The receptor tyrosine kinase-like orphan receptor 1 (ROR1) is expressed in hematopoietic and epithelial cancers but has limited expression on normal adult tissues. This phase 1 study evaluated the safety of targeting ROR1 with autologous T-lymphocytes engineered to express a ROR1 chimeric antigen receptor (CAR). Secondary objectives evaluated persistence, trafficking, and antitumor activity of CAR T cells. Twenty-one patients with ROR1+ tumors received CAR T cells at one of four dose levels (DL): 3.3x105/1x106/3.3x106/1x107 cells/kg, administered after lymphodepletion with Cyclophosphamide/Fludarabine (Cy/Flu) or Oxaliplatin/Cyclophosphamide (Ox/Cy). Cohort A included patients with chronic lymphocytic leukemia (CLL, n=3); cohort B included patients with triple-negative breast cancer (TNBC, n=10) or non-small-cell lung cancer (NSCLC, n=8). A second infusion was administered to one patient in cohort A with residual CLL in the marrow and three patients in cohort B with stable disease after first infusion. Treatment was well tolerated apart from one dose limiting toxicity at DL4 in a patient with advanced NSCLC. Two of the three (67%) CLL patients showed robust CAR T expansion and a rapid antitumor response. In patients with NSCLC and TNBC, CAR T cells expanded to variable levels, infiltrated tumor poorly, and one of eighteen patients (5.5%) achieved partial response by RECIST 1.1. ROR1 CAR T cells were well tolerated in most patients. Antitumor activity was observed in CLL but was limited in TNBC and NSCLC. Immunogenicity of the CAR and lack of sustained tumor infiltration were identified as limitations.