This is the detailed protocol for the measurement of the number of peroxisomes described by Shibata et al. (2013). It is difficult to count the number of organelles in a cell because of the thickness of plant leaves. To overcome this challenge, protoplasts were isolated from leaves, and the number of peroxisomes per protoplast was counted. This method can be applied to other organelles such as mitochondria that are labeled with GFP or its derivatives.