We noticed a very strong correlation between PE extent (PAOI) and biomarkers (D-dimer and c-TnT) for the entire sample and for specific etiologies: AF, DVT, COPD, and COVID-19. This evidence concerns the gene TNNT2 and chronic obstructive pulmonary disease.