癌细胞系百科全书的下一代特征
Mahmoud Ghandi1, Franklin W Huang1,2,3, Judit Jané-Valbuena1,2
1Broad Institute of Harvard and MIT, Cambridge, MA, USA.
Nature
|May 10, 2019
概括
这项研究扩展了1072个癌细胞系的多组数据,揭示了癌症研究的新药标和生物标志物.
科学领域:
- 基因组学
- 癌症生物学
- 药物基因组学
背景情况:
- 癌症细胞系百科全书 (CCLE) 等全面的癌症模型对于研究癌症遗传学和药物开发至关重要.
- 了解驱动癌症表型和药物反应的分子特征需要综合的多组数据.
研究的目的:
- 用各种分子数据扩展癌症细胞系的特征.
- 整合多组数据与功能测试,以确定新型癌症药物标和生物标志物.
主要方法:
- 收集了 1,072 个癌细胞系的遗传,RNA 拼接,DNA 甲基化,基因组修饰,microRNA 表达和蛋白质阵列数据.
- 综合多组数据与药物敏感性,短毛针RNA敲击和CRISPR- Cas9敲击数据.
主要成果:
- 创建了1000多个癌症细胞系的综合数据集,包括多种血统和种族.
- 通过整合多组和功能数据,确定了潜在的治疗目标和预测生物标志物.
结论:
- 这一扩展的数据集和公共门户通过提供丰富的资源来加速癌症研究.
- 这项工作有助于发现新的标记驱动的癌症疗法.
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