My mum has announced she's pregnant and my siblings are kicking up a fuss?

There is no reason for them not to be having kids even if the are getting older. They just love kids. So does that mean you were 14 when you got pregnant? Did they throw a fit about that? Anywho, just tell them that it makes them happy and its none of their business.