TmDet 4.0:从3D结构中确定跨膜蛋白的膜方向
Gábor E Tusnády1,2, Csongor Gerdán1
1Protein Bioinformatics Research Group, Institute of Molecular Life Sciences, Research Centre for Natural Sciences, HUN-REN, Magyar Tudósok krt 2, Budapest 1117, Hungary.
Nucleic acids research
|April 25, 2025
概括
TmDet网络服务器确定了脂质双层中的跨膜蛋白的方向. 它解决了新型蛋白质结构和人工智能预测模型的挑战,确保了精确的膜嵌入.
科学领域:
- 结构生物学 结构生物学
- 生物物理学的生物物理.
- 计算生物学 计算生物学
背景情况:
- 在脂质双层中确定跨膜蛋白的方向至关重要,但具有挑战性.
- 原来的TmDet算法使用蛋白质原子坐标帮助了这一过程.
- 新的蛋白质结构和人工智能驱动的建模在定向确定方面提出了新的挑战.
研究的目的:
- 引入增强的TmDet网络服务器来确定跨膜蛋白质的膜方向.
- 为应对新型蛋白质结构和人工智能预测模型带来的挑战.
- 为研究人员提供一个工具来评估蛋白质结构的膜嵌入精度.
主要方法:
- 使用跨膜蛋白的原子坐标.
- 在Web服务器框架内开发和实施TmDet算法.
- 分析结构元素和膜嵌入能力.
主要成果:
- TmDet网络服务器准确地确定了跨膜蛋白的方向.
- 它提供了对结构元素和膜嵌入可行性的洞察.
- 服务器有效地处理复杂的结构,如多药物排放和机械敏感离子通道.
结论:
- 对于结构生物学家和计算化学家来说,TmDet网络服务器是一个有价值的工具.
- 它增强了跨膜蛋白质结构的分析,包括人工智能生成的模型.
- 精确的膜方向确定对于了解蛋白质功能至关重要.
相关概念视频
Single-pass Transmembrane Proteins
4.8K
Integral membrane proteins are tightly associated with the cell membrane and play a crucial role in cell communication, signaling, adhesion, and transport of the molecules. Some integral membrane proteins are present only in the membrane monolayer. For example, the enzyme fatty acid amide hydrolase is present in the cytoplasmic side of the membrane monolayer. In contrast, another type of integral membrane protein, also known as a transmembrane protein, spans across the membrane. Transmembrane...
4.8K
Introduction to Membrane Proteins
65.6K
The cell membrane, or plasma membrane, is an ever-changing landscape. It is described as a fluid mosaic where various macromolecules are embedded in the phospholipid bilayer. Among the macromolecules are proteins. The protein content varies across cell types. For example, mitochondrial inner membranes contain ~76% protein content, while myelin contains ~18% protein content. Individual cells contain many types of membrane proteins—red blood cells contain over 50—and different cell...
65.6K
Multi-pass Transmembrane Proteins and β-barrels
5.2K
In multi-pass transmembrane proteins, the polypeptide chain crosses the membrane more than once. The transmembrane polypeptide chain either forms an α-helix or β-strand structure. α-Helix containing multi-pass transmembrane proteins are ubiquitous, whereas β-strand containing ones are mainly found in gram-negative bacteria, mitochondria, and chloroplasts.
α-Helix containing multi-pass transmembrane proteins
Multi-pass transmembrane proteins such as...
α-Helix containing multi-pass transmembrane proteins
Multi-pass transmembrane proteins such as...
5.2K
Insertion of Multi-pass Transmembrane Proteins in the RER
7.6K
The rough ER membrane synthesizes, assembles, and embeds transmembrane proteins in diverse topologies. These proteins function as transporters or channels and can remain in the ER membrane or are sent to the Golgi complex, lysosome, and cell membrane.
The multipass transmembrane proteins are the type IV integral membrane proteins with multiple topogenic sequences determining their spatial arrangement in the ER membrane. Nearly all multipass proteins lack a cleavable signal sequence and use...
The multipass transmembrane proteins are the type IV integral membrane proteins with multiple topogenic sequences determining their spatial arrangement in the ER membrane. Nearly all multipass proteins lack a cleavable signal sequence and use...
7.6K
Insertion of Single-pass Transmembrane Proteins in the RER
6.3K
Integral membrane proteins are proteins adhered to the lipid bilayer of a cell organelle or membrane. They can be of two types: transmembrane integral proteins that span the lipid bilayer and monotopic proteins that are attached to either side of the membrane but do not pass through it.
Integral transmembrane proteins possess transmembrane and extra membrane domains. The transmembrane domains are primarily made of 20-25 hydrophobic amino acids arranged in a helical secondary confirmation. These...
Integral transmembrane proteins possess transmembrane and extra membrane domains. The transmembrane domains are primarily made of 20-25 hydrophobic amino acids arranged in a helical secondary confirmation. These...
6.3K
Mechanisms of Membrane-bending
2.6K
The living membranes are flexible due to their fluid mosaic nature; however, their bending into different shapes is an active process regulated by specific lipids and proteins. The membrane bending can be transient as seen in vesicles or stable for a long time as in microvilli. Cells regulate the size, location, and duration of the membrane curvature.
Membrane bending can happen due to intrinsic changes in lipid composition or extrinsic association with different proteins. The proteins involved...
Membrane bending can happen due to intrinsic changes in lipid composition or extrinsic association with different proteins. The proteins involved...
2.6K


