The 65-year-old star was best known for her role in the hit sitcom Birds Of A Feather, playing Sharon Theodopolopodous.
Steve Sheen, who has been married to Quirke since 1996, said she had been diagnosed with the condition in 2021.
The pair launched the Pauline Quirke Academy of Performing Arts in 2007 which still has a school in Richmond.