The concept and the calculation of variational integral in the inverse problem of variational calculus are studied. What is constructed by variational integral directly is the acceleration-dependent Lagrangian, which can be transformed into the Lagrangian in configuration space by the use of gauge transformation. It is indicated that the method to construct the Lagrangian is consistent with Engels′ method.