T-cell Receptor Is a Threshold Detector: Sub- and Supra-Threshold Stochastic Resonance in TCR-MHC Clusters on the
László Bene1, Miklós Bagdány2, László Damjanovich1
1Department of Surgery, Faculty of Medicine, University of Debrecen, 4032 Debrecen, Hungary.
Entropy (Basel, Switzerland)
|March 25, 2022
Summary
Stochastic resonance in major histocompatibility molecule clusters is enhanced by adaptive thresholding. This process encodes transmembrane signals, offering insights for optimizing cancer therapies like chimeric antigen receptors.
Area of Science:
- Immunology
- Biophysics
- Computational Biology
Background:
- Major histocompatibility molecules (MHC) and T-cell receptors (TCR) are crucial for adaptive immunity.
- Cellular signaling relies on complex molecular interactions and threshold dynamics.
- Stochastic resonance (SR) is a phenomenon where noise enhances signal detection.
Purpose of the Study:
- To extend the understanding of stochastic resonance in MHC clusters.
- To apply suprathreshold stochastic resonance (SSR) as a model for transmembrane signaling.
- To explore SSR's potential in optimizing molecular prostheses for cancer therapy.
Main Methods:
- Detailed description of adaptive thresholding in MHC clusters.
- Application of suprathreshold stochastic resonance (SSR) to model signal transduction.
- Analysis of TCR structure and kinetic-segregation models.
- Comparison of SSR with Förster Resonance Energy Transfer (FRET).
Main Results:
- SSR acts as a stochastically quantizing encoder for transmembrane signals downstream of MHC and TCR.
- Adaptive thresholding mirrors the TCR's noncognate-cognate dichotomy and kinetic-segregation model.
- MHC and TCR clusters are proposed as sites for temporal signal encoding via SSR.
- An analogy is drawn between FRET and SSR for information transfer, with overlap integrals paralleling mutual information.
Conclusions:
- Suprathreshold stochastic resonance provides a framework for understanding transmembrane signaling in immune cells.
- This framework offers potential optimization strategies for engineered immunotherapies, such as chimeric antigen receptors (CARs).
- The information transfer mechanisms of SSR and FRET share mathematical parallels, highlighting conserved principles in biological energy and signal transfer.
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