Railroad corporations doing business in this State and organized under any law of this State or the United States, or of any state or territory thereof, may enter into contracts with one another, whereby the one may lease of the other the whole or any part of its railroad, or may acquire of the other the right to use, in common with it, the whole or any part of its railroad.