Back

Transcription factor binding and individual genetic risk for valproate teratogenicity

Anderson, A. M.; Perucca, P.; Vianca, E.; Sandvik, D.; Antonic-Baker, A.; Krause, R.; Jazayeri, D.; Hitchcock, A.; Graham, J.; Todaro, M.; Tomson, T.; Battino, D.; Perucca, E.; Martinez Ferri, M.; Rochtus, A.; Lagae, L.; Canevini, M. P.; Zambrelli, E.; Campbell, E.; Rakitin, A.; Koeleman, B. P. C.; Scheffer, I. E.; Berkovic, S. F.; Kwan, P.; Sisodiya, S. M.; Craig, J.; Vajda, F. J. E.; O'Brien, T.; EpiPGX, ; EPIGEN,

2025-02-27 genetic and genomic medicine
10.1101/2025.02.24.25322812 medRxiv
Show abstract

Valproate (VPA) use during pregnancy is associated with a wide range of birth defects and adverse neurodevelopmental outcomes, but not all exposed children are affected and there is evidence for a genetic predisposition. We hypothesised that genomic variants that impact on the binding affinity of transcription factors (TFs) are integral to VPA-associated teratogenicity and a plausible explanation for variance in interindividual risk. We interrogated maternal exomes from women recruited through international epilepsy genomics consortia. The variant burden within genes associated with 32 different birth defect types was higher for those exposed to VPA as compared to other antiseizure medications (OR 1{middle dot}73 [95% CI 1{middle dot}40 to 2{middle dot}14], p = 2{middle dot}25E-07). Variants in women exposed to VPA were predicted to impact the binding affinity of 359 TFs and network analysis of encoded proteins indicated that a master regulator, EP300, interacts with 42% (151/359) of all variant sensitive TFs. We then profiled coexpression between EP300 and other TFs in differentiating neurons derived from human embryonic stem cells (hESCs) exposed to VPA at 300{micro}M and 700 {micro}M, or unexposed, and a reference map generated using public data. We found strong overlap in EP300-TF coexpressed pairs between the reference and all comparison groups (99%,900/911) but only 32% (134/422) of pairs observed in unexposed cells were evident following VPA exposure, and over half of all pairs (489/911) were observed in VPA-exposed cells only. Our findings suggest that VPA-induced disruption of EP300-related regulation is common across birth defect types and that genetic variation can modify subsequent transcriptional dysregulation, explaining why only some pregnancies are affected. The results have implications for the development of genetic risk biomarkers and safer drugs.

Published in Neurology · training set

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.