Data analysis in multi-color imaging involves sophisticated image processing techniques to deconvolve and quantify the signals from different channels. Software tools are used to segment images, extract features, and perform quantitative analysis. The integration of these data with other experimental results can lead to a more comprehensive understanding of toxicological effects.