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1.
Mol Syst Biol ; 2: 61, 2006.
Article in English | MEDLINE | ID: mdl-17102806

ABSTRACT

A hallmark of protein kinase/phosphatase cascades, including mitogen-activated protein kinase (MAPK) pathways, is the spatial separation of their components within cells. The top-level kinase, MAP3K, is phosphorylated at the cell membrane, and cytoplasmic kinases at sequential downstream levels (MAP2K and MAPK) spread the signal to distant targets. Given measured protein diffusivity and phosphatase activities, signal propagation by diffusion would result in a steep decline of MAP2K activity and low bisphosphorylated MAPK (ppMAPK) levels near the nucleus, especially in large cells, such as oocytes. Here, we show that bistability in a two-site MAPK (de)phosphorylation cycle generates a novel type of phosphoprotein wave that propagates from the surface deep into the cell interior. Positive feedback from ppMAPK to cytoplasmic MAP2K enhances the propagation span of the ppMAPK wave, making it possible to convey phosphorylation signals over exceedingly long distances. The finding of phosphorylation waves traveling with constant amplitude and high velocity may solve a long-standing enigma of survival signaling in developing neurons.


Subject(s)
Enzyme Stability/physiology , MAP Kinase Signaling System/physiology , Phosphoproteins/metabolism , Signal Transduction , Animals , Computational Biology/methods , Computer Simulation , Enzyme Activation , Humans , Phosphoric Monoester Hydrolases/metabolism , Phosphorylation
2.
J Biol Chem ; 281(29): 19925-38, 2006 Jul 21.
Article in English | MEDLINE | ID: mdl-16687399

ABSTRACT

Grb2-associated binder 1 (GAB1) is a scaffold protein involved in numerous interactions that propagate signaling by growth factor and cytokine receptors. Here we explore in silico and validate in vivo the role of GAB1 in the control of mitogenic (Ras/MAPK) and survival (phosphatidylinositol 3-kinase (PI3K)/Akt) signaling stimulated by epidermal growth factor (EGF). We built a comprehensive mechanistic model that allows for reliable predictions of temporal patterns of cellular responses to EGF under diverse perturbations, including different EGF doses, GAB1 suppression, expression of mutant proteins, and pharmacological inhibitors. We show that the temporal dynamics of GAB1 tyrosine phosphorylation is significantly controlled by positive GAB1-PI3K feedback and negative MAPK-GAB1 feedback. Our experimental and computational results demonstrate that the essential function of GAB1 is to enhance PI3K/Akt activation and extend the duration of Ras/MAPK signaling. By amplifying positive interactions between survival and mitogenic pathways, GAB1 plays the critical role in cell proliferation and tumorigenesis.


Subject(s)
Adaptor Proteins, Signal Transducing/physiology , Cell Division/drug effects , Cell Survival/drug effects , Epidermal Growth Factor/pharmacology , Carcinoma, Squamous Cell , Cell Line , Cell Line, Tumor , Feedback , Guanosine Diphosphate/metabolism , Guanosine Triphosphate/metabolism , Humans , Models, Biological , Transfection
3.
Biosystems ; 83(2-3): 152-66, 2006.
Article in English | MEDLINE | ID: mdl-16242235

ABSTRACT

Membrane receptors and proteins involved in signal transduction display numerous binding domains and operate as molecular scaffolds generating a variety of parallel reactions and protein complexes. The resulting combinatorial explosion of the number of feasible chemical species and, hence, different states of a network greatly impedes mechanistic modeling of signaling systems. Here we present novel general principles and identify kinetic requirements that allow us to replace a mechanistic picture of all possible micro-states and transitions by a macro-description of states of separate binding sites of network proteins. This domain-oriented approach dramatically reduces computational models of cellular signaling networks by dissecting mechanistic trajectories into the dynamics of macro- and meso-variables. We specify the conditions when the temporal dynamics of micro-states can be exactly or approximately expressed in terms of the product of the relative concentrations of separate domains. We prove that our macro-modeling approach equally applies to signaling systems with low population levels, analyzed by stochastic rather than deterministic equations. Thus, our results greatly facilitate quantitative analysis and computational modeling of multi-protein signaling networks.


