Avena

Avena
  • 文章类型: Journal Article
    小粒冬季谷物可以在温带气候下用作早春牧场,以减轻放牧压力并有可能减轻饲料短缺。进行这项研究是为了确定早春期间绵羊放牧的小黑麦和燕麦谷物牧场对牧草产量的影响,营养价值,和绵羊的营养需求。
    这项研究连续进行了三年,从2015年到2017年,在班德马-巴尔凯斯尔的绵羊研究所,位于蒂尔基耶的马尔马拉地区。治疗安排在一个完全随机的区组设计,两种牧草物种,黑小麦和燕麦,在三个区块中的每一个内随机化。该研究的动物材料包括24只KaracabeyMerino绵羊,每个2岁,平均活重为57.6±0.5公斤,都在哺乳期后期。在每次复制中,包括四只羊,导致小黑麦和燕麦牧场共有12只绵羊放牧。绵羊只在谷物牧场上吃草,没有任何额外的饲料,并且在整个实验期间不受限制地获得水。干物质产量(DMY),干物质摄入量(MDI),营养价值,并测定了谷物的矿物质含量。
    DMY各年差异有统计学意义(P<0.05)。在牧场之间没有观察到DMY的差异,燕麦产量为11.99tha-1,黑小麦产量为11.08tha-1。在放牧期间,所有年份DMY的变化均具有统计学意义(P<0.05)。小黑麦的绵羊平均dmi为2,003.5gd-1,燕麦为2,156.6gd-1,分别,和dmi在牧场之间没有显着差异。尽管在2015年至2016年之间的QI没有差异,但最低的消费量出现在2017年(P<0.05)。此外,虽然dmi每年都显示出不同的趋势,到放牧期结束时,它通常会减少。虽然两个牧场都提供了相似的营养价值,在粗蛋白(CP)中观察到显着差异,酸性洗涤剂纤维(ADF),体外真实DM消化率(DDM),和多年来的可代谢能(ME)值。多年来,随着放牧时期的进展,CP水平下降,而中性洗涤剂纤维(NDF),ADF,酸性洗涤剂木质素(ADL)增加,导致DDM和ME值降低。小黑麦中的磷(P)含量高于燕麦,但是它们之间的其他矿物质含量没有差异。几年之间,磷(P)和铁(Fe)的含量存在显着差异,而其他元素的变化微不足道。放牧过程中矿物含量的变化在三年中有所不同。研究结果表明,小黑麦和燕麦牧场的营养价值相似,两者都可以有效地用于提供充足的饲料,以满足绵羊早春的饲草需求。
    UNASSIGNED: Small-grain winter cereals can be utilized as early spring pastures in temperate climates to relieve grazing pressure and potentially mitigate feed shortages. This study was conducted to determine the effects of triticale and oat cereal pastures grazed by sheep during early spring on forage yields, nutritive values, and nutritional requirements of sheep.
    UNASSIGNED: The research was carried out over three consecutive years, from 2015 to 2017, at the Sheep Research Institute in Bandırma-Balıkesir, located in the Marmara region of Türkiye. The treatments were arranged in a completely randomized block design, with the two forage species, triticale and oat, randomized within each of three blocks. The animal material for the study consisted of 24 Karacabey Merino sheep, each 2 years old, with an average live weight of 57.6 ± 0.5 kg, all in the late lactation stage. In each replication, four sheep were included, resulting in a total of 12 sheep grazing in each of the triticale and oat pastures. The sheep grazed exclusively on the cereal pastures without any additional feed, and had unrestricted access to water throughout the entire period of the experiment. The dry matter yields (DMY), dry matter intakes (DMI), nutritive values, and mineral contents of the cereal species were determined.
