The Sub-Divisional Judicial Magistrate, Balasore, heard the bail petition moved by Raja Shree's advocate which stated that he was suffering from hypertension while in judicial custody.
The court, however, rejected the plea observing that "there is no change in circumstances," assistant Public Prosecutor Arun Behera said.
The courts of the SDJM and the district session judge had earlier rejected his bail petition twice on the ground that other accused persons allegedly involved in the dowry torture case had not been arrested so far.
Raja Shree, who was arrested on March 17 near Cuttack, was produced before the SDJM court at Balasore by the HRPC on March 18 and remanded to judicial custody for 14 days as his bail plea was rejected by the court.
The police had registered a case under relevant sections of the IPC and the Dowry Prohibition Act against the former minister and other members of his family after Raja Shree's wife Barsa Swony Choudhury filed an FIR on March 14.