Rep. Joe Wilson (R-SC) apologized Wednesday night to White House Chief of Staff Rahm Emanuel for shouting “You lie!” during President Obama’s healthcare speech before a joint session of Congress.

Emanuel accepted Wilson’s apology on behalf of the president, according to a Democratic source familiar with the call.

In addition to his phone call to Emanuel, Wilson also issued a statement separately, calling his comments “inappropriate and regrettable”...