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语义设计:从基因组背景编程功能基因

Yulin Huang¹, Ping Lin¹

¹Biological Science Research Center, Integrative Science Center of Germplasm Creation in Western China (Chongqing) Science City, Chongqing Technology Innovation Center of Breeding, Academy for Advanced Interdisciplinary Studies, Southwest University, Chongqing 400715, China.

|January 10, 2026

概括

语义设计使用Evo基因组语言模型从基因组环境中创建新的功能基因. SynGenome数据库包含超过120亿个这样的序列,用于各种生物应用.

科学领域:

基因组学就是基因组学.
合成生物学合成生物学
生物信息学是一种生物信息学.

背景情况:

生成性基因组模型为设计生物系统提供了潜力.
精确设计功能基因序列仍然是一个重大挑战.

研究的目的:

为产生新型功能基因引入语义设计.
为了利用Evo基因组语言模型进行序列设计.
为了建立SynGenome数据库来容纳生成的序列.

主要方法:

使用Evo基因组语言模型.
利用基因组背景进行序列生成.
开发一个SynGenome数据库.

主要成果:

使用语义设计成功生成新型功能基因.
创建了拥有超过120亿个序列的SynGenome数据库.
在生成的序列中展示各种功能能力.

结论:

语义设计为功能基因生成提供了一个强大的方法.
合成基因组数据库是合成生物学和基因组研究的重要资源.

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