While we showed in trauma patients that ΔRIPK3 was associated with ARDS developing after 48 h, future studies with serial RIPK3 measurements may provide more granular detail of the time-varying relationship of RIPK3 and ARDS during early critical illness to allow for more robust causal inference. This evidence concerns the gene RIPK3 and acute respiratory distress syndrome.