It did not become a problem for me until I started washing my hands and using hand sanitizer multiple times a day. Aging may also be a factor. Glossy pages are also worse than 'normal' paper. (e.g., I do not tend to have this problem when reading normal books, but do when reading children's picture books.)

I don't know if any of that was useful information :-)

EDIT: Typo