Spermophobe

This is one of my favorite words. Know why? It has nothing to do with men.

It means one who fears of germs

I couldn't find spermophobe at dictionary.com, but I did find spermophobia, which is the root word. 

If you're looking for that thing related to men:

spermatophobia

noun

a fear of the emission of semen, esp. involuntary