What is the pain in only one finger joint? by Specialist Single finger joint pain, spontaneous is commonly seen in knuckle arthritis, trauma resulting in joint sprains, fractures, soft tissue injuries etc. A definitive diagnosis requires a CR examination of the knuckles.