Harmful algal blooms are preceded by a predictable and quantifiable shift in the oceanic microbiome. - Mudge MC; Riffle M; Chebli G; Plubell DL; Rynearson TA; Noble WS; Timmins-Schiffman E; Kubanek J; Nunn BL (Nature communications, 2025)