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GeTeSEPdb:一个全面的数据库和在线工具,用于识别和分析具有特定时间表达模式的基因配置文件

Ni Kuang¹, Qinfeng Ma¹, Xiao Zheng¹

¹Basic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, Institute of Life Sciences, Chongqing Medical University, Chongqing 400016, China.

Computational and structural biotechnology journal

|June 28, 2024

概括

研究人员开发了GeTeSEPdb,这是一个识别具有特定时间表达模式的基因配置文件的数据库. 这种资源有助于通过分析动态基因表达数据来理解生物过程和对刺激的反应.

科学领域:

基因组学就是基因组学.
生物信息学是一种生物信息学.
系统生物学系统生物学

背景情况:

基因表达是动态的,随着生物过程和外部刺激而变化.
了解时间基因表达模式对于生物学洞察至关重要.
现有的数据库缺乏对特定时间基因表达特征的全面存档.

研究的目的:

开发一种用于识别和存档具有特定时间表达模式的基因配置文件的方法.
为这些个人资料创建一个集中式数据库 (GeTeSEPdb).
为分析用户提交的基因表达数据提供一个在线工具.

主要方法:

应用了使用八种线性和非线性参数模型的高通量回归分析.
将模型与时间序列实验中的基因表达特征相匹配.
策划了2684个时间序列转录组数据集.

主要成果:

鉴定了2,644,370个表现出特定时间表达模式的基因配置文件.
建立了GeTeSEPdb数据库 (http://www.inbirg.com/GeTeSEPdb/) 来存储这些个人资料.
开发了一种在线工具,用于从用户数据中识别时间基因表达模式.

结论:

GeTeSEPdb是一个全面的资源,用于识别和分析具有特定时间表达模式的基因配置文件.
这种方法促进了对转录变化和时间反应模式的探索.
GeTeSEPdb对于生物学家和生物信息学家来说是一个宝贵的资源.

关键词:

数据库数据库数据库是一个数据库.具有特定时间表达模式的基因配置文件.在线工具在线工具.回归分析是一种回归分析.时间序列时间序列

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