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Moreover, pathway-based strategies have enhanced the multi-omics data interpretation into a unified biological context, improving biomarker discovery and uncovering hidden regulatory networks, which are often missed in single data type-based studies

Standardization of measurement techniques, reporting of important patient characteristics such as disease severity, onset, and duration, as well as concomitant illnesses and medications, and additional studies in MCI would allow for better characterization of early biomarkers changes in different stages of cognitive impairment

Three clinical stages (phases) of acetaminophen-induced liver injury have been described

Yang H, Roberts LJ, Shi MJ, Zhou LC, Ballard BR, Richardson A, et al