ArticlePLoS computational biology2018
Stoichiometric balance of protein copy numbers is measurable and functionally significant in a protein-protein interaction network for yeast endocytosis.
Article in PLoS computational biology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Strategies for constructing context-specific protein-protein interaction networks.Briefings in bioinformatics · 2026Review
- CoPPIs algorithm: a tool to unravel protein cooperative strategies in pathophysiological conditions.Briefings in bioinformatics · 2025Article
- Loss of correlated proteasomal subunit expression selectively promotes the 20SCommunications biology · 2025Article
- Self-assembly coupled to liquid-liquid phase separation.PLoS computational biology · 2023Article
- Degron masking outlines degronons, co-degrading functional modules in the proteome.Communications biology · 2022Article
- Integrating protein copy numbers with interaction networks to quantify stoichiometry in clathrin-mediated endocytosis.Scientific reports · 2022Article
- Large self-assembled clathrin lattices spontaneously disassemble without sufficient adaptor proteins.PLoS computational biology · 2022Article
- Article
- Spatial regulation of clathrin-mediated endocytosis through position-dependent site maturation.The Journal of cell biology · 2020Article
- NERDSS: A Nonequilibrium Simulator for Multibody Self-Assembly at the Cellular Scale.Biophysical journal · 2020Article
- A Burst of Genetic Innovation in Drosophila Actin-Related Proteins for Testis-Specific Function.Molecular biology and evolution · 2020Article
- Identification and Analysis of Rice Yield-Related Candidate Genes by Walking on the Functional Network.Frontiers in plant science · 2018Article
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2 authors.
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Abstract
Stoichiometric balance, or dosage balance, implies that proteins that are subunits of obligate complexes (e.g. the ribosome) should have copy numbers expressed to match their stoichiometry in that complex. Establishing balance (or imbalance) is an important tool for inferring subunit function and assembly bottlenecks. We show here that these correlations in protein copy numbers can extend beyond complex subunits to larger protein-protein interactions networks (PPIN) involving a range of reversible binding interactions. We develop a simple method for quantifying balance in any interface-resolved PPINs based on network structure and experimentally observed protein copy numbers. By analyzing such a network for the clathrin-mediated endocytosis (CME) system in yeast, we found that the real protein copy numbers were significantly more balanced in relation to their binding partners compared to randomly sampled sets of yeast copy numbers. The observed balance is not perfect, highlighting both under and overexpressed proteins. We evaluate the potential cost and benefits of imbalance using two criteria. First, a potential cost to imbalance is that 'leftover' proteins without remaining functional partners are free to misinteract. We systematically quantify how this misinteraction cost is most dangerous for strong-binding protein interactions and for network topologies observed in biological PPINs. Second, a more direct consequence of imbalance is that the formation of specific functional complexes depends on relative copy numbers. We therefore construct simple kinetic models of two sub-networks in the CME network to assess multi-protein assembly of the ARP2/3 complex and a minimal, nine-protein clathrin-coated vesicle forming module. We find that the observed, imperfectly balanced copy numbers are less effective than balanced copy numbers in producing fast and complete multi-protein assemblies. However, we speculate that strategic imbalance in the vesicle forming module allows cells to tune where endocytosis occurs, providing sensitive control over cargo uptake via clathrin-coated vesicles.
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