Pfizer CEO Ian Read recently met with U.K.-based investors to discuss a second bid for Britain's AstraZeneca, valuing the firm at $106 billion, sources close to the matter told CNBC on Thursday.

U.K. government officials appear to be in favor of the deal, but problems could arise if the Labour Party opposes, the source said.