Do you capitalize the disease Multiple Sclerosis when used in the middle of a sentence?

Yes, "Multiple Sclerosis" should be capitalized even when used in the middle of a sentence because it is a proper noun referring to a specific disease. Proper nouns, which include the names of diseases, are always capitalized regardless of their position in a sentence.