Boron makes it selective: Carbon nanotubes (CNTs) modified by boron oxide catalyze the oxidative dehydrogenation of propane to propene with remarkable selectivity. Nanocarbon can be an attractive alternative to conventional metal oxides, as it enables a feasible investigation of the reaction mechanism and provides a sustainable technology for alkane conversion.