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Hlavacek, W. S.

Publications and source records attributed to Hlavacek, W. S..

2 recordsLinked to original sources

TRuML: A Translator for Rule-Based Modeling Languages

Rule-based modeling languages, such as the Kappa and BioNetGen languages (BNGL), are powerful frameworks for modeling the dynamics of complex biochemical reaction networks. Each language is distributed with a distinct software suite and modelers may wish to take advantage of both toolsets. This paper introduces a practical application called TRuML that translates models written in either Kappa or BNGL into the other language. While similar in many respects, key differences between the two languages makes translation sufficiently complex that automation becomes a useful tool. TRuML accommodates the languages complexities and produces a semantically equivalent model in the alternate language of the input model when possible and an approximate model in certain other cases. Here, we discuss a number of these complexities and provide examples of equivalent models in both Kappa and BNGL.\n\nCCS CONCEPTS* Applied computing [->] Systems biology; * Computing methodologies [->] Simulation languages;

systems biology

Differential Mast Cell Outcomes Are Sensitive to FcϵRI-Syk Binding Kinetics

Crosslinking of IgE-bound Fc{varepsilon}RI triggers multiple cellular responses, including degranulation and cytokine production. Signaling is dependent on recruitment of Syk via docking of its dual SH2 domains to phosphorylated tyrosines within the Fc{varepsilon}RI immunoreceptor tyrosine-based activation motifs. Using single molecule imaging in live cells, we directly visualized and quantified the binding of individual mNeonGreen-tagged Syk molecules as they associated with the plasma membrane after Fc{varepsilon}RI activation. We found that Syk colocalizes transiently to Fc{varepsilon}RI and that Syk-Fc{varepsilon}RI binding dynamics are independent of receptor aggregate size. Substitution of glutamic acid for tyrosine between the Syk SH2 domains (SykY130E) led to an increased Syk-Fc{varepsilon}RI off-rate, loss of site-specific Syk autophosphorylation, and impaired downstream signaling. CRISPR-Cas9 engineered cells expressing only SykY130E were deficient in antigen-stimulated calcium release, degranulation and production of some cytokines (TNF-a, IL-3) but not others (MCP-1, IL-4). We propose that kinetic discrimination along the Fc{varepsilon}RI signaling pathway occurs at the level of Syk-Fc{varepsilon}RI interactions, with key outcomes dependent upon sufficiently long-lived Syk binding events.\n\nSummarySchwartz et al. use single molecule imaging to quantify the transient nature of Fc{varepsilon}RI-Syk interactions in live mast cells. A functional mutation that increases Syk off-rate leads to loss of site-specific Syk phosphorylation and impaired signaling, highlighting the importance of finely tuned protein interactions in directing cellular outcomes.

cell biology