yes that's completely normal, if you are making your own power supply, there are 2 ways to solve this:
- use 9v batteries instead of power supply, also since it's DC current you don't have to use notch filter to remove the noise from the AC current.
- you can use NDTD4815C and ISO124P to isolate grounds and references and have medical grade safety.