domain

  • 文章类型: Journal Article
    背景:自从1998年OMERACT系统性红斑狼疮(SLE)核心结果集(COS)的发展以来,已经确定了许多新的SLE领域并制定了措施,创建需要更新SLECOS。为了重新审视1998年SLECOS和研究议程领域,并生成新的候选域,我们对SLE患者及其合作者进行了这项研究.
    目的:(1)评估现有的SLE候选域是否包含在SLECOS中。(2)生成用于COS考虑的附加候选SLE域。(3)要聘请SLE合作者,包括患者,在开发更新的SLECOS时。
    方法:OMERACTSLE工作组的指导委员会制定了一项调查,以评估候选SLE领域的重要性,并生成其他领域供SLECOS考虑。在多伦多大学狼疮诊所(患者组)随访的SLE患者和OMERACTSLE工作组(合作小组)的成员被邀请在2022年8月至2023年2月之间完成调查。
    结果:共邀请了175名患者,100名患者完成了调查。在被邀请的178名合作者中,145人完成了调查。患者倾向于优先考虑影响生活的领域,而合作者则优先考虑临床领域。患者和合作者都建议在1998年SLECOS和研究议程中添加其他领域。
    结论:领域纳入和重要性结果表明,患者和合作者优先考虑不同的领域,因此,捕捉两组的观点对于确保对SLE进行全面评估至关重要。该研究的结果确定了已经对潜在纳入SLECOS具有高度一致性的领域,需要进一步解释的领域,和值得考虑的新颖领域。
    BACKGROUND: Since the development of the OMERACT Systemic Lupus Erythematosus (SLE) Core Outcome Set (COS) in 1998, many new SLE domains have been identified and measures developed, creating a need to update the SLE COS. To revisit the 1998 SLE COS and research agenda domains, and generate new candidate domains, we conducted this study of patients with SLE and collaborators.
    OBJECTIVE: (1) To evaluate existing candidate SLE domains for inclusion in the SLE COS. (2) To generate additional candidate SLE domains for COS consideration. (3) To engage SLE collaborators, including patients, in developing the updated SLE COS.
    METHODS: The OMERACT SLE Working Group\'s steering committee developed a survey to assess the importance of candidate SLE domains and generate additional domains for consideration towards the SLE COS. Patients with SLE followed at the University of Toronto Lupus Clinic (patient group) and members of the OMERACT SLE Working Group (collaborator group) were invited to complete the survey between August 2022 and February 2023.
    RESULTS: A total of 175 patients were invited and 100 completed the survey. Of 178 collaborators invited, 145 completed the survey. Patients tended to prioritize life-impact domains while collaborators prioritized clinical domains. Both patients and collaborators recommended additional domains to those included in the 1998 SLE COS and research agenda.
    CONCLUSIONS: The domain inclusion and importance results demonstrate that patients and collaborators prioritize different domains, so capturing the perspectives of both groups is essential to ensure a holistic assessment of SLE. The results of the study identify domains that already have a high level of agreement for potential inclusion in the SLE COS, domains that require further explanation, and novel domains that warrant consideration.
