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使用基因表达噪声来理解基因调节
Brian Munsky1, Gregor Neuert, Alexander van Oudenaarden
1Center for Nonlinear Studies, the National Flow Cytometry Resource, Los Alamos National Laboratory, Los Alamos, NM 87545, USA. munsky@lanl.gov
概括
生物变异性源于基因表达噪声,即使在相同的细胞中也是如此. 测量这种变异性为基因调节机制和动态提供了洞察力.
科学领域:
- 分子生物学分子生物学
- 系统生物学 系统生物学
- 遗传学 是一个遗传学.
背景情况:
- 现型变异在生物学中很常见,源于遗传和环境因素.
- 即使在相同的环境中的基因相同的细胞也会表现出表型差异.
- 静态基因表达或基因表达噪声是这种变异性的关键因素.
研究的目的:
- 审查如何使用基因表达变异性来理解基因调节.
- 要突出使用噪音量化探索基因调节机制的研究.
- 强调噪音在基因调节的基本问题中的作用.
主要方法:
- 分析蛋白质和信使RNA水平的细胞间变异性.
- 实验测量与离散随机模型的整合.
- 审查最近使用基因表达变异性作为研究工具的研究.
主要成果:
- 在基因表达噪声和基因调控机制之间发现了强烈的相关性.
- 变性测量提供了一种敏感的方法来探测基因调节.
- 通过噪声分析,对基因调节动态的定量理解得到了进一步的发展.
结论:
- 基因表达噪声是生物变异性的重要来源.
- 测量和建模噪音为研究基因调节提供了一种强大的方法.
- 结合变异性测量和随机模型的进一步研究将加深我们对基因调节网络的理解.
相关概念视频
What is Gene Expression?
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...
What is Gene Expression?
A gene is a stretch of DNA that serves as the blueprint for functional RNAs and proteins. Since DNA is comprised of nucleotides and proteins are comprised of amino acids, a mediator is required to convert the information encoded in DNA into proteins. This mediator is the messenger RNA (mRNA). mRNA copies the blueprint from DNA by a process called transcription. In eukaryotes, transcription occurs in the nucleus by complementary base-pairing with the DNA template. The mRNA is then processed and...
What is Gene Expression?
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
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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...
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Regulation of Expression at Multiple Steps
The gene expression in cells is regulated at different stages: (i) transcription, (ii) RNA processing, (iii) RNA localization, and (iv) translation. Transcriptional regulation is mediated by regulatory proteins such as transcription factors, activators, or repressors—these control gene expression by initiating or inhibiting the transcription of genes. Once a precursor or pre-mRNA is produced, it undergoes post-transcriptional modification, including 5' capping, splicing, and the addition of a...

