 Plank, a Roman Catholic, grew up in Kensington, Maryland, a suburb of Washington D.C., the youngest of five brothers born to William and Jayne (née Harper) Plank.His father was a prominent Maryland land developer.His mother is a former mayor of Kensington, who went on to direct the Office of Legislative and Intergovernmental Affairs at the United States Department of State under President Ronald Reagan.