A display substrate and a manufacturing method thereof, and a display panel are disclosed. The display substrate includes a base substrate and a pixel driving circuit on the base substrate; and the pixel driving circuit includes a driving transistor and a gate leading line, the driving transistor includes a gate electrode, the gate leading line is electrically connected to the gate electrode, and the gate leading line is between the gate electrode and the base substrate.