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  • 文章类型: Journal Article
    背景:建议将omega-3多不饱和脂肪酸补充剂作为诊断为重度抑郁症的成人的辅助治疗。在过去的十年中,与omega-3联合治疗的重复数据的评估已在成人中广泛进行。然而,这些发现在儿科人群中的普适性仍不确定.该评估的目标是双重的:(1)评估omega-3和相关联合疗法在降低抑郁症状严重程度方面的有效性,和(2)包括缓解率(即,抑郁症状减少50%以上)作为治疗功效的量度。方法:我们从成立之初到2023年10月对PubMed/EMBASE进行了文献检索。使用Stata(17.0版)进行数据分析。结果:我们共确定了3168篇文章。在对已确定的研究进行资格筛选后,9项研究(n=561名参与者)被纳入我们的分析.配对比较显示,与安慰剂相比,任何干预措施的抑郁症状都没有显着改善。然而,聚类排序图确定omega-3加肌醇是小儿抑郁症最有效的治疗方法(77.3%的疗效).与安慰剂相比,Omega-3与心理教育心理治疗配对显着降低了缓解率(标准化平均差=0.44,95%置信区间:0.00-0.87,p=0.048),导致91.5%的缓解率,使其成为研究中最有效的治疗方法。结论:综合来看,这项网络荟萃分析提供了令人信服的证据支持omega-3在患有抑郁症的儿科组中的抗抑郁作用.未来的研究应该旨在研究omega-3作为年轻人抑郁症患者的单一疗法,以及调查与心理社会干预措施相比,omega-3对受影响个体的疗效。
    Background: The administration of omega-3 polyunsaturated fatty acid supplements is recommended as an adjuvant therapy for adults diagnosed with major depressive disorder. The evaluation of replicated data in combination treatment with omega-3 has been extensively conducted in adults over the past decade. However, the generalizability of these findings to pediatric groups is still uncertain. The objectives of this evaluation were twofold: (1) to evaluate the effectiveness of omega-3 and associated combination therapies in reducing the severity of depressive symptoms, and (2) to include remission rates (i.e., reduction of more than 50% in depression symptoms) as a measure of therapeutic efficacy. Methods: We conducted a literature search on PubMed/EMBASE from inception to October 2023. Data analyses were conducted using Stata (version 17.0). Results: We identified a total of 3168 articles. After eligibility screening of identified studies, nine studies (n = 561 participants) were included in our analysis herein. Pairwise comparisons revealed no significant improvement in depression symptoms for any intervention versus placebo. However, a clustered ranking plot identified omega-3 plus inositol as the most effective treatment for pediatric depression (77.3% efficacy). Omega-3 paired with psychoeducational psychotherapy significantly lowered the remission rate compared to placebo (standardized mean difference = 0.44, 95% confidence interval: 0.00-0.87, p = 0.048), resulting in a 91.5% remission rate, making it the most effective treatment in the study. Conclusions: Taken together, this network meta-analysis presents compelling evidence supporting the antidepressant effects of omega-3 in pediatric groups with depression. Future research should aim to investigate omega-3 as monotherapy for young individuals with depression, as well as investigate the efficacy of omega-3 in comparison to psychosocial interventions for affected individuals.
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  • 文章类型: Journal Article
    通过调整HfO2/Ga2O3原子层沉积周期比,制备了不同Ga掺杂浓度的镓掺杂氧化铪(Ga-HfO2)薄膜,用于HfO2基铁电存储器中的高速低电压工作。Ga-HfO2铁电薄膜显示出精细调制的矫顽场(Ec),从1.1(HfO2/Ga2O3=32:1)到极低的0.6MV/cm(HfO2/Ga2O3=11:1)。这种调制源于极化切换过程中畴成核和传播速度之间的竞争,受到具有特定Ga掺杂浓度的薄膜中本征畴密度和相色散的影响。较高的Ec样品表现出成核主导的切换机制,而较低的Ec样品随着电场的增加而经历从成核主导到传播主导的逆转机制的转变。这项工作引入了Ga作为低Ec的可行掺杂剂,并提供了对基于HfO2的铁电存储器应用的材料设计策略的见解。
    The gallium-doped hafnium oxide (Ga-HfO2) films with different Ga doping concentrations were prepared by adjusting the HfO2/Ga2O3 atomic layer deposition cycle ratio for high-speed and low-voltage operation in HfO2-based ferroelectric memory. The Ga-HfO2 ferroelectric films reveal a finely modulated coercive field (Ec) from 1.1 (HfO2/Ga2O3 = 32:1) to an exceptionally low 0.6 MV/cm (HfO2/Ga2O3 = 11:1). This modulation arises from the competition between domain nucleation and propagation speed during polarization switching, influenced by the intrinsic domain density and phase dispersion in the film with specific Ga doping concentrations. Higher Ec samples exhibit a nucleation-dominant switching mechanism, while lower Ec samples undergo a transition from a nucleation-dominant to a propagation-dominant reversal mechanism as the electric field increases. This work introduces Ga as a viable dopant for low Ec and offers insights into material design strategies for HfO2-based ferroelectric memory applications.
