Ion channels and receptors in the cell membranes and internal membranes are often distributed in discrete clusters. One particularly well-studied example is the distribution of inositol 1,4,5-triphosphate receptors in the plasma membrane that controls the flux of Ca 2؉ from the endoplasmic reticulum into the cytosol. By using mathematical modeling, we show that channel clustering can enhance the cell's Ca 2؉ signaling capability. Furthermore, we predict optimal signaling cellular capability at cluster sizes and distances that agree with experimentally found values in Xenopus oocyte.channel dynamics ͉ Markov process ͉ noise R eceptors and ion channels play an important role in cellular homeostasis. They regulate electric membrane potentials and cell volume and turn on and off signaling cascades within the cell. Highly resolved fluorescent imaging and antibody labeling technology have revealed that the channel and receptor proteins are frequently not uniformly distributed over the membrane but rather form small clusters sometimes only on the nanometer scale (for a review see ref. 1). One possible mechanism that leads to clustering is based on the formation of microdomains of the lipid bilayer of the membrane. These microdomains, the socalled rafts (2), are more likely to bind specific proteins and form a, possibly moving, platform for protein trafficking, or signal relay stations for intracellular signaling. Other proposed mechanisms for clustering involve the cytoskeleton (3). Here, microtubules in the membrane undercoat anchor channels that otherwise would perform free motion through the cell membrane. As a result, m 2 -sized clusters of ion channels form on the axon of e.g., rat retinal ganglion cell. In recent work by Clay and Kuzirian (4-6) it has been discovered that potassium channels in the squid giant axon are clustered. Evidence has been presented that vesicles containing potassium channels are contacting the cluster sites and facilitate channel turnover.Clustering of chemotactic receptors on Escherichia coli has been shown to constrain sensitivity of signaling in response to receptor binding (7). Binding of the chemotactic receptor inactivates a downstream intracellular signaling pathway. If there is cooperativity between neighboring receptors, in the sense that an activated receptor in turn activates receptors in its neighborhood, it is clear that this cooperativity will enhance the response by increasing the change in number of activated receptors. If the numbers of receptors is limited, however, increasing spatial range of cooperation between the receptors (i.e., cluster sizes) increases the response to a small number of binding agonist but does not leave room for differential response to stimuli of different intensity. It has been proposed that distributions of receptors in clusters of variable sizes optimize the response to small stimuli and the sensitivity to signal amplitudes (7).We propose a different role for the clustering of receptors and ion channels in the membrane. We do not attempt to ans...