The high induction of IL-6 in BRD infected calves is interesting as this cytokine has a documented strong association with respiratory disease in humans, with increased levels in serum positively associated with increased severity of COVID-19, respiratory syncytial virus, pneumonia and other chronic lung diseases [44–47]. Here, IL6 is linked to susceptibility to pneumonia measurement.