There are many conditions in dogs that can cause pain or difficulty when walking. Most pups who become acutely lame are likely to have a soft tissue injury or sprain, and others can have certain orthopedic problems such as a torn cruciate ligament in the knee. However, there are certain neurologic conditions that can cause weakness, pain, or even paralysis.