Explanation

The meeting was presided over by the Prime Minister.

The given sentence means the Prime Minister is in charge of the meeting.

'Presided over' is the second form of the phrasal verb 'preside over' which means to be in of something as a meeting or an organization.

So, 'over' is the correct option.