In a major setback, embattled liquor baron Vijay Mallya on Thursday lost his application seeking leave to appeal in the UK Supreme Court, weeks after the London High Court rejected his appeal against an extradition order to India on charges of fraud and money laundering related to unrecovered loans to his now-defunct Kingfisher Airlines.