Long cellulose chains can Hydrogen bond accross themselves, and be very strong. These form the Cell walls of Plant cells, that make plants, like Trees rigid!
Cellulose isn't toxic: http://www.inchem.org/documents/jecfa/jecmono/v040je03.htm