    UNASSIGNED: The DMY showed significant differences over the years (P < 0.05). No differences in DMY were observed between pastures, with oats yielding 11.99 t ha-1 and triticale yielding 11.08 t ha-1. During the grazing period, the change in DMY was significant in all years (P < 0.05). The average DMI of the sheep was 2,003.5 g d-1 for triticale and 2,156.6 g d-1 for oat, respectively, and DMI exhibited no significant differences across pastures. Although there was no difference in DMI between 2015 and 2016, the lowest consumption occurred in 2017 (P < 0.05). Additionally, while DMI showed different trends each year based on the periods, it generally decreased by the end of the grazing period. While both pastures provided similar nutritive values, significant differences were observed in the crude protein (CP), acid detergent fiber (ADF), in vitro true DM digestibility (DDM), and metabolisable energy (ME) values across the years. Over the years, as the grazing period progressed, CP levels decreased while neutral detergent fiber (NDF), ADF, and acid detergent lignin (ADL) increased, resulting in reduced DDM and ME values. The phosphorus (P) content in triticale was higher than in oats, but there were no differences in the content of other minerals between them. Between the years, significant differences were observed in the levels of phosphorus (P) and iron (Fe), while changes in other elements were insignificant. The variation in mineral content during the grazing process differed over the three years. Study results indicated that the nutritional values of triticale and oat pastures are similar, and both can effectively be used to provide sufficient feed to meet the early spring forage requirements for sheep.
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  • 文章类型: Journal Article
    本工作研究了不同剂量的生物炭(2.5%,5%,10%),木质生物质热解的副产品,关于燕麦植物的生长(AvenasativaL.,cv\“Danko\”)在不同原油浓度(0.5%,1%,2%,3%,6%)添加到土壤中,评估生物特征(即鲜重)和生化(即,丙二醛和脯氨酸的含量,和总抗氧化能力)参数。研究结果表明,在所研究的所有原油浓度中,生物炭都会对燕麦植物的鲜重产生积极影响。另一方面,关于氧化应激,用丙二醛和脯氨酸含量测量,生物炭导致了显著的减少,在生物炭浓度>2.5%和原油水平>2%(丙二醛:范围从-25%到-38%;脯氨酸范围从-33%到-52%)下观察到统计学显著性。生物炭土壤改良剂提高了总抗氧化能力,特别是在生物炭浓度>2.5%和原油水平>2%(范围从+20%到+98%)时。这些结果表明,生物炭在减轻原油污染对植物生长和氧化应激水平的负面影响方面具有巨大的潜力,从而突出了它作为污染土壤中的调理剂的价值。
    The present work investigated the effects of different doses of biochar (2.5%, 5%, 10%), a by-product of the pyrolysis of woody biomass, on the growth of oat plants (Avena sativa L., cv \"Danko\") grown under different crude oil concentrations (0.5%, 1%, 2%, 3%, 6%) added to the soil, evaluating both biometric (i.e. fresh weight) and biochemical (i.e., content of malondialdehyde and proline, and total antioxidant power) parameters. The findings indicate that biochar positively influences the fresh weight of oat plants across all concentrations of crude oil investigated. On the other hand, regarding oxidative stress, measured by malondialdehyde and proline content, biochar led to a significant reduction, with statistical significance observed at biochar concentrations > 2.5% and crude oil levels > 2% (malondialdehyde: ranging from -25% to -38%; proline ranging from -33% to -52%). Soil amendment with biochar increased the total antioxidant power, particularly at biochar concentrations > 2.5% and crude oil levels > 2% (ranging from + 20% to + 98%). These results suggest that biochar has a great potential in mitigating the negative effects of crude oil contamination on plant growth and oxidative stress levels, thereby highlighting its value as a conditioner in contaminated soils.
