The coexistence of autotrophic, methanotrophic, and heterotrophic metabolisms underscores the ecological versatility of these communities and their significant contributions to carbon and iron cycling in these deep-sea iron-rich ecosystems.
Abstract
Iron-rich microbial mats from the Lucky Strike Hydrothermal Field represent critical interfaces between geochemical energy sources and carbon cycling. While the taxonomic diversity of these mats has been explored in previous studies, their functional diversity and metabolic potential remain less understood. It is the aim of this study with an emphasized focus on carbon fixation and iron oxidation, using metagenomic sequencing and metabolic pathways analysis of microbial communities from four distinct iron-rich microbial mats (CAP, NTE, LL, Y3).
A total of 1,765 medium- to high-quality metagenome-assembled genomes were reconstructed, spanning 85 phyla and 739 families. Twenty-eight families were common across all sites, including two families of iron-oxidizing bacteria from
Mariprofundales
order. Site-specific families such as
Methanocomedenaceae
(Y3) and members of the phylum
Planctomycetota
(LL) were highlighted.
Beta-diversity analysis revealed a differentiation by site, with a marked taxonomic resemblance at CAP and NTE while those of Y3 and particularly LL were distinctly separated. Distance-based redundancy analysis highlighted the pivotal role of iron availability and substratum type in shaping microbial communities across sites.
Functional profiling analysis revealed distinct clustering by site, with variation primarily associated with autotrophic pathways, methanotrophy and anaerobic respiration. Prediction of potential metabolic pathways showed that inorganic carbon fixation pathways varied significantly among sites. Methanotrophy, mediated mainly by
Methanocomedenaceae
and
Methylomonadaceae
families, tended to be highest at Y3. Among metal oxidation pathways, iron oxidation emerged as the prevalent energy source across all sites. At the class level, contributions of
Gammaproteobacteria
and
Alphaproteobacteria
were dominant, except at Y3, where contribution of
Zetaproteobacteria
was comparable. At the family level,
Mariprofundaceae
was identified as a ubiquitous contributor across all sites. Sixty-five
Zetaproteobacteria
MAGs were reconstructed, most harboring the
cyc2
gene from cluster 1. Additionally, three
Ghiorsea
MAGs contained the
grc
gene cluster.
This study highlights the functional specialization of LSHF iron-rich microbial mats, driven by site-specific hydrothermal and mineralogical conditions. The distinct potential metabolic pathways and taxonomic diversity observed across sites reflect the influence of local environmental factors The coexistence of autotrophic, methanotrophic, and heterotrophic metabolisms underscores the ecological versatility of these communities and their significant contributions to carbon and iron cycling in these deep-sea iron-rich ecosystems.
Peatlands are the densest terrestrial carbon stocks, and iron is a key redox-active element that strongly influences microbial metabolism and carbon preservation. However, the role of microbial metabolic stratification and its coupling with geochemical factors, such as iron in governing carbon stability remain poorly understood. Here, we employed a metagenomic approach to investigate the vertical distribution of microbial communities and their functional potential in a subtropical Sphagnum multifibrosum peatland in Southwest China. By integrating genetic data with porewater geochemistry across a depth profile (0-60 cm), we identified a coherent tripartite microbial metabolic pattern. The aerobic surface layer (0–20 cm) was dominated by Pseudomonadota harbouring genes for labile carbon degradation and nitrogen fixation. The microaerophilic middle layer (20–40 cm), enriched with Acidobacteriota, was a hotspot for denitrification (narG, nirK) and sulfate reduction (dsrA). The anaerobic deep layer (40–60 cm) was characterized by Euryarchaeota and genes for methanogenesis (mcrA) and sulfur disproportionation (TST). Porewater Fe2+ concentrations were exceptionally high and strongly correlated with this stratification. Iron-reducing bacteria (Geobacter) linked carbon mineralization to the potential for re-stabilization via iron oxide formation. Plant community composition, specifically the shift from Sphagnum- to vascular plant-dominance, was a primary determinant of carbon quality and the resulting microbial functional network. Our findings provide a genomic blueprint for carbon transformation in peatlands, in which a tightly coupled plant-iron-microbe nexus shapes metabolic stratification and carbon sequestration potential. This integrative framework generates testable predictions about the stability of carbon stocks under disturbances such as vascular plant encroachment.
