I would guess the "best" supplement would be the one that supplies the missing nutrient that is most seriously contributing to disease. Discussing a "best supplement" is meaningless without considering diet.

If you want to talk big picture, better to discuss the role of Iodine, Vitamins A and D as well as C in dietary needs of people. Broadly, you may want to look at fluoride as a candidate as well..........