癌症和应用的生物信息学工具和资源
Jin Huang1, Lingzi Mao2, Qian Lei1
1Department of Thoracic Surgery, West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China.
Chinese medical journal
|July 30, 2024
概括
本综述总结了用于分析癌症omics数据的生物信息学工具. 它有助于研究人员在癌症研究中选择用于多组,监管,治疗,免疫和单细胞分析的资源.
科学领域:
- 生物信息学是一种生物信息学.
- 癌症研究 癌症研究
- 计算生物学 计算生物学
背景情况:
- 高通量技术已经产生了大量的癌症数据.
- 有效利用和共享这些数据对于推进癌症研究和精准医学至关重要.
- 传统的癌症研究专注于基本路径和基因,但奥米克时代需要新的分析方法.
研究的目的:
- 审查和总结公开可用的生物信息学工具和资源,用于癌多主题分析.
- 为研究人员提供指南,帮助他们选择适合各种癌症研究领域的工具,包括监管分析,治疗和预后,免疫透,免疫谱,驱动基因/突变分析和单细胞分析.
- 促进大规模癌症数据的有效使用和共享.
主要方法:
- 对公开可用的生物信息学工具和数据库进行系统审查.
- 基于它们在癌症研究中的应用而对工具进行分类 (例如,多组,免疫分析,单细胞).
- 对癌症研究人员的总结资源的功能和实用性的描述.
主要成果:
- 介绍了与癌症研究相关的各种生物信息学工具和资源的综合摘要.
- 工具按癌症多基因分析,瘤发生调节,治疗/预后,免疫分析和单细胞研究的关键领域进行了组织.
- 该审查强调了癌症数据分析可用的计算资源的日益增长.
结论:
- 生物信息学工具对于导航和解释大规模的癌症数据至关重要.
- 本综述是研究人员寻求确定适合他们的特定癌症研究需求的计算工具的宝贵资源.
- 有效使用这些工具将加速癌症研究的发现和精准医学的发展.
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