There've been some cases of remastering projects being affected by the loss of some of the source material, such as the Silent Hill HD Project
Which is why I find the negative attitude of so many of these companies toward emulation and fan conservation of abandonware so frustrating, there's a proven track record that they cannot be trusted with the task.