4.7 Article

A systems-biology model of the tumor necrosis factor (TNF) interactions with TNF receptor 1 and 2

Journal

BIOINFORMATICS
Volume 37, Issue 5, Pages 669-676

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/bioinformatics/btaa844

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Funding

  1. Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) [324392634 - TRR 221, Wa 1025/21-1, Da 208/13-1]

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The study found that soluble TNF can initiate signaling of TNFR1 but not TNFR2 unless it is secondarily oligomerized. Different receptor clustering states and ligand activities can explain the observed differences in the stimulatory activities of soluble TNF.
Motivation: Clustering enables TNF receptors to stimulate intracellular signaling. The differential soluble ligand-induced clustering behavior of TNF receptor 1 (TNFR1) and TNFR2 was modeled. A structured, rule-based model implemented ligand-independent pre-ligand binding assembly domain (PLAD)-mediated homotypic low affinity interactions of unliganded and liganded TNF receptors. Results: Soluble TNF initiates TNFR1 signaling but not TNFR2 signaling despite receptor binding unless it is secondarily oligomerized. We consider high affinity binding of TNF to signaling-incompetent pre-assembled dimeric TNFR1 and TNFR2 molecules and secondary clustering of liganded dimers to signaling competent ligand-receptor clusters. Published receptor numbers, affinities and measured different activities of clustered receptors validated model simulations for a large range of receptor and ligand concentrations. Different PLAD-PLAD affinities and different activities of receptor clusters explain the observed differences in the TNF receptor stimulating activities of soluble TNF.

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