Supernova remnant (SNR) G106.3+2.7 was recently found to be one of the few potential Galactic hadronic PeVatrons. Aiming to test how solid the SNR is associated with the molecular clouds (MCs) that are thought to be responsible for hadronic interaction, we performed a new CO observation with the IRAM 30 m telescope toward its "belly" region, which is coincident with the centroid of the γ-ray emission. There is a filament structure in the local-standard-of-rest velocity interval −8 to −5 km s −1 that nicely follows the northern radio boundary of the SNR. We have seen asymmetric broad profiles of 12 CO lines, with widths of a few km s −1 , along the northern boundary and in the "belly" region of G106.3+2.7, but similar 12 CO line profiles are also found outside the SNR boundary. Further, the low 12 CO J= 2-1/J= 1-0 line ratios suggest the MCs are cool. Therefore, it is still uncertain whether the MCs are directly disturbed by the SNR shocks, but we do find some clues that the MCs are nearby and thus can still be illuminated by the escaped protons from the SNR. Notably, we find an expanding molecular structure with a velocity of ∼ 3.5 km s −1 and a velocity gradient of the MCs across the SNR from ∼ −3 to −7 km s −1 , which could be explained as the effect of the wind blown by the SNR's progenitor star.