I would definitely suggest getting an x-ray or MRI done. I've suffered lower back pain all my life due to my scoliosis. Paying attention to my posture makes a big difference for me and on days where there is a bad flare up, i use a cold pack to ease the pain and bring down any inflammation. Treatment options are a lot easier to find once you know for sure what is causing it. All the best.