Off the top of my head, I would guess that low income people living in high income neighborhoods are often downwardly mobile individuals who grew up in that rich neighborhood, but now have low incomes due to poor health, drugs, or alcohol. Not surprisingly, they would have higher death rates for the same reason that they have lower incomes.