no it is not unusual. it would be wise for your spouse to see a medical provider so that the various reasons (there are many) can be investigated. if your spouse is a male (you didn't state your own sex) you may have to drag him to the doctor. men are very very stubborn.
is it unusual for a spouse to lose interest in all sex after not having sex for at least 25 years? i'm 61 years old.