在DNA序列的in silico设计,用于in vivo核细胞定位
Etienne Routhier1, Alexandra Joubert2, Alex Westbrook2
1Laboratoire de Physique Théorique, CNRS, Sorbonne Université, Paris, France de la Matière Condensée, CNRS, Sorbonne Université, Paris, France.
Nucleic acids research
|June 3, 2024
概括
我们开发了一种计算方法来设计合成DNA序列,以满足特定的体内特性. 这种方法成功地创造了酵母细胞核组,其核重复长度比自然发现的要大.
科学领域:
- 合成基因组学 合成基因组学
- 计算生物学是一种计算生物学.
- 分子生物学分子生物学
背景情况:
- 合成基因组学旨在设计具有特定体内特性的DNA序列.
- 核细胞的定位对于DNA调节和可访问性至关重要.
- 定制核体重复长度 (NRL) 是合成基因组学的一个关键挑战.
研究的目的:
- 开发一种用于设计具有量身定制的体内特性的合成DNA序列的计算方法.
- 在酵母中设计具有特定核细胞重复长度 (NRL) 的正规核细胞组.
- 为了确定控制核位的序列规则.
主要方法:
- 结合了动力蒙特卡洛框架和基于深度学习的深度突变选.
- 应用了该方法来设计酵母核细胞组的合成DNA序列.
- 在体内通过设计长串联阵列来验证设计.
主要成果:
- 成功设计了成千上万的千基基长串联阵列,NRL比酵母天然NRL (~165bp) 更大 (197和237bp).
- 证明了工程数组的转录可以发生.
- 转录不是由工程NRL驱动的.
结论:
- 拟议的计算方法使得合成DNA的设计具有设计者 in vivo 属性.
- 该方法成功地描述了酵母菌中核酶定位的关键序列规则.
- 这种方法可以适应其他序列属性和基因组.
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