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The Sampson formula showed the highest accuracy, 80.8%, at 2 h postprandially, followed by Friedewald, MartinHopkins, and Vujovic formulas (Figure 3E)

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Future research should focus on translating these findings into clinical practice through the development of targeted nutritional interventions and pharmacological agents that modulate key metabolic and signaling pathways