Evidence map›Paper›PMID 40456788›Full record

ArticleScientific reports2025

Variability in infection dynamics emerges from the interplay between unique host and pathogen characteristics.

Ruth Rodríguez-Pastor, Mario Garrido, Nadav Knossow, Naama Shahar, Ron Flatau, Hadas Hawlena

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Molecular surveillance ofInternational journal for parasitology. Parasites and wildlife · 2026
    Article
  3. Proteomic Analysis of Endothelial Activation Induced by AdultAnimals : an open access journal from MDPI · 2026
    Article
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

6 authors.

Ruth Rodríguez-Pastor *Mitrani Department of Desert Ecology, Swiss Institute for Dryland Environmental and Energy Research, The Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben-Gurion, Israel.
Mario Garrido *Mitrani Department of Desert Ecology, Swiss Institute for Dryland Environmental and Energy Research, The Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben-Gurion, Israel.
Nadav KnossowMitrani Department of Desert Ecology, Swiss Institute for Dryland Environmental and Energy Research, The Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben-Gurion, Israel.
Naama ShaharMitrani Department of Desert Ecology, Swiss Institute for Dryland Environmental and Energy Research, The Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben-Gurion, Israel.
Ron FlatauMitrani Department of Desert Ecology, Swiss Institute for Dryland Environmental and Energy Research, The Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben-Gurion, Israel.
Hadas HawlenaMitrani Department of Desert Ecology, Swiss Institute for Dryland Environmental and Energy Research, The Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben-Gurion, Israel. hadashaw@bgu.ac.il.

Funding

Israel Science Foundation 1391/15National Science Foundation-Binational Science Foundation award DEB-1813069
6 · The paper itself

Abstract

Variation in infection dynamics across host species can profoundly influence parasite epidemiology, ecology, and evolution. However, because experiments involving multiple hosts and multiple parasite species that capture the full infection dynamics within hosts are rare, the underlying mechanisms of host heterogeneity effects across different parasite species remain largely unknown. We dissected the specific roles of host and pathogen effects in shaping within-host infection dynamics using a model system comprising three coexisting rodent species from Israel's northwestern Negev Desert and their predominant bacterial pathogens, Bartonella krasnovii A2 and Mycoplasma haemomuris-like bacterium. To test whether the effects of host species heterogeneity on parasite dynamics mainly derive from host trait variation ("host trait variation hypothesis") or rather reflect a unique host-parasite interaction ("specific host-parasite interaction" hypotheses), we inoculated rodents of the three species (Gerbillus andersoni, G. pyramidum, and G. gerbillus) with either Bartonella or Mycoplasma and compared their infection dynamics during primary infection and upon reinfection. According to the "host trait variation" hypothesis, host heterogeneity effects would be consistent across parasite species. Supporting this hypothesis, both bacterial pathogens exhibited reduced performance in G. gerbillus compared to the other rodent species. However, consistent with the alternative "specific host-parasite interaction" hypothesis, all other aspects of the infection dynamics of these two pathogens exhibited varying trends across the three hosts, indicating the uniqueness of each pathogen-host interaction. Our findings support the notion that the variability in infection dynamics is not solely attributable to host heterogeneity, but rather emerges from the interplay between specific host characteristics and parasite traits. We discuss potential directions for future research to deepen our understanding of within-host dynamics in multispecies communities. We stress the necessity of analyzing each distinct host-parasite interaction independently when making inferences about community patterns based on infection dynamics within hosts until more experimental data on natural systems are accumulated.

Indexed as

BartonellaBartonella InfectionsGerbillinaeHost-Parasite InteractionsHost-Pathogen InteractionsMycoplasmaMycoplasma InfectionsAnimalsHost heterogeneityInfection dynamicsInoculationsMultiple hostsMultiple parasitesWithin-host dynamics

Identifiers

PMID40456788
PMCPMC12130457

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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.