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  • 文章类型: Journal Article
    光氧电压感应域(LOV)超家族,在酶和信号转导蛋白中发现,在将光信号转换为结构信号中起着至关重要的作用,介导各种生物学机制。虽然时间分辨光谱研究揭示了LOV域发色团电子结构的动力学,了解蛋白质部分的结构变化,特别是关于光诱导的二聚化,仍然具有挑战性。这里,我们利用时间分辨X射线液相成像来捕获AvenasativaLOV2的光诱导二聚化。我们的分析揭示了在微秒时间范围内A\'α和Jα螺旋展开后的毫秒内发生二聚化。值得注意的是,我们的发现表明,β-支架之间的蛋白质-蛋白质相互作用(PPI),由螺旋展开介导,在二聚化中起关键作用。在这项工作中,我们提供了对LOV2蛋白在A\'α和Jα螺旋结构变化后的二聚化的结构见解,以及对PPI驱动的蛋白质-蛋白质缔合过程的机械见解。
    The Light-oxygen-voltage-sensing domain (LOV) superfamily, found in enzymes and signal transduction proteins, plays a crucial role in converting light signals into structural signals, mediating various biological mechanisms. While time-resolved spectroscopic studies have revealed the dynamics of the LOV-domain chromophore\'s electronic structures, understanding the structural changes in the protein moiety, particularly regarding light-induced dimerization, remains challenging. Here, we utilize time-resolved X-ray liquidography to capture the light-induced dimerization of Avena sativa LOV2. Our analysis unveils that dimerization occurs within milliseconds after the unfolding of the A\'α and Jα helices in the microsecond time range. Notably, our findings suggest that protein-protein interactions (PPIs) among the β-scaffolds, mediated by helix unfolding, play a key role in dimerization. In this work, we offer structural insights into the dimerization of LOV2 proteins following structural changes in the A\'α and Jα helices, as well as mechanistic insights into the protein-protein association process driven by PPIs.
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  • 文章类型: Journal Article
    男性不育是一个重大的公共卫生问题。炎症性肠病(IBDs)对男性生殖系统有负面影响。本研究的目的是研究不同摩尔质量的燕麦β-葡聚糖(OBG)是否可以调节TNBS诱导的结肠炎成年Sprague-Dawley大鼠睾丸的抗氧化防御和炎症反应参数,以及OBG干预是否可以调节与RAS系统相关的炎症反应。结果:睾丸超氧化物歧化酶(SOD)较高,谷胱甘肽还原酶(GR)活性和谷胱甘肽(GSH)浓度,和较低的睾酮(T)水平和谷胱甘肽过氧化物酶(GPx)活性,与健康对照组相比,在结肠炎大鼠中观察到。与对照动物相比,TNBS诱导的结肠炎导致饲喂低摩尔质量OBG的大鼠睾丸中血管紧张素1-7(ANG1-7)水平降低。结论:虽然结肠炎引起了性腺的中度促氧化剂变化,似乎合理的是,对燕麦β-葡聚糖质量的不同部分进行饮食干预可能通过刺激局部抗氧化防御系统来支持生殖稳态的维持.
    Male infertility represents a significant public health concern. There is a negative impact of inflammatory bowel diseases (IBDs) on the male reproductive system. The aim of this study was to investigate whether oat beta-glucan (OBG) with different molar mass can modulate parameters of antioxidant defense and inflammatory response in the testes of adult Sprague-Dawley rats with TNBS-induced colitis and whether the OBG intervention can modulate the inflammatory response in association with the RAS system. Results: higher testicular superoxide dismutase (SOD), glutathione reductase (GR) activities and glutathione (GSH) concentration, and lower testosterone (T) level and glutathione peroxidase (GPx) activity, were observed in rats with colitis than in healthy control ones. TNBS-induced colitis resulted in decreased the angiotensin 1-7 (ANG 1-7) level in the testes of rats fed with low-molar mass OBG compared to control animals. Conclusions: although colitis induced moderate pro-oxidant changes in the gonads, it seems plausible that dietary intervention with different fractions of oat beta-glucans mass may support the maintenance of reproductive homeostasis via the stimulation of the local antioxidant defense system.
