We investigate mass modifications of scalar, pseudo-scalar, vector, and axial-vector mesons in nuclear matter in a unified way within the three-flavor extended Linear Sigma Model (eLSM). Nuclear matter is constructed by the two-flavor Parity Doublet Model (PDM) at one loop of the nucleon together with meson mean fields. As a result, we find masses of all mesons except pion, kaon, the lightest scalar-isoscalar meson, ρ meson, and ω meson are reduced in nuclear matter. Also, our results suggest that the value of chiral invariant mass (M0) should be M0 ≈ 0.8 GeV.