Work is also termed as energy !

Work done = F.dx
Energy = F.dx

And if suppose u are in motion ...then your potential enrgy will decrease and kinetic energy will increase...!

Hence Energy = -dU ( Potential Energy)

So - dU = F.dx

Hence F = -dU/dx  ( - term is important ...)