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The key is to treat optimization like an experiment measure, adjust, and let your physiology guide the protocol changes (if any)

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The pattern we see repeatedly: researchers who follow manufacturer-provided 'standard protocols' without understanding the mechanistic constraints end up with inconsistent results across trials

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138 The interaction between CST1 and GPX4 improves the stability of GPX4 protein and reduces the intracellular ROS, thus inhibiting ferroptosis