This multicentre study demonstrates that plasma endostatin at ICU admission was independently associated with AKI, RRT need, and 90-day mortality in critically ill COVID-19 patients after adjusting for age, sex, CRP and creatinine. The gene discussed is COL18A1; the disease is acute kidney injury.