The loss of the 23-year-old will add further concern for Gunners coach Arteta, as he is already without defender Jurrien Timber, midfielder Thomas Partey and attacker Gabriel Jesus due to injuries.
The Spaniard confirmed that Smith Rowe has sustained a knee issue and admitted it is a "big worry" for the academy graduate.