The CBI on Sunday evening arrested Delhi Deputy Chief Minister Manish Sisodia in connection with alleged corruption in the formulation and implementation of the now-scrapped liquor policy for 2021-22 after nearly eight hours of questioning during which his answers were not found satisfactory, officials said.