Mr Trump said on Friday that he would stop signing off on the agreement.
The UK, France and Germany responded that the pact was "in our shared national security interest". The EU said it was "not up to any single country to terminate" a "working" deal.
Iran's President Hassan Rouhani said the US was "more isolated than ever".
"Can a president annul a multilateral international treaty on his own?" he asked.