在单细胞水平上的人口多样性.
M Grace Gordon1, Pooja Kathail2, Bryson Choy3,4
1Genentech, San Francisco, California, USA.
Annual review of genomics and human genetics
|February 21, 2024
概括
人口规模单细胞基因组学揭示了遗传和环境因素如何塑造细胞多样性. 先进的多组学和计算方法加深了我们对分子变异和人类疾病遗传学的理解.
科学领域:
- 基因组学就是基因组学.
- 细胞生物学 细胞生物学
- 计算生物学 计算生物学
背景情况:
- 人口规模单细胞基因组学正在彻底改变对遗传和细胞变异的研究.
- 高通量单细胞多组学和多重扰动是关键的实验进步.
- 了解细胞异质性需要在不同的细胞环境中检查遗传变异.
研究的目的:
- 探索遗传学和环境在塑造细胞异质性的相互作用.
- 量化分析分子变异及其来源 (静态,细胞间,个人间).
- 要突出未来的方向,以推进单细胞基因组学研究.
主要方法:
- 高通量单细胞多组学.
- 多重复杂的环境和遗传乱.
- 用于定量分析的先进计算方法.
主要成果:
- 了解遗传学和环境对细胞异质性的相互影响.
- 分子变异的详细定量分析.
- 对随机,细胞间和个体间变化的检查.
结论:
- 利用长时间读取的测序,精细的细胞模型和机器学习将推动该领域的发展.
- 更深入地了解人类分子特征的遗传结构.
- 对阐明人类疾病的遗传原因有重大影响.
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