Methods of use, formulations, and devices for delivering therapeutic drugs locally to the region of the spleen are described herein. A method for treating sepsis and other inflammatory disease conditions can include inserting a drug delivery system inside the body, advancing the device to the spleen through the splenic artery, splenic vein or other blood vessel adjacent to the splenic nerves, or within a ligament associated with the spleen, such as the splenorenal or gastrosplenic ligaments.