After two years, Natalia Pavlova invited Rogonov to Moscow and paired him in 2006 with Martiusheva, who had arrived six months earlier.

Martiusheva/Rogonov made their senior Grand Prix debut at the 2009 Cup of Russia, where they finished seventh.

At the 2012 Russian Nationals, they placed second in the short program and third in the free skate and won the bronze medal.

They competed on the Grand Prix series for the first time since 2009, finishing 5th at both of their events, the 2012 Rostelecom Cup and the 2012 NHK Trophy.

[7] A week later, the pair replaced the injured Yuko Kavaguti / Alexander Smirnov at the 2013 NHK Trophy.

[8] Two days before the 2014 Russian Championships, Martiusheva injured a leg muscle in a bad fall and doctors ordered the pair to withdraw.

[9][10] In January 2014, Rogonov joined a celebrity skating show in Lithuania, LNK's Šokiai ant ledo, as the partner of Lithuanian television host Gintarė Gurevičiūtė.

[13] Astakhova/Rogonov started the 2015–16 season on the Challenger Series, taking silver at the 2015 Ondrej Nepela Trophy behind Stolbova/Klimov.

After winning silver at the 2015 Golden Spin of Zagreb, Astakhova/Rogonov finished 4th at the 2016 Russian Championships, ahead of Natalja Zabijako / Alexander Enbert.

it was announced by the Russian Figure Skating Federation on January 23, 2018 that Ksenia Stolbova wasn't invited to the 2018 Olympics.