How a well-adapted immune system is organized
arXiv:1407.6888 · doi:10.1073/pnas.1421827112
Abstract
The repertoire of lymphocyte receptors in the adaptive immune system protects organisms from diverse pathogens. A well-adapted repertoire should be tuned to the pathogenic environment to reduce the cost of infections. We develop a general framework for predicting the optimal repertoire that minimizes the cost of infections contracted from a given distribution of pathogens. The theory predicts that the immune system will have more receptors for rare antigens than expected from the frequency of encounters; individuals exposed to the same infections will have sparse repertoires that are largely different, but nevertheless exploit cross-reactivity to provide the same coverage of antigens; and the optimal repertoires can be reached via the dynamics of competitive binding of antigens by receptors, and selective amplification of stimulated receptors. Our results follow from a tension between the statistics of pathogen detection, which favor a broader receptor distribution, and the effects of cross-reactivity, which tend to concentrate the optimal repertoire onto a few highly abundant clones. Our predictions can be tested in high throughput surveys of receptor and pathogen diversity.
References in corpus (3)
Cited by in corpus (54)
- Hyperuniform States of Matter
- Hyperuniformity and its Generalizations
- Diversity of immune strategies explained by adaptation to pathogen statistics
- Designing Disordered Hyperuniform Two-Phase Materials with Novel Physical Properties
- Regulation of T cell expansion by antigen presentation dynamics
- Random Scalar Fields and Hyperuniformity
- How a well-adapting immune system remembers
- Stone-Wales Defects Preserve Hyperuniformity in Amorphous Two-Dimensional Materials
- Augmenting adaptive immunity: progress and challenges in the quantitative engineering and analysis of adaptive immune receptor repertoires
- Quantitative Immunology for Physicists
- Maximizing the information learned from finite data selects a simple model
- Early life imprints the hierarchy of T cell clone sizes
- The case for absolute ligand discrimination : modeling information processing and decision by immune T cells
- The size of the immune repertoire of bacteria
- Receptor crosstalk improves concentration sensing of multiple ligands
- Hidden Multiscale Order in the Primes
- New Tessellation-Based Procedure to Design Perfectly Hyperuniform Disordered Dispersions for Materials Discovery
- Disordered hyperuniformity in two-component non-additive hard disk plasmas
- Methodology to Construct Large Realizations of Perfectly Hyperuniform Disordered Packings
- Disordered multihyperuniformity derived from binary plasmas
- Theoretical Prediction of the Effective Dynamic Dielectric Constant of Disordered Hyperuniform Anisotropic Composites Beyond the Long-Wavelength Regime
- Multi-lineage evolution in viral populations driven by host immune systems
- Disordered Hyperuniform Quasi-1D Materials
- Dynamic Measure of Hyperuniformity and Nonhyperuniformity in Heterogeneous Media via the Diffusion Spreadability
- Limits on Inferring T-cell Specificity from Partial Information
- Optimized Large Hyperuniform Binary Colloidal Suspensions in Two Dimensions
- Extraordinary Optical and Transport Properties of Disordered Stealthy Hyperuniform Two-Phase Media
- The physicist's guide to one of biotechnology's hottest new topics: CRISPR-Cas
- Characterizing the Hyperuniformity of Ordered and Disordered Two-Phase Media
- Subdiffusive light transport in three-dimensional subrandom arrays
- A minimal statistical-mechanical model for multihyperuniform patterns in avian retina
- Hyperuniformity on spherical surfaces
- Hyperuniformity and conservation laws in non-equilibrium systems
- A scaling law from discrete to continuous solutions of channel capacity problems in the low-noise limit
- Hyperuniform Density Distributions of Brownian Particles via Designer External Potentials
- Dynamical properties of particulate composites derived from ultradense stealthy hyperuniform sphere packings
- Existence of Nonequilibrium Glasses in the Degenerate Stealthy Hyperuniform Ground-State Manifold
- Progress and open problems in evolutionary dynamics
- Trait-space patterning and the role of feedback in antigen-immunity coevolution
- Effective delocalization in the one-dimensional Anderson model with stealthy disorder
- Heterologous autoimmunity and prokaryotic immune defense
- Impact of Random Spatial Truncation and Reciprocal-Space Binning on the Detection of Hyperuniformity in Disordered Systems
- Quantifying when hyperuniformity of a many-particle system leads to uniformity across length scales
- Broad cross-reactivity of the T-cell repertoire achieves specific and sufficiently rapid target searching
- Understanding how T helper cells learn to coordinate effective immune responses through the lens of reinforcement learning
- Inferring traits of hyperuniformity from local structures via persistent homology
- Hyperuniformity of Weighted Particle Systems
- Affinity maturation for an optimal balance between long-term immune coverage and short-term resource constraints
- Spectral Leakage and Masking Effects in the Measurement of Hyperuniformity
- Hyperuniformity near jamming transition over a wide range of bidispersity
- Precise Determination of the Long-Time Asymptotics of the Diffusion Spreadability of Two-Phase Media
- Topological Defects, Inherent Structures, and Hyperuniformity
- Roles of repertoire diversity in robustness of humoral immune response
- The self-tuned sensitivity of circadian clocks