Docker Desktop started when just insalled. Then never again

I installed latest versions of Docker and Docker Desktop. Right after the installation Docker Desktop started with no problem at all. But after closing it, it never started again. I thought this was probably related to the installation, so I unistalled (both the engine and the Desktop App) and installed it again. The same thing happened. The Desktop app started OK after installation and never again. Could anyone help with this?