Evidence map›Paper›PMID 41307726›Full record

ArticleMicrobial ecology2025

Rare Phyla, Such as CPR and DPANN, Shape Ecosystem-Level Microbial Community Structure Dissimilarities.

Camilo M Ferreira, Diogo Burgos de Affonseca, Felipe A S Barbosa, Amanda B Campos, Rafael Menezes, Leonardo Brait, Pablo A B Viana, Amaro E Trindade-Silva, Miguel Loiola, Arthur R Azevedo and 9 more

Abstract read
In one paragraph

Article in Microbial ecology, 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

19 authors.

Camilo M FerreiraInstitute of Biology, Federal University of Bahia, Salvador, Brazil.
Diogo Burgos de AffonsecaInstitute of Biology, Federal University of Bahia, Salvador, Brazil.
Felipe A S BarbosaInstitute of Biology, Federal University of Bahia, Salvador, Brazil.
Amanda B CamposInstitute of Biology, Federal University of Bahia, Salvador, Brazil.
Rafael MenezesNational Institute of Interdisciplinary and Transdisciplinary Studies in Ecology and Evolution (IN-TREE), Salvador, Brazil.
Leonardo BraitInstitute of Biology, Federal University of Bahia, Salvador, Brazil.
Pablo A B VianaCenter for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Bahia, Brazil.
Amaro E Trindade-SilvaInstitute of Biology, Federal University of Bahia, Salvador, Brazil.
Miguel LoiolaInstitute of Biology, Federal University of Bahia, Salvador, Brazil.
Arthur R AzevedoInstitute of Mathematics, Federal University of Bahia, Salvador, Brazil.
Felipe H CoutinhoInstitut de Ciències del Mar (ICM), Consejo Superior de Investigaciones Científicas (CSIC), Barcelona, Spain.
Ana Paula A AssisDepartment of Genetics and Evolutionary Biology, Biosciences Institute, University of São Paulo, São Paulo, Brazil.
Thiago BruceDepartment of Cell Biology and Genetics, Biosciences Center, Federal University of Rio Grande do Norte, Natal, Brazil.
Pablo I P RamosCenter for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Bahia, Brazil.
Anderson AraCenter for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Bahia, Brazil.
Rose BrounsInstitute of Biodiversity, Faculty of Biological Sciences, Cluster of Excellence Balance of the Microverse, Friedrich Schiller University Jena, Jena, Germany.
Roberto F S AndradeInstitute of Physics, Federal University of Bahia, Salvador, Brazil.
Paulo R GuimarãesDepartment of Ecology, Biosciences Institute, University of São Paulo, São Paulo, Brazil.
Pedro Milet MeirellesInstitute of Biology, Federal University of Bahia, Salvador, Brazil. pmeirelles@ufba.br.

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico 114693/2022-6Coordenação de Aperfeiçoamento de Pessoal de Nível Superior 88887-468244-2019-00Instituto Serrapilheira Serra-1709-17818Ministerio de Ciencia e Innovación RYC2022-037094-I
6 · The paper itself

Abstract

Rare microbial lineages, such as members of the candidate phyla radiation (CPR) bacteria and Diapherotrites, Parvarchaeota, Aenigmarchaeota, Nanoarchaeota, and Nanohaloarchaeota (DPANN) archaea, are increasingly recognized as key components of microbial communities in natural systems. Yet, their global distribution, biogeographic patterns, and broader role in shaping microbial community structure across diverse ecosystems remain poorly characterized. Here, we analyzed 2860 metagenomes spanning nine ecosystems using a curated reference database and a bias-aware taxonomic filtering approach to quantify the richness, relative abundance, and structural influence of low-abundance microbial taxa on community structure across a wide range of ecosystems. Our findings reveal that rare taxa, primarily CPR and DPANN, disproportionately shape microbial community dissimilarities across global ecosystems. We observed that the richness of these two groups, that drives community structure variation, increases with latitude, peaking in temperate regions, thereby contrasting classical latitudinal diversity patterns and suggesting unique biogeographic drivers. CPR and DPANN were predominantly enriched in free-living environments, particularly groundwater and soil, then in host-associated habitats, consistent with niche specialization shaped by environmental filtering and dispersal constraints. These findings challenge abundance-centric assumptions in microbial ecology and highlight the need to integrate low-abundance taxa into macroecological frameworks. Fully resolving their ecological functions, however, will require targeted experimental and multi-omics investigations.

Indexed as

ArchaeaBacteriaMetagenomeMicrobiotaEcosystemGeographyGeologic SedimentsGroundwaterPhylogenyPlantsSoil MicrobiologyMetagenomeMicrobial dark matterMicrobial ecologyRare biosphere

Identifiers

PMID41307726
PMCPMC12662902

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

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.