In this work, we describe a simple, heterogeneous catalytic system for the hydrodeoxygenation (HDO) of 5-nonanone and 2,5-hexanedione, which we use as model compounds for more complex biomass-derived molecules. We present the stepwise reduction of ketones by using supported metal and solid acid catalysts to identify the intermediates en route to hydrocarbons. Although monoketone HDO can be achieved rapidly using moderate conditions (Ni/SiO2 center dot Al2O3, HZSM-5, 200 degrees C, 1.38 MPa H-2, 1h), quantitative gamma-polyketone HDO requires higher pressures and longer reaction times ( Pd/Al2O3, HZSM-5, 2.76 MPa H-2, 5 h), although these are more facile conditions than have been reported previously for gamma-polyketone HDO. Stepwise HDO of the gamma-polyketone shows the reaction pathway occurs through ring-closure to a saturated tetrahydrofuran species intermediate, which requires increased H-2 pressure to ring-open and subsequently to fully HDO. This work allows for further understanding of bio-derived molecule defunctionalization mechanisms, and ultimately aids in the promotion of biomass as a feedstock for fuels and chemicals.