According to latest BBC forecast Conservatives will have 318 seats - 8 seats short of a majority. The DUP presently have 8 seats and would probably enter a coalition with the Conservatives. I think Theresa May may not be Conservative leader/ Prime Minister for much longer.
The DUP also campaigned for Brexit. So it is unlikely the Brexit would be scuppered. Remember that many Labour MP's also voted for Brexit.