The travails of updating and reflashing

You can add the Flathub repository to see more updated apps than what the default pureos-store has:

flatpak remote-add --if-not-exists flathub https://dl.flathub.org/repo/flathub.flatpakrepo

Restart your phone after, then open the PureOS Store.