The Human Genome Project has altered the view and practice of biology and has led to several paradigm changes in systems biology, and predictive and preventive medicine. I will discuss these changes and consider the analysis of two biological systems: galactose metabolism in yeast, and sea urchin development, using integrative systems approaches.