Julia has three children including Zephyr, 10, and twins Xanthe and Zena, six.
Since announcing the news on Sunday, Julia has been on BBC Radio 4 to discuss her heartbreaking diagnosis.
On Radio 4, the presenter said the hardest conversation she has ever had was telling her children the news.
Julia has been married to husband Gerard Cunningham since 2000.