(CNN) The Republican-led House Judiciary Committee, in its final days in power, is planning to issue subpoenas to former FBI Director James Comey and President Barack Obama's attorney general Loretta Lynch, according to a source with knowledge of the subpoenas.

The source said the committee chairman, Republican Rep. Bob Goodlatte of Virginia, plans to issue the subpoenas on Monday for Comey to appear for a closed-door deposition on November 29 and for Lynch to appear on December 5. The interviews are part of the House Republican investigation into the FBI's handling of the Clinton email probe and the Russia investigation.

Comey's lawyer, David Kelley, told CNN on Friday that, "We have not heard from them since October 1 when we advised the Committees (Judiciary and Oversight and Reform) that, while we respectfully declined their invitation for a closed door interview, we would welcome the opportunity to testify in a public hearing."

Comey has previously rejected the committee's request for him to appear privately before the GOP-led inquiry, saying he would rather testify publicly instead.

In a tweet Friday, Comey again postured for a public hearing, saying, "Truth is best served by transparency."

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