Tu Feng, Qing Zhao, Ying Shao et al.· Journal of Plant Ecology· 0 citations
Analysis revealed genes for metabolizing diverse carbohydrate sources, a complete ectoine synthesis cluster essential for halophily, and genes conferring tolerance to osmotic stress, low temperatures, and pH, underscoring its polyextremophilic capacity.
Ian Ariel Barbosa Nunes, Adan Rodrigues de Oliveira, Adonney Allan de Oliveira Veras et al.· Brazilian Journal of Microbi...· 0 citations
The El Tatio geothermal field is identified as a rich source of putative hydrolase-encoding genes for future biochemical and biotechnological exploration and expands current knowledge of microbial diversity and functional potential in high-altitude geothermal ecosystems.
Bernardita Valenzuela, Ignacio Navarrete-Diaz, Mayra Cayo et al.· International Journal of Mol...· 0 citations
A comprehensive genome‑resolved assessment of the taxonomic and functional diversity of the Lake Karum microbiome is provided and microbial taxa with the potential to drive key carbon, nitrogen, and sulfur cycling processes in a hypersaline lake are identified.
M. Macey, Velislava Ilieva, B. Stephens et al.· Environmental Microbiome· 0 citations
Viruses play a major role in regulating microbial community composition and activity, yet their diversity and host associations in anaerobic digestion (AD)—a complex biotechnological process converting organic waste into biogas—remain poorly characterized. Linking viral sequences to metabolically active hosts in such complex communities is particularly challenging. Here, we applied an integrative approach combining
13
C-stable isotope probing (SIP) with shotgun sequencing of viromes and microbiomes to identify and characterize viruses infecting the active formatotrophic guilds in batch AD microcosms.
Microcosms fed with
13
C-labeled formate as sole carbon source selectively enriched two primary formate-consuming guilds: hydrogenotrophic methanogens (Methanobacteriales, predominantly
Methanobacterium subterraneum
) and acetogenic bacteria (family Natronincolaceae, genus
Andreesenella
). From cross-assembly of six viromes on the one hand, and six
13
C-SIP microbiome fractions on the other, we assembled a catalogue of 2,368 vOTUs, of which 261 were selected for detailed analysis. The striking enrichment of vOTUs associated with methanogenic archaeal hosts, specifically in the heavy (
13
C-enriched) SIP fractions, contrasted with their near-absence in total viromes—demonstrates that DNA-SIP successfully resolved viruses of active formatotrophs at the viral community level. Novel viruses were identified for both primary guilds, including archaeal viruses of Methanobacteriales (family Anaerodiviridae and a possible novel family) and two
Andreesenella
viruses carrying diversity-generating retroelements. A provirus predicted to infect
Methanothrix
—a strictly acetoclastic methanogen—further illustrates the capacity of SIP-viromics to capture viral associations across trophic levels. Analysis of auxiliary viral genes (AVGs) revealed numerous defense-associated genes (
dcm
,
metK
,
queC
) and genuine metabolic AVG candidates, such as
cysH
(assimilatory sulfate reduction) and, a contiguous cluster including
uxe, galU
and
serB
(surface polysaccharide biosynthesis), which may influence on host metabolism.
This study demonstrates the power of SIP-viromics for resolving virus-host associations in complex anaerobic communities, linking viral diversity directly to metabolically active formatotrophic and methanogenic guilds. The identification of novel viral lineages infecting key AD microorganisms, combined with AVGs with potential consequences for carbon and sulfur cycling, provides a foundation for understanding the functional role of viruses in AD process performance.
Vuong Quoc Hoang Ngo, Caroline Talleu, François Enault et al.· Microbiome· 0 citations