Circulating tumor DNA (ctDNA) can detect primary resistance to immunotherapy in patients with lung cancer. In the first stage of this phase 2 trial, we evaluated 50 patients with advanced non-small cell lung cancer who received standard of care pembrolizumab to determine ctDNA response and its concordance with imaging.