Deuterium labeling is an interesting process that leads to compounds of use in different fields. We describe the transfer hydrogenation of aldehydes and the selective C 1 deuteration of the obtained alcohols in D 2 O, as the only deuterium source. Different aromatic, alkylic and α,β-unsaturated aldehydes were reduced in the presence of [RuCl(p-cymene)(dmbpy)]BF 4 , (dmbpy = 4,4'-dimethyl-2,2'-bipyridine) as the pre-catalyst and HCO 2 Na/HCO 2 H as the hydrogen source. Moreover, furfural and glucose, were selectively reduced to the valuable alcohols, furfuryl alcohol and sorbitol. The processes were carried out in neat water or in a biphasic water/toluene system. The biphasic system allowed easy recycling, higher yields, and higher selective D incorporation (using D 2 O/toluene). The deuteration took place due to an efficient effective M-H/D + exchange from D 2 O that allows the inversion of polarity of D + (umpolung). DFT calculations that explain the catalytic behavior in water are also included.