He(Neville) had not once mentioned his meeting with Harry, Ron and Hermione on the closed ward in St Mungo's and, taking their lead from him, they had kept quiet about it too.
Harry Potter and the Order of the Phoenix
I'm confused about the phrase "taking their lead from him". What would be the difference from "following his lead"? How should we understand it?