Subjects will be eligible for this study if they are about to start on a drug called nivolumab for lung cancer. Some patients' cancers respond to nivolumab but a majority of patients do not. To better determine which patients will most likely respond to nivolumab or not, the investigators are testing an assay that tests biopsy tissue to determine if the subject's tumor will likely respond to nivolumab.