The combined use of (R)-5-(2-{[2-(2-ethoxyphenoxy)ethyl]amino}propyl)-2-methoxybenzene-1-sulfonamide (tamsulosin), or its pharmaceutically acceptable salt, and (1S)-1-phenyl-1,2,3,4-tetrahydroisoquinoline-2-carboxylic acid (3R)-quinuclidin-3-yl ester (solifenacin), or its pharmaceutically acceptable salt, for the preparation of a medicament for the improvement of lower urinary tract symptoms associated with benign prostatic hyperplasia (LUTSBPH) with a substantial storage component is provided.