Studies demonstrate that growth in nodule size and solid components correlates strongly with EGFR mutations, with EGFR-mutated patients exhibiting more complex imaging findings like higher rates of vacuole or honeycomb signs in lung adenocarcinoma [46]. The gene discussed is EGFR; the disease is lung adenocarcinoma.