Regarding analytical parameters, those patients who developed HF had worse renal function, lower oxygen saturation, higher CRP, D-dimer, leukocytes, glycemia, potassium, and procalcitonin values, as well as lower pH values, lower platelet count or hypoalbuminemia more frequently (Supplementary Table S1). This evidence concerns the gene CRP and Hypoalbuminemia.