The 26-year-old picked up a knee injury in the latter stages of the draw against Bournemouth on Saturday.
He will undergo a scan this week but is a doubt for the trip to his former club Liverpool on Saturday.
A club statement said: Jonjo Shelvey suffered a knee injury during Saturday’s draw at AFC Bournemouth.
“The midfielder will be further assessed and scanned this week.”