根际细菌组合,尚不清楚。在这项研究中,我们测量了生长和生理特征,以及在水分充足和干旱胁迫条件下,耐旱(SC124)和干旱敏感(SC8)木薯品种的根际土壤的物理和化学性质。采用16SrDNA高通量测序,我们分析了根际细菌群落的组成和动态。在干旱胁迫下,生物量,植物高度,阀杆直径,光系统II的量子效率(Fv/Fm),SC8和SC124的木薯可溶性糖均降低。这两个品种的根际细菌群落总体分类结构高度相似,但相对丰度略有不同。SC124主要依靠γ-变形杆菌和酸性杆菌来应对干旱胁迫,该类的丰度与土壤酸性磷酸酶呈正相关。SC8主要依靠放线菌响应干旱胁迫,该类别的丰度与土壤脲酶和土壤糖酶呈正相关。总的来说,这项研究证实了干旱诱导的根际细菌在提高木薯对干旱胁迫的适应性中的关键作用,并阐明了这一过程与品种显着相关。
    Drought presents a significant abiotic stress that threatens crop productivity worldwide. Rhizosphere bacteria play pivotal roles in modulating plant growth and resilience to environmental stresses. Despite this, the extent to which rhizosphere bacteria are instrumental in plant responses to drought, and whether distinct cassava (Manihot esculenta Crantz) varieties harbor specific rhizosphere bacterial assemblages, remains unclear. In this study, we measured the growth and physiological characteristics, as well as the physical and chemical properties of the rhizosphere soil of drought-tolerant (SC124) and drought-sensitive (SC8) cassava varieties under conditions of both well-watered and drought stress. Employing 16S rDNA high-throughput sequencing, we analyzed the composition and dynamics of the rhizosphere bacterial community. Under drought stress, biomass, plant height, stem diameter, quantum efficiency of photosystem II (Fv/Fm), and soluble sugar of cassava decreased for both SC8 and SC124. The two varieties\' rhizosphere bacterial communities\' overall taxonomic structure was highly similar, but there were slight differences in relative abundance. SC124 mainly relied on Gamma-proteobacteria and Acidobacteriae in response to drought stress, and the abundance of this class was positively correlated with soil acid phosphatase. SC8 mainly relied on Actinobacteria in response to drought stress, and the abundance of this class was positively correlated with soil urease and soil saccharase. Overall, this study confirmed the key role of drought-induced rhizosphere bacteria in improving the adaptation of cassava to drought stress and clarified that this process is significantly related to variety.
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  • 文章类型: Journal Article
    早期木薯储存根的形成和膨胀是农民和加工者倾向于在干旱等非生物和生物胁迫的情况下采用的一种逃避媒介,洪水,和家畜的破坏。在这项研究中,来自国际热带农业研究所(IITA)的220种木薯基因型,国家根部作物研究所(NRCRI),国际热带农业中心(CIAT)当地农民(来自农民的田地),和NextGen项目在三个地点进行了评估(Umudike,Benue,和Ikenne)。这些试验是使用随机不完全区组设计(α晶格)中的分裂图进行的,在2年内重复两次。在种植(MAP)后3、6、9和12个月取样或收获每种植物基因型的储存根。使用R-统计软件包分析收集的所有数据。结果表明,性状之间的遗传力中等到高,各基因型间表现存在显著差异(p<0.05)。使用BLINK模型的全基因组关联作图检测到45个单核苷酸多态性(SNP)标记与染色体1、2、3、4、5、6、8、9、10、13、14、17和18上的四个早期储存根膨胀和形成性状显着相关。发现总共199个推定的候选基因与早期储存根膨胀和形成直接相关。这些候选基因的功能被进一步表征为调节i)植物激素生物合成,ii)细胞生长和发育,和iii)用于积累淀粉和防御的次级代谢产物的生物合成。全基因组关联研究(GWAS)还揭示了四个多效性SNP的存在,控制淀粉含量,干物质含量,干产率,以及膨胀和地层指数。有关GWAS的信息可用于育种者开发改良的木薯品种。选择五种基因型(W94006,NR090146,TMS982123,TMS13F1060P0014和NR010161)作为整个植物年龄的最佳早期储存根膨胀和形成基因型。这些选定的品种应在未来的育种计划中用作早期储存根膨胀和形成的来源。
    Early cassava storage root formation and bulking is a medium of escape that farmers and processors tend to adopt in cases of abiotic and biotic stresses like drought, flood, and destruction by domestic animals. In this study, 220 cassava genotypes from the International Institute of Tropical Agriculture (IITA), National Root Crops Research Institute (NRCRI), International Center for Tropical Agriculture (CIAT), local farmers (from farmer\'s field), and NextGen project were evaluated in three locations (Umudike, Benue, and Ikenne). The trials were laid out using a split plot in a randomized incomplete block design (alpha lattice) with two replications in 2 years. The storage roots for each plant genotype were sampled or harvested at 3, 6, 9, and 12 month after planting (MAP). All data collected were analyzed using the R-statistical package. The result showed moderate