In the second model, canonical coefficient values of tissue damage markers, ALT and AST also emerged as the top markers that could identify individuals with symptomatic malaria, whereas direct bilirubin and haptoglobin were the top damage markers associated with the distinction between asymptomatic malaria and uninfected controls (Fig 7C). Here, GPT is linked to malaria.