Splitpea:量化蛋白质相互作用网络重新布线变化,由于癌症的替代拼接.
1Department of Computer Science, Rice University, Houston, TX 77005, USA.
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing
|December 31, 2023
概括
这项研究引入了一种计算方法来分析替代拼接如何影响癌症中的蛋白质-蛋白质相互作用 (PPI). 它与正常组织相比,在癌症患者中识别了改变的PPI,有助于了解疾病.
科学领域:
- 生物信息学是一种生物信息学.
- 分子生物学分子生物学
- 计算生物学 计算生物学
背景情况:
- 蛋白与蛋白相互作用 (PPI) 对生物过程和疾病机制至关重要.
- 替代拼接使蛋白质功能多样化并重塑PPI,影响癌症等疾病.
- 当前的PPI网络方法往往忽视了替代拼接和异型多样性的影响.
研究的目的:
- 开发一种计算方法来表征异型特异性PPI.
- 分析替代拼接事件如何改变癌症中的PPI.
- 将癌症特异性PPI与正常组织PPI进行比较.
主要方法:
- 使用的域-域互动数据.
- 来自癌症基因组图谱 (TCGA) 和基因型-组织表达 (GTEx) 项目的综合差异性外显子使用数据.
- 开发了一个计算策略来识别拼接驱动的PPI变化.
主要成果:
- 具有特征的PPI可能因替代拼接事件而被破坏或增强.
- 提供了一种方法来评估个人TCGA癌症样本中的PPI变化与GTEx正常组织相比.
- 能够在癌症的背景下研究异型特异性PPI.
结论:
- 替代拼接在癌症中显著影响PPI网络.
- 开发的计算方法可以揭示疾病特异性相互作用变化.
- 了解异型特异性PPI对于破译疾病生物学至关重要.
相关概念视频
RNA Splicing
56.4K
Splicing is the process by which eukaryotic RNA is edited before its translation into protein. The RNA strand transcribed from eukaryotic DNA is called the primary transcript. The primary transcripts that become mRNAs are called precursor messenger RNAs (pre-mRNAs). Eukaryotic pre-mRNA contains alternating sequences of exons and introns. Exons are nucleotide sequences that code for proteins, whereas introns are the non-coding regions. In RNA splicing, introns are removed and exons are bonded...
56.4K
Alternative RNA Splicing
21.2K
Alternative RNA splicing is the regulated splicing of exons and introns to produce different mature mRNAs from a single pre-mRNA. Unlike in constitutive splicing where a single gene produces a single type of mRNA, alternative splicing allows an organism to produce multiple proteins from a single gene and plays an important role in protein diversity.
There are five types of alternative RNA splicing that vary in the ways the pre-mRNA segments are removed or retained in the mature mRNA. The first...
There are five types of alternative RNA splicing that vary in the ways the pre-mRNA segments are removed or retained in the mature mRNA. The first...
21.2K
Protein Networks
4.0K
An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
4.0K
What is Gene Expression?
8.5K
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...
8.5K
Covalently Linked Protein Regulators
6.8K
Proteins can undergo many types of post-translational modifications, often in response to changes in their environment. These modifications play an important role in the function and stability of these proteins. Covalently linked molecules include functional groups, such as methyl, acetyl, and phosphate groups, and also small proteins, such as ubiquitin. There are around 200 different types of covalent regulators that have been identified.
These groups modify specific amino acids in a protein....
These groups modify specific amino acids in a protein....
6.8K
Protein-protein Interfaces
12.5K
Many proteins form complexes to carry out their functions, making protein-protein interactions (PPIs) essential for an organism's survival. Most PPIs are stabilized by numerous weak noncovalent chemical forces. The physical shape of the interfaces determines the way two proteins interact. Many globular proteins have closely-matching shapes on their surfaces, which form a large number of weak bonds. Additionally, many PPIs occur between two helices or between a surface cleft and a...
12.5K