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  • 文章类型: Journal Article
    在有限占用区域内的片上系统功率管理集成电路(PMIC)中,提供针对线路/负载变化和电源纹波的准确且稳定的开关输出电压的开关型功率转换器大多是复杂的。在这里,我们使用硅上的X切割LiNbO3薄膜制造了畴壁(DW)纳米器件。域切换事件发生在所施加电压下由Merz定律预测的延迟时间之后。但是输出电流与施加的电压无关,并且可以通过导电壁宽度以及电路中的输入电阻进行调整。在间歇施加的电压下,调节电流在纳米器件和电极之间的挥发性界面域上重复出现。建立了壁电流限制域开关模型来解释这一现象。具有较小占用面积的多功能DW纳米器件可以用作PMIC中的紧凑型低压差稳压器,节能神经网络系统中的时域延迟器,和片上静电放电保护除了非易失性存储器和选择器。
    A switching-type power converter providing an accurate and stable switching output voltage against line/load variations and power supply ripple is mostly complicated in system-on-chip power management integrated circuits (PMICs) within a limited occupation area. Here we fabricated domain wall (DW) nanodevices using an X-cut LiNbO3 thin film on silicon. The domain switching event occurs after a delay time predicted by Merz\'s law under the applied voltage. But the output current is irrespective of the applied voltage and can be adjusted by conducting wall width as well as input resistance in the circuit. The regulating currents appear repetitively across the volatile interfacial domains between the nanodevice and electrode under intermittently applied voltages. A wall-current-limited domain switching model is developed to explain the phenomenon. The multifunctional DW nanodevices with smaller occupation areas can serve as compact low-dropout regulators in PMICs, time-domain delayers in energy-efficient neural network systems, and on-chip electrostatic discharge protection besides nonvolatile memories and selectors.
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  • 文章类型: Journal Article
    背景:衔接蛋白,磷酸酪氨酸与PH结构域和亮氨酸拉链1(APPL1)相互作用在调节胰岛素信号传导和葡萄糖代谢中起着至关重要的作用。APPL1基因的突变与年轻14型(MODY14)的成熟发作型糖尿病的发展有关。目前,只有两个突变[c.1655T>A(p。Leu552*)和c.281G>Ap。(Asp94Asn)]已被鉴定与该疾病有关。鉴于对MODY14的了解有限,必须识别更多病例并对MODY14和APPL1突变进行全面研究。
    目的:评估APPL1基因突变在糖尿病患者中的致病性,并表征APPL1结构域的功能作用。
    方法:筛选显示临床体征和提示MODY病史的患者进行研究。对患者及其家庭成员进行全外显子组测序。基于生物信息学分析预测鉴定的APPL1变体的致病性。此外,通过体外功能实验初步评价了新型APPL1变异体的致病性。最后,评估了这些变体对APPL1蛋白表达和胰岛素途径的影响,并进一步探讨了APPL1蛋白与胰岛素受体相互作用的潜在机制。
    结果:共鉴定出5个新突变,包括四个错义突变(Asp632Tyr,Arg633His,Arg532Gln,和Ile642Met)和一个内含子突变(1153-16A>T)。致病性预测分析显示,在所有预测中,Arg532Gln都是致病性的。Asp632Tyr和Arg633His变体也具有基于MutationTaster的致病性。此外,氨基酸序列的多重比对显示Arg532Gln,Asp632Tyr,和Arg633His变体在不同物种中保守。此外,在体外功能实验中,发现c.1894G>T(在Asp632Tyr)和c.1595G>A(在Arg532Gln)突变均在蛋白质和mRNA水平上下调APPL1的表达,表明它们的致病性。因此,根据患者的临床和家族史,结合生物信息学分析和功能实验的结果,c.1894G>T(在Asp632Tyr)和c.1595G>A(在Arg532Gln)突变被归类为致病性突变。重要的是,所有这些突变均位于APPL1的磷酸酪氨酸结合结构域内,该结构域在胰岛素增敏作用中起关键作用.
    结论:这项研究为APPL1基因突变在糖尿病中的致病性提供了新的见解,并揭示了该疾病的诊断和治疗的潜在靶标。
    BACKGROUND: Adaptor protein, phosphotyrosine interacting with PH domain and leucine zipper 1 (APPL1) plays a crucial role in regulating insulin signaling and glucose metabolism. Mutations in the APPL1 gene have been associated with the development of maturity-onset diabetes of the young type 14 (MODY14). Currently, only two mutations [c.1655T>A (p.Leu552*) and c.281G>A p.(Asp94Asn)] have been identified in association with this disease. Given the limited understanding of MODY14, it is imperative to identify additional cases and carry out comprehensive research on MODY14 and APPL1 mutations.
