Expression quantitative trait loci (eQTLs) in human placentas suggest developmental origins of complex diseases
Epidemiologic studies support that at least part of the risk of chronic diseases in childhood and even adulthood may have an in utero origin, and the placenta is a key organ that plays a pivotal role in fetal growth and development. The transcriptomes of 159 human placenta tissues were profiled by g...
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Published in | Human molecular genetics Vol. 26; no. 17; pp. 3432 - 3441 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
England
Oxford University Press
01.09.2017
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Subjects | |
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Abstract | Epidemiologic studies support that at least part of the risk of chronic diseases in childhood and even adulthood may have an in utero origin, and the placenta is a key organ that plays a pivotal role in fetal growth and development. The transcriptomes of 159 human placenta tissues were profiled by genome-wide RNA sequencing (Illumina High-Seq 2500), and linked to fetal genotypes assessed by a high density single nucleotide polymorphism (SNP) genotyping array (Illumina MegaEx). Expression quantitative trait loci (eQTLs) across all annotated transcripts were mapped and examined for enrichment for disease susceptibility loci annotated in the genome-wide association studies (GWAS) catalog. We discovered 3218 cis- and 35 trans-eQTLs at ≤10% false discovery rate in human placentas. Among the 16 439 known disease loci of genome-wide significance, 835 were placental eSNPs (enrichment fold = 1.68, P = 7.41e-42). Stronger effect sizes were observed between GWAS SNPs and gene expression in placentas than what has been reported in other tissues, such as the correlation between asthma risk allele, rs7216389-T and Gasdermin-B (GSDMB) in placenta (r2=27%) versus lung (r2=6%). Finally, our results suggest the placental eQTLs may mediate the function of GWAS loci on postnatal disease susceptibility. Results suggest that transcripts in placenta are under tight genetic control, and that placental gene networks may influence postnatal risk of multiple human diseases lending support for the Developmental Origins of Health and Disease. |
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AbstractList | Epidemiologic studies support that at least part of the risk of chronic diseases in childhood and even adulthood may have an
in utero
origin, and the placenta is a key organ that plays a pivotal role in fetal growth and development. The transcriptomes of 159 human placenta tissues were profiled by genome-wide RNA sequencing (Illumina High-Seq 2500), and linked to fetal genotypes assessed by a high density single nucleotide polymorphism (SNP) genotyping array (Illumina MegaEx). Expression quantitative trait loci (eQTLs) across all annotated transcripts were mapped and examined for enrichment for disease susceptibility loci annotated in the genome-wide association studies (GWAS) catalog. We discovered 3218
cis-
and 35
trans-
eQTLs at ≤10% false discovery rate in human placentas. Among the 16 439 known disease loci of genome-wide significance, 835 were placental eSNPs (enrichment fold = 1.68,
P
=
7.41e−42). Stronger effect sizes were observed between GWAS SNPs and gene expression in placentas than what has been reported in other tissues, such as the correlation between asthma risk allele, rs7216389-T and Gasdermin-B (GSDMB) in placenta (
r
2
=27%) versus lung (
r
2
=6%). Finally, our results suggest the placental eQTLs may mediate the function of GWAS loci on postnatal disease susceptibility. Results suggest that transcripts in placenta are under tight genetic control, and that placental gene networks may influence postnatal risk of multiple human diseases lending support for the Developmental Origins of Health and Disease. Epidemiologic studies support that at least part of the risk of chronic diseases in childhood and even adulthood may have an in utero origin, and the placenta is a key organ that plays a pivotal role in fetal growth and development. The transcriptomes of 159 human placenta tissues were profiled by genome-wide RNA sequencing (Illumina High-Seq 2500), and linked to fetal genotypes assessed by a high density single nucleotide polymorphism (SNP) genotyping array (Illumina MegaEx). Expression quantitative trait loci (eQTLs) across all annotated transcripts were mapped and examined for enrichment for disease susceptibility loci annotated in the genome-wide association studies (GWAS) catalog. We discovered 3218 cis- and 35 trans-eQTLs at ≤10% false discovery rate in human placentas. Among the 16 439 known disease loci of genome-wide significance, 835 were placental eSNPs (enrichment fold = 1.68, P = 7.41e-42). Stronger effect sizes were observed between GWAS SNPs and gene expression in placentas than what has been reported in other tissues, such as the correlation between asthma risk allele, rs7216389-T and Gasdermin-B (GSDMB) in placenta (r2=27%) versus lung (r2=6%). Finally, our results suggest the placental eQTLs may mediate the function of GWAS loci on postnatal disease susceptibility. Results suggest that transcripts in placenta are under tight genetic control, and that placental gene networks may influence postnatal risk of multiple human diseases lending support for the Developmental Origins of Health and Disease. |
Author | Marsit, Carmen J Peng, Shouneng Hao, Ke Deyssenroth, Maya A Lambertini, Luca Chen, Jia Di Narzo, Antonio F |
AuthorAffiliation | 4 Department of Obstetrics, Gynecology and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA 1 Department of Genetics and Genomic Sciences 6 Department of Pediatrics 2 Icahn Institute of Genomics and Multiscale Biology 5 Department of Environmental Health, Emory University, Atlanta, GA 30322, USA 3 Department of Environmental Medicine and Public Health 7 Department of Oncological Sciences 8 Department of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA |
AuthorAffiliation_xml | – name: 1 Department of Genetics and Genomic Sciences – name: 3 Department of Environmental Medicine and Public Health – name: 8 Department of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA – name: 2 Icahn Institute of Genomics and Multiscale Biology – name: 4 Department of Obstetrics, Gynecology and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA – name: 6 Department of Pediatrics – name: 5 Department of Environmental Health, Emory University, Atlanta, GA 30322, USA – name: 7 Department of Oncological Sciences |
Author_xml | – sequence: 1 givenname: Shouneng surname: Peng fullname: Peng, Shouneng organization: Icahn Institute of Genomics and Multiscale Biology – sequence: 2 givenname: Maya A surname: Deyssenroth fullname: Deyssenroth, Maya A organization: Department of Environmental Medicine and Public Health – sequence: 3 givenname: Antonio F surname: Di Narzo fullname: Di Narzo, Antonio F organization: Icahn Institute of Genomics and Multiscale Biology – sequence: 4 givenname: Luca surname: Lambertini fullname: Lambertini, Luca organization: Department of Obstetrics, Gynecology and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA – sequence: 5 givenname: Carmen J surname: Marsit fullname: Marsit, Carmen J organization: Department of Environmental Health, Emory University, Atlanta, GA 30322, USA – sequence: 6 givenname: Jia surname: Chen fullname: Chen, Jia organization: Department of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA – sequence: 7 givenname: Ke surname: Hao fullname: Hao, Ke organization: Icahn Institute of Genomics and Multiscale Biology |
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SubjectTerms | Alleles Association Studies Chromosome Mapping Female Gene Expression Profiling - methods Gene Expression Regulation - genetics Gene Regulatory Networks - genetics Genetic Predisposition to Disease - genetics Genome-Wide Association Study - methods Genotype Humans Male Placenta - chemistry Placenta - physiology Polymorphism, Single Nucleotide - genetics Pregnancy Quantitative Trait Loci - genetics Sequence Analysis, RNA Transcriptome - genetics |
Title | Expression quantitative trait loci (eQTLs) in human placentas suggest developmental origins of complex diseases |
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