Overall, 14 out of the 19 stability-selected proteins still had a significant effect on incident delirium in the training set (Supplementary Table 9); however, only the AREG and MSLN proteins were consistently selected in the dementia-free subcohort (selection frequency >0.5). The gene discussed is MSLN; the disease is dementia.