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1. Gut Microbiomes of Freshwater Mussels (Unionidae) Are Taxonomically and Phylogenetically Variable across Years but Remain Functionally Stable

   https://doi.org/10.3390/microorganisms9020411  

   McCauley, Mark ; Chiarello, Marlène ; Atkinson, Carla L. ; Jackson, Colin R. ( February 2021 , Microorganisms)

   null (Ed.)

   Freshwater mussels perform essential ecosystem functions, yet we have no information on how their microbiomes fluctuate over time. In this study, we examined temporal variation in the microbiome of six mussel species (Lampsilis ornata, Obovaria unicolor, Elliptio arca, Fusconaia cerina, Cyclonaias asperata, and Tritogonia verrucosa) sampled from the same river in 2016 and 2019. We examined the taxonomic, phylogenetic, and inferred functional (from 16S rRNA sequences) facets of their microbiome diversity. Significant differences between the two years were identified in five of the six species sampled. However, not all species that exhibited a temporally variable microbiome were functionally distinct across years, indicating functional redundancy within the mussel gut microbiome. Inferred biosynthesis pathways showed temporal variation in pathways involved in degradation, while pathways involved in cellular metabolism were stable. There was no evidence for phylosymbiosis across any facet of microbiome biodiversity. These results indicate that temporal variation is an important factor in the assembly of the gut microbiomes of freshwater mussels and provides further support that the mussel gut microbiome is involved in host development and activity. 

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2. specificity: an R package for analysis of feature specificity to environmental and higher dimensional variables, applied to microbiome species data

   https://doi.org/10.1186/s40793-022-00426-0  

   Darcy, John L. ; Amend, Anthony S. ; Swift, Sean O. I. ; Sommers, Pacifica S. ; Lozupone, Catherine A. ( June 2022 , Environmental Microbiome)

   Understanding the factors that influence microbes’ environmental distributions is important for determining drivers of microbial community composition. These include environmental variables like temperature and pH, and higher-dimensional variables like geographic distance and host species phylogeny. In microbial ecology, “specificity” is often described in the context of symbiotic or host parasitic interactions, but specificity can be more broadly used to describe the extent to which a species occupies a narrower range of an environmental variable than expected by chance. Using a standardization we describe here, Rao’s (Theor Popul Biol, 1982. https://doi.org/10.1016/0040-5809(82)90004-1, Sankhya A, 2010. https://doi.org/10.1007/s13171-010-0016-3 ) Quadratic Entropy can be conveniently applied to calculate specificity of a feature, such as a species, to many different environmental variables.

   We present our R packagespecificityfor performing the above analyses, and apply it to four real-life microbial data sets to demonstrate its application. We found that many fungi within the leaves of native Hawaiian plants had strong specificity to rainfall and elevation, even though these variables showed minimal importance in a previous analysis of fungal beta-diversity. In Antarctic cryoconite holes, our tool revealed that many bacteria have specificity to co-occurring algal community composition. Similarly, in the human gut microbiome, many bacteria showed specificity to the composition of bile acids. Finally, our analysis of the Earth Microbiome Project data set showed that most bacteria show strong ontological specificity to sample type. Our software performed as expected on synthetic data as well.

   specificityis well-suited to analysis of microbiome data, both in synthetic test cases, and across multiple environment types and experimental designs. The analysis and software we present here can reveal patterns in microbial taxa that may not be evident from a community-level perspective. These insights can also be visualized and interactively shared among researchers usingspecificity’s companion package,specificity.shiny.

    

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3. The gut bacterial microbiome of the Threeridge mussel, Amblema plicata , varies between rivers but shows a consistent core community

   https://doi.org/10.1111/fwb.13905  

   Lawson, Lauren A. ; Atkinson, Carla L. ; Jackson, Colin R. ( March 2022 , Freshwater Biology)

   Freshwater mussels are important for nutrient cycling and ecosystem health as they filter feed on their surrounding water. This filter feeding makes these bivalves especially sensitive to conditions in their environment. Gut microbial communities (microbiomes) have been recognised as important to both host organism and ecosystem health; however, how freshwater mussel microbiomes are organised and influenced is unclear.

   In this study, the gut bacterial microbiome of Threeridge mussel,Amblema plicata, was compared across two river basins, five rivers, and nine local sites in the south‐eastern U.S.A. Mussel gut tissue was dissected, DNA extracted, and the microbiome characterised by high throughput sequencing of the V4 region of the 16S ribosomal RNA gene.

