Drug target-gene signatures that predict teratogenicity are enriched for developmentally related genes.
Drugs prescribed during pregnancy affect two populations simultaneously: fetuses and their mothers. Drug-induced fetal injury (teratogenicity) has a significant impact on current and future public health. Teratogenic risk designation of many drugs relies on associating rare fetal events with rare environmental exposures. Therefore we aim to develop preclinical predictive models of clinical teratogenicity. We collated public databases for drug-target-gene relationships for 619 drugs spanning the 5 pregnancy risk classes. Genes targeted by high risk but not low risk drugs demonstrated 79% accuracy (p < 0.0001 vs. random) for predicting high vs. low fetal risk on cross validation. Functional enrichment analysis revealed that target genes of drugs known to be safe in pregnancy contained no developmentally related terms, while target genes of known teratogens contained 85 developmentally related terms. Drug target gene signatures that are enriched for known developmental genes may provide valuable preclinical predictive information regarding drug pregnancy risk.
Division of Nephrology, Children's Hospital Boston, Boston, MA 02115, USA. asher.schachter@gmail.com
Asher D
AD
Schachter
Isaac S
IS
Kohane
D000014:Abnormalities, Drug-Induced / Q000209:etiology / Q000235:genetics*; D016907:Adverse Drug Reaction Reporting Systems; D000818:Animals; D057225:Data Mining; D030541:Databases, Genetic; D005260:Female; D020869:Gene Expression Profiling; D018507:Gene Expression Regulation, Developmental / Q000187:drug effects*; D006801:Humans; D018811:Maternal Exposure; D011247:Pregnancy; D015203:Reproducibility of Results; D018570:Risk Assessment; D013723:Teratogens / Q000633:toxicity*; D018675:Toxicity Tests; D043922:Toxicogenetics
D013723:Teratogens