scholarly journals Unperturbed Expression Bias of Imprinted Genes in Schizophrenia

2018 ◽  
Author(s):  
Attila Gulyás-Kovács ◽  
Ifat Keydar ◽  
Eva Xia ◽  
Menachem Fromer ◽  
Gabriel Hoffman ◽  
...  
Keyword(s):  
Joint Analysis ◽  
Imprinted Genes ◽  
Rna Seq ◽  
Specific Expression ◽  
Human Genes ◽  
Expression Bias ◽  
Dorsolateral Prefrontal ◽  
Allele Specific ◽  
And Control ◽  
Allelic Bias

AbstractHow gene expression correlates with schizophrenia across individuals is beginning to be examined through analyses of RNA-seq from post-mortem brains of individuals with disease and control brains. Here we focus on variation in allele-specific expression, following up on the Common Mind Consortium (CMC) RNA-seq experiments of nearly 600 human dorsolateral prefrontal cortex (DLPFC) samples. Analyzing the extent of allelic expression bias—a hallmark of imprinting—we find that the number of imprinted human genes is consistent with lower estimates (≈0.5% of all genes) and thus contradicts much higher estimates. Moreover, the handful of putatively imprinted genes are all in close genomic proximity to known imprinted genes. Joint analysis of the imprinted genes across hundreds of individuals allowed us to establish how allelic bias depends on various factors. We find that age and genetic ancestry have gene-specific, differential effect on allelic bias. In contrast, allelic bias appears to be independent of schizophrenia.

scholarly journals Bumblebee worker castes show differences in allele-specific DNA methylation and allele-specific expression

2020 ◽  
Author(s):  
H. Marshall ◽  
A.R.C. Jones ◽  
Z.N. Lonsdale ◽  
E.B. Mallon
Keyword(s):  
Dna Methylation ◽  
Bombus Terrestris ◽  
Imprinted Genes ◽  
Specific Expression ◽  
Allele Specific Expression ◽  
Genome Wide ◽  
Expression Bias ◽  
Allele Specific ◽  
Parent Of Origin ◽  
Worker Castes

AbstractAllele-specific expression is when one allele of a gene shows higher levels of expression compared to the other allele, in a diploid organism. Genomic imprinting is an extreme example of