Non-linear relationships in cancer refer to interactions between various biological, environmental, and genetic factors that do not follow a simple, direct pattern. Unlike linear relationships where a change in one variable results in a proportional change in another, non-linear relationships can exhibit complex behaviors such as exponential growth, thresholds, and feedback loops.