3. Infectious causes of joint pain Infectious joint pain, soreness, stiffness and swelling are caused by an infectious agent such as viruses, bacteria, or fungi. 4. Degenerative and autoimmune-related causes of joint pain This is a condition in which the protective cartilage that protects the tops...