Bhattacharya et al. · Nature Communications · 2022
Placental genomics mediates genetic associations with complex health traits and disease
Bhattacharya A, Freedman AN, Avula V, Harris R, Liu W, Pan C, Lusis AJ, Joseph RM, Smeester L, Hartwell HJ, Kuban KCK, Marsit CJ, Li Y, O'Shea TM, Fry RC, Santos HP Jr
The study
What was asked, and what was found
Bhattacharya et al., Nature Communications, 2022 asked which genes in the placenta carry genetic effects through to health traits across the life course, and which upstream regulators drive them. Using placental multi-omics from 272 pre-term infants in the Extremely Low Gestational Age Newborn Study, the authors trained models of placental expression enriched for distal variants and tested them against genome-wide association data for 40 traits. They found 248 gene-trait associations across 176 unique genes, most of them for body size, metabolic and neonatal traits, and placental expression explained a significant share of heritability for four early-life traits but for none of the later-life ones.
The analysis also produced a testable prediction: that EPS15, a regulatory protein gene highly expressed in placenta, holds down SPATA13 and FAM214A, two genes whose predicted placental expression tracks waist to hip ratio and whose association ran opposite to that of EPS15 itself. The authors tested that prediction directly with AUMsilence sdASOs against EPS15, added to the medium of human placenta-derived JEG-3 choriocarcinoma cells from a 500 μM stock to a final 20 μM for 24 hours, against no-addition and scramble oligonucleotide controls.
The prediction held. EPS15 fell by 50%, SPATA13 rose by 795% and FAM214A by 377%, all significant against the scramble control at an FDR-adjusted P below 0.10. RNA sequencing of the same cells showed the reach of the single knockdown: 650 genes lowered and 838 raised, with the lowered set enriched for cell cycle, proliferation and replication and the raised set for lipid processes, cell movement and extracellular organisation. The authors read this as evidence that placental genomic regulation shapes developmental programming, and as support for building mechanistic hypotheses that survive experimental test.
Key findings
- The knockdown experiment was designed to test a computational prediction: that the regulatory protein gene EPS15 holds down SPATA13 and FAM214A, two genes whose predicted placental expression tracks waist to hip ratio.(Results, In vitro assays reveal widespread transcriptomic consequences of EPS15 knockdown)
- AUMsilence sdASOs against EPS15, added to the medium of human placenta-derived JEG-3 cells at 20 μM for 24 hours, halved EPS15 and raised both predicted targets, SPATA13 by 795% and FAM214A by 377%.(Results, In vitro assays reveal widespread transcriptomic consequences of EPS15 knockdown)
- RNA sequencing after the knockdown showed the effect reached far beyond the two predicted targets, with 650 genes lowered and 838 raised.(Results, In vitro assays reveal widespread transcriptomic consequences of EPS15 knockdown)
- The genes lowered by the knockdown were enriched for cell cycle, proliferation and replication, and the genes raised for lipid processes, cell movement and extracellular organisation.(Results, In vitro assays reveal widespread transcriptomic consequences of EPS15 knockdown)
- In the wider study the authors found 248 placental gene-trait associations across 176 genes for 40 traits, and the knockdown closed the loop on one of them experimentally.(Results, Multiple placental gene-trait associations detected across the life course)
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