The Lethal Weapon 2 star wed her fourth husband, DJ Jeremy Healy, in April last year (09), following divorces from Big Audio Dynamite frontman Dan Donovan, Simple Minds singer Jim Kerr and Oasis star Liam Gallagher.
Recent rumours suggested the pair's relationship had broken down and Healy had moved out of the marital home in London.
A rep for the actress has revealed the couple is taking some time apart, but will try to resolve its problems.
The spokesman tells British newspaper the Mail on Sunday, "Patsy and Jeremy remain committed to making their marriage work. Spending this time apart has always been part of Jeremy's work schedule and on his return they are going to spend some time working things through."