Police were called to the 3300 block of North Central Park Avenue in Avondale just after 9 p.m.
The victims were identified as 66-year-old Victoria Guzman Perez and 70-year-old Miguel Guzman Chavez.
Responding officers said there was no sign of a trauma.
Further information was not immediately available.