Quatennens supported Jean-Luc Mélenchon in 2008. He joined his party, the Left Party in 2013. He became a member of the national board of the party in 2015. Together with Ugo Bernalicis, he was the local secretary of the Left Party in the Nord department. He supported Mélenchon in the 2012 and 2017 presidential elections.