WASHINGTON—U.S. national-security adviser John Bolton is seeking to scuttle the pending Chinese acquisition of a Ukrainian aerospace company on grounds that it will give Beijing vital defense technology, according to senior U.S. administration officials familiar with the matter.

Mr. Bolton’s personal interest and involvement in the deal, acknowledged by the senior administration officials, underscores the growing importance of this case to the U.S. national-security establishment.

The...