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A narrative review of preclinical evidence proposing a mechanistic theory (oxidative stress as pathophysiological core) and surveying diverse interventions without new primary data, clinical trials, or human outcome evidence.
Mechanistic study in cell culture identifying a putative regulatory axis; lacks clinical validation, patient outcomes, or prospective testing needed to support therapeutic claims.
Integrative multi-omics study with confirmatory survival analyses across multiple cohorts and mechanistic validation in TNBC cells and xenografts, but lacks clinical trial evidence and therapeutic efficacy data in vivo.
This is a consensus framework review proposing evidence-based criteria for selecting and validating zebrafish models of metabolic disease, intended to standardize research practice and improve translational reliability.
This is a narrative review synthesizing preclinical evidence and mechanistic hypotheses about taurine's role in metabolic disease, without reporting original clinical trial data or meta-analytic quantification of effect.
In vitro mechanistic study in a preadipocyte cell line with no animal or human validation; demonstrates differential effects on lipid accumulation and gene expression but lacks clinical relevance and independent replication.