Stalin routinely did this. An good example of this is Nikolai Yezhov. He was head of the NKVD.Yezhov himself fell out of Stalin's favour and on April 10, 1939, he was arrested and on February 4, 1940, he was executed. Stalin airbrushed him out of a pucture taken in 1936.