There was never any explanation given for Dan Briggs' departure.
William Windom who plays the drug dealer Alex Cresnic played 4 different characters in 4 seasons of Mission Impossible.
This was Martin Landau's first appearance in the series as Rollin Hand, credited as a full cast member.