Pathways of immune-mediated neurodegeneration. In the inside-out model, immune-mediated damage leads to direct neuronal damage or axonal loss. As a result, myelin degenerates. In the outside-in model, as a result of direct attack on myelin, axons are vulnerable to damage by, for example, reactive oxygen species (ROS), leading to neuronal damage and degeneration.