Publications by authors named "Clara Ruiz-Gonzalez"

The ocean's mercury (Hg) content has tripled due to anthropogenic activities, and although the dark ocean (>200 m) has become an important Hg reservoir, concentrations of the toxic and bioaccumulative methylmercury (MeHg) are low and therefore very difficult to measure. As a consequence, the current understanding of the Hg cycle in the deep ocean is severely data-limited, and the factors controlling MeHg, as well as its transformation rates, remain largely unknown. By analyzing 52 globally distributed bathypelagic deep-ocean metagenomes and 26 new metatranscriptomes from the Malaspina Expedition, our study reveals the widespread distribution and expression of bacterial-coding genes and in the global bathypelagic ocean (∼4000 m depth).

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The osmotrophic uptake of dissolved organic compounds in the ocean is considered to be dominated by heterotrophic prokaryotes, whereas the role of planktonic eukaryotes is still unclear. We explored the capacity of natural eukaryotic plankton communities to incorporate the synthetic amino acid L-homopropargylglycine (HPG, analogue of methionine) using biorthogonal noncanonical amino acid tagging (BONCAT), and we compared it with prokaryotic HPG use throughout a 9-day survey in the NW Mediterranean. BONCAT allows to fluorescently identify translationally active cells, but it has never been applied to natural eukaryotic communities.

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Article Synopsis
  • Estuaries are incredibly productive ecosystems influenced by the mixing of freshwater and seawater, and bacterioplankton play a key role in carbon and energy fluxes as well as contaminant removal.
  • Research shows that while temperate estuaries exhibit salinity as a major factor affecting bacterioplankton dynamics, tropical estuaries like Nicoya's Gulf have significant seasonal variations in river discharge that impact salinity and consequently bacterial communities.
  • Findings indicate that during the rainy season, bacterial communities are more similar across different estuary zones due to increased connectivity from river flows, with distinct dominant groups observed in each season (Enterobacteriales and Cyanobacteria in dry, Alphaproteobacteria in rainy).
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Antarctic polynyas are highly productive open water areas surrounded by ice where extensive phytoplankton blooms occur, but little is known about how these surface blooms influence carbon fluxes and prokaryotic communities from deeper waters. By sequencing the 16S rRNA gene, we explored the vertical connectivity of the prokaryotic assemblages associated with particles of three different sizes in two polynyas with different surface productivity, and we linked it to the magnitude of the particle export fluxes measured using thorium-234 (Th) as particle tracer. Between the sunlit and the mesopelagic layers (700 m depth), we observed compositional changes in the prokaryotic communities associated with the three size-fractions, which were mostly dominated by , , and .

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Subterranean estuaries are biogeochemically active coastal sites resulting from the underground mixing of fresh aquifer groundwater and seawater. In these systems, microbial activity can largely transform the chemical elements that may reach the sea through submarine groundwater discharge (SGD), but little is known about the microorganisms thriving in these land-sea transition zones. We present the first spatially-resolved characterization of the bacterial assemblages along a coastal aquifer in the NW Mediterranean, considering the entire subsurface salinity gradient.

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  • AAP bacteria are prevalent in marine environments, yet their global diversity and distribution are not fully understood.
  • The study analyzed AAP communities from 113 ocean stations during the Malaspina Expedition, revealing that Halieaceae and specific Alphaproteobacteria are key players in these communities, which vary with environmental conditions.
  • AAP communities exhibit spatial structure and unique biogeographical patterns, largely shaped by selection processes rather than just dispersal, providing insights into their distribution in the surface ocean.
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The role of the Arctic Ocean ecosystem in climate regulation may depend on the responses of marine microorganisms to environmental change. We applied genome-resolved metagenomics to 41 Arctic seawater samples, collected at various depths in different seasons during the Tara Oceans Polar Circle expedition, to evaluate the ecology, metabolic potential and activity of resident bacteria and archaea. We assembled 530 metagenome-assembled genomes (MAGs) to form the Arctic MAGs catalogue comprising 526 species.

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Despite the relevance of submarine groundwater discharge (SGD) for ocean biogeochemistry, the microbial dimension of SGD remains poorly understood. SGD can influence marine microbial communities through supplying chemical compounds and microorganisms, and in turn, microbes at the land-ocean transition zone determine the chemistry of the groundwater reaching the ocean. However, compared with inland groundwater, little is known about microbial communities in coastal aquifers.

