Abstract To overcome the computational barriers of analyzing large-scale single-cell sequencing data. we introduce MetaQ. a metacell algorithm that scales to arbitrarily large datasets with linear runtime and constant memory usage. Inspired by cellular development. https://www.sukrensi.com/