SynthesisFrontiers in microbiology2026
The dual role of Actinobacteria in aquaculture: a systematic review of metabolic benefits and detrimental effects.
Synthesis 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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Abstract
Introduction: Actinobacteria are ubiquitous and metabolically versatile members of aquatic microbiomes, yet their roles in aquaculture remain under-characterized compared with other microbial groups. This systematic review synthesizes current evidence on their functional duality in farmed fish systems, integrating both metabolic benefits and detrimental effects. Methods: Studies describing Actinobacterial isolates with at least one laboratory validation were systematically collected and critically evaluated. Methodological approaches were examined to distinguish Results: Only a minority of studies progressed beyond Discussion: These outcomes appear highly context-dependent and reflect ecological adaptations rather than intrinsic hazards. By consolidating evidence on both beneficial and detrimental traits, this review highlights the need for genome-resolved taxonomy and ecologically informed screening pipelines to guide the safe and effective integration of Actinobacteria into aquaculture.
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