Disclosed are methods and compositions for delivering a therapeutic agent to target organs or tissues, such as brain. The methods and compositions use bone marrow stem cells, monocytes, macrophages or microglial cells to deliver the therapeutic agent associated with nanoparticles to the target organ or tissue.