The cellular processes in a cell are achieved by groups of genes acting in concert to shape the cellular responses. Understanding how the gene network organized to mediate genotype-phenotype relationship is fundamental to global insights into the biological functions and disease etiology. CellNetdb is a compendium of cell-type-specific interactome networks across 44 human tumor types spanning over 2 million single cells.