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相关概念视频

Plasmids01:28

Plasmids

142
Plasmids are extrachromosomal DNA molecules found in bacteria, archaea, and some eukaryotic microbes like yeast. These small, circular DNA structures typically contain fewer than 30 genes, although some may exist linearly. Plasmids vary in their number within a cell, known as copy number. Single-copy plasmids are present in one copy per cell and multi-copy plasmids are present in multiple copies, reaching over 100 copies per cell.Plasmids usually replicate independently of the chromosomal DNA...
142
Comparing Copy Number Variations and SNPs02:26

Comparing Copy Number Variations and SNPs

17.9K
Sequencing of the human genome has opened up several best-kept secrets of the genome. Scientists have identified thousands of genome variations that exist within a population. These variations can be a single nucleotide or a larger chromosomal variation.
Copy number variations or CNVs are the structural variations that cover more than 1kb of DNA sequence. The single nucleotide polymorphism (SNP), on the other hand, is a single nucleotide change or a point mutation that is found in more than 1%...
17.9K
Genome Copying Errors02:46

Genome Copying Errors

4.4K
DNA replication is a well-evolved process that copies millions of base pairs with high fidelity during each cell division. Occasionally a wrong base or a long stretch of wrong bases may get added to the daughter strands. If the errors are left unchecked, cells might accumulate several mutations that might endanger their  survival. Therefore, the copying errors are checked and repaired at three levels.
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相关实验视频

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Quantification of Plasmid-Mediated Antibiotic Resistance in an Experimental Evolution Approach
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解读等离子体复制动力学:一种计算方法来预测ColE1类等离子体复制数.

Rinat Saban1,2, Ofri Tfilin3, David Haggiag1,2

  • 1Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel.

Journal of the Royal Society, Interface
|July 15, 2025
PubMed
概括

研究人员开发了一种新的机器学习模型,可以从DNA序列中预测等离子体拷贝数. 该工具通过简化等离子体设计来帮助合成生物学,以改善蛋白质的生产和减少细胞负担.

关键词:
类似于ColE1的等离子体基因表达的基因表达方式机器学习是机器学习.质粒副本编号 质粒副本编号质粒复制的复制方法

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相关实验视频

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科学领域:

  • 合成生物学 合成生物学
  • 分子生物学分子生物学
  • 生物信息学是一种生物信息学.

背景情况:

  • 等离子体是合成生物学中研究和工业的重要工具.
  • 质粒拷贝数对于蛋白质的生产和宿主细胞代谢至关重要.
  • 没有现有的模型可以从其复制起源 (ORI) 序列计算预测等离子体拷贝数.

研究的目的:

  • 开发一种用于预测等离子体拷贝数的新型计算模型.
  • 创建一个软件解决方案来简化等离子体复制号设计.
  • 为了推进合成生物学中的等离子体工程工作流程.

主要方法:

  • 开发了一个机器学习模型,使用从ORI序列中提取的特征.
  • 将调控元件的促进子强度和RNA折叠动态纳入模型.
  • 建立了一个操纵等离子体ORI的协议,以验证模型预测.

主要成果:

  • 机器学习模型根据ORI序列准确地预测了等离子体拷贝数.
  • 开发的软件简化了等离子体复制号的设计过程.
  • 实验验证证证实了该模型的预测能力.

结论:

  • 新的计算模型和软件代表了等离子体工程中的范式转变.
  • 这一创新为推进合成生物学研究和应用提供了前所未有的途径.
  • 该软件是公开提供的,以促进等离子体设计和优化.