ArticleFrontiers in microbiology2026
Temporal microbiome dynamics and fish health-associated dysbiosis in freshwater aquarium systems: a case study from River Wonders Singapore.
Article in Frontiers in microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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6 authors.
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Abstract
Introduction: Aquarium systems are engineered yet biologically dynamic ecosystems where microbial communities underpin nutrient cycling, organic matter decomposition and water quality regulation. These processes directly affect aquatic animal health. Methods: This study conducted a two-month time series analysis of waterborne microbiomes across six freshwater exhibits at River Wonders, Singapore, using 16S rRNA gene sequencing. Exhibits were categorized as "Healthy" (LM, MJ, EE) or "Stressed" (P, MJR, RG) based on fish health, and as indoor or semi-indoor/outdoor by system design. Results and discussion: Temporal fluctuations in microbial composition and diversity were evident over time, with distinct profiles between indoor and semi-indoor/outdoor. Potential opportunistic or pathogenic genera, including
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