生化学と生理学: オープンアクセス

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Identifying Protein Complexes from Dynamic Temporal Interval Protein- Protein Interaction Networks

Cohen Stefan

Protein-protein interactions are essential for the functioning of biological systems, and protein complexes play a crucial role in performing specific cellular functions. Recent advancements in high-throughput technologies have enabled the generation of dynamic temporal interval protein-protein interaction networks that capture the dynamic nature of protein interactions over time. Identifying protein complexes from TIPINs provides insights into their temporal behavior and functional dynamics. This article presents an overview of the process of identifying protein complexes from dynamic temporal interval protein-protein interaction networks. The steps involved include data integration and preprocessing, network construction, community detection, temporal analysis, and validation. The identification and analysis of protein complexes from TIPINs offer a deeper understanding of complex biological systems and their temporal regulation.