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1.
以NCBI维护的一级数据库为数据源建立植物激素相关核酸和蛋白质二级数据库。将该二级数据库设计为基因、蛋白质和文献三部分,编写软件从上述数据源中采集数据,并以XML作为中间格式保存,通过解析提交到二级数据库中并集成部分生物信息学工具软件,初步实现了数据检索、统计分析、基于Web的本地化BLAST同源序列检索、序列的自动拼接以及蛋白质结构和功能位点的分析等功能。该二级数据库的构建为植物激素作用分子机理研究提供了高针对性的植物激素数据源和生物信息学辅助工具。  相似文献   

2.
以NCBI维护的一级数据库为数据源建立植物激素相关核酸和蛋白质二级数据库。将该二级数据库设计为基因、蛋白质和文献三部分, 编写软件从上述数据源中采集数据, 并以XML作为中间格式保存, 通过解析提交到二级数据库中并集成部分生物信息学工具软件, 初步实现了数据检索、统计分析、基于Web的本地化BLAST同源序列检索、序列的自动拼接以及蛋白质结构和功能位点的分析等功能。该二级数据库的构建为植物激素作用分子机理研究提供了高针对性的植物激素数据源和生物信息学辅助工具。  相似文献   

3.
介绍"实用生物信息技术"研究生课程的5个教学实例。以血红蛋白序列和结构为例,介绍常用生物信息技术和分析方法,包括蛋白质和核酸序列相似性比对、蛋白质和核酸序列数据库检索、Blast数据库相似性搜索、分子系统发生树构建,以及蛋白质结构比较分析等。  相似文献   

4.
通过不同的聚类方式,对公共数据库中生物序列数据进行生物信息的挖掘,以达到在更广泛和更深入的框架中了解它们之间的相互关系的目的。以帕金森病相关基因所对应的mRNA序列为例,使用双序列比对的得分值作为序列之间的距离定义。同时为解决不同聚类分析之间的差异,分别采用模糊聚类和层次聚类两种不同的方法进行聚类分析。并由不同聚类方法得到的一致分类聚类的结果为基因功能分类提供支持,为进一步揭示生物序列所蕴涵的生物学知识和生物学规律提供可参考的依据。  相似文献   

5.
蛋白质折叠模式识别是一种分析蛋白质结构的重要方法。以序列相似性较低的蛋白质为训练集,提取蛋白质序列信息频数及疏水性等信息作为折叠类型特征,从SCOP数据库中已分类蛋白质构建1 393种折叠模式的数据集,采用SVM预测蛋白质1 393种折叠模式。封闭测试准确率达99.612 2%,基于SCOP的开放测试准确率达79.632 9%。基于另一个权威测试集的开放测试折叠准确率达64.705 9%,SCOP类准确率达76.470 6%,可以有效地对蛋白质折叠模式进行预测,从而为蛋白质从头预测提供参考。  相似文献   

6.
基于支持向量机融合网络的蛋白质折叠子识别研究   总被引:12,自引:1,他引:11  
在不依赖于序列相似性的条件下,蛋白质折叠子识别是一种分析蛋白质结构的重要方法.提出了一种三层支持向量机融合网络,从蛋白质的氨基酸序列出发,对27类折叠子进行识别.融合网络使用支持向量机作为成员分类器,采用“多对多”的多类分类策略,将折叠子的6种特征分为主要特征和次要特征,构建了多个差异的融合方案,然后对这些融合方案进行动态选择得到最终决策.当分类之前难以确定哪些参与组合的特征种类能够使分类结果最好时,提供了一种可靠的解决方案来自动选择特征信息互补最大的组合,保证了最佳分类结果.最后,识别系统对独立测试样本的总分类精度达到61.04%.结果和对比表明,此方法是一种有效的折叠子识别方法.  相似文献   

