ReviewFrontiers in immunology2019
Distributed Adaptive Search in T Cells: Lessons From Ants.
Review in Frontiers in immunology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
10 citing papers in PubMed, 25 citations in OpenAlex.
- Central T cell tolerance from sparse peptide sampling.Science advances · 2026Article
- Bigger is faster in the adaptive immune response.Scientific reports · 2025Article
- On the movement of the honeybee queen in the hive.Scientific reports · 2025Article
- Liver Environment-Imposed Constraints Diversify Movement Strategies of Liver-Localized CD8 T Cells.Journal of immunology (Baltimore, Md. : 1950) · 2022Article
- Spatially distributed infection increases viral load in a computational model of SARS-CoV-2 lung infection.PLoS computational biology · 2021Article
- The spatio-temporal control of effector T cell migration.Nature reviews. Immunology · 2021Review
- A New Method Based on the von Mises-Fisher Distribution Shows that a Minority of Liver-Localized CD8 T Cells Display Hard-To-Detect Attraction toFrontiers in bioinformatics · 2021Article
- Active Inferants: An Active Inference Framework for Ant Colony Behavior.Frontiers in behavioral neuroscience · 2021Article
- Migration of Cytotoxic T Lymphocytes in 3D Collagen Matrices.Biophysical journal · 2020Article
- Quorum sensing via dynamic cytokine signaling comprehensively explains divergent patterns of effector choice among helper T cells.PLoS computational biology · 2020Article
Corrections and comments
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Authors and funding
4 authors at 3 institutions in 1 country.
Funding
Abstract
There are striking similarities between the strategies ant colonies use to forage for food and immune systems use to search for pathogens. Searchers (ants and cells) use the appropriate combination of random and directed motion, direct and indirect agent-agent interactions, and traversal of physical structures to solve search problems in a variety of environments. An effective immune response requires immune cells to search efficiently and effectively for diverse types of pathogens in different tissues and organs, just as different species of ants have evolved diverse search strategies to forage effectively for a variety of resources in a variety of habitats. Successful T cell search is required to initiate the adaptive immune response in lymph nodes and to eradicate pathogens at sites of infection in peripheral tissue. Ant search strategies suggest novel predictions about T cell search. In both systems, the distribution of targets in time and space determines the most effective search strategy. We hypothesize that the ability of searchers to sense and adapt to dynamic targets and environmental conditions enhances search effectiveness through adjustments to movement and communication patterns. We also suggest that random motion is a more important component of search strategies than is generally recognized. The behavior we observe in ants reveals general design principles and constraints that govern distributed adaptive search in a wide variety of complex systems, particularly the immune system.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.