This all changed when the Pennsylvania Railroad dug two tunnels under the Hudson River, and four under the East River to Queens. The tunnels and the new station in the heart of New York City were completed in 1910 at a cost of $114 million (which is about $2.7 billion today), and the first train ran in November of that year.