    OBJECTIVE: To assess the pathogenicity of APPL1 gene mutations in diabetic patients and to characterize the functional role of the APPL1 domain.
    METHODS: Patients exhibiting clinical signs and a medical history suggestive of MODY were screened for the study. Whole exome sequencing was performed on the patients as well as their family members. The pathogenicity of the identified APPL1 variants was predicted on the basis of bioinformatics analysis. In addition, the pathogenicity of the novel APPL1 variant was preliminarily evaluated through in vitro functional experiments. Finally, the impact of these variants on APPL1 protein expression and the insulin pathway were assessed, and the potential mechanism underlying the interaction between the APPL1 protein and the insulin receptor was further explored.
    RESULTS: A total of five novel mutations were identified, including four missense mutations (Asp632Tyr, Arg633His, Arg532Gln, and Ile642Met) and one intronic mutation (1153-16A>T). Pathogenicity prediction analysis revealed that the Arg532Gln was pathogenic across all predictions. The Asp632Tyr and Arg633His variants also had pathogenicity based on MutationTaster. In addition, multiple alignment of amino acid sequences showed that the Arg532Gln, Asp632Tyr, and Arg633His variants were conserved across different species. Moreover, in in vitro functional experiments, both the c.1894G>T (at Asp632Tyr) and c.1595G>A (at Arg532Gln) mutations were found to downregulate the expression of APPL1 on both protein and mRNA levels, indicating their pathogenic nature. Therefore, based on the patient\'s clinical and family history, combined with the results from bioinformatics analysis and functional experiment, the c.1894G>T (at Asp632Tyr) and c.1595G>A (at Arg532Gln) mutations were classified as pathogenic mutations. Importantly, all these mutations were located within the phosphotyrosine-binding domain of APPL1, which plays a critical role in the insulin sensitization effect.
    CONCLUSIONS: This study provided new insights into the pathogenicity of APPL1 gene mutations in diabetes and revealed a potential target for the diagnosis and treatment of the disease.
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  • 文章类型: Journal Article
    类受体激酶(RLKs)是植物中最大的信号转导成分,确定不同的植物如何适应其生态环境,导致植物特有的生态位。当前对RLK的研究主要集中在少数模型植物的少数典型RLK成员上。迫切需要研究作文,分布,以及RLK在整体水平上的进化,以加速对RLK如何协助不同植物的生态适应的理解。在这项研究中,我们收集了528个植物基因组并建立了RLK数据集,发现和表征524,948名RLK成员。每个成员都进行了系统的拓扑分类,并接受了相干基因ID分配。使用这个数据库,我们确定了两个新的胞外域(设计为“Xiao”和“Xiang”,\“分别)在RLK中。RLK家族的进化分析揭示了双子叶中RLCK-XVII和RLCK-XII-2类的独家存在,表明单子叶植物和双子叶植物之间RLK的多样化可能导致下游细胞质反应的差异。我们还使用交互蛋白质组来帮助数据挖掘从全球角度推断RLK的新功能,最终目标是了解RLK如何塑造不同植物对环境/生态的适应。编译的RLK数据集,连同注释和分析工具,形成涉及多组数据的集成数据基础,并且可以通过门户网站(http://metaRLK.生物云。顶部)。
    Receptor-like kinases (RLKs) are the most numerous signal transduction components in plants and play important roles in determining how different plants adapt to their ecological environments. Research on RLKs has focused mainly on a small number of typical RLK members in a few model plants. There is an urgent need to study the composition, distribution, and evolution of RLKs at the holistic level to increase our understanding of how RLKs assist in the ecological adaptations of different plant species. In this study, we collected the genome assemblies of 528 plant species and constructed an RLK dataset. Using this dataset, we identified and characterized 524 948 RLK family members. Each member underwent systematic topological classification and was assigned a gene ID based on a unified nomenclature system. Furthermore, we identified two novel extracellular domains in some RLKs, designated Xiao and Xiang. Evolutionary analysis of the RLK family revealed that the RLCK-XVII and RLCK-XII-2 classes were present exclusively in dicots, suggesting that diversification of RLKs between monocots and dicots may have led to differences in downstream cytoplasmic responses. We also used an interaction proteome to help empower data mining for inference of new RLK functions from a global perspective, with the ultimate goal of understanding how RLKs shape the adaptation of different plants to the environments/ecosystems. The assembled RLK dataset, together with annotations and analytical tools, forms an integrated foundation of multiomics data that is publicly accessible via the metaRLK web portal (http://metaRLK.biocloud.top).
