Evidence map›Paper›PMID 34932551›Full record

ArticlePLoS computational biology2021

Optimal immune specificity at the intersection of host life history and parasite epidemiology.

Alexander E Downie, Andreas Mayer, C Jessica E Metcalf, Andrea L Graham

Abstract read
In one paragraph

Article in PLoS computational biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Article
  2. Design principles of the cytotoxic CD8Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Parasite defense covaries with reproductive timing, not with resistance.bioRxiv : the preprint server for biology · 2026
    Article
  4. Design principles of the cytotoxic CD8bioRxiv : the preprint server for biology · 2025
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Alexander E DownieDepartment of Ecology & Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America.ORCID 0000-0002-6743-620X
Andreas MayerLewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, New Jersey, United States of America.ORCID 0000-0002-6643-7622
C Jessica E MetcalfDepartment of Ecology & Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America.ORCID 0000-0003-3166-7521
Andrea L GrahamDepartment of Ecology & Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America.ORCID 0000-0002-6580-2755

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hosts diverge widely in how, and how well, they defend themselves against infection and immunopathology. Why are hosts so heterogeneous? Both epidemiology and life history are commonly hypothesized to influence host immune strategy, but the relationship between immune strategy and each factor has commonly been investigated in isolation. Here, we show that interactions between life history and epidemiology are crucial for determining optimal immune specificity and sensitivity. We propose a demographically-structured population dynamics model, in which we explore sensitivity and specificity of immune responses when epidemiological risks vary with age. We find that variation in life history traits associated with both reproduction and longevity alters optimal immune strategies-but the magnitude and sometimes even direction of these effects depends on how epidemiological risks vary across life. An especially compelling example that explains previously-puzzling empirical observations is that depending on whether infection risk declines or rises at reproductive maturity, later reproductive maturity can select for either greater or lower immune specificity, potentially illustrating why studies of lifespan and immune variation across taxa have been inconclusive. Thus, the sign of selection on the life history-immune specificity relationship can be reversed in different epidemiological contexts. Drawing on published life history data from a variety of chordate taxa, we generate testable predictions for this facet of the optimal immune strategy. Our results shed light on the causes of the heterogeneity found in immune defenses both within and among species and the ultimate variability of the relationship between life history and immune specificity.

Indexed as

Models, BiologicalParasitesParasitic DiseasesAnimalsBiological EvolutionHost-Parasite InteractionsHumansLongevityPopulation DynamicsReproduction

Identifiers

PMID34932551
PMCPMC8730424

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.