一种计算机建模方法,用于设计响应转录活动的遗传控制系统
Carlos D Llanos1, Tianyi Xie2, Ha Eun Lim2
1Systems, Synthetic, and Physical Biology, Rice University, Houston, TX, USA.
Methods in molecular biology (Clifton, N.J.)
|March 5, 2024
概括
合成生物学使复杂的遗传电路成为可能,但哺乳动物细胞的实施是具有挑战性的. 预测建模为设计和优化这些基因活动传感器提供了一种系统的方法,用于各种应用.
科学领域:
- 合成生物学 合成生物学
- 基因工程是一种基因工程.
- 计算生物学 计算生物学
背景情况:
- 合成生物学的进步允许复杂的遗传电路与细胞功能交互.
- 在哺乳动物细胞中实施遗传网络是复杂的,需要优化和预测建模.
- 数学模型和计算平台有助于设计和优化电路拓.
研究的目的:
- 以使用预测数学建模来设计基于基因活动的传感器,提出一种系统的方法.
- 引导哺乳动物细胞中合成遗传电路的构建和优化.
- 为工程"感知和响应"细胞提供一种通用方法.
主要方法:
- 使用确定性数学模型和数值计算平台.
- 采用灵敏度分析和参数扫描来优化电路.
- 多种遗传电路拓学的代设计和评估.
主要成果:
- 一种系统的方法来指导基因活动传感器的设计和建造.
- 用户驱动的电路优化通过代分析.
- 建立对所需控制系统的实验约束.
结论:
- 预测性数学建模为工程合成基因电路提供了一种通用方法.
- 这种方法可以为各种应用程序创建"感知和响应"单元.
- 简化了哺乳动物系统中遗传网络的设计和优化过程.
更多相关视频
09:22Rapid Synthesis and Screening of Chemically Activated Transcription Factors with GFP-based Reporters
Published on: November 26, 2013
14.6K
12:54Real-time Analysis of Transcription Factor Binding, Transcription, Translation, and Turnover to Display Global Events During Cellular Activation
Published on: March 7, 2018
13.6K
相关概念视频
Combinatorial Gene Control
8.3K
Combinatorial gene control is the synergistic action of several transcriptional factors to regulate the expression of a single gene. The absence of one or more of these factors may lead to a significant difference in the level of gene expression or repression.
The expression of more than 30,000 genes is controlled by approximately 2000-3000 transcription factors. This is possible because a single transcription factor can recognize more than one regulatory sequence. The specificity in gene...
The expression of more than 30,000 genes is controlled by approximately 2000-3000 transcription factors. This is possible because a single transcription factor can recognize more than one regulatory sequence. The specificity in gene...
8.3K
Structure of a Gene
12.6K
A gene is the fundamental unit of heredity. Every individual has two copies of each gene, one inherited from each parent. Although most people contain the same genes, there is a small fraction that is slightly different amongst people. A gene with a small difference in its sequence of DNA bases forms different alleles, contributing to different phenotypes.
However, only 1% of the DNA is composed of genes that encode proteins; the rest, 99% is non-coding DNA. This non-coding DNA performs...
However, only 1% of the DNA is composed of genes that encode proteins; the rest, 99% is non-coding DNA. This non-coding DNA performs...
12.6K
RNA Polymerase II Accessory Proteins
9.2K
Proteins that regulate transcription can do so either via direct contact with RNA Polymerase or through indirect interactions facilitated by adaptors, mediators, histone-modifying proteins, and nucleosome remodelers. Direct interactions to activate transcription is seen in bacteria as well as in some eukaryotic genes. In these cases, upstream activation sequences are adjacent to the promoters, and the activator proteins interact directly with the transcriptional machinery. For example, in...
9.2K
What is Gene Expression?
167.5K
Overview
Gene expression is the process in which DNA directs the synthesis of functional products, that is, proteins. Cells can regulate gene expression at various stages. It allows organisms to generate different cell types and enables cells to adapt to internal and external factors.
Genetic Information Flows from DNA to RNA to Protein
A gene is a stretch of DNA that serves as the blueprint for functional RNAs and proteins. Since DNA is made up of nucleotides and proteins consist of amino...
Gene expression is the process in which DNA directs the synthesis of functional products, that is, proteins. Cells can regulate gene expression at various stages. It allows organisms to generate different cell types and enables cells to adapt to internal and external factors.
Genetic Information Flows from DNA to RNA to Protein
A gene is a stretch of DNA that serves as the blueprint for functional RNAs and proteins. Since DNA is made up of nucleotides and proteins consist of amino...
167.5K
Regulation of Expression Occurs at Multiple Steps
22.7K
Gene expression can be regulated at almost every step from gene to protein. Transcription is the step that is most commonly regulated. This involves the binding of proteins to short regulatory sequences on the DNA. This association can either promote or inhibit the transcription of a gene associated with the respective sequence.
Transcription results in the generation of precursor (pre-mRNA) that consists of both exons and introns, which needs further processing before being translated to a...
Transcription results in the generation of precursor (pre-mRNA) that consists of both exons and introns, which needs further processing before being translated to a...
22.7K
Master Transcription Regulators
6.9K
Master transcription regulators are regulatory proteins that are predominantly responsible for regulating the expression of multiple genes. Often these genes work in concert to drive a complex process. Activation of a master transcription regulator can lead to a cascade of transcriptional activation necessary for that outcome. These regulators can directly bind to the regulatory sequences of the various genes involved, or they can indirectly regulate transcription by binding to regulatory...
6.9K
