Although chiral symmetry is spontaneously broken in the vacuum, it is expected to be partially restored in nuclear matter. In our study, we propose theD mesons as probes to explore the chiral symmetry in nuclear matter. In the context of chiral partner structure, mass difference betweenD (0 − ) andD * 0 (0 + ) mesons comes from the breakdown of chiral symmetry. Hence, we investigate masses ofD meson andD * 0 meson, and spectral function forD * 0 meson in nuclear matter. Our calculation shows that one loop corrections toD andD * 0 meson masses do not provide significant differences from mean field level. In the spectral function forD * 0 meson channel, we find three peaks. First peak which corresponds to the resonance ofD * 0 meson is broadened by collisions with nucleons, and peak position shifts to left due to the partial restoration of chiral symmetry. Second peak is the threshold enhancement and remarkably enhanced as the density increases. Third peak is identified as the Landau damping. The appearance of these peaks provides future experiments with useful information of partial chiral restoration in nuclear matter.