The incident took place yesterday at a mosque in village Mehlan Chowk of Suman, police said today.
Over 100 pages of holy book were found torn in the mosque premises, police said, adding these pages were later buried as per Muslim tradition.
Police have registered a case against unidentified persons and started investigations.
Earlier, the holy book was desecrated in Malerkotla town on June 24 and the accused arrested in that case included Delhi's AAP MLA Naresh Yadav. He is out of jail on bail now.