   Planctomycetes, Firmicutes, and Cyanobacteria were the most common bacterial phyla within the guts of all sampledA.plicata. However, the relative abundances of these major bacterial phyla differed between mussels sampled from different rivers and river basins, as did the relative abundance of specific bacterial operational taxonomic units (OTUs). Despite these differences, a core microbiome was identified across all mussels, with eight OTUs being consistent members of theA.plicatamicrobiome at all sites, the most abundant OTU identifying as a member of the family Planctomycetaceae. Geographic distance between sites was not correlated with similarity in the structure of the gut microbiome, which was more related to site physicochemistry.

   Overall, these results suggest that while physicochemical conditions affect the composition of transient bacteria in the Threeridge mussel gut microbiome, the core microbiome is largely unaffected, and a portion of theA.plicatamicrobiome is retained regardless of the river system.

   How long transient bacteria remain in the gut, and to what extent these transient microbes aid in host function is still unknown. Core microbiota have been found to aid in multiple functions within animal hosts, and within freshwater mussels this core microbiome may aid in nutrient processing and cycling. Therefore, it is important to look at both transient and core microbes when studying the structure of freshwater invertebrate microbiomes.

    

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4. Identifying potential drivers of distribution patterns of invasive Corbicula fluminea relative to native freshwater mussels (Unionidae) across spatial scales

   https://doi.org/10.1002/ece3.8737  

   Kelley, Taylor E. ; Hopper, Garrett W. ; Sánchez González, Irene ; Bucholz, Jamie R. ; Atkinson, Carla L. ( March 2022 , Ecology and Evolution)

   This study aimed to identify the importance of ecological factors to distribution patterns of the invasive Clam (Corbicula fluminea) relative to native mussels (family: Unionidae) across seven rivers within the Mobile and Tennessee basins, Southeast United States. We quantitatively surveyed dense, diverse native mussel aggregations across 20 river reaches and estimated mussel density, biomass, and species richness along with density of invasiveC.fluminea(hereafterCorbicula). We measured substrate particle size, velocity, and depth in quadrats where animals were collected. Additionally, we characterized reach scale environmental parameters including seston quantity and quality (% Carbon, % Nitrogen, % Phosphorous), water chemistry (ammonium [], soluble reactive phosphorous [SRP]), and watershed area and land cover. Using model selection, logistic regression, and multivariate analysis, we characterized habitat features and their association to invasiveCorbiculawithin mussel beds. We found thatCorbiculawere more likely to occur and more abundant in quadrats with greater mussel biomass, larger substrate size, faster water velocity, and shallower water depth. At the reach scale,Corbiculadensities increased where particle sizes were larger. Mussel richness, density, and biomass increased with watershed area. Water column increased at reaches with more urban land cover. No land cover variables influencedCorbiculapopulations or mussel communities. The strong overlapping distribution ofCorbiculaand mussels support the hypothesis thatCorbiculaare not necessarily limited by habitat factors and may be passengers of change in rivers where mussels have declined due to habitat degradation. WhetherCorbiculais facilitated by mussels or negatively interacts with mussels in these systems remains to be seen. Focused experiments that manipulate patch scale variables would improve our understanding of the role of species interactions (e.g., competition, predation, facilitation) or physical habitat factors in influencing spatial overlap betweenCorbiculaand native mussels.

    

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5. Invasion intensity influences scale-dependent effects of an exotic species on native plant diversity

   https://doi.org/10.1038/s41598-019-55165-z  

   Valone, Thomas J. ; Weyers, David P. ( December 2019 , Scientific Reports)

   Invasive plant species reduce the diversity of natives by altering habitats or disturbance regimes, but it is less clear whether they do so via competitive exclusion. Here, we show that invader abundance alters scale-dependent competitive effects of invasion on native plant richness. Large-seeded exotic annualErodium cicutariuminvaded a site that manipulated rodent granivores. The invader became dominant on all plots but attained its highest abundance on plots that removed rodents. Invasion reduced plant abundance but not evenness; site-wide richness did not change over time on control plots but declined significantly on rodent removal plots. Species-area relationships within plots changed differently with invasion intensity: slopes increased and y-intercepts decreased on control plots relative to rodent removal plots. Changes in species-area slopes and y-intercepts following invasion suggest that common rather than rare species were most strongly impacted at small spatial scales on control plots, while common and rare species were both negatively impacted at all spatial scales on rodent removal plots. Small-seeded species declined in abundance following invasion more so than large-seeded species, indicative of competitive interactions mediated by seed size. These results reveal variation in scale-dependent competitive effects of invasion on native richness associated with invasion intensity.

    

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