You are welcome. For further explanation consider the following graph:

A ← B ← C

The Bayesian Network gives you the following joint probability:

P(A,B,C)=P(A|B,C)*P(B|C)*P(C)

Here you see that P(A|B,C) for state A depends on state B and C