Patients selected by only using CIN & HRD had significant improvement in OS (HR = 0.63; p= 0.03)….GES representing HRD and activation of HER2, EGFR and MAPK (each enriched in CIN) were associated with improved survival upon checkpoint blockade in advanced GEA patients.