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相关概念视频

Cis-regulatory Sequences02:02

Cis-regulatory Sequences

9.9K
Cis-regulatory sequences are short fragments of non-coding DNA that are present on the same chromosomes as the genes that they regulate. These fragments serve as binding sites for transcriptional regulators, proteins that are responsible for controlling gene transcription and differential gene expression across cell types in eukaryotes. Cis-regulatory sequences can be close to the gene of interest or thousands of bases away in the DNA sequence; however, those sequences that are further away are...
9.9K
Combinatorial Gene Control02:33

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...
8.3K
Cell Specific Gene Expression01:58

Cell Specific Gene Expression

4.6K
4.6K
Cooperative Binding of Transcription Regulators02:13

Cooperative Binding of Transcription Regulators

6.4K
Transcriptional regulators bind to specific cis-regulatory sequences in the DNA to regulate gene transcription. These cis-regulatory sequences are very short, usually less than ten nucleotide pairs in length. The short length means that there is a high probability of the exact same sequence randomly occurring throughout the genome.  Since regulators can also bind to groups of similar sequences, this further increases the chances of random binding. Transcriptional regulators form...
6.4K
Regulation of Expression at Multiple Steps01:23

Regulation of Expression at Multiple Steps

910
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...
910
General Transcription Factors01:30

General Transcription Factors

5.3K
Tissue-specific transcription factors contribute to diverse cellular functions in mammals. For example, the gene for beta globin, a major component of hemoglobin, is present in all cells of the body. However, it is only expressed in red blood cells because the transcription factors that can bind to the promoter sequences of the beta globin gene are only expressed in these cells. Tissue-specific transcription factors also ensure that mutations in these factors may impair only the function of...
5.3K

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相关实验视频

Updated: Jul 5, 2025

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline
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Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline

Published on: December 7, 2021

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咖啡:共识 基因调控网络的单细胞类型特定推理

Musaddiq K Lodi1, Anna Chernikov2, Preetam Ghosh3

  • 1Integrative Life Sciences, Virginia Commonwealth University, Richmond, VA 23284.

bioRxiv : the preprint server for biology
|January 23, 2024
PubMed
概括

像COFFEE这样的共识算法可以改善单细胞RNA测序 (scRNA-seq) 数据的基因调控网络 (GRN) 推断. 这种群众智慧的方法通过整合多种GRN推断方法来提高准确性.

科学领域:

  • 计算生物学是一种计算生物学.
  • 基因组学就是基因组学.
  • 系统生物学 系统生物学

背景情况:

  • 基因调节网络 (GRNs) 是生物过程的基础.
  • 从单细胞RNA测序 (scRNA-seq) 数据中推断GRNs是一个挑战.
  • 之前的共识方法对大量RNA-seq数据显示出希望.

结论:

  • 像COFFEE这样的共识算法为scRNA-seq数据中的GRN推断提供了一个强大的策略.
  • 群众智慧的方法,适应单细胞数据,显著改善网络重建.
  • 咖啡为破译单细胞水平的监管机制提供了有价值的工具.

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