Original: When President Andrew Johnson, who had no Vice President, was impeached and tried in 1868, Senate President pro tempore Benjamin Franklin Wade was next in line to the Presidency.
Simplified: Many people still think of the President pro tempore as de facto president of the Senate. During President Andrew Johnson's impeachment trial in 1868 president pro tempore Benjamin Wade was the first person in the line of succession.