NCBI GEO:基因表达和表观遗传学数据集的档案:23年更新
Emily Clough1, Tanya Barrett1, Stephen E Wilhite1
1National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, 20892, USA.
Nucleic acids research
|November 7, 2023
概括
基因表达总汇 (GEO) 是基因表达和表观遗传学数据的公共存储库. 最近的进展提高了全球研究人员的数据分析和可视化.
科学领域:
- 生物信息学是一种生物信息学.
- 基因组学就是基因组学.
- 分子生物学分子生物学
背景情况:
- 基因表达总汇 (GEO) 作为一个关键的国际公共存储库,用于存档基因表达和表观遗传学数据.
- 数据提交是由期刊和资助者授权的公共可访问性驱动,确保广泛的数据共享.
研究的目的:
- 介绍基因表达总汇 (GEO) 存储库的当前状态和最近的进展.
- 突出数据处理,分析和可视化工具的改进,这些工具可供研究人员使用.
主要方法:
- 存档原始和处理的数据文件,以及许多研究和样本的描述性元数据.
- 利用下一代测序和微阵列技术进行数据生成.
- 开发基于网络的工具,用于差异基因表达分析和可视化.
主要成果:
- 目前,GEO存档了超过20万项研究和650万个样本,所有这些都是索引,可搜索和可下载的.
- 现在可以为数千个RNA-seq研究生成一致的基因表达数矩阵.
- 在GEO2R中,新的交互式图形图表有助于识别差异表达的基因和数据集质量评估.
结论:
- 基因表达总线 (GEO) 继续发展,为访问和分析大规模生物数据提供了增强的能力.
- 在GEO的进步,包括改进的数据处理和分析工具,支持更广泛的科学界在基因组研究.
- 该库由NCBI和NLM维护,仍然是科学界的重要公共资源.
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