Biological plausibility strengthens the case for causality by demonstrating that the association between exposure and outcome is consistent with existing biological and medical knowledge. This involves understanding the mechanisms through which an exposure might cause an outcome, such as identifying pathways, biomarkers, or intermediary processes that link the two.