For all of the controversies Trump has faced, the tariffs decision is one of few times he's taken a step that runs directly counter to Republicans' legislative and economic goals. Many Republicans have voiced concerns the move will undermine the US$1.5 trillion tax cut bill they passed in December.
They also said it could cause political problems ahead of 2018 midterms. Democrats hope to take back control of the House and Senate in November, while Republicans planned to run on an economic argument to defend their majorities.
But it's difficult to predict how far Republicans would go to stand up to Trump.
The tariff decision has not yet been finalised, but that's expected to happen in the next week or two. The goal of congressional Republicans is to keep that from happening; but if that fails, other options remain on the table, according to a congressional aide who spoke anonymously to discuss the private deliberations.
The Constitution gives Congress the authority over taxation and tariffs, but Congress has delegated trade negotiation and tariff authority to the president over recent decades. Congressional leaders believe that approach has worked well - until now.
A spokeswoman for House Ways and Means Committee Chairman Kevin Brady, said in a statement that "the administration and Congress must work together on trade policies that build off the momentum of the President's tax cuts, which is why any tariffs should be narrow, targeted, and focused on addressing unfairly traded products, without disrupting the flow of fairly traded products for American businesses and consumers."