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Arthritis is common and it most often comes with age. There are very effective anti-inflammatories that you can get through your vet that work wonders to return normal function to the joints.
I think that you need to see the vet for a diagnosis and to discuss your treatment options.
Please let me know if you have more questions about this topic. I fear that my answer might be too broad.