7 day dietary interventions: Participants will be resident at the clinical research facility at Hammersmith Hospital during each intervention week for 5 out of the 7 days and all food will be provided at the facility. At the weekends, participants will have to leave the unit but food will be provided for those two days so that the diet can be continued at home.