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It might be worth your while to be checked again periodically for antinuclear antibodies that might indicate Lupus, because sometimes it can take years before it is diagnosed. I stress this, because lupus can cause fever, and with the fever being so long-standing, this is much more likely than a virus. Another thing which you apparently have NOT been tested for is monoclonal gammopathy, which can also cause small fiber neuropathy. Testing for that requires an immunofixation/electrophoresis of blood and urine. I have, unfortunately, both lupus and monoclonal gammopathy, as well as small fiber neuropathy with the symptoms you are describing. Like you, I do not have diabetis, either.
Another thing that can cause small fiber neuropathy sometimes is hypothyroidism. A few weeks ago I was finally diagnosed with that, too. And yet another thing that may cause this neuropathy is sleep apnea. Hypothyroidism can cause both obesity and sleep apnea. A study at http://www.nature.com/ijo/journal/v31/n2/fig_tab/0803418t1.html (International Journal of Obesity) showed that 26% of obese patients with sleep apnea had small fiber neuropathy. I am only mildly obese, but have sleep apnea, too. I guess my nerves just didn't have a prayer of a chance! I snored, but was convinced I did not have sleep apnea. It took a sleep study to prove it to me. It was at the severe level. At least now I am getting treatment for the hypothyroidism (Hashimoto's thyroiditis), and using a CPAP machine for the sleep apnea. The MGUS and lupus-CREST overlap syndrome are being monitored.
A word about thyroid testing. There has been an ongoing fight between the endocrinologists and the labs about what should be considered the normal range for TSH. If your TSH results come through with an asterisk, but within the stated range of normality on the lab form, it means that your results fall within what the lab considers normal, but not within what the Academy of Clinical Endocrinology considers normal. In that case, insist on a referral to a good endocrinologist! My diagnosis was delayed for at least 3 years because my primary care doctors were not informed on this matter! Had I been properly referred, from the start, I might not have gained so much weight, suffered so much lethargy, and developed sleep apnea. This doesn't even include the fact that the neuropathy might have been avoided.