The most recent national data show that life expectancy declined in 2015. Although these statistics are not broken down by income, it’s a good bet that the greatest declines were concentrated among lower- and middle-income people, because for decades gaps in life expectancy by income have been widening.
https://www.bloomberg.com/view/articles/2016-12-12/what-s-killing-low-income-americans