Subject(s)
Adaptor Proteins, Signal Transducing/physiology , Cell Membrane/metabolism , Gene Expression Regulation/physiology , Membrane Proteins/metabolism , Models, Biological , Signal Transduction/physiology , Animals , Binding Sites , Combinatorial Chemistry Techniques , Computer Simulation , Humans , Protein Binding , Protein Structure, Tertiary , Receptor Protein-Tyrosine Kinases/metabolism
4.
Biophys J ; 89(2): 951-66, 2005 Aug.
Article in English | MEDLINE | ID: mdl-15923229

ABSTRACT

After activation, many receptors and their adaptor proteins act as scaffolds displaying numerous docking sites and engaging multiple targets. The consequent assemblage of a variety of protein complexes results in a combinatorial increase in the number of feasible molecular species presenting different states of a receptor-scaffold signaling module. Tens of thousands of such microstates emerge even for the initial signal propagation events, greatly impeding a quantitative analysis of networks. Here, we demonstrate that the assumption of independence of molecular events occurring at distinct sites enables us to approximate a mechanistic picture of all possible microstates by a macrodescription of states of separate domains, i.e., macrostates that correspond to experimentally verifiable variables. This analysis dissects a highly branched network into interacting pathways originated by protein complexes assembled on different sites of receptors and scaffolds. We specify when the temporal dynamics of any given microstate can be expressed using the product of the relative concentrations of individual sites. The methods presented here are equally applicable to deterministic and stochastic calculations of the temporal dynamics. Our domain-oriented approach drastically reduces the number of states, processes, and kinetic parameters to be considered for quantification of complex signaling networks that propagate distinct physiological responses.


Subject(s)
Combinatorial Chemistry Techniques , Cytoskeleton/metabolism , Extracellular Matrix Proteins/metabolism , Models, Biological , Protein Interaction Mapping/methods , Receptors, Cell Surface/metabolism , Signal Transduction/physiology , Binding Sites , Computer Simulation , Cytoskeleton/chemistry , Extracellular Matrix Proteins/chemistry , Kinetics , Models, Chemical , Models, Statistical , Protein Binding , Receptors, Cell Surface/chemistry , Stochastic Processes
5.
Biophys Chem ; 117(2): 173-90, 2005 Sep 01.
Article in English | MEDLINE | ID: mdl-15936868

ABSTRACT

A kinetic model of Ca2+-dependent inactivation (CDI) of L-type Ca2+ channels was developed. The model is based on the hypothesis that postulates the existence of four short-lived modes with lifetimes of a few hundreds of milliseconds. Our findings suggest that the transitions between the modes is primarily determined by the binding of Ca2+ to two intracellular allosteric sites located in different motifs of the CI region, which have greatly differing binding rates for Ca2+ (different k(on)). The slow-binding site is controlled by local Ca2+ near a single open channel that is consistent with the "domain" CDI model, and Ca2+ binding to the fast-binding site(s) depends on Ca2+ arising from distant sources that is consistent with the "shell" CDI model. The model helps to explain numerous experimental findings that are poorly understood so far.


Subject(s)
Calcium Channels, L-Type/physiology , Calcium/physiology , Calcium/chemistry , Calcium Channels, L-Type/chemistry , Ion Channel Gating/physiology , Kinetics , Membrane Potentials/physiology , Time Factors
6.
J Cell Biol ; 164(3): 353-9, 2004 Feb 02.
Article in English | MEDLINE | ID: mdl-14744999

ABSTRACT

Mitogen-activated protein kinase (MAPK) cascades can operate as bistable switches residing in either of two different stable states. MAPK cascades are often embedded in positive feedback loops, which are considered to be a prerequisite for bistable behavior. Here we demonstrate that in the absence of any imposed feedback regulation, bistability and hysteresis can arise solely from a distributive kinetic mechanism of the two-site MAPK phosphorylation and dephosphorylation. Importantly, the reported kinetic properties of the kinase (MEK) and phosphatase (MKP3) of extracellular signal-regulated kinase (ERK) fulfill the essential requirements for generating a bistable switch at a single MAPK cascade level. Likewise, a cycle where multisite phosphorylations are performed by different kinases, but dephosphorylation reactions are catalyzed by the same phosphatase, can also exhibit bistability and hysteresis. Hence, bistability induced by multisite covalent modification may be a widespread mechanism of the control of protein activity.


Subject(s)
Feedback, Physiological , MAP Kinase Signaling System/physiology , Mitogen-Activated Protein Kinases/metabolism , Animals , Enzyme Activation , Models, Theoretical , Phosphorylation
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