In our study, APOD, GPC3, and SERPINE1 were identified as the prognostic gene signatures linked to PANoptosis in STAD, based on which, RiskScore model was constructed with good robustness in predicting STAD patient prognosis. Here, APOD is linked to gastric adenocarcinoma.