Marshes are wetlands known for providing major ecosystem services in terms of water quality and human activities. These ecosystem services are mainly provided by marshes' benthic community, composed of prokaryotes (bacteria and archaea) but also of eukaryotes (micro-eukaryotes and meiofauna). The aim of this study is to (1) assess the environmental parameters affecting benthic community composition in marshes, (2) highlight the associations between organisms from the three domains of life, and (3) determine the parameters controlling these associations. Hence, benthic communities of eight different marshes from three typologies (salted, brackish and freshwater) and four seasons (autumn 2020, spring 2021, summer 2021 and autumn 2021) were assessed. This study revealed three main drivers of community composition. First, salinity drives the community composition illustrated by the differences observed between the three typologies of marshes. Relative abundance of Nitrososphaeria, Halobacteria, Bacillariophyceae, Conoidasida and nematodes increased with salinity while methanogenic archaea, Chlorophyceae and copepod's relative abundance decreased. The second driver is the physical-chemistry of the site, particularly nutrients. The season is the last driver of community composition, seasonal pattern varying for each site within a typology. LEfSe analyses defined biomarkers of typology and season, among which many prokaryotes involved in the nitrogen cycle and photosynthetic micro-eukaryotes where present in different co-occurrence networks, highlighting the importance of nitrogen cycle in marshes. Co-occurrence networks revealed several connections between organisms of the three domains of life, particularly between prokaryotes and photosynthetic eukaryotes. This study illustrates thus the importance of holistic approaches in microbial ecology for revealing a comprehensive view of the whole microbial interactions occurring in complex ecosystems.
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