Lascelles limped off in the 17th minute due to the injury in his right knee and the club said he would undergo surgery next week, effectively ending his season.
"After seeing a specialist consultant, he is expected to undergo surgery next week and will be out for 6-9 months," Newcastle said in a statement.
Newcastle had triggered a contract extension earlier this month to keep the defender at the club until 2025.