CHENNAI: Tamil Nadu Police on Wednesday registered a case against over 5,000 people, including BJP state president K Annamalai and former National Secretary H Raja for protesting and marching towards state Secretariat at Chennai demanding to reduce petrol and diesel price without permission from the government, said TN Police.