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A multi-omics analysis incorporated mRNA, miRNA, lncRNA and methylation data, utilizing an innovative clustering approach using 10 distinct machine learning methods to develop risk prediction models and identify potential biomarkers

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Andersson, S., Saebe-Larssen, S., Lambertsson, A., Merriam, J

The accumulation of lipid peroxides and the reduction of protective factors like GPX4 may reflect a maladaptive response to prolonged metabolic stress rather than a primary initiating event

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[DOI] [PMC free article] [PubMed] [Google Scholar] 15.Wegmller R., Tay F., Zeder C., Brni M., Hurrell R.F