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  • 文章类型: Journal Article
    一些消费者正在用植物性牛奶替代品(PBMA)代替牛奶。本研究旨在表征牛奶(n=60)和PBMA类型(大豆,燕麦,大米,杏仁,椰子,和榛子;每种类型n=10)。在PBMAs和牛奶的脂肪酸(FA)谱中发现了显着差异,特别是在FA多样性(PBMAs中的15个FA与牛奶中的54个FA)和主要FA组的比例方面。椰子的FA谱以饱和FA(SFA)为主,而单不饱和脂肪酸(MUFA)或多不饱和脂肪酸(PUFA)在其余PBMA类型中占主导地位。在任何PBMA类型中均未检测到胆固醇。牛奶FAs的FA谱以SFA为主;然而,不同的SFA个体有不同的健康结果。此外,牛奶含有一些具有促进健康特性的FA组,如甲基支链脂肪酸(BCFA)和共轭亚油酸(CLA),两者在PBMA中都不存在。
    Some consumers are replacing cow\'s milk with plant-based milk alternatives (PBMAs). The present study aimed to characterize the lipid profiles of cow\'s milk (n = 60) and PBMA types (soya, oat, rice, almond, coconut, and hazelnut; n = 10 per type). Significant differences were found in the fatty acid (FA) profiles of PBMAs and milk, particularly in FA diversity (15 FAs in PBMAs vs 54 FAs in milk) and the proportion of prime FA groups. The FA profile of coconut was dominated by saturated FAs (SFA), whereas monounsaturated FAs (MUFA) or polyunsaturated FAs (PUFA) were dominant in the remaining PBMA types. Cholesterol was not detected in any PBMA type. The FA profile of milk FAs was dominated by SFA; however, different individual SFA have varying health outcomes. Additionally, milk contains some FA groups with health-promoting properties, such as methyl-branched-chain FAs (BCFA) and conjugated linoleic acid (CLA), both of which are absent in PBMAs.
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  • 文章类型: Journal Article
    本研究的目的是优化燕麦皂苷(Os)的提取工艺并评估其抗氧化潜力。单因素实验,响应面优化设计,采用正交试验优化了Os的超声波辅助提取工艺,最佳提取条件为:乙醇体积分数为80%,材料-溶剂比为1:14,超声功率为400W,超声时间25分钟,提取温度60℃,提取时间180min,Os的提取率为0.317%±0.105%。使用该方法,制备了Os的粗提物,并测定了其体外清除自由基和抑制猪肉中蛋白质氧化的能力,以抗坏血酸(Vc)为对照。结果表明,Os对DPPH自由基的清除能力,羟基自由基(·OH)和超氧阴离子(O2-)随Os浓度的增加而增加。有趣的是,Os对DPPH和O2-的清除能力远低于Vc,但是它对·OH的清除能力非常接近Vc,达到84.59%和96.33%,分别。此外,猪肉贮藏和Fenton氧化系统的实验表明,Os在0.09-0.72mg/mL的浓度下可以减少羰基的产生(8.49%-50.05%)和总巯基的氧化(1.29%-25.86%),并有效抑制猪肉中蛋白质氧化的7.82%-22.53%。本研究结果将为燕麦皂苷作为一种天然抗蛋白氧化剂在肉类加工和贮藏中的应用提供理论依据。
    The aim of this study is to optimize the extraction process of oat saponins (Os) and to evaluate their antioxidant potential. Single factor experiment, response surface optimization design, and orthogonal test were employed to optimize the process of ultrasonic-assisted extraction of Os, and the optimal extraction conditions were as followed: ethanol volume fraction of 80 %, material-solvent ratio of 1:14, ultrasonic power of 400 W, ultrasonic time of 25 min, extraction temperature of 60℃, extraction time of 180 min, and the extraction rate of Os was 0.317 %±0.105 %. Using the method, the crude extract of Os was prepared and its abilities of scavenging radicals in vitro and inhibiting protein oxidation in pork were determined, with ascorbic acid (Vc) as the control. Results revealed that the scavenging ability of Os against DPPH radical, hydroxyl radical (·OH) and superoxide anion (O2-) increased with the concentration of Os. Interestingly, the scavenging abilities of Os against DPPH and O2- were far lower than that of Vc, but its scavenging ability against ·OH was very close to that of Vc, reaching 84.59 % and 96.33 %, respectively. Furthermore, the experiments of pork storage and Fenton oxidation system showed that Os with 0.09-0.72 mg/mL could reduce the production of carbonyl (8.49 %-50.05 %) and the oxidation of total sulfhydryl (1.29 %-25.86 %), and effectively inhibit the oxidation of protein in pork by 7.82 %-22.53 %. The results of this study will provide a theoretical basis for the application of oat saponins as a natural anti-protein oxidant in meat processing and storage.
