title: A Computational Study of the Effects of Syk Activity on B Cell Receptor Signaling Dynamics.
abstract: The kinase Syk is intricately involved in early signaling events in B cells and is required for proper response when antigens bind to B cell receptors (BCRs). Experiments using an analog-sensitive version of Syk (Syk-AQL) have better elucidated its role, but have not completely characterized its behavior. We present a computational model for BCR signaling, using dynamical systems, which incorporates both wild-type Syk and Syk-AQL. Following the use of sensitivity analysis to identify significant reaction parameters, we screen for parameter vectors that produced graded responses to BCR stimulation as is observed experimentally. We demonstrate qualitative agreement between the model and dose response data for both mutant and wild-type kinases. Analysis of our model suggests that the level of NF-κB activation, which is reduced in Syk-AQL cells relative to wild-type, is more sensitive to small reductions in kinase activity than Erkp activation, which is essentially unchanged. Since this profile of high Erkp and reduced NF-κB is consistent with anergy, this implies that anergy is particularly sensitive to small changes in catalytic activity. Also, under a range of forward and reverse ligand binding rates, our model of Erkp and NF-κB activation displays a dependence on a power law affinity: the ratio of the forward rate to a non-unit power of the reverse rate. This dependence implies that B cells may respond to certain details of binding and unbinding rates for ligands rather than simple affinity alone.
authors.affiliation: Department of Mathematics, Purdue University, 150 N. University St., West Lafayette, IN 47907, USA.
authors.forename: Reginald L
authors.initials: RL
authors.lastname: McGee
authors.affiliation: Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, 201 S. University Street, West Lafayette, IN 47907, USA.
authors.forename: Mariya O
authors.initials: MO
authors.lastname: Krisenko
authors.affiliation: Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, 201 S. University Street, West Lafayette, IN 47907, USA.
authors.forename: Robert L
authors.initials: RL
authors.lastname: Geahlen
authors.affiliation: Weldon School of Biomedical Engineering, Purdue University, 206 S. Martin Jischke Drive, West Lafayette, IN 47907, USA.
authors.forename: Ann E
authors.initials: AE
authors.lastname: Rundell
authors.affiliation: Department of Mathematics, Purdue University, 150 N. University St., West Lafayette, IN 47907, USA.
authors.forename: Gregery T
authors.initials: GT
authors.lastname: Buzzard
keywords: B cell signaling; cell response; computational modeling; mutant Syk; signal transduction