Are there any performance considerations when reading web.config AppSettings?

I’m writing a REST service with Web Api. One of the actions reads an AppSetting value from the web.config during execution.

I would assume the web.config is loaded into memory, but during high load, does reading the setting have a noticeable performance impact? What are the best practices for doing this?