Brolin and Lane married in 2004 and have no children together. They separated a couple of months ago, according to Us Weekly, which first reported the news.
"It was a mutual decision," a source close to the couple tells the magazine. "It is very amicable. It's not ugly, it's just over."
On New Year's Day of this year, Brolin was arrested for public intoxication.