Solange Peters, MD, PhD, discusses the successes and shortcomings of immunotherapy in patients with lung cancer; current challenges with defining resistance mechanisms to immunotherapy in this disease; and the potential applications of circulating tumor DNA monitoring in the early and metastatic disease settings.