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Methane-oxidizing bacteria (MOB) present in the water column mitigate methane (CH) emissions from hydropower complexes to the atmosphere. By creating a discontinuity in rivers, dams cause large environmental variations, including in CH and oxygen concentrations, between upstream, reservoir, and downstream segments. Although highest freshwater methanotrophic activity is often detected at low oxygen concentrations, CH oxidation in well-oxygenated downstream rivers below dams has also been reported.

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Microbes associated with sinking marine particles play key roles in carbon sequestration in the ocean. The sampling of particle-attached microorganisms is often done with sediment traps or by filtration of water collected with oceanographic bottles, both involving a certain time lapse between collection and processing of samples that may result in changes in particle-attached microbial communities. Conversely, water filtration through submersible pumps allows a faster storage of sampled particles, but it has rarely been used to study the associated microbial communities and has never been compared to other particle-sampling methods in terms of the recovery of particle microbial diversity.

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Prokaryotes play a fundamental role in decomposing organic matter in the ocean, but little is known about how microbial metabolic capabilities vary at the global ocean scale and what are the drivers causing this variation. We aimed at obtaining the first global exploration of the functional capabilities of prokaryotes in the ocean, with emphasis on the under-sampled meso- and bathypelagic layers. We explored the potential utilization of 95 carbon sources with Biolog GN2 plates in 441 prokaryotic communities sampled from surface to bathypelagic waters (down to 4,000 m) at 111 stations distributed across the tropical and subtropical Atlantic, Indian, and Pacific oceans.

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Article Synopsis
  • Deep ocean microbial communities are significantly influenced by surface phytoplankton variations rather than deep-sea conditions alone, as shown in research across various oceanic regions.
  • Changes in bathypelagic prokaryotic communities and their activities correspond with the abundance of surface dinoflagellates and ciliates, linking surface productivity to deep-sea life.
  • Fast-sinking particles carry a greater impact from surface conditions to the bathypelagic zone, highlighting the connection between surface environments and deep-sea prokaryotic communities while revealing a distinct group of prokaryotes in the deep sea that are less influenced by surface processes.
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Background: The ocean microbiota modulates global biogeochemical cycles and changes in its configuration may have large-scale consequences. Yet, the underlying ecological mechanisms structuring it are unclear. Here, we investigate how fundamental ecological mechanisms (selection, dispersal and ecological drift) shape the smallest members of the tropical and subtropical surface-ocean microbiota: prokaryotes and minute eukaryotes (picoeukaryotes).

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  • AAP bacteria are a diverse group of prokaryotes found in various environments that can utilize organic matter and light for energy, specifically using bacteriochlorophyll a.
  • Research analyzed the diversity of AAPs in 10 temperate lakes, revealing that local conditions significantly affect community structure, with Limnohabitans being the dominant group.
  • Experimental changes in predation (rather than light) led to notable shifts in AAP communities, but these changes did not correlate strongly with AAP abundance, indicating that AAP diversity influences their ecological responses.
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Lake methane (CH ) emissions are largely controlled by aerobic methane-oxidizing bacteria (MOB) which mostly belong to the classes Alpha- and Gammaproteobacteria (Alpha- and Gamma-MOB). Despite the known metabolic and ecological differences between the two MOB groups, their main environmental drivers and their relative contribution to CH oxidation rates across lakes remain unknown. Here, we quantified the two MOB groups through CARD-FISH along the water column of six temperate lakes and during incubations in which we measured ambient CH oxidation rates.

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Aerobic methanotrophic bacteria (methanotrophs) use methane as a source of carbon and energy, thereby mitigating net methane emissions from natural sources. Methanotrophs represent a widespread and phylogenetically complex guild, yet the biogeography of this functional group and the factors that explain the taxonomic structure of the methanotrophic assemblage are still poorly understood. Here, we used high-throughput sequencing of the 16S rRNA gene of the bacterial community to study the methanotrophic community composition and the environmental factors that influence their distribution and relative abundance in a wide range of freshwater habitats, including lakes, streams and rivers across the boreal landscape.

