SLC16A4 and lung carcinoma: In this study, we established a lung cancer diagnostic model based on serum proteomic data using four machine learning algorithms (nnet, glmnet, sgboost, and svm) and further analyzed the role of the key protein SLC16A4 in lung cancer.