The correlation analysis indicated a strong negative correlation between adenocarcinoma and altered PIK3CA, while a moderate correlation was noticed between time (days) to event (death) and former smokers (positive correlation) and never smokers (negative correlation). The gene discussed is PIK3CA; the disease is adenocarcinoma.