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  • 文章类型: Journal Article
    霉菌毒素,尤其是黄曲霉毒素B1(AFB1)和伏马毒素B1(FMB1),是谷物食品中常见的污染物。由于当前由气候变化引起的挑战,预计污染实例将增加。尽管全谷物对健康有益,麸皮中霉菌毒素的存在仍然令人担忧。尽管如此,先前的研究表明,麦麸可以吸附诱变剂。因此,这项研究调查了玉米的容量,小麦,和燕麦麸在不同的体外条件下吸附AFB1和FMB1,包括pH值,绑定时间,温度,颗粒大小,以及麸皮的使用量。与小麦和燕麦麸皮相比,玉米麸皮表现出较高的AFB1吸附能力(>78%)。然而,FMB1没有被麸皮吸附,可能是由于其亲水性。较低的温度(≤25°C)增强了小麦和燕麦麸中AFB1的吸附效率,而对于玉米麸皮,最高的吸附发生在37℃。遵循亨利定律的线性模型最好地解释了麸皮对AFB1的吸附。进一步的研究确定麸皮的果皮层是AFB1吸附的主要部位,初始液体体积是一个关键因素。该研究得出结论,麸皮可能作为一种有效的生物吸附剂。进一步的研究对于通过体内实验确认AFB1的吸附功效和生物利用度至关重要。
    Mycotoxins, especially aflatoxin B1 (AFB1) and fumonisin B1 (FMB1), are common contaminants in cereal-based foods. Instances of contamination are predicted to increase due to the current challenges induced by climate change. Despite the health benefits of whole grains, the presence of mycotoxins in bran remains a concern. Nonetheless, previous research indicates that wheat bran can adsorb mutagens. Therefore, this study investigated the capacity of maize, wheat, and oat brans to adsorb AFB1 and FMB1 under varying in vitro conditions, including pH, binding time, temperature, particle size, and the amount of bran utilized. Maize bran demonstrated a high AFB1 adsorption capacity (>78%) compared to wheat and oat brans. However, FMB1 was not adsorbed by the brans, possibly due to its hydrophilic nature. Lower temperature (≤25 °C) enhanced AFB1 adsorption efficacy in wheat and oat bran, while for maize bran, the highest adsorption occurred at 37 °C. A linear model following Henry\'s law best explained AFB1 adsorption by the brans. Further studies identified the pericarp layer of bran as the primary site of AFB1 adsorption, with the initial liquid volume being a critical factor. The study concludes that bran could potentially act as an effective bioadsorbent. Further research is essential to confirm the adsorption efficacy and the bioavailability of AFB1 through in vivo experiments.
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  • 文章类型: Journal Article
    背景:成髓细胞病(MYB)转录因子(TF)家族是植物中最大,最重要的TF家族之一,在生命周期和非生物胁迫中起着重要作用。
    结果:在这项研究中,从Avenasativa中鉴定出268个AvenasativaMYB(AsMYB)TFs,并根据它们在染色体上的位置顺序进行命名,分别。进行AsMYB和拟南芥MYB蛋白的系统发育分析以确定它们的同源性,AsMYB1R蛋白分为5个亚组,AsMYB2R蛋白分为34个亚组。亚组之间的保守域和基因结构高度保守。在转录数据的转录组中筛选了8个差异表达的AsMYB基因,并通过RT-qPCR进行验证。AsMYB2R亚群中的三个基因,这与缩短的生长期有关,气孔关闭,PEG诱导的干旱胁迫以及养分和水分的运输,进行了更详细的调查。AsMYB1R亚组基因LHY和REV1,以及GST,调节ROS稳态以确保ROS信号转导并清除过量的ROS以避免氧化损伤。
    结论:这项研究的结果证实,AsMYBTFs家族参与了干旱胁迫下ROS的稳态调节。这为进一步研究AsMYBTFs家族参与调节水稻干旱响应机制奠定了基础。
    BACKGROUND: The myeloblastosis (MYB) transcription factor (TF) family is one of the largest and most important TF families in plants, playing an important role in a life cycle and abiotic stress.
