A) Synthetic lethality is defined by cellular or organismal lethality caused by combined alterations of gene pairs that are otherwise individually viable. A commonly employed and therapeutically relevant definition encompasses pharmacologic inhibition of one gene product with genetic inactivation of the other. B) Identification of SL drug targets has been facilitated by high-throughput genetic and chemogenetic screening in human cancer cell lines. The use of isogenic models in forward CRISPR-based screens minimizes potential confounding by co-occurring genetic alterations and facilitates attribution of a cellular phenotype to a specific SL pair. Chemogenetic screens appear to be particularly efficacious in developing new patient-selection hypotheses for compounds with known mechanism-of-action (9,113–116) or to uncover potential mechanisms of resistance (117,118). C) Overview of the Cancer Dependency Map (DepMaP) a large-scale multi-institution functional genomics project aimed at creating a comprehensive database of potential novel drug targets and biomarkers across cancer types. A recent integrated analysis of CRISPR-based screens from the Cancer Dep Map effort identified >1000 candidate genetic dependencies across 786 cell lines representing 42 cancer types (119). Abbreviations: KO, knocked out; WT, wild-type; RPPA, reverse phase protein array; FDR, false discovery rate; GDSC, Genomics of Drug Sensitivity in Cancer; PRISM, Profiling Relative Inhibition Simultaneously in Mixtures; CTRP, Cancer Therapeutics Response Portal.