De Bruyne, who is vaccinated, scored for Belgium in their World Cup qualifying draw with Wales on Tuesday.
“The symptoms will be minor hopefully,” said City manager Pep Guardiola.
“As soon as possible, he can come back. We do not worry about what we are going to miss. The person is more important. We have to help him and hope it goes well while he's isolated.”