According to the source, Ziegler's mom announced the news to the rest of the cast on Wednesday during a taping of the hit Lifetime reality show.
But this won't be the last you'll be seeing of the petite Pittsburgh, Pennsylvania, native -- she's set to star in Sister, a film project written and directed by her frequent collaborator, Sia.
Ziegler has already been featured in three of Sia's music videos, showing off her highly-impressive dance skills in "Chandelier," "Elastic Heart" and "Big Girls Cry." Now, the dancer will star in the singer-songwriter's first-ever film, which is based on a one-page story she penned eight years ago.
"I was too embarrassed to tell anyone I wanted to make a movie because I thought it would be seen as a vanity project because I was a singer," Sia, 40, told The Hollywood Reporter last November. "And then last year, after I made the 'Chandelier' video, I realized that I was pretty good at directing, so I felt a little bit braver."
Last September, ET chatted with Ziegler, who couldn't help herself from gushing with excitement over moving on to "bigger and better things."
"I definitely want to be moving more into acting," she explained. "Still keeping up my dancing, but also [do] movies and scripted TV shows."
She also told ET that when she met Sia for the first time, they became instant friends. "She's literally the sweetest person ever," Ziegler said. "I feel like I'm just so comfortable with her every time I'm with her. I never feel like, 'Oh my god, I'm hanging out with a celebrity.'"
"She's the most humble person and so caring, and she like, cooks for me!" she continued. "She's such an amazing person."