First, we identified two central genes, CPS1 and SMS, that affect the prognosis of lung adenocarcinoma by stepwise multivariate Cox analysis and constructed a prognostic model associated with Arg and Pro metabolism. Here, SMS is linked to lung adenocarcinoma.