ABO and COVID-19: Further, all genetic variants possibly linking proteins to COVID-19 had the highest effect estimates for severe COVID-19 (Supplementary Data 5), although a more sophisticated Bayesian approach as reported by the COVID-19 HGI classified variants at ABO to be most likely related to infectious susceptibility rather than severe COVID-1915.