Yes, there would be some blood relation, but not enough to make a difference if the two of you married and had children. It's really nothing for you to be concerned about.
A random fact, the last...
If your grandmother's sister was a cousin (presumably first cousin) to your husband's grandfather, then your grandmother was also first cousin to your husband's grandfather.
You and your husband...