PLoS Genetics · 2018 · 119 citations · 19 references
Life SciencesGeneticsMolecular GeneticsGene ExpressionGenomicsTranscriptomicsFetal PhysiologyMaternal-fetal PhysiologyPlacental BiologyPlacental DevelopmentPlacental PhysiologyPrenatal DevelopmentBirth Weight AssessmentFetal Reproductive DevelopmentObesity Risk GenomicsPlacental Development Across GestationPlacental Gene RegulationPlacental GenomicsTranscriptome Sequencing
GWAS identified variants associated with birth weight (BW), childhood obesity (CO) and childhood BMI (CBMI), and placenta is a critical organ for fetal development and postnatal health. We examined the role of placental transcriptome and eQTLs in mediating the genetic causes for BW, CO and CBMI, and applied integrative analysis (Colocalization and MetaXcan). GWAS loci associated with BW, CO, and CBMI were substantially enriched for placenta eQTLs (6.76, 4.83 and 2.26 folds, respectively). Importantly, compared to eQTLs of adult tissues, only placental eQTLs contribute significantly to both anthropometry outcomes at birth (BW) and childhood phenotypes (CO/CBMI). Eight, six and one transcripts colocalized with BW, CO and CBMI risk loci, respectively. Our study reveals that placental transcription in utero likely plays a key role in determining postnatal body size, and as such may hold new possibilities for therapeutic interventions to prevent childhood obesity.
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Integration of summary data from GWAS and eQTL studies predicts complex trait gene targets
Zhihong Zhu, Futao Zhang, Han Hu et al. · Nature Genetics · 2016 · 3.5K citations
Integrative approaches for large-scale transcriptome-wide association studies
Alexander Gusev, Arthur Ko, Huwenbo Shi et al. · Nature Genetics · 2016 · 2.7K citations · Full text