For example, in the above examples of cortical Layer 1 in four human brain ST slices associated with the GWAS trait of AD, we identified AD-related genes such as APP, PSEN1, and APOE differently expressed between Layer 1 and other cortical layers and white matter. Here, PSEN1 is linked to Alzheimer disease.