This eChalk talk will explore the possibilities and challenges in the analysis and interpretation of multiplex cytokine data in the context of non-clinical safety studies. The focus of the discussion will be on strategies to improve the application of multiplex analysis to obtain a better understanding of adverse immune events or immunotoxicity in non-clinical models.