If you throttle back, or you throttle back the engine, when driving a motor vehicle or flying an aircraft, you make it go slower by reducing the quantity of fuel entering the engine.
The pilot throttles back slightly to maintain level flight. [VERB PARTICLE]
He stepped swiftly to the controls to throttle back the engine. [VERB PARTICLE noun (not pronoun)]