Peripheral blood samples were taken from NSCLC patients before nivolumab treatment and every 6-12 weeks from the patients who continued nivolumab treatment....The plasma levels of GM-CSF and Chitinase 3-like-1 before treatment were significant correlated with PFS (P= 0.005 and P= 0.007, respectively).