“…Rather multiple biomarkers, including serum bilirubin, serum aspartate aminotransferase and antibodies to viral antigen, are considered. While the assessment of multiple parameters is most often approached qualitatively [45], algorithmic approaches to formally evaluated multiple endpoints (i.e., multivariate analyses) have been explored in the past [41]. With the advent of 'omic' technologies allowing the simultaneous measurements of tens to thousands of endpoints, multivariate analysis has led to the concept of the 'signature', wherein a specific algorithmic evaluation of a defined, multiple endpoint becomes the biomarker [46].…”