ArticleEnvironmental microbiome2023
Metagenomics and metabarcoding experimental choices and their impact on microbial community characterization in freshwater recirculating aquaculture systems.
Article in Environmental microbiome, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14 citing papers in PubMed.
- Comparison of a long-read amplicon sequencing approach to short-read amplicons for microbiome analysis.Microbiology spectrum · 2026Article
- Gut Microbiomes of Rainbow Trout and Atlantic Salmon: Nutritional Modulation, Mucosal Immunity, and Resistome Risk.Biology · 2026Review
- Integrated approaches for pathogen monitoring and shotgun metagenomic analysis in Atlantic salmon farming.Scientific reports · 2026Article
- The microbial community metabolic regime adapts to hydraulic disturbance in river-lake systems with high-frequency regulation.Environmental microbiome · 2025Article
- Comparison of a long-read amplicon sequencing approach to short-read amplicons for microbiome analysis.bioRxiv : the preprint server for biology · 2025Article
- Metagenomic biodiversity assessment within an offshore wind farm.Scientific reports · 2025Article
- Metagenomics reveals contrasted responses of microbial communities to wheat straw amendment in cropland and grassland soils.Scientific reports · 2025Article
- Advancing genetic improvement in the omics era: status and priorities for United States aquaculture.BMC genomics · 2025Review
- Article
- Impact of DNA extraction, PCR amplification, sequencing, and bioinformatic analysis on food-associated mock communities using PacBio long-read amplicon sequencing.BMC microbiology · 2024Article
- The buzz about honey-based biosurveys.npj biodiversity · 2024Review
- Isolation and characterization of cyanobacteria and microalgae from a sulfuric pond: Plant growth-promoting and soil bioconsolidation activities.AIMS microbiology · 2024Article
- Metagenomics: An Effective Approach for Exploring Microbial Diversity and Functions.Foods (Basel, Switzerland) · 2023Review
- Article
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4 authors.
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Abstract
backgroundMicrobial communities in recirculating aquaculture systems (RAS) play a role in system success, nutrient cycling, and water quality. Considering the increasing socio-economic role of fish farming, e.g., regarding food security, an in-depth understanding of aquaculture microbial communities is also relevant from a management perspective, especially regarding the growth, development, and welfare of the farmed animal. However, the current data on the composition of microbial communities within RAS is patchy, which is partly attributable to diverging method choices that render comparative analyses challenging. Therefore, there is a need for accurate, standardized, and user-friendly methods to study microbial communities in aquaculture systems.
resultsWe compared sequencing approach performances (3 types of 16S short amplicon sequencing, PacBio long-read amplicon sequencing, and amplification-free shotgun metagenomics) in the characterization of microbial communities in two commercial RAS fish farms. Results showed that 16S primer choice and amplicon length affect some values (e.g., diversity measures, number of assigned taxa or distinguishing ASVs) but have no impact on spatio-temporal patterns between sample types, farms and time points. This implies that 16S rRNA approaches are adequate for community studies. The long-read amplicons underperformed regarding the quantitative resolution of spatio-temporal patterns but were suited to identify functional services, e.g., nitrification cycling and the detection of pathogens. Finally, shotgun metagenomics extended the picture to fungi, viruses, and bacteriophages, opening avenues for exploring inter-domain interactions. All sequencing datasets agreed on major prokaryotic players, such as Actinobacteriota, Bacteroidota, Nitrospirota, and Proteobacteria.
conclusionThe different sequencing approaches yielded overlapping and highly complementary results, with each contributing unique data not obtainable with the other approaches. We conclude that a tiered approach constitutes a strategy for obtaining the maximum amount of information on aquaculture microbial communities and can inform basic research on community evolution dynamics. For specific and/or applied questions, single-method approaches are more practical and cost-effective and could lead to better farm management practices.
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