In a simple linear regression problem, the plot of residuals against fitted values would look the same

Question:

In a simple linear regression problem, the plot of residuals against fitted values would look the same as the plot of residuals against the predictor X (or a mirror image of it), except for the labeling of the horizontal axis. Explain why this is true.