"My red and white Pajero MH02BD7075 has been stolen early morning. If anybody sees it, pls let me know (sic)," Ashutosh posted on his Twitter page.
His actress wife Renuka Shahane too posted the same message on the micro-blogging site.
This is not the first theft incident for Rana. In February, his passport and foreign currency were stolen from his car just hours before he was supposed to leave for the airport to catch a flight to Macau.
Ashutosh was last seen on the small screen in Star Plus's "Kaali - Ek Agnipariksha", while Renuka participated in the fourth season of dance reality show "Jhalak Dikhhla Jaa" on Sony Entertainment Television.