Pharmaceutical concentrate formulations comprising 2-amino-1,3-propanediol compounds, analogs thereof and salts thereof, particularly 2-amino-2-[2-(4-octylphenyl)ethyl]-propane-1,3-diol or a pharmaceutically acceptable salt thereof in an organic solvent or semi-aqueous solvent and methods for administration of the undiluted and diluted concentrate are provided.