The present invention provides therapeutic, diagnostic, and prognostic methods for
cancer. The invention provides methods of treating a
cancer, methods of determining whether an individual having a
cancer is likely to respond to a treatment including an
immune checkpoint inhibitor (e.g., a PD-L1 axis binding
antagonist), methods of predicting responsiveness of an individual having a cancer to a treatment including an
immune checkpoint inhibitor (e.g., a PD-L1 axis binding
antagonist), methods of selecting a therapy for an individual having a cancer, methods of providing a prognosis for an individual having a cancer, and methods of monitoring a response of an individual having a cancer, based on a
blood tumor mutational burden (bTMB)
score or a maximum somatic
allele frequency (MSAF) from a sample (e.g., a
whole blood sample, a
plasma sample, a serum sample, or a combination thereof) from the individual.