Litcius/Paper detail

Receptor Organization Determines the Limits of Single-Cell Source Location Detection

Sean D. Lawley, Alan E. Lindsay, Christopher E. Miles

2020Physical Review Letters24 citationsDOI

Abstract

Many types of cells require the ability to pinpoint the location of an external stimulus from the arrival of diffusing signaling molecules at cell-surface receptors. How does the organization (number and spatial configuration) of these receptors shape the limit of a cell's ability to infer the source location? In the idealized scenario of a spherical cell, we apply asymptotic analysis to compute splitting probabilities between individual receptors and formulate an information-theoretic framework to quantify the role of receptor organization. Clustered configurations of receptors provide an advantage in detecting sources aligned with the clusters, suggesting a possible multiscale mechanism for single-cell source inference.

Topics & Concepts

ReceptorBiological systemComputer scienceLimit (mathematics)Stimulus (psychology)InferencePhysicsSpatial organizationStatistical physicsBiologyMathematicsMathematical analysisArtificial intelligenceGeneticsEcologyPsychotherapistPsychologyGene Regulatory Network AnalysisReceptor Mechanisms and SignalingMonoclonal and Polyclonal Antibodies Research