    RESULTS: In this study, 268 Avena sativa MYB (AsMYB) TFs from Avena sativa were identified and named according to their order of location on the chromosomes, respectively. Phylogenetic analysis of the AsMYB and Arabidopsis MYB proteins were performed to determine their homology, the AsMYB1R proteins were classified into 5 subgroups, and the AsMYB2R proteins were classified into 34 subgroups. The conserved domains and gene structure were highly conserved among the subgroups. Eight differentially expressed AsMYB genes were screened in the transcriptome of transcriptional data and validated through RT-qPCR. Three genes in AsMYB2R subgroup, which are related to the shortened growth period, stomatal closure, and nutrient and water transport by PEG-induced drought stress, were investigated in more details. The AsMYB1R subgroup genes LHY and REV 1, together with GST, regulate ROS homeostasis to ensure ROS signal transduction and scavenge excess ROS to avoid oxidative damage.
    CONCLUSIONS: The results of this study confirmed that the AsMYB TFs family is involved in the homeostatic regulation of ROS under drought stress. This lays the foundation for further investigating the involvement of the AsMYB TFs family in regulating A. sativa drought response mechanisms.
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  • 文章类型: Journal Article
    靶标捕获系统与下一代测序的整合已成为探索具有高分辨率的特定遗传区域并促进新等位基因的快速发现的有效工具。尽管取得了这些进步,靶向测序方法的应用,比如myBaits技术,在多倍体燕麦物种中仍然相对未被探索。在这项研究中,我们利用DaicelArborBiosciences提供的myBaits靶标捕获方法来检测变异体,并评估其在燕麦基因组学和育种中变异体检测的可靠性.精心选择了10种燕麦基因型进行靶向测序,专注于染色体2A上的特定区域以检测变异。所选区域包含98个基因。靶向这些区域内的基因的精确设计的诱饵用于靶捕获测序。我们采用了各种映射器和变体调用者来识别变体。在识别变体之后,我们重点研究了通过所有变体调用者鉴定的变体,以评估myBaits测序方法在燕麦育种中的适用性。在我们努力验证已识别的变体时,我们专注于两个SNP,通过基因型KF-318和NOS819111-70中的所有变体调用者鉴定了一个缺失和一个插入,但在其余八个基因型中不存在。靶向SNP的Sanger测序未能重现通过myBaits技术获得的靶标捕获数据。同样,通过高分辨率熔解(HRM)曲线分析验证缺失和插入变体也未能重现靶标捕获数据,再次表明,使用短读取测序进行燕麦基因组变异检测的myBaits靶捕获测序的可靠性存在局限性。这项研究阐明了在采用myBaits目标捕获策略进行燕麦变异检测时谨慎行事的重要性。这项研究为育种者寻求使用myBaits靶标捕获测序来推进燕麦育种工作和标记开发提供了有价值的见解,强调方法测序在燕麦基因组学研究中的重要性。
    The integration of target capture systems with next-generation sequencing has emerged as an efficient tool for exploring specific genetic regions with a high resolution and facilitating the rapid discovery of novel alleles. Despite these advancements, the application of targeted sequencing methodologies, such as the myBaits technology, in polyploid oat species remains relatively unexplored. In this study, we utilized the myBaits target capture method offered by Daicel Arbor Biosciences to detect variants and assess their reliability for variant detection in oat genomics and breeding. Ten oat genotypes were carefully chosen for targeted sequencing, focusing on specific regions on chromosome 2A to detect variants. The selected region harbors 98 genes. Precisely designed baits targeting the genes within these regions were employed for the target capture sequencing. We employed various mappers and variant callers to identify variants. After the identification of variants, we focused on the variants identified via all variants callers to assess the applicability of the myBaits sequencing methodology in oat breeding. In our efforts to validate the identified variants, we focused on two SNPs, one deletion and one insertion identified via all variant callers in the genotypes KF-318 and NOS 819111-70 but absent in the remaining eight genotypes. The Sanger sequencing of targeted SNPs failed to reproduce target capture data obtained through the myBaits technology. Similarly, the validation of deletion and insertion variants via high-resolution melting (HRM) curve analysis also failed to reproduce target capture data, again suggesting limitations in the reliability of the myBaits target capture sequencing using short-read sequencing for variant detection in the oat genome. This study shed light on the importance of exercising caution when employing the myBaits target capture strategy for variant detection in oats. This study provides valuable insights for breeders seeking to advance oat breeding efforts and marker development using myBaits target capture sequencing, emphasizing the significance of methodological sequencing considerations in oat genomics research.
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  • 文章类型: Journal Article
    背景:Avenafatua和A。由于它们具有很强的相似性,因此难以区分。然而,人工神经网络(ANN)可以有效地提取模式并识别这些物种。我们从巴尔干地区的122个地点和南部的一些种群中测量了Avena物种的种子性状,西方,和中欧(总计超过22000个种子)。ANN模型的输入包括种子质量,尺寸,颜色,毛羽,以及引理上的芒附件的位置。
    结果:ANN模型实现了A.fatua和A.sterilis的高分类精度(R2>0.99,RASE<0.0003),没有错误分类。将地理坐标作为输入也导致成功的分类(R2>0.99,RASE<0.000001)而没有错误分类。这凸显了地理坐标对Avena物种发生的重大影响。这些模型揭示了形态性状之间的隐藏关系,通过传统的统计方法不容易检测到。例如,其他种子性状结合地理坐标可以部分预测种子颜色。当比较这两个物种时,A.fatua主要在上半部分有引理附着点,而绝育在下半部分。A.灭菌的种子和毛发比A.fatua稍长,而两个物种的种子毛羽和质量相似。A.fatua种群主要是棕色的,浅棕色,和黑色的颜色,而绝育A种群有黑色,棕色,和黄色的颜色。
    结论:仅根据个体特征来区分A.fatua和A.无菌是具有挑战性的,因为它们具有共同的性状和每个物种内性状的相当大的变异性。然而,可以通过组合多种种子性状对这些物种进行分类。这种方法对于探索通常难以使用常规方法评估的不同性状之间的关系也具有巨大的潜力。
    BACKGROUND: Avena fatua and A. sterilis are challenging to distinguish due to their strong similarities. However, Artificial Neural Networks (ANN) can effectively extract patterns and identify these species. We measured seed traits of Avena species from 122 locations across the Balkans and from some populations from southern, western, and central Europe (total over 22 000 seeds). The inputs for the ANN model included seed mass, size, color, hairiness, and placement of the awn attachment on the lemma.
    RESULTS: The ANN model achieved high classification accuracy for A. fatua and A. sterilis (R2 > 0.99, RASE < 0.0003) with no misclassification. Incorporating geographic coordinates as inputs also resulted in successful classification (R2 > 0.99, RASE < 0.000001) with no misclassification. This highlights the significant influence of geographic coordinates on the occurrence of Avena species. The models revealed hidden relationships between morphological traits that are not easily detectable through traditional statistical methods. For example, seed color can be partially predicted by other seed traits combined with geographic coordinates. When comparing the two species, A. fatua predominantly had the lemma attachment point in the upper half, while A. sterilis had it in the lower half. A. sterilis exhibited slightly longer seeds and hairs than A. fatua, while seed hairiness and mass were similar in both species. A. fatua populations primarily had brown, light brown, and black colors, while A. sterilis populations had black, brown, and yellow colors.
    CONCLUSIONS: Distinguishing A. fatua from A. sterilis based solely on individual characteristics is challenging due to their shared traits and considerable variability of traits within each species. However, it is possible to classify these species by combining multiple seed traits. This approach also has significant potential for exploring relationships among different traits that are typically difficult to assess using conventional methods.
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