WASHINGTON—President Trump’s defense team will seek to rebut the Democratic case for removing the president from office in its second session on Monday, on terrain that has shifted substantially after allegations by former national security adviser John Bolton reported in a leaked manuscript contradicted key elements of the White House’s argument.

Mr. Bolton wrote in a draft of his forthcoming book that the president told him in August that he wanted to freeze foreign aid to Ukraine until the country aided investigations into…

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