After LASSO regression, several novel proteins were selected as having the strongest covariate-adjusted associations with percent emphysema and the largest incremental variance contributions in percent emphysema, namely WFDC1, protein FAM177A1, coagulation factor IX, syntenin 2, and uncharacterized protein C20orf173. This evidence concerns the gene SDCBP2 and pulmonary emphysema.