Japanese restaurant chain Sukiya will temporarily shut nearly all of its roughly 2,000 branches after a rat was found in a miso soup and a bug in another meal, the company said Saturday.

A popular Japanese restaurant chain has closed nearly all of its 2,000 stores for cleaning this week, after a rat and a bug were found in its food. Sukiya, the country’s largest chain serving ...