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JUMPn: A Streamlined Application for Protein Co-Expression Clustering and Network Analysis in Proteomics
Published on: October 19, 2021
Methods of Computational Interactomics for Investigating Interactions of Human Proteoforms
E V Poverennaya1, O I Kiseleva2, A S Ivanov2
1Institute of Biomedical Chemistry, Moscow, 119121, Russia. k.poverennaya@gmail.com.
Millions of unique protein species (proteoforms) arise from human genes, interacting to form cellular networks. Studying these proteoform interactions is crucial for understanding cellular dynamics and disease, with bioinformatics offering key support.
Area of Science:
- Proteomics
- Genomics
- Systems Biology
Background:
- The human genome encodes approximately 20,000 protein-coding genes, capable of generating millions of distinct protein species, known as proteoforms.
- Proteoforms derived from a single gene can exhibit diverse functions, necessitating distinct protein partners and forming complex interaction networks.
- These intricate protein-protein interaction networks are fundamental to cellular processes and organismal dynamics.
Purpose of the Study:
- To highlight the significance of studying proteoform interactions.
- To underscore the challenges and nascent stage of experimental research in proteoform interaction studies.
- To emphasize the complementary role of bioinformatics in advancing the investigation of proteoform interactions.
Main Methods:
- Review of current understanding of proteoform generation and function.
- Analysis of the role of protein-protein interactions in cellular networks.
- Discussion of the application of bioinformatics tools in proteoform interaction research.
Main Results:
- Proteoform diversity significantly expands functional capabilities beyond gene count.
- Aberrant protein-protein interactions due to altered proteoforms can lead to pathological conditions.
- Bioinformatics tools provide essential complementary data for experimental proteoform interaction studies.
Conclusions:
- Understanding proteoform interactions is vital for deciphering cellular mechanisms and disease pathologies.
- The field of proteoform interaction research is emerging, with a need for further experimental investigation.
- Bioinformatics approaches are indispensable for expanding the scope and capabilities of proteoform interaction studies.
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