title: Calmodulin activation by calcium transients in the postsynaptic density of dendritic spines.
abstract: The entry of calcium into dendritic spines can trigger a sequence of biochemical reactions that begins with the activation of calmodulin (CaM) and ends with long-term changes to synaptic strengths. The degree of activation of CaM can depend on highly local elevations in the concentration of calcium and the duration of transient increases in calcium concentration. Accurate measurement of these local changes in calcium is difficult because the spaces are so small and the numbers of molecules are so low. We have therefore developed a Monte Carlo model of intracellular calcium dynamics within the spine that included calcium binding proteins, calcium transporters and ion channels activated by voltage and glutamate binding. The model reproduced optical recordings using calcium indicator dyes and showed that without the dye the free intracellular calcium concentration transient was much higher than predicted from the fluorescent signal. Excitatory postsynaptic potentials induced large, long-lasting calcium gradients across the postsynaptic density, which activated CaM. When glutamate was released at the synapse 10 ms before an action potential occurred, simulating activity patterns that strengthen hippocampal synapses, the calcium gradient and activation of CaM in the postsynaptic density were much greater than when the order was reversed, a condition that decreases synaptic strengths, suggesting a possible mechanism underlying the induction of long-term changes in synaptic strength. The spatial and temporal mechanisms for selectivity in CaM activation demonstrated here could be used in other signaling pathways.
authors.affiliation: The Salk Institute, Computational Neurobiology Laboratory, and Howard Hughes Medical Institute, La Jolla, California, United States of America. dkeller@salk.edu
authors.forename: Daniel X
authors.initials: DX
authors.lastname: Keller
authors.forename: Kevin M
authors.initials: KM
authors.lastname: Franks
authors.forename: Thomas M
authors.initials: TM
authors.lastname: Bartol
authors.forename: Terrence J
authors.initials: TJ
authors.lastname: Sejnowski
mesh_terms: D000200:Action Potentials; D002118:Calcium / Q000378:metabolism*; D015220:Calcium Channels / Q000378:metabolism; D020013:Calcium Signaling; D002135:Calcium-Binding Proteins / Q000378:metabolism; D002147:Calmodulin / Q000378:metabolism*; D003198:Computer Simulation; D049229:Dendritic Spines / Q000378:metabolism*; D004058:Diffusion; D019706:Excitatory Postsynaptic Potentials; D007202:Indicators and Reagents; D015640:Ion Channel Gating; D021962:Membrane Microdomains / Q000378:metabolism; D008954:Models, Biological; D050505:Mutant Proteins / Q000378:metabolism; D013569:Synapses / Q000378:metabolism*
chemical_list: D015220:Calcium Channels; D002135:Calcium-Binding Proteins; D002147:Calmodulin; D007202:Indicators and Reagents; D050505:Mutant Proteins; D002118:Calcium