Among the validated associations total Bilirubin and length of ICU and IMC stay can be identified as hubs in the network with several validated associations to cytokines (IL-6, IL-8), lab values (INR) and critical patient-centered outcomes (complications, liver failure) (Fig. 4B, Appendix—Table A3). Here, IL6 is linked to liver failure.