This paper examined captive wild mice, which they caught themselves on school grounds, and noted that "mice in both feeding groups died from various causes, chief among these a range of cancers":

> https://onlinelibrary.wiley.com/doi/10.1111/j.1474-9726.2006...

So I think that even wild mice are prone to immune aging and cancer development.