Symmetry in disease distribution implies that the occurrence of a disease is evenly spread across different segments of a population. For instance, if a particular illness affects men and women equally, it can be said to have a symmetric distribution by gender. Similarly, if a disease impacts all age groups in equal proportions, it displays age symmetry.