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

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Institute of Biology Federal University of Bahia Salvador Brazil
Ferreira, Camilo M.;
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Institute of Biology Federal University of Bahia Salvador Brazil
de Affonseca, Diogo Burgos;
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Institute of Biology Federal University of Bahia Salvador Brazil
Barbosa, Felipe A. S.;
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Institute of Biology Federal University of Bahia Salvador Brazil
Campos, Amanda B.;
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National Institute of Interdisciplinary and Transdisciplinary Studies in Ecology and Evolution (IN-TREE) Salvador Brazil
Menezes, Rafael;
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Institute of Biology Federal University of Bahia Salvador Brazil
Brait, Leonardo;
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Center for Data and Knowledge Integration for Health (CIDACS) Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ) Salvador, Bahia Brazil
Viana, Pablo A. B.;
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Institute of Biology Federal University of Bahia Salvador Brazil
Trindade-Silva, Amaro E.;
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Institute of Biology Federal University of Bahia Salvador Brazil
Loiola, Miguel;
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Institute of Mathematics Federal University of Bahia Salvador Brazil
Azevedo, Arthur R.;
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Institut de Ciències del Mar (ICM) Consejo Superior de Investigaciones Científicas (CSIC) Barcelona Spain
Coutinho, Felipe H.;
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Department of Genetics and Evolutionary Biology, Biosciences Institute University of São Paulo São Paulo Brazil
Assis, Ana Paula A.;
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Department of Cell Biology and Genetics, Biosciences Center Federal University of Rio Grande do Norte Natal Brazil
Bruce, Thiago;
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Center for Data and Knowledge Integration for Health (CIDACS) Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ) Salvador, Bahia Brazil
Ramos, Pablo I. P.;
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Center for Data and Knowledge Integration for Health (CIDACS) Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ) Salvador, Bahia Brazil
Ara, Anderson;
GND
1389150194
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Institute of Biodiversity, Faculty of Biological Sciences, Cluster of Excellence Balance of the Microverse Friedrich Schiller University Jena Jena Germany
Brouns, Rose;
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Institute of Physics Federal University of Bahia Salvador Brazil
Andrade, Roberto F. S.;
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Department of Ecology Biosciences Institute, University of São Paulo São Paulo Brazil
Guimarães, Paulo R.;
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Institute of Biology Federal University of Bahia Salvador Brazil
Meirelles, Pedro Milet

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.

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