Cigna is in advanced talks to sell its Medicare business in an about-face for the health-insurance giant, which had been expanding its footprint in the fast-growing sector. 

Cigna, which has been running an auction for the business, known as Medicare Advantage, is now in exclusive talks to sell it to Health Care Service Corp. for between $3 billion and $4 billion, according to people familiar with the matter.