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. 2022 Sep 28;56(20):14237–14248. doi: 10.1021/acs.est.2c01799

Figure 2.

Figure 2

Three-tiered framework. The tiered approach identifies hazards of real-world chemical mixtures with putative molecular key events (putative mKEs) of the sentinel species Daphnia. Using functional conservation of gene and metabolite networks, the framework enables the identification of targets of toxicity across species, guiding in vivo and in vitro validations of toxic effects in human models. The approach consists of three tiers: tier 1 is the nontargeted fingerprinting of real-world environmental mixtures and of the biological effects induced by these mixtures; tier 2 identifies putative mKEs responsive to chemical mixtures; tier 3 establishes associations between bioactive chemical components within the environmental mixtures characterized in tier 1 and putative mKEs identified in tier 2.