Summary Understanding the living cell as a system of interconnected components is one of the key contemporary challenges. This is a complex problem, in which different types of functional interactions play a role, each operating across multiple distinct scales. How do functional interactions emerge from the topology of the physical interaction network? To investigate this we explore scale independent descriptions of the topology of the physical protein-protein and protein-DNA interaction networks in yeast.