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False positive hits at this stage could have led to errors in the hits obtained

S., Brcic, L., Sever, M., Klicek, R., Radic, B., Drmic, D., Ilic, S., Kolenc, D., Aralica, G., Safic, H., Suran, J., Barisic, I., Dzidic, S., Vrcic, H., & Sebecic, B

Effectively detect doxycycline in variable sample fields through simple fluorescence strategy using nitrogen doped carbon dots as probe

In addition, novel regulators such as RNA methylation enzymes (METTL3/14) that modulate GPX4 mRNA stability (176), or RhoA-mediated vascular remodeling that enhances iron leakage into subchondral bone ( Future research should leverage high-resolution single-cell or spatial omics, functional validation in cell-specific knockout models, and joint-region-targeted delivery systems to develop more personalized and mechanistically guided ferroptosis interventions