In elderly patients with massive PE, high serum cTnI at admission and the development of thrombocytopenia after thrombolysis are strong predictors of in‐hospital mortality, while a history of cancer or cardiovascular disease predicts higher long‐term mortality. This evidence concerns the gene TNNI3 and cancer.