In young supernova remnants (SNRs), the study of the interaction between the shock waves and the inhomogeneous interstellar medium is a key element in understanding the SNR evolution, cosmic-ray acceleration, and multi-wavelength emission. In particular, TeV gamma-ray and synchrotron X-ray bright SNRs have been considered good candidates for an efficient cosmic-ray accelerator via shock-cloud interaction (Sano et al. 2013, 2015). In the SNR RX J1713.7-3946, we performed imaging and spectral analysis of the Suzaku X-rays and compared it with the interstellar gas distribution (Sano et al. 2010, 2013, 2015). The shock interaction with dense gas clumps enhances turbulence and magnetic fields up to mG around the clumps, which was observed as limb-brightening of the synchrotron X-rays and hard spectra with photon indexes of less than 2.4. Moreover, turbulence and magnetic field amplifications may promote an additional acceleration of cosmic-ray electrons. By contrast, the synchrotron X-rays also become bright toward diffuse gas regions due to the high shock velocity. In this talk, we introduce recent results and future prospects of shock-cloud interaction in the young SNRs and interstellar gas.