Nature, Published online: 12 February 2025; doi:10.1038/s41586-024-08243-wThis Perspective discusses strategies and challenges for the Molecular Phenotypes of Null Alleles in Cells (MorPhiC) Consortium as it aims to catalogue the molecular and cellular phenotypes associated with null alleles of all human genes.