Abstract: Provided in the present invention are a compound as represented by formula (I), or a pharmaceutically acceptable salt, a tautomer, a geometrical isomer, an optical isomer, a solvate or an isotopic derivative thereof, and the use thereof. The compound of the present invention has a significant inhibitory activity on PRMT5, has a significant inhibitory effect on tumor cells and in vivo tumor models, also has a good administration performance, and has clinical application potential for preventing and/or treating diseases which are at least partially mediated by PRMT5.

Abstract: A compound represented by formula (I) or a tautomer, optical isomer, deuterated substance, oxynitride, solvate, pharmaceutically acceptable salt or prodrug thereof can be used in preparing a pharmaceutical composition. The compound or the pharmaceutical composition can be used in the preparation a drug for the prevention and/or treatment of cancer, tumors, viral infections, depression, neurological disorders, trauma, age-related cataracts, organ transplant rejection or autoimmune diseases.