A thin layer of Shoe Goo or a similar epoxy will seal the damage and help prevent further deterioration. That same thing happens to my shoes, occasionally. I used Shoe Goo for many things, it works.
https://www.amazon.com/Repair-Adhesi.../dp/B002L9AL84