The BBC understands that the man is Frank Cairney who was a former coach and manager at the boys club.
A spokeswoman for Police Scotland said: "An 81-year-old man has been detained and charged in connection with non-recent sexual offences."
It is understood that Mr Cairney will appear in court on Wednesday.
A former official at Celtic Boys Club has been charged in connection with alleged historical sexual offences.