TY - JOUR
T1 - Receptor crosstalk improves concentration sensing of multiple ligands
AU - Carballo-Pacheco, Martín
AU - Desponds, Jonathan
AU - Gavrilchenko, Tatyana
AU - Mayer, Andreas
AU - Prizak, Roshan
AU - Reddy, Gautam
AU - Nemenman, Ilya
AU - Mora, Thierry
N1 - Publisher Copyright:
© 2019 American Physical Society.
PY - 2019/2/26
Y1 - 2019/2/26
N2 - Cells need to reliably sense external ligand concentrations to achieve various biological functions such as chemotaxis or signaling. The molecular recognition of ligands by surface receptors is degenerate in many systems, leading to crosstalk between ligand-receptor pairs. Crosstalk is often thought of as a deviation from optimal specific recognition, as the binding of noncognate ligands can interfere with the detection of the receptor's cognate ligand, possibly leading to a false triggering of a downstream signaling pathway. Here we quantify the optimal precision of sensing the concentrations of multiple ligands by a collection of promiscuous receptors. We demonstrate that crosstalk can improve precision in concentration sensing and discrimination tasks. To achieve superior precision, the additional information about ligand concentrations contained in short binding events of the noncognate ligand should be exploited. We present a proofreading scheme to realize an approximate estimation of multiple ligand concentrations that reaches a precision close to the derived optimal bounds. Our results help rationalize the observed ubiquity of receptor crosstalk in molecular sensing.
AB - Cells need to reliably sense external ligand concentrations to achieve various biological functions such as chemotaxis or signaling. The molecular recognition of ligands by surface receptors is degenerate in many systems, leading to crosstalk between ligand-receptor pairs. Crosstalk is often thought of as a deviation from optimal specific recognition, as the binding of noncognate ligands can interfere with the detection of the receptor's cognate ligand, possibly leading to a false triggering of a downstream signaling pathway. Here we quantify the optimal precision of sensing the concentrations of multiple ligands by a collection of promiscuous receptors. We demonstrate that crosstalk can improve precision in concentration sensing and discrimination tasks. To achieve superior precision, the additional information about ligand concentrations contained in short binding events of the noncognate ligand should be exploited. We present a proofreading scheme to realize an approximate estimation of multiple ligand concentrations that reaches a precision close to the derived optimal bounds. Our results help rationalize the observed ubiquity of receptor crosstalk in molecular sensing.
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U2 - 10.1103/PhysRevE.99.022423
DO - 10.1103/PhysRevE.99.022423
M3 - Article
C2 - 30934315
AN - SCOPUS:85062456677
SN - 2470-0045
VL - 99
JO - Physical Review E
JF - Physical Review E
IS - 2
M1 - 022423
ER -