The diversity of relations among factors that may trigger epidemics reveals the existence of complex pathogenic systems. As the search for mono-causality or linear causality became unproductive, deciphering this complexity is a major issue. To explore these old issues with a new point of view, we introduced the main concepts issued from complexity and agent-based models. We then illustrated this reflection about complex pathogenic system with dengue fever modelling.