TOKYO—Japan's Fair Trade Commission raided offices of seven auto parts makers as part of a spreading investigation into suspected price fixing on items such as windshield wipers and radiators.

The companies raided include industry leaders like Denso Corp., which is affiliated with Toyota Motor Corp., and Calsonic Kansei Corp., 40.6% owned by Nissan Motor Co.

The...