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I have several bumps on my chest and back without any real itching.

Yes, it is possible for a skin rash to be caused by an allergic reaction to a new product, supplement, or food that you have recently tried. If the rash does not improve within about a week after stopping contact with the allergen, it may be a good idea to consult a doctor for further evaluation and treatment.