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  • 文章类型: Journal Article
    小芽孢杆菌和背芽孢杆菌都是植食性昆虫,它们的幼虫是潜伏的饲养者,给农业生产和贸易造成了巨大的破坏和经济损失。本研究旨在为研究和制定防治这两种害虫的可行对策提供科学依据。根据我国肉芽胞杆菌和肉芽胞杆菌的分布数据,从中国草本植物中获得,调查和文学。四种利基模型(Garp,Bioclim,域,和Maxent)用于分析影响两种害虫分布的关键环境因子,并建立四川盆地潜在分布的预测模型。结合两个统计标准,接受者工作特征曲线下面积(AUC)和Kappa,对预测模型的有效性进行了分析比较。结果表明:4种模型的平均AUC值均在0.90以上,平均Kappa值均在0.75以上,说明4种模型均适用于预测丁香和背香的潜在分布面积。温度的年度范围,最干燥季度的平均温度,最热季度的平均温度,年降水量,最干旱月份的降水是影响B.minax分布的关键环境因子,而平均昼夜温度范围,最干燥季度的平均温度,季节温度变化和最干旱月份的降水影响着背芽孢杆菌的潜在分布。B.minax的适宜区域主要集中在四川盆地东部,而背芽孢杆菌的适宜区域集中在东南部。除了Bioclim模型,其他三个模型预测的两种害虫的高度适宜面积均大于15.94×104km2,中度适宜面积大于13.57×104km2。总之,四川盆地两种害虫的适宜区域相当广泛。因此,有关部门应加强对这两种害虫的监测,特别是在入侵率高的地区。
    Both Bactrocera minax and Bactrocera dorsalis are phytophagous insects, and their larvae are latent feeders, which cause great damage and economic losses to agriculture production and trade. This study aimed to provide a scientific reference for researching and developing the feasible countermeasures against these two pests. Based on the distribution data of B. minax and B. dorsalis in China, obtained from the Chinese herbaria, investigation and literature. Four niche models (Garp, Bioclim, Domain, and Maxent) were used to analyze the key environmental factors affecting the distribution of both pests and to build prediction models of the potential distribution in Sichuan Basin. Combined with two statistical standards, area under the receiver operating characteristic curve (AUC) and Kappa, the validity of prediction models were analyzed and compared. The results show that: the average AUC values of the four models are all above 0.90, and the average Kappa values are all above 0.75, indicating that the four models are suitable for predicting the potential distribution area of B. minax and B. dorsalis. The annual range of temperature, the mean temperature in the driest quarter, the mean temperature in the warmest quarter, the annual precipitation, and the precipitation in driest month are the key environmental factors affecting the distribution of B. minax, while the mean diurnal temperature range, the mean temperature in the driest quarter, the seasonal temperature variations and the precipitation in driest month affect the potential distribution of B. dorsalis. The suitable areas for B. minax are mainly concentrated in the eastern of Sichuan Basin, while the suitable areas for B. dorsalis are concentrated in the southeastern. Except for the Bioclim model, the highly-suitable area for both pests predicted by the other three models are all greater than 15.94 × 104 km2 and the moderately-suitable areas are greater than 13.57 × 104 km2. In conclusion, the suitable areas for both pests in Sichuan Basin are quite wide. Therefore, the relevant authorities should be given strengthened monitoring of both pests, especially in areas with high incursion rates.
