This project is designed to evaluate the effectiveness of single-cell methodologies, including integration, cell typing, and spatial cell type deconvolution. These techniques are regularly used in research, but their performance can vary when applied to different organs and tissues or at different scales. To gain a better understanding, the project will also include a comparison of several popular tools used in this area to see how they stack up against each other.