Backe (6-9) struck out five batters and helped the Astros' offense with two hits, a double and single.
Lee sent home two runs with one single and added an RBI with another single. Ty Wigginton added a solo homer for Houston.
Losing pitcher Odalis Perez (2-7) allowed three runs on nine hits in six innings.
The Nationals have lost nine of 11.