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Experiments with bacteria in culture have shown that they often display "feast and famine" strategies that allow them to respond with fast growth upon pulses in resource availability, and enter a growth-arrest state when resources are limiting. Although feast responses have been observed in natural communities upon enrichment, it is unknown whether this blooming ability is maintained after long periods of starvation, particularly in systems that are energy limited like the bathypelagic ocean. Here we combined bulk and single-cell activity measurements with 16S rRNA gene amplicon sequencing to explore the response of a bathypelagic community, that had been starved for 1.

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Article Synopsis
  • Microbial taxa can be classified by their abundance and distribution patterns in different ocean environments, ranging from common (cosmopolitan) to rare (endemic) types.
  • Environmental factors such as productivity and temperature significantly influence the relative abundance of these taxa, shifting communities from dominant cosmopolitan species to rarer ones under specific conditions.
  • Expanding the study scope to include various marine habitats reveals that what appears rare in one context may become more common in another, highlighting the complexity of microbial community dynamics across different environments.
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  • * Using advanced sequencing techniques, researchers analyzed microbial communities associated with different particle sizes from various ocean depths during the Malaspina 2010 Expedition.
  • * Findings suggest that larger sinking particles are key in maintaining similarities in microbial communities between surface and deep ocean waters, influencing the composition and distribution of deep-sea microbial life.
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  • Freshwater bacterioplankton communities are shaped by materials and bacteria from their surrounding environment, but the specific effects of different terrestrial inputs are not well-studied.
  • Researchers investigated how soils from various tree species affect lake bacterial communities by adding five types of soils to lake water for six days.
  • The study found that while soil bacterial communities varied based on tree type, these differences did not translate into significant changes in the lake's bacterial structure; however, soil addition did increase metabolic activity in lake communities by 60%.
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  • The study investigates the role of bacterial seed banks in a boreal watershed's microbial communities, focusing on their spatial distribution across different environments (terrestrial, aquatic, phyllosphere).
  • It finds that only 13% of bacterial OTUs form a shared seed bank among terrestrial and aquatic communities, while phyllosphere bacteria appear to originate from a different source.
  • The research suggests that water flow influences the distribution of bacterial taxa, and that factors like rarity and growth rates might limit the overall size of this microbial seed bank.
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One of the major contemporary challenges in microbial ecology has been to discriminate the reactive core from the random, unreactive components of bacterial communities. In previous work we used the spatial abundance distributions of bacterioplankton across boreal lakes of Québec to group taxa into four distinct categories that reflect either hydrology-mediated dispersal along the aquatic network or environmental selection mechanisms within lakes. Here, we test whether this categorization derived from the spatial distribution of taxa is maintained over time, by analyzing the temporal dynamics of the operational taxonomic units (OTUs) within those spatially derived categories along an annual cycle in the oligotrophic lake Croche (Québec, Canada), and assessing the coherence in the patterns of abundance, occurrence, and environmental range of these OTUs over space and time.

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Streams are typically supersaturated in carbon dioxide (CO) and methane (CH), and are recognized as important components of regional carbon (C) emissions in northern landscapes. Whereas there is consensus that in most of the systems the CO emitted by streams represents C fixed in the terrestrial ecosystem, the pathways delivering this C to streams are still not well understood. We assessed the contribution of direct soil CO injection versus the oxidation of soil-derived dissolved organic C (DOC) and CH in supporting CO supersaturation in boreal streams in Québec.

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Aquatic bacterial communities harbour thousands of coexisting taxa. To meet the challenge of discriminating between a 'core' and a sporadically occurring 'random' component of these communities, we explored the spatial abundance distribution of individual bacterioplankton taxa across 198 boreal lakes and their associated fluvial networks (188 rivers). We found that all taxa could be grouped into four distinct categories based on model statistical distributions (normal like, bimodal, logistic and lognormal).

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Disentangling the mechanisms shaping bacterioplankton communities across freshwater ecosystems requires considering a hydrologic dimension that can influence both dispersal and local sorting, but how the environment and hydrology interact to shape the biogeography of freshwater bacterioplankton over large spatial scales remains unexplored. Using Illumina sequencing of the 16S ribosomal RNA gene, we investigate the large-scale spatial patterns of bacterioplankton across 386 freshwater systems from seven distinct regions in boreal Québec. We show that both hydrology and local water chemistry (mostly pH) interact to shape a sequential structuring of communities from highly diverse assemblages in headwater streams toward larger rivers and lakes dominated by fewer taxa.

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