Thanks for clarifying for me.
On the other hand, I am not sure if Telegram’s official client encrypts push notification. I tried to read their documentation but could not make sense of it.
If OP uses stock android or GOS with GMS installed, I think it is something worth finding out beforehand. (Depends on OP’s threat model)
I only have my telegram on my PC, so this is not my top concern.