['Gefitinib, an inhibitor of the epidermal growth factor receptor tyrosine kinase, induces radiographic regressions and symptomatic improvement in patients with non-small-cell lung cancer (NSCLC). Phase II trials suggested female sex and adenocarcinoma were associated with response. We undertook this analysis to identify additional clinical and pathologic features associated with sensitivity to gefitinib.', 'We reviewed medical records, pathologic material, and imaging studies of all 139 NSCLC patients treated on one of three consecutive studies of gefitinib monotherapy performed at our institution. We identified patients experiencing a major objective response and compared their clinical and pathologic features with the others. Univariate and multivariable analyses were performed on potential predictive features associated with sensitivity to gefitinib.', 'Of 139 patients, 21 (15%; 95% CI, 9% to 21%), experienced a partial radiographic response. Variables identified as significant in univariate analysis included adenocarcinoma versus other NSCLC (19% v 0%; P=.004), adenocarcinoma with bronchioloalveolar features versus other adenocarcinomas (38% v 14%; P<.001), never smoker status versus former/current (36% v 8%; P<.001), and Karnofsky performance status > or =80% versus < or =70% (22% v 8%; P=.03). Multivariable analysis revealed the presence of adenocarcinoma with any bronchioloalveolar features (P=.004) and being a never smoker (P=.006) were independent predictors of response.'] Do bronchioloalveolar pathologic subtype and smoking history predict sensitivity to gefitinib in advanced non-small-cell lung cancer?