to high heritability among the traits, and there were significant differences (p< 0.05) among the performances of the genotypes. The genome-wide association mapping using the BLINK model detected 45 single-nucleotide polymorphism (SNP) markers significantly associated with the four early storage root bulking and formation traits on Chromosomes 1, 2, 3, 4, 5, 6, 8, 9, 10, 13, 14, 17, and 18. A total of 199 putative candidate genes were found to be directly linked to early storage root bulking and formation. The functions of these candidate genes were further characterized to regulate i) phytohormone biosynthesis, ii) cellular growth and development, and iii) biosynthesis of secondary metabolites for accumulation of starch and defense. Genome-wide association study (GWAS) also revealed the presence of four pleiotropic SNPs, which control starch content, dry matter content, dry yield, and bulking and formation index. The information on the GWAS could be used to develop improved cassava cultivars by breeders. Five genotypes (W940006, NR090146, TMS982123, TMS13F1060P0014, and NR010161) were selected as the best early storage root bulking and formation genotypes across the plant age. These selected cultivars should be used as sources of early storage root bulking and formation in future breeding programs.
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  • 文章类型: Journal Article
    背景:DNA甲基化有助于核基因表达的表观遗传调控,与植物生长有关,发展,和应激反应。令人信服的证据表明,长链非编码RNA(lncRNA)调节DNA甲基化。先前的遗传和生理证据表明,lncRNA-CRIR1在木薯植物对冷胁迫的反应中起积极作用。然而,目前尚不清楚全球DNA甲基化是否随着CRIR1促进的耐寒性而发生变化。
    结果:在这项研究中,我们对DNA甲基化和转录组谱进行了综合比较分析,以揭示CRIR1过表达后的基因表达和表观遗传动力学.与野生型植物相比,CRIR1过表达的植物在超过37,000个基因组区域中获得了DNA甲基化,在约16,000个基因组区域中丢失了DNA甲基化,表明CRIR1过表达后DNA甲基化的整体降低。DNA甲基化的下降与DNA甲基化酶/去甲基酶基因的表达降低/增加无关。但与一些转录因子的转录本增加有关,叶绿素代谢和光合作用相关基因,这可能有助于CRIR1促进耐寒性。
    结论:总之,本研究整合了第一组转录组和表观基因组数据,以揭示CRIR1过表达后的基因表达和表观遗传动力学,随着几个TFs的识别,叶绿素代谢和光合作用相关基因可能参与CRIR1促进的耐寒性。因此,我们的研究为系统研究植物冷胁迫响应的分子见解提供了有价值的数据。
    BACKGROUND: DNA methylation contributes to the epigenetic regulation of nuclear gene expression, and is associated with plant growth, development, and stress responses. Compelling evidence has emerged that long non-coding RNA (lncRNA) regulates DNA methylation. Previous genetic and physiological evidence indicates that lncRNA-CRIR1 plays a positive role in the responses of cassava plants to cold stress. However, it is unclear whether global DNA methylation changes with CRIR1-promoted cold tolerance.
    RESULTS: In this study, a comprehensive comparative analysis of DNA methylation and transcriptome profiles was performed to reveal the gene expression and epigenetic dynamics after CRIR1 overexpression. Compared with the wild-type plants, CRIR1-overexpressing plants present gained DNA methylation in over 37,000 genomic regions and lost DNA methylation in about 16,000 genomic regions, indicating a global decrease in DNA methylation after CRIR1 overexpression. Declining DNA methylation is not correlated with decreased/increased expression of the DNA methylase/demethylase genes, but is associated with increased transcripts of a few transcription factors, chlorophyll metabolism and photosynthesis-related genes, which could contribute to the CRIR1-promoted cold tolerance.
    CONCLUSIONS: In summary, a first set of transcriptome and epigenome data was integrated in this study to reveal the gene expression and epigenetic dynamics after CRIR1 overexpression, with the identification of several TFs, chlorophyll metabolism and photosynthesis-related genes that may be involved in CRIR1-promoted cold tolerance. Therefore, our study has provided valuable data for the systematic study of molecular insights for plant cold stress response.
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