A sample of cells may appear similar, but the cells can vary in their individual characteristics, such as shape and size, mRNA expression levels, genome, or individual counts of metabolites.
Population-level views of cells can offer a distorted view of the data by averaging out the properties of distinct subsets of cells [REF].