The updated parsimonious multivariable model for use during external validation comprised age, diabetes, COPD, ln(NT-pro-BNP), global longitudinal strain, myocardial infarction, and myocardial extracellular volume. This evidence concerns the gene NPPB and chronic obstructive pulmonary disease.