7.
基于氨基酸的疏水性和相对分子质量,先把20种氨基酸分为8类,按不同间隔角度放置于圆周上。根据z轴坐标的划分,建立一个坐标空间。将蛋白质序列中的氨基酸按排列顺序映射到空间坐标系中,得到序列的3D模型。将3D模型转换为20维矩阵图,分析序列中氨基酸对数量特征及相似性。进一步将空间坐标转换为数值序列,进行离散傅里叶变换(discrete Fourier transform,DFT),得到原蛋白质序列的功率谱,将不同长度的功率谱扩展到数据集中最长序列的长度m维。再通过计算功率谱序列间的欧氏距离来度量序列相似性,构建系统发育树。最后对不同数据集进行验证,结果显示:聚类结果与矩阵图的分析相符,且优于其他算法的效果,表明此算法对蛋白质相似性研究具有一定的有效性。  相似文献   

8.
以序列相似性低于40%的1895条蛋白质序列构建涵盖27个折叠类型的蛋白质折叠子数据库,从蛋白质序列出发,用模体频数值、低频功率谱密度值、氨基酸组分、预测的二级结构信息和自相关函数值构成组合向量表示蛋白质序列信息,采用支持向量机算法,基于整体分类策略,对27类蛋白质折叠子的折叠类型进行预测,独立检验的预测精度达到了66.67%。同时,以同样的特征参数和算法对27类折叠子的4个结构类型进行了预测,独立检验的预测精度达到了89.24%。将同样的方法用于前人使用过的27类折叠子数据库,得到了好于前人的预测结果。  相似文献   

9.
目的构建我国烟曲霉cyp51A基因序列BLAST数据库。方法对本课题组收集的143株耐药与非耐药临床烟曲霉进行cyp51A基因测序,使用BLAST工具包汇总测序结果,构建本地数据库。结果此BLAST数据库包含143株耐药与非耐药烟曲霉cyp51A基因序列,以1株耐药与1株非耐药待测烟曲霉标本的cyp51A序列对此数据库进行检索和比对可以确定烟曲霉cyp51A基因型。结论本数据库有望用于cyp51A基因的检索与比对,鉴定烟曲霉cyp51A耐药基因型。  相似文献   

10.
艾亮  冯杰 《生物信息学》2023,21(3):179-186
本文提出了一种新的快速非比对的蛋白质序列相似性与进化分析方法。在刻画蛋白质序列特征时,首先将氨基酸的10种理化性质通过主成分分析浓缩为6个主成分,并且将每条蛋白质序列里的氨基酸数目作为权重对主成分得分值进行加权平均,然后再融合氨基酸的位置信息构成一个26维的蛋白质序列特征向量,最后利用欧式距离度量蛋白质序列间的相似性及进化关系。通过对3个蛋白质序列数据集的测试表明,本文提出的方法能将每条蛋白质序列准确聚类,并且简便快捷,说明了该方法的有效性。  相似文献   

11.
正Dear Editor,In December 2019, a novel human coronavirus caused an epidemic of severe pneumonia(Coronavirus Disease 2019,COVID-19) in Wuhan, Hubei, China(Wu et al. 2020; Zhu et al. 2020). So far, this virus has spread to all areas of China and even to other countries. The epidemic has caused 67,102 confirmed infections with 1526 fatal cases  相似文献   

12.
Curcumin is the yellow pigment of turmeric that interacts irreversibly forming an adduct with thioredoxin reductase (TrxR), an enzyme responsible for redox control of cell and defence against oxidative stress. Docking at both the active sites of TrxR was performed to compare the potency of three naturally occurring curcuminoids, namely curcumin, demethoxy curcumin and bis-demethoxy curcumin. Results show that active sites of TrxR occur at the junction of E and F chains. Volume and area of both cavities is predicted. It has been concluded by distance mapping of the most active conformations that Se atom of catalytic residue SeCYS498, is at a distance of 3.56 from C13 of demethoxy curcumin at the E chain active site, whereas C13 carbon atom forms adduct with Se atom of SeCys 498. We report that at least one methoxy group in curcuminoids is necessary for interation with catalytic residues of thioredoxin. Pharmacophore of both active sites of the TrxR receptor for curcumin and demethoxy curcumin molecules has been drawn and proposed for design and synthesis of most probable potent antiproliferative synthetic drugs.  相似文献   

