It's also possible he kept it imprisoned in a undisclosed, sealed place until there were significant tech developments for it to be transported there safely. Also, given that the Emperor was aware of the Webway gates on Terra, it's possible he used it to get it to Mars. Hell, I wouldn't put it past him to use his psychic powers to transport himself and the dragon to Mars either.
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