Improved quantification of immune-gold labeling and its use to compare the distribution of cellular factors among sub-chloroplast compartments

•Quantification of gold-labeling were improved without gene knockout/knockdown.•Parameter was optimized for specific semi-automatic segmentation of gold particles.•Distribution frequency of 8 cellular factors was compared within sub-chloroplasts.•The approach should be applicable more widely for high resolution labelling.