1) Is it legitimate to view regression in the same way as PCA (methods for variable selection)?

2) Are there any sources to compare these two methods? For example: in terms of the easiness to interpret the results I feel that regression is easier than PCA, or if the method will give the same results if we use one-third or two-third the data points (insensitive to the data point change).

HELP please. Thanks