We prove existence of the horizontal lift to a line bundle of certain diffu
sion processes on some infinite-dimensional manifolds. We provide three cla
sses of finite-dimensional manifolds for which the corresponding loop space
s have a line bundle and thus provide three classes of loop manifolds on wh
ich certain diffusion processes admit a horizontal lift. Applications to Qu
antum Field Theory are indicated.