The UDF has been in the forefront of attempts to impeach Mr Mutharika over accusations that he used state money to set up his party and other charges of going against the constitution.
He disappeared from public view for a while but later resurfaced as a surprise presidential candidate for the UDF after President Bakili Muluzi failed in his bid to be allowed a third term.