基因调控生物信息学的研究主题
Yuriy L Orlov1,2,3,4, Anastasia A Anashkina1,5, Vadim V Kumeiko6
1The Digital Health Institute, I.M. Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation (Sechenov University), 119991 Moscow, Russia.
International journal of molecular sciences
|May 27, 2023
概括
开发生物信息学工具对于理解基因表达调节至关重要. 这需要整合各种生物数据进行准确的分析.
科学领域:
- 生物信息学是一种生物信息学.
- 计算生物学 计算生物学
- 基因组学就是基因组学.
背景情况:
- 基因表达调节是复杂的,需要先进的计算工具.
- 数据整合在生物信息学中对基因表达研究构成重大挑战.
研究的目的:
- 突出开发用于基因表达调节研究的生物信息学工具的挑战.
- 强调对生物信息学有效数据整合方法的关键需求.
- 要强调对分析复杂基因表达数据集的新算法的需求.
主要方法:
- 审查和分析现有的生物信息学工具和算法用于基因表达研究.
- 讨论适用于各种生物数据集的数据整合技术.
- 探索计算方法来解决基因调节网络的复杂性.
主要成果:
- 当前生物信息学工具在处理基因表达数据的规模和异质性方面存在局限性.
- 数据整合存在重大技术障碍,影响了监管机制的全面分析.
- 显然需要开发更强大,更可扩展的算法.
结论:
- 生物信息学工具和算法的进步对于破译基因表达调节至关重要.
- 改进的数据整合策略是从生物数据中解锁更深入的见解的关键.
- 未来的研究应该专注于开发创新的计算解决方案来应对这些挑战.
相关概念视频
Regulation of Expression Occurs at Multiple Steps
22.8K
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...
22.8K
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
What is Gene Expression?
168.5K
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...
168.5K
Regulation of Expression at Multiple Steps
954
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...
954
Cis-regulatory Sequences
3.0K
3.0K
Constitutive and Regulated Gene Expression
48
Gene expression in prokaryotes is governed by constitutive and regulated systems, allowing cells to balance the production of essential proteins with adaptive responses to environmental changes.Constitutive Gene ExpressionConstitutive, or housekeeping, genes are continuously expressed as they encode proteins vital for fundamental cellular processes. These include enzymes for glycolysis, ribosomal components for protein synthesis, and proteins involved in DNA replication. Their constant...
48


