CBI had registered a Preliminary Enquiry (PE), which was converted into a regular case, against Singh and his family members for allegedly amassing wealth of Rs 6.1 crore, alleging it was disproportionate to their known sources of income during 2009-11 when he was serving as Union Minister of Steel in the UPA government.