美人薄命とはいうけれど quotes the proverb 'beautiful women die young.' The punchline — 'my wife will live long' — is self-deprecating humor implying his wife isn't beautiful. うちのかみさん is colloquial for 'my wife.' A great example of Japanese self-deprecating humor.