Freddie Mac said the collapse of the lender Taylor, Bean & Whitaker Mortgage Corp. may cause it "significant" losses.

Taylor Bean, the 12th-largest U.S. mortgage originator, shuttered its lending business last week after being suspended by U.S. agencies and Freddie Mac. The Federal Housing Administration cited possible financial-statement fraud.

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