For case study one, we used samples from a study that determined a loss of liver kinase B1 (LKB1) in circulating EVs isolated from lung recipients with chronic lung allograft dysfunction (Rahman, Ravichandran et al., 2022; Rahman, Ravichandran et al., 2023). The gene discussed is STK11; the disease is chronic lung allograft dysfunction.