Evaluation of Blood TMB for the Efficacy of Atezolizumab [BUDDY]

Inclusion Criteria: 1. Signed Informed Consent Form 2. Ability to comply with protocol 3. Aged ≥ 18 years 4. Histologically or cytologically confirmed NSCLC that is locally advanced or metastatic (i.e., Stage IIIB not eligible for definitive chemoradiotherapy, Stage IV, or recurrent) NSCLC at the study enrollment 5. Disease progression during or following treatment with a prior platinum-containing regimen for NSCLC * Patients may have received one or more additional cytotoxic chemotherapy regimen. * Patients with epidermal growth factor receptor (EGFR) or anaplastic lymphoma kinase (ALK) genomic tumor aberrations should have disease progression on approved therapy for these aberrations prior to receiving atezolizumab. 6. Measurable disease, as defined by RECIST v1.1 Measurable disease is defined by the presence of at least one measurable lesion by RECIST v1.1 7. Eastern Cooperative Oncology Group (ECOG) performance status of 0 - 2 8. Life expectancy ≥ 12 weeks 9. Adequate hematologic and end organ function: * Absolute neutrophil count (ANC) ≥ 1.0 x 109/L * White blood cell (WBC) counts \> 2.5 x 109/L * Hemoglobin ≥ 8.0 g/dL * Total bilirubin ≤ 2.5 X upper limit of normal (ULN) Patients with known Gilbert's disease who have serum bilirubin level ≤ 3 x ULN may be enrolled. * Aspartate aminotransferase (AST), alanine transaminase (ALT), and alkaline phosphatase ≤ 2.5 × ULN, with the following exceptions: Patients with documented liver metastases: AST and ALT ≤ 5 × ULN Patients with documented liver or bone metastases: alkaline phosphatase ≤ 5 × ULN Exclusion Criteria: 1. Active or untreated central nervous system (CNS) metastases Patients with a history of treated CNS metastases that are asymptomatic are eligible 2. Malignancies other than NSCLC within 5 years prior to study enrollment, with the exception of those with a negligible risk of metastasis or death and treated with expected curative outcome (such as adequately treated carcinoma in situ of the cervix, basal or squamous cell skin cancer, localized prostate cancer treated with curative intent, or ductal carcinoma in situ treated surgically with curative intent) 3. Pregnant and lactating women • Women of childbearing potential should use effective contraception during treatment with atezolizumab and for at least 5 months following the last dose. 4. Significant cardiovascular disease, such as New York Heart Association cardiac disease (Class II or greater), myocardial infarction within 3 months prior to study enrollment 5. Patients with autoimmune disorder or a history of chronic or recurrent autoimmune disorder * Patients with a history of autoimmune-mediated hypothyroidism on a stable dose of thyroid replacement hormone may be eligible for this study. * Patients with controlled Type 1 diabetes mellitus on a stable insulin regimen may be eligible for this study. 6. Uncontrolled idiopathic pulmonary fibrosis or drug-induced pneumonitis 7. Treatment with systemic corticosteroids or other systemic immunosuppressive medications (including prednisone, dexamethasone, cyclophosphamide, azathioprine, methotrexate, thalidomide, and anti-tumor necrosis factor agents) within 2 weeks prior to study enrollment • Treatment with inhaled corticosteroid or megesterol acetate is permitted. 8. Patient with a known hypersensitivity to atezolizumab or any of the excipients