“…Out of the 55 studies, 40 were single-center (72.7%) ( 6 , 9 , 17 – 23 , 25 , 27 , 28 , 30 – 32 , 34 , 36 , 38 , 42 , 43 , 45 – 50 , 52 , 53 – 55 , 58 , 60 – 66 ) and seven were multicenter cohorts (12.7%) ( 15 , 26 , 37 , 44 , 51 , 56 , 59 ); the remaining eight studies did not specify the number of centers (14.6%) ( 7 , 16 , 24 , 29 , 33 , 35 , 41 , 57 ). Most of the studies ( n = 46; 83.6%) investigated the associations between abnormal BC markers and changes with COVID-19 outcomes such as ICU admission, disease severity, length of hospital stay (LOS), mechanical ventilation (MV), and death ( 6 , 7 , 15 – 25 , 28 , 30 – 34 , 36 – 38 , 40 – 43 , 45 – 49 , 50 , 52 – 54 , 56 – 62 , 66 ).…”