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相关概念视频

What is Gene Expression?01:42

What is Gene Expression?

196.5K
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...
196.5K
What is Gene Expression?01:36

What is Gene Expression?

11.4K
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...
11.4K
Chromatin Position Affects Gene Expression02:35

Chromatin Position Affects Gene Expression

24.8K
Chromatin is the massive complex of DNA and proteins packaged inside the nucleus. The complexity of chromatin folding and how it is packaged inside the nucleus greatly influences  access to genetic information. Generally, the nucleus' periphery is considered transcriptionally repressive, while the cell's interior is considered a transcriptionally active area. 
Topologically Associated Domains (TADs)
The 3-dimensional positioning of chromatin in the nucleus influences the...
24.8K
Cell Specific Gene Expression01:58

Cell Specific Gene Expression

16.5K
Multicellular organisms contain a variety of structurally and functionally distinct cell types, but the DNA in all the cells originated from the same parent cells. The differences in the cells can be attributed to the differential gene expression. Liver cells, whose functions include detoxification of blood, production of bile to metabolize fats, and synthesis of proteins essential for metabolism, must express a specific set of genes to perform their functions. Gene expression also varies with...
16.5K
Regulation of Expression Occurs at Multiple Steps02:24

Regulation of Expression Occurs at Multiple Steps

26.4K
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...
26.4K
Acid-Base Balance01:25

Acid-Base Balance

2.5K
The human body maintains a narrow pH range regulated through acid-base balance. This balance is crucial as changes in the hydrogen ion concentration can disrupt cell membrane stability, alter protein structures, and change enzyme activities. The normal pH of arterial blood is 7.4, venous blood and interstitial fluid is 7.35, and intracellular fluid averages 7.0.
When the pH of arterial blood rises above 7.45, it results in a condition called alkalosis. Conversely, a drop below 7.35 leads to...
2.5K

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相关实验视频

Updated: Jan 29, 2026

Identifying Amino Acid Overproducers Using Rare-Codon-Rich Markers
10:41

Identifying Amino Acid Overproducers Using Rare-Codon-Rich Markers

Published on: June 24, 2019

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ColiFormer:一个基于变压器的Codon优化模型,平衡多个目标以实现增强的E. 大肠杆菌的基因表达

Saketh Baddam1, Omar Emam2, Abdelrahman Elfikky3

  • 1Cedar Falls High School, Cedar Falls, IA 50613, USA.

Bioengineering (Basel, Switzerland)
|January 28, 2026
PubMed
概括

ColiFormer是一个新的AI工具,可以优化基因序列,以改善蛋白质的生产. 大肠杆菌. 它平衡了多种生物因素,在计算测试中表现优于现有的方法.

关键词:
埃舍里希亚大肠杆菌 (Escherichia coli) 是一个大肠杆菌.控制GC内容控制GC内容控制增强的拉格朗日优化编码子适应指数 (CAI)代码子优化代码子优化多目标优化多目标优化再组合蛋白质的生产.

更多相关视频

Optimized Analysis of DNA Methylation and Gene Expression from Small, Anatomically-defined Areas of the Brain
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Optimized Analysis of DNA Methylation and Gene Expression from Small, Anatomically-defined Areas of the Brain

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Using an Automated Cell Counter to Simplify Gene Expression Studies: siRNA Knockdown of IL-4 Dependent Gene Expression in Namalwa Cells
10:34

Using an Automated Cell Counter to Simplify Gene Expression Studies: siRNA Knockdown of IL-4 Dependent Gene Expression in Namalwa Cells

Published on: April 14, 2010

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相关实验视频

Last Updated: Jan 29, 2026

Identifying Amino Acid Overproducers Using Rare-Codon-Rich Markers
10:41

Identifying Amino Acid Overproducers Using Rare-Codon-Rich Markers

Published on: June 24, 2019

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Optimized Analysis of DNA Methylation and Gene Expression from Small, Anatomically-defined Areas of the Brain
13:11

Optimized Analysis of DNA Methylation and Gene Expression from Small, Anatomically-defined Areas of the Brain

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Using an Automated Cell Counter to Simplify Gene Expression Studies: siRNA Knockdown of IL-4 Dependent Gene Expression in Namalwa Cells
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Using an Automated Cell Counter to Simplify Gene Expression Studies: siRNA Knockdown of IL-4 Dependent Gene Expression in Namalwa Cells

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科学领域:

  • 合成生物学 合成生物学
  • 生物信息学是一种生物信息学.
  • 计算生物学 计算生物学

背景情况:

  • 子优化增强了Escherichia coli中的异质基因表达.
  • 现有的方法往往只优先考虑子适应指数 (CAI),忽视了关键的生物背景.

研究的目的:

  • 介绍ColiFormer,这是一个基于变压器的新型框架,用于编码子优化.
  • 通过同时考虑多个生物参数来改善基因表达.

主要方法:

  • 在3676高表达E上微调了一个变压器模型 (ColiFormer). 大肠杆菌的基因.
  • 利用自我注意力机制和增强的拉格朗优化.
  • 均衡的CAI,GC含量,tRNA适应指数 (tAI),RNA稳定性和 cis调节元素.

主要成果:

  • 在评估中,ColiFormer显示了CAI和tAI值的改善.
  • 保持最佳的GC含量和减少抑制性cis调节动机.
  • 在具有竞争性运行时间的计算基准中表现优于既定方法.

结论:

  • ColiFormer提供了一种更全面的方法来优化编码子.
  • 计算预测表明增强基因表达的巨大潜力.
  • 该工具和数据集是开源的,可用于进一步的研究和验证.