A method of producing collagen in a plant and plants producing collagen are provided. The method is effected by expressing in the plant at least one type of a collagen alpha chain in a manner enabling accumulation of the collagen alpha chain in a subcellular compartment devoid of endogenous P4H activity, thereby producing the collagen in the plant.