Runes are, were, and remain magical symbols. Here are a few examples but the subject is far to complex to document here.
See also Symbolism in Overall Design
Additional References:
Nickel, Helmut. "Tamgas and Runes, Magic Numbers and Magic Symbols." Metropolitan Museum Journal, Vol. 8 (1973). JSTOR | PDF
