Leveraging the Cancer Genome Atlas (TCGA) dataset, we stratified gastric cancer patients into N0–N3 categories and identified a core set of molecules, including ABCA6, DCLK1, and ADCYAP1, whose expression is tightly linked to LN metastasis. Here, ADCYAP1 is linked to gastric cancer.