Evidence map›Paper›PMID 40397200›Full record

ArticleBulletin of mathematical biology2025

Inference of Pairwise Interactions from Strain Frequency Data Across Settings and Context-Dependent Mutual Invasibilities.

Thi Minh Thao Le, Sten Madec, Erida Gjini

Abstract read
In one paragraph

Article in Bulletin of mathematical biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Thi Minh Thao LeDepartment of Mathematics and Statistics, Masaryk University, Brno, Czech Republic.
Sten MadecInstitut Denis Poisson, University of Tours, Tours, France.
Erida GjiniCenter for Computational and Stochastic Mathematics, Instituto Superior Tecnico, Lisbon, Portugal. erida.gjini@tecnico.ulisboa.pt.ORCID http://orcid.org/0000-0002-0493-3102

Funding

Fundação para a Ciência e a Tecnologia 2022.03060.PTDC
6 · The paper itself

Abstract

We propose a method to estimate pairwise strain interactions from population-level frequencies across different endemic settings. We apply the framework of replicator dynamics, derived from a multi-strain SIS model with co-colonization, to extract from 5 datasets the fundamental backbone of strain interactions. In our replicator, each pairwise invasion fitness explicitly arises from local environmental context and trait variations between strains. We adopt the simplest formulation for multi-strain coexistence, where context is encoded in basic reproduction number

Indexed as

Microbial InteractionsModels, BiologicalPneumococcal InfectionsStreptococcus pneumoniaeBasic Reproduction NumberBrazilComputer SimulationCross-Sectional StudiesHumansIranMathematical ConceptsMozambiqueNepalSerogroup

Identifiers

PMID40397200
PMCPMC12095429

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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.