A total of 17 celebrities turned up for auditions at Slough Ice Arena to be whittled down to the final 12; with Sherrock among them.
'The Queen of the Palace' came to prominence last year after reaching the third round of the PDC World Championship; defeating Ted Evetts and Mensur Suljovic en route.
This gave the Milton Keynes ace worldwide acclaim; it could now land her on one of the UK's best known reality shows aired on ITV which will air its new series; with potentially the 25-year-old involved next year.
Others to take part in auditions alongside Sherrock included former England footballer, Wayne Bridge, former Olympic swimmer Mark Foster and stars from reality TV shows such as Love Island and Made In Chelsea.