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  • 文章类型: Journal Article
    背景:关于体力活动与慢性肾脏病(CKD)风险之间关系的信息有限。我们的目的是探索总的关联,特定域,中国CKD及其亚型的强度特异性体力活动。
    方法:该研究包括2004-2008年基线时来自中国嘉道理生物库的475,376名30-79岁的成年人。使用面试官管理的问卷来收集有关身体活动的信息,将其量化为每天任务小时数的代谢当量(MET-h/天),并根据四分位数分为4组。Cox回归分析体力活动与CKD风险之间的关系。
    结果:在12.1年的中位随访期间,记录了5415例CKD事件,其中糖尿病肾病(DKD)1159例,高血压肾病(HTN)362例。总体力活动与CKD风险呈负相关,具有调整后的危险比(HR,与最低四分位数的参与者相比,总体力活动最高四分位数的事件CKD的95%置信区间(95CI)为0.83(0.75-0.92)。DKD和HTN的风险也观察到类似的结果,DKD风险的相应HR(95CIs)为0.75(0.58-0.97),HTN风险为0.56(0.37-0.85)。非职业性体力活动增加,低强度体力活动(LPA),中等至剧烈强度体力活动(MVPA)与CKD风险降低显著相关,HR(95CIs)为0.80(0.73-0.88),0.85(0.77-0.94),0.85(0.76-0.95)在最高四分位数,分别。
    结论:身体活动,包括非职业体力活动,LPA,MVPA,与CKD的风险呈负相关,包括DKD,HTN,和其他CKD,这种关联是剂量依赖性的.
    BACKGROUND: Information on the association between physical activity (PA) and the risk of chronic kidney disease (CKD) is limited. We aimed to explore the associations of total, domain-specific, and intensity-specific PA with CKD and its subtypes in China.
    METHODS: The study included 475,376 adults from the China Kadoorie Biobank aged 30-79 years during 2004-2008 at baseline. An interviewer-administered questionnaire was used to collect the information about PA, which was quantified as metabolic equivalent of task hours per day (MET-h/day) and categorized into 4 groups based on quartiles. Cox regression was used to analyze the association between PA and CKD risk.
    RESULTS: During a median follow-up of 12.1 years, 5415 incident CKD cases were documented, including 1159 incident diabetic kidney disease (DKD) cases and 362 incident hypertensive nephropathy (HTN) cases. Total PA was inversely associated with CKD risk, with an adjusted hazard ratio (HR, 95% confidence interval (95%CI)) of 0.83 (0.75-0.92) for incident CKD in the highest quartile of total PA as compared with participants in the lowest quartile. Similar results were observed for risk of DKD and HTN, and the corresponding HRs (95%CIs) were 0.75 (0.58-0.97) for DKD risk and 0.56 (0.37-0.85) for HTN risk. Increased nonoccupational PA, low-intensity PA, and moderate-to-vigorous-intensity PA were significantly associated with a decreased risk of CKD, with HRs (95%CIs) of 0.80 (0.73-0.88), 0.85 (0.77-0.94), and 0.85 (0.76-0.95) in the highest quartile, respectively.
    CONCLUSIONS: PA, including nonoccupational PA, low-intensity PA, and moderate-to-vigorous-intensity PA, was inversely associated with the risk of CKD, including DKD, HTN, and other CKD, and such associations were dose dependent.
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  • 文章类型: Journal Article
    果胶是一类具有复杂结构的酸性多糖。不同的果胶分子由不同的结构域组成,对其生物活性有重要影响。
    本研究旨在确定从VeronicaperegrinaL.分离的果胶多糖的结构特征和抗氧化活性。
    从VeronicaperegrinaL中分离的多糖通过水提取,并通过离子交换色谱和凝胶渗透色谱进行分馏。通过傅里叶变换红外光谱(FT-IR)和核磁共振(NMR)确定了果胶多糖的结构特征。通过DPPH评估抗氧化活性,OH和ABTS自由基清除能力。
    WVPP-A2b和WVPP-A3b,分子量为48.7×104和77.6×104kDa,分别,含有同半乳糖醛酸(HG),鼠李糖半乳糖醛酸I(RG-I),和鼠李糖半乳糖醛酸II(RG-II)结构域的质量比分别为2.08:2.64:1.00和3.87:4.65:1:00。RG-I结构域包含阿拉伯半乳聚糖II主链和由t-Araf组成的阿拉伯聚糖,(1→5)-α-Araf,和(1→3,5)-α-Araf。WVPP-A3b还含有由[t-Araf-(1→5)-α-Araf-(1→)结构单元组成的短链。WVPP-A3b显示出更强的清除DPPH的能力,羟基,和ABTS激进分子,这可能与其高含量的半乳糖醛酸和HG结构域的存在有关。
    结果提供了信息,以增强对来自雪莲的果胶多糖的结构活性关系及其在医疗保健食品领域的潜在应用的认识。
    UNASSIGNED: Pectins are a class of acidic polysaccharides with complex structures. Different pectin molecules are composed of different domains, which have an important impact on their biological activity.
