Before asking how disease operates, it is necessary to ask how it appears. Disease presents itself through patterns of expression: spatial distribution, temporal behavior, and relational imbalance. These patterns are often described after mechanisms are assumed, but they can be observed independently of mechanistic explanation. Biological form often reflects optimization under constraint rather than the accumulation of mechanistic detail, as exemplified by universal scaling relationships observed across biological systems [1].