Potentially any of those majors, but if you choose biology, you should make sure to take classes in biochemistry, biophysical chemistry, pharmacology, thermodynamics, etc. (which may be outside of your major) to get exposure to key concepts in drug design. The more quantitatively "grounded" you are in e.g. binding isotherms, etc. the easier this stuff is in grad school.