 In 2006, following differences with the Congress leadership, he joined the BJP and was granted the party ticket in 2007, which he won.In 2012, he lost the election to Hardial Singh Kamboj of the Indian National Congress.Raj Khurana was arrested by the Central Bureau of Investigation in May 2011, following which he resigned.