This document provides methods and materials involved in the early detection of lung cancer (e.g., small cell lung cancer). For example, this document provides methods and materials for assessing nucleic acid obtained from a blood sample of a human for a CpG methylation site profile that, at least in part, indicates that the human has lung cancer (e.g., small cell lung cancer).