Following the court order, his party activists staged a demonstration before CBI's Odisha headquarters here.
The TMC MP's lawyer Rajiv Majumdar and others were present in the Chief Judicial Magistrate's court when judge P K Mishra remanded Bandyopadhyay for six days against CBI's appeal for a 12-day remand.
The CBI lawyer argued in the court that the agency should be given maximum time to interrogate the MP as he was not actively cooperating with the investigation.
"I am innocent. I have no involvement in the scam. I have placed my point of view before the court and will again appeal the court to consider my point of argument," Bandyopadhyay told reporters after appearing in the court.
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Both Pal and Bandyopadhyay were arrested on charges of
having links with the Rose Valley Group that allegedly duped investors of Rs 17,000 crore in different states including Odisha and West Bengal.
While Tapas Pal was a director of Rose Valley Group in 2010, Bandyopadhyay has been accused of having strong links with the Group's chairman Goutam Kundu, now in jail, CBI sources said.
Sources also said the CBI was planning to interrogate both Bandyopadhyay and Pal together as they have been arrested on the charge of their involvement with the scam.
TMC activists, many from West Bengal, along with TMC Odisha state president Arya Kumar Gyanendra, staged a demonstration before the investigating agency's office while both Bandyopadhyay and Pal were inside the CBI office here.