Extensive data mining uncovers novel diversity among members of the rare biosphere within the Thermoplasmatota

Abstract Background Rare species, especially of the marine sedimentary biosphere, have long been overlooked owing to the complexity of sediment microbial communities, their sporadic temporal and patchy spatial abundance, and challenges in cultivating environmental microorganisms. In this study, we c...

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Main Authors: Mara D. Maeke, Xiuran Yin, Lea C. Wunder, Chiara Vanni, Tim Richter-Heitmann, Samuel Miravet-Verde, Hans-Joachim Ruscheweyh, Shinichi Sunagawa, Jenny Fabian, Judith Piontek, Michael W. Friedrich, Christiane Hassenrück
Format: Article
Language:English
Published: BMC 2025-07-01
Series:Microbiome
Online Access:https://doi.org/10.1186/s40168-025-02140-8
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author Mara D. Maeke
Xiuran Yin
Lea C. Wunder
Chiara Vanni
Tim Richter-Heitmann
Samuel Miravet-Verde
Hans-Joachim Ruscheweyh
Shinichi Sunagawa
Jenny Fabian
Judith Piontek
Michael W. Friedrich
Christiane Hassenrück
author_facet Mara D. Maeke
Xiuran Yin
Lea C. Wunder
Chiara Vanni
Tim Richter-Heitmann
Samuel Miravet-Verde
Hans-Joachim Ruscheweyh
Shinichi Sunagawa
Jenny Fabian
Judith Piontek
Michael W. Friedrich
Christiane Hassenrück
author_sort Mara D. Maeke
collection DOAJ
description Abstract Background Rare species, especially of the marine sedimentary biosphere, have long been overlooked owing to the complexity of sediment microbial communities, their sporadic temporal and patchy spatial abundance, and challenges in cultivating environmental microorganisms. In this study, we combined enrichments, targeted metagenomic sequencing, and extensive data mining to uncover uncultivated members of the archaeal rare biosphere in marine sediments. Results In protein-amended enrichments, we detected the ecologically and metabolically uncharacterized class Candidatus Penumbrarchaeia within the phylum Thermoplasmatota. By screening more than 8000 metagenomic runs and 11,479 published genome assemblies, we expanded the phylogeny of Ca. Penumbrarchaeia by 3 novel orders. All six identified families of this class show low abundance in environmental samples characteristic of rare biosphere members. Members of the class Ca. Penumbrarchaeia were predicted to be involved in organic matter degradation in anoxic, carbon-rich habitats. All Ca. Penumbrarchaeia families contain high numbers of taxon-specific orthologous genes, highlighting their environmental adaptations and habitat specificity. Besides, members of this group exhibit the highest proportion of unknown genes within the entire phylum Thermoplasmatota, suggesting a high degree of functional novelty in this class. Conclusions In this study, we emphasize the necessity of targeted, data-integrative approaches to deepen our understanding of the rare biosphere and uncover the functions and metabolic potential hidden within these understudied taxa. Video Abstract
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spelling doaj-art-bc7dfb5a2a5f4cea8fff4140340138782025-08-20T03:37:38ZengBMCMicrobiome2049-26182025-07-0113112310.1186/s40168-025-02140-8Extensive data mining uncovers novel diversity among members of the rare biosphere within the ThermoplasmatotaMara D. Maeke0Xiuran Yin1Lea C. Wunder2Chiara Vanni3Tim Richter-Heitmann4Samuel Miravet-Verde5Hans-Joachim Ruscheweyh6Shinichi Sunagawa7Jenny Fabian8Judith Piontek9Michael W. Friedrich10Christiane Hassenrück11Microbial Ecophysiology Group, Faculty of Biology/Chemistry, University of BremenMicrobial Ecophysiology Group, Faculty of Biology/Chemistry, University of BremenMicrobial Ecophysiology Group, Faculty of Biology/Chemistry, University of BremenMARUM – Center for Marine Environmental Sciences, University of BremenMicrobial Ecophysiology Group, Faculty of Biology/Chemistry, University of BremenDepartment of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH ZurichDepartment of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH ZurichDepartment of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH ZurichBiological Oceanography, Leibniz Institute for Baltic Sea Research Warnemünde (IOW)Biological Oceanography, Leibniz Institute for Baltic Sea Research Warnemünde (IOW)Microbial Ecophysiology Group, Faculty of Biology/Chemistry, University of BremenBiological Oceanography, Leibniz Institute for Baltic Sea Research Warnemünde (IOW)Abstract Background Rare species, especially of the marine sedimentary biosphere, have long been overlooked owing to the complexity of sediment microbial communities, their sporadic temporal and patchy spatial abundance, and challenges in cultivating environmental microorganisms. In this study, we combined enrichments, targeted metagenomic sequencing, and extensive data mining to uncover uncultivated members of the archaeal rare biosphere in marine sediments. Results In protein-amended enrichments, we detected the ecologically and metabolically uncharacterized class Candidatus Penumbrarchaeia within the phylum Thermoplasmatota. By screening more than 8000 metagenomic runs and 11,479 published genome assemblies, we expanded the phylogeny of Ca. Penumbrarchaeia by 3 novel orders. All six identified families of this class show low abundance in environmental samples characteristic of rare biosphere members. Members of the class Ca. Penumbrarchaeia were predicted to be involved in organic matter degradation in anoxic, carbon-rich habitats. All Ca. Penumbrarchaeia families contain high numbers of taxon-specific orthologous genes, highlighting their environmental adaptations and habitat specificity. Besides, members of this group exhibit the highest proportion of unknown genes within the entire phylum Thermoplasmatota, suggesting a high degree of functional novelty in this class. Conclusions In this study, we emphasize the necessity of targeted, data-integrative approaches to deepen our understanding of the rare biosphere and uncover the functions and metabolic potential hidden within these understudied taxa. Video Abstracthttps://doi.org/10.1186/s40168-025-02140-8
spellingShingle Mara D. Maeke
Xiuran Yin
Lea C. Wunder
Chiara Vanni
Tim Richter-Heitmann
Samuel Miravet-Verde
Hans-Joachim Ruscheweyh
Shinichi Sunagawa
Jenny Fabian
Judith Piontek
Michael W. Friedrich
Christiane Hassenrück
Extensive data mining uncovers novel diversity among members of the rare biosphere within the Thermoplasmatota
Microbiome
title Extensive data mining uncovers novel diversity among members of the rare biosphere within the Thermoplasmatota
title_full Extensive data mining uncovers novel diversity among members of the rare biosphere within the Thermoplasmatota
title_fullStr Extensive data mining uncovers novel diversity among members of the rare biosphere within the Thermoplasmatota
title_full_unstemmed Extensive data mining uncovers novel diversity among members of the rare biosphere within the Thermoplasmatota
title_short Extensive data mining uncovers novel diversity among members of the rare biosphere within the Thermoplasmatota
title_sort extensive data mining uncovers novel diversity among members of the rare biosphere within the thermoplasmatota
url https://doi.org/10.1186/s40168-025-02140-8
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