According to the present invention wherein RPE cells are suspended in a medium that contains poloxamer and is pharmaceutically acceptable as an eye perfusion/washing liquid, the survival ratio of the RPE cells having been freeze-preserved and then thawed can be increased, the visual cell-protecting effect of the RPE cells transplanted immediately after thawing can be improved, and a loss in the RPE cells in steps from thawing to transplantation can be avoided.