13.
The young pistils in the melanthioid tribes, Hewardieae, Petrosavieae and Tricyrteae, are uniformly tricarpellate and syncarpous. They lack raphide idioblasts. All are multiovulate, with bitegmic ovules. The Petrosavieae are marked by the presence of septal glands and incomplete syncarpy. Tepals and stamens adhere to the ovary in the Hewardieae and the Petrosavieae but not in the Tricyrteae. Two vascular bundles occur in the stamens of the Hewartlieae and Tricyrtis latifolia. Ventral bundles in the upper part of the ovary of the Hewardieae are continuous with compound septal bundles and placental bundles in the lower part. Putative ventral bundles occur in the alternate position in the Tricyrteae and putative placental bundles in the opposite. position in the Petrosavieae. The dichtomously branched stigma in each carpel of the Tricyrteae is supplied by a bifurcated dorsal bundle.  相似文献   

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15.
Highlights
1. The N-terminal tail of histone H3 is specifically cleaved during EV71 infection.
2. Viral protease 3C is identified as a protease responsible for proteolytically processing the N-terminal H3 tail.
3. Our finding reveals a new epigenetic regulatory mechanism for Enterovirus 71 in virus-host interactions.  相似文献   

16.
Rasmussen’s encephalitis (RE) is a rare pediatric neurological disorder, and the exact etiology is not clear. Viral infection may be involved in the pathogenesis of RE, but conflicting results have reported. In this study, we evaluated the expression of both Epstein-Barr virus (EBV) and human herpes virus (HHV) 6 antigens in brain sections from 30 patients with RE and 16 control individuals by immunohistochemistry. In the RE group, EBV and HHV6 antigens were detected in 56.7% (17/30) and 50% (15/30) of individuals, respectively. In contrast, no detectable EBV and HHV6 antigen expression was found in brain tissues of the control group. The co-expression of EBV and HHV6 was detected in 20.0% (6/30) of individuals. In particular, a 4-year-old boy had a typical clinical course, including a medical history of viral encephalitis, intractable epilepsy, and hemispheric atrophy. The co-expression of EBV and HHV6 was detected in neurons and astrocytes in the brain tissue, accompanied by a high frequency of CD8+ T cells. Our results suggest that EBV and HHV6 infection and the activation of CD8+ T cells are involved in the pathogenesis of RE.  相似文献   

17.
18.
Shen  Jia-Yuan  Li  Man  Xie  Lyu  Mao  Jia-Rong  Zhou  Hong-Ning  Wang  Pei-Gang  Jiang  Jin-Yong  An  Jing 《中国病毒学》2021,36(1):145-148
正Dear Editor,Chikungunya virus (CHIKV), an arbovirus in the family of Togaviridae, genus Alphavirus, is transmitted by the A.aegyptii or A. albopictus mosquito, and causes disease in humans characterized by fever, rash, and arthralgia (Silva and Dermody 2017; Suhrbier 2019). It was first reported in 1953 in Tanzania, and caused only a few outbreaks and sporadic cases in Africa and Asia in last century. However, in the epidemic in 2004, CHIKV acquired mutations that conferred enhanced transmission by the A. albopictus mosquito(Schuffenecker et al. 2006). Since then, it has successively caused outbreaks in Africa, the Indian Ocean, South East Asia, the South America, and Europe (Zeller et al. 2016).  相似文献   

19.
In conclusion, the novel visual RT-LAMP assay is a simple, rapid, and sensitive approach for detection of SARS-CoV-2, and it is ready for application in primary care and community hospitals or health care centers, and even patients' own houses in response to the current SARS-CoV-2 epidemic because the assay does not require sophisticated equipment and skilled personnel. Furthermore, it is also ready to be used in fields for screening samples from wild animals and environments to facilitate the identification of potential intermediate hosts that mediate the cross-species transmission of SARS-CoV-2 from bats to humans.  相似文献   

20.
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