Evidence map›Paper›PMID 42474711›Full record

ArticleMicrobial ecology2026

Beyond Dominant Symbionts: Low-Abundance Taxa Govern Microbial Network Topology in Sympatric Ticks.

Francisco J Márquez, Y Perez-Llano, S A Sánchez-Carrión, M De Rojas, A Caruz

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Article in Microbial ecology, 2026. 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

5 authors.

Francisco J MárquezDepartment of Animal Biology, Vegetal Biology and Ecology, Faculty of Experimental Sciences, Universidad de Jaén, 23071, Jaén, Spain. jmarquez@ujaen.es.ORCID http://orcid.org/0000-0002-1450-6235
Y Perez-LlanoDepartment of Animal Biology, Vegetal Biology and Ecology, Faculty of Experimental Sciences, Universidad de Jaén, 23071, Jaén, Spain.ORCID http://orcid.org/0000-0002-0254-2239
S A Sánchez-CarriónDepartment of Microbiology and Parasitology, Faculty of Pharmacy, University of Sevilla, Profesor García González 2, 41012, Sevilla, Spain.ORCID http://orcid.org/0009-0001-3443-075X
M De RojasDepartment of Microbiology and Parasitology, Faculty of Pharmacy, University of Sevilla, Profesor García González 2, 41012, Sevilla, Spain.ORCID http://orcid.org/0000-0002-4710-796X
A CaruzDepartment of Experimental Biology, Faculty of Experimental Sciences, Universidad de Jaén, 23071, Jaén, Spain.ORCID http://orcid.org/0000-0002-5788-7840

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ticks are obligate hematophagous arthropods and major vectors of diverse bacterial, parasitic, and viral pathogens. They host complex microbial communities that critically influence their biology, fitness, and interactions with pathogens. Using 16 S rRNA gene amplicon sequencing at the amplicon sequence variant (ASV) resolution combined with co-occurrence network analysis, we characterized the bacterial communities of questing adult ticks collected in the Cazorla, Segura y Las Villas Natural Park (Jaén, Spain). A total of 83 adult ticks (27 males and 56 females) representing six sympatric species, Dermacentor marginatus (n = 39), Haemaphysalis punctata (n = 9), H. sulcata (n = 15), Hyalomma lusitanicum (n = 7), Ixodes ricinus s. l. (n = 2), and Rhipicephalus bursa (n = 11), were analyzed. After stringent quality filtering, 3.77 million high-quality reads were recovered and resolved into 407 ASVs. Due to the inherent resolution limits of the V3-V4 region for species-level discrimination, taxonomic assignments were conservatively consolidated at the genus level (101 bacterial genera). Across all tick species, the bacteriome was heavily dominated by Pseudomonadota (98.6%), with species-specific differences primarily driven by variation in obligate symbionts. Coxiella-associated ASVs predominated in multiple tick species, whereas H. lusitanicum exhibited strong dominance by Francisella and secondary representation of Candidatus Midichloria. Alpha and beta diversity analyses revealed distinct compositional patterns shaped by host identity, with lower dispersion observed in D. marginatus and R. bursa, and greater variability among Hyalomma and Haemaphysalis individuals. Spearman-based co-occurrence network analysis indicated a highly cooperative and modular structure (> 98% positive correlations) across tick species. Notably, dominant endosymbionts (Coxiella, Rickettsia, and Francisella) occupied peripheral or weakly connected positions within the networks. In contrast, ecological connectivity was governed by a distinct set of low-abundance taxa, including Roseomonas, Friedmanniella, Methylobacterium, Sphingomonas, Aureimonas, Conexibacter, Marmoricola, Mycobacterium, and Nocardioides, which acted as central hubs bridging network modules, a topology robustly validated by an independent, composition-aware (SparCC) reanalysis within the D. marginatus cohort. These comparative findings demonstrate a functional decoupling between abundance and connectivity in tick microbiomes, highlighting how the "rare microbiome" can drive the topological organization and potential stability of microbial communities across sympatric host species.

Indexed as

BacteriaIxodidaeMicrobiotaSymbiosisTicksAnimalsDNA, BacterialFemaleMalePhylogenyRNA, Ribosomal, 16SSpainSympatryDNA, BacterialRNA, Ribosomal, 16S16S rRNA gene sequencingAndalusiaEcological networksIxodidaeMicrobiomeRare microbiomeTicks

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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.