Minghua Hou1, Yuhao Xia2, Pengcheng Wang1

  • 1College of Information Engineering, Zhejiang University of Technology, HangZhou, China.

Nature communications
|November 19, 2025
PubMed
概括

DeepSCFold通过基于序列的深度学习提高了蛋白质复杂结构预测的准确性. 这种新的管道超越了当前用于建模蛋白质-蛋白质相互作用的最先进方法.

相关概念视频

Protein Organization01:24

Protein Organization

Proteins are polymers of amino acid residues. They are versatile and responsible for different cellular functions, including DNA replication, molecular transport, catalysis, and structural support. Proteins have a hierarchical structure comprising at least three levels of organization: primary, secondary, and tertiary structure. Some large proteins have a quaternary structure where individual protein subunits are linked together.
The primary structure of a protein is its amino acid sequence....
9.0K
Protein Organization01:13

Protein Organization

Overview
155.6K
Protein Complex Assembly02:41

Protein Complex Assembly

Proteins can form homomeric complexes with another unit of the same protein or heteromeric complexes with different types.  Most protein complexes self-assemble spontaneously via ordered pathways, while some proteins need assembly factors that guide their proper assembly. Despite the crowded intracellular environment, proteins usually interact with their correct partners and form functional complexes.
Many viruses self-assemble into a fully functional unit using the infected host cell to...
16.5K
Protein Complex Assembly02:41

Protein Complex Assembly

2.5K
Protein Complexes with Interchangeable Parts01:57

Protein Complexes with Interchangeable Parts

2.1K
Protein Complexes with Interchangeable Parts01:57

Protein Complexes with Interchangeable Parts

Groups of proteins may form a complex where each protein in this complex has a different role in the overall execution of the complex’s function. Often some of the proteins in the complex can be replaced by a closely related variant to give a complex that contains many of the same components yet is functionally distinct.
The SCF ubiquitin ligase is a protein complex of five individual proteins. This complex attaches ubiquitin to other target proteins to mark them for degradation. In order...
2.9K