Branca and Thomson are never given much screen time, and Jackie Gleason and Frank Sinatra only put in cameos, but other historical figures become important parts of the story.
Early in the novel it is revealed that Nick Shay was in a juvenile detention center for murdering a man, but it is not until near the end of the book that we learn the details of his crime.