    UNASSIGNED: This study aimed to determine the structural features and the antioxidant activities of the pectic polysaccharides isolated from Veronica peregrina L.
    UNASSIGNED: The polysaccharide was isolated from Veronica peregrina L by water extraction and fractionated by ion exchange chromatography and gel permeation chromatography. The structure features of the pectic polysaccharides were determined by Fourier transforminfrared spectroscopy (FT-IR) and Nuclear magnetic resonance (NMR). The antioxidant activities was evaluated by the DPPH, OH and ABTS radical scavenging ability.
    UNASSIGNED: WVPP-A2b and WVPP-A3b, with molecular weights of 48.7 × 104 and 77.6 × 104  kDa, respectively, contained homogalacturonan (HG), rhamnogalacturonan I (RG-I), and rhamnogalacturonan II (RG-II) domains with a mass ratio of 2.08:2.64:1.00 and 3.87:4.65:1:00, respectively. The RG-I domain contained an arabinogalactan II backbone and arabinans consisting of t-Araf, (1→5)-α-Araf, and (1→3,5)-α-Araf. WVPP-A3b also contained short chains consisting of the [t-Araf-(1→5)-α-Araf-(1→] structural unit. WVPP-A3b showed stronger ability to scavenge DPPH, hydroxyl, and ABTS radicals, which was potentially associated with its high content of galacturonic acid and presence of the HG domain.
    UNASSIGNED: The results provide information for enhancing knowledge of the structureactivity relationship of pectic polysaccharides from V. peregrina and their potential application in the healthcare food field.
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  • 文章类型: Journal Article
    目前,拟南芥(拟南芥)的实验鉴定的相互作用组还远未完成,这表明计算预测方法可以补充实验技术。受深度学习算法和自然语言处理技术的繁荣和成功的推动,我们引入了一个综合的深度学习框架,DeepAraPPI,允许我们利用序列来预测拟南芥的蛋白质-蛋白质相互作用(PPI),域和基因本体论(GO)信息。我们当前的DeepAraPPI包括(i)基于word2vec编码的暹罗递归卷积神经网络(RCNN)模型,(ii)基于Domain2vec编码的多层感知器(MLP)模型,和(iii)基于GO2vec编码的MLP模型。最后,DeepAraPPI通过逻辑回归模型结合了三个个体预测因子的预测结果。通过应用严格的过滤策略,编译高质量的阳性和阴性训练和测试样本,与现有的最先进的拟南芥PPI预测方法相比,DeepAraPPI显示出优越的性能。DeepAraPPI还在水稻(Oryzasativa)中提供了比传统机器学习方法更好的跨物种预测能力,尽管跨物种预测的总体性能仍有待提高。DeepAraPPI可在http://zzdlab.com/deeparappi/免费访问。同时,我们还在https://github.com/zjy1125/DeepAraPPI上提供了DeepAraPPI的源代码和数据集。
    Currently, the experimentally identified interactome of Arabidopsis (Arabidopsis thaliana) is still far from complete, suggesting that computational prediction methods can complement experimental techniques. Motivated by the prosperity and success of deep learning algorithms and natural language processing techniques, we introduce an integrative deep learning framework, DeepAraPPI, allowing us to predict protein-protein interactions (PPIs) of Arabidopsis utilizing sequence, domain and Gene Ontology (GO) information. Our current DeepAraPPI comprises: (i) a word2vec encoding-based Siamese recurrent convolutional neural network (RCNN) model; (ii) a Domain2vec encoding-based multiple-layer perceptron (MLP) model; and (iii) a GO2vec encoding-based MLP model. Finally, DeepAraPPI combines the prediction results of the three individual predictors through a logistic regression model. Compiling high-quality positive and negative training and test samples by applying strict filtering strategies, DeepAraPPI shows superior performance compared with existing state-of-the-art Arabidopsis PPI prediction methods. DeepAraPPI also provides better cross-species predictive ability in rice (Oryza sativa) than traditional machine learning methods, although the overall performance in cross-species prediction remains to be improved. DeepAraPPI is freely accessible at http://zzdlab.com/deeparappi/. In the meantime, we have also made the source code and data sets of DeepAraPPI available at https://github.com/zjy1125/DeepAraPPI.
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