How does cardiovascular disease increase the risk of severe illness and death from COVID-19?

Initial investigation into COVID-19 focused on its respiratory effects, but a more recent report describes serious cardiovascular complications in people with pre-existing heart disease. How does this underlying condition increase risk for these people?