Maximum likelihood and the single receptor

Robert G. Endres, Ned S. Wingreen

Research output: Contribution to journalArticle

70 Scopus citations

Abstract

The accuracy by which biological cells sense chemical concentration is ultimately limited by the random arrival of particles at the receptors by diffusion. This fundamental physical limit is generally considered to be the Berg-Purcell limit. Here we derive a lower limit by applying maximum likelihood to the time series of receptor occupancy. The increased accuracy stems from solely considering the unoccupied time intervals-disregarding the occupied time intervals as these do not contain any information about the external particle concentration, and only decrease the accuracy of the concentration estimate. Receptors which minimize the bound time intervals achieve the highest possible accuracy. We discuss how a cell could implement such an optimal sensing strategy by absorbing or degrading bound particles.

Original languageEnglish (US)
Article number158101
JournalPhysical review letters
Volume103
Issue number15
DOIs
StatePublished - Oct 7 2009

All Science Journal Classification (ASJC) codes

  • Physics and Astronomy(all)

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