Evidence map›Paper›PMID 40796904›Full record

ArticleMicrobiome2025

What lurks in the dark? An innovative framework for studying diverse wild insect microbiota.

Karol H Nowak, Emily Hartop, Monika Prus-Frankowska, Mateusz Buczek, Michał R Kolasa, Tomas Roslin, Otso Ovaskainen, Piotr Łukasik

Abstract read
In one paragraph

Article in Microbiome, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

8 authors.

Karol H NowakInstitute of Environmental Sciences, Faculty of Biology, Jagiellonian University, Kraków, Poland. karol.hubert.nowak@doctoral.uj.edu.pl.
Emily HartopDepartment of Natural History, NTNU University Museum, Norwegian University of Science and Technology, NO-7491, Trondheim, Norway.
Monika Prus-FrankowskaInstitute of Environmental Sciences, Faculty of Biology, Jagiellonian University, Kraków, Poland.
Mateusz BuczekInstitute of Environmental Sciences, Faculty of Biology, Jagiellonian University, Kraków, Poland.
Michał R KolasaInstitute of Environmental Sciences, Faculty of Biology, Jagiellonian University, Kraków, Poland.
Tomas RoslinEcosystems and Environment Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland.
Otso OvaskainenDepartment of Biological and Environmental Science, Faculty of Mathematics and Science, University of Jyväskylä, Jyväskylä, Finland.
Piotr ŁukasikInstitute of Environmental Sciences, Faculty of Biology, Jagiellonian University, Kraków, Poland. p.lukasik@uj.edu.pl.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSymbiotic microorganisms can profoundly impact insect biology, including their life history traits, population dynamics, and evolutionary trajectories. However, microbiota remain poorly understood in natural insect communities, especially in 'dark taxa'-hyperdiverse yet understudied clades.

resultsHere, we implemented a novel multi-target amplicon sequencing approach to study microbiota in complex, species-rich communities. It combines four methodological innovations: (1) To establish a host taxonomic framework, we sequenced amplicons of the host marker gene (COI) and reconstructed barcodes alongside microbiota characterisation using 16S-V4 rRNA bacterial gene amplicons. (2) To assess microbiota abundance, we incorporated spike-in-based quantification. (3) To improve the phylogenetic resolution for the dominant endosymbiont, Wolbachia, we analysed bycatch data from the COI amplicon sequencing. (4) To investigate the primary drivers of host-microbe associations in massive multi-dimensional datasets, we performed Hierarchical Modelling of Species Communities (HMSC). Applying this approach to 1842 wild-caught scuttle flies (Diptera: Phoridae) from northern Sweden, we organised them into 480 genotypes and 186 species and gained unprecedented insights into their microbiota. We found orders-of-magnitude differences in bacterial abundance and massive within-population variation in microbiota composition. Patterns and drivers differed among microbial functional categories: the distribution and abundance of facultative endosymbionts (Wolbachia, Rickettsia, Spiroplasma) were shaped by host species, genotype, and sex. In contrast, many other bacterial taxa were broadly distributed across species and sites.

conclusionsThis study highlights facultative endosymbionts as key players in insect microbiota and reveals striking variations in distributional patterns of microbial clades. It also demonstrates the power of integrative sequencing approaches in uncovering the ecological complexity and significance of symbiotic microorganisms in multi-species natural communities. Video Abstract.

Indexed as

BacteriaDipteraMicrobiotaAnimalsDNA, BacterialHost Microbial InteractionsPhylogenyRNA, Ribosomal, 16SSequence Analysis, DNASymbiosisWolbachiaDNA, BacterialRNA, Ribosomal, 16SArthropodsEndosymbiosisHierarchical Modelling of Species CommunitiesHMSCHolobiontJoint species distribution modelsMicrobiomeNext-generation sequencing

Identifiers

PMID40796904
PMCPMC12341219

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.