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This is a narrative review synthesizing mechanistic hypotheses about lipid metabolism in endocrine resistance; it raises questions and proposes connections rather than presenting original empirical evidence or clinical outcomes.
Mechanistic in vitro study in cell lines with RNA sequencing showing ECT2's role in PTC proliferation and drug resistance; lacks in vivo validation, clinical trial data, or prospective patient outcomes.
Preclinical proof-of-concept study demonstrating a novel nanoplatform mechanism in cell and animal models, without human efficacy data or direct comparison to standard therapy.
A narrative review synthesizing mechanistic evidence and experimental findings on HIF-1α in cervical cancer progression, raising questions about therapeutic targets rather than reporting clinical trial outcomes or definitive clinical evidence.
In vitro mechanistic study using cell lines and machine learning on retrospective data; no clinical trial, no animal efficacy model, and no direct evidence of human benefit. Raises questions about shikonin's potential but does not answer them.
Retrospective single-center study of moderate size showing PET/CT parameters independently predict pathological complete response with improved model discrimination, but lacks prospective validation and external generalization.
Preclinical study demonstrating a novel nanomaterial design with in vitro and in vivo efficacy in cancer models, but lacking clinical translation, mechanistic validation in human tissue, or comparison to standard therapies.
Mechanistic study in cell and animal models identifying a pathway linking lactylation to drug tolerance, with clinical associations but no prospective clinical trial or intervention outcome data.