In recent years there have been increasing applications of time-dependent density functional theory (TDDFT) to describe optical spectra and response of biomolecules, with implications for processes such as photosynthesis and radiation damage. In this talk I will discuss some of the successes and failures of currently available functional approximations, and challenges in designing accurate functionals for these processes.