The present invention provides compositions and methods for modulating smoothened-dependent pathway activation. The present invention provides highly water-soluble analogs of cyclopamine that are potent, hedgehog signaling inhibitors less toxic than cyclopamine. The compounds of the present invention are particularly useful in treating cancers associated with hedgehog signalling.