I can think of two solutions. Neither is ideal:
1. Copy the parts with maths symbols. Make them into images. Put the images into the text at appropriate points.
(I often copy Greek quotations in texts, paste them into MS Paint, and save as a bitmap.)
2. Convert the entire text into a PDF, sized for the reader.