None of the common cross-distro packaging mechanisms have anything to do with virtualization. The core problem is software dependencies.

A mechanism which can bundle its dependencies into an isolated runtime means dependencies do not fate share except at the ABI to the underlying OS.

Virtualised container apps have simpler dependencies.