The group, which will also feature a number of Stoke City supporters and former midfielder Liam Lawrence, will walk from Hillsborough to the bet365 Stadium.
The 55-mile trek will raise money for the Pulmonary Hypertension Association.
To sponsor the group visit www.justgiving.com/fundraising/peaks4pha