There is a thread on /a/ with some sad claims.
Apparently, Umaru is based on the mangaka's imouto.Who fell ill and died during the production of the manga.
This video was posted as proof.
I don't speak moon, but /a/nons seem sad.
https://www.youtube.com/watch?v=XaHCwyLNQ-Y 
