Research to support this comes from Beijsterveldt et al who assessed cross gender behaviour in 14000 Dutch twins using self report data ages 7-10.
They found cross gender behaviour was higher in Mz twins that Dz twins.
However, self report data especially used by children has high chances of containing social desirability bias which can lead to inaccurate and unreliable results.
However, for the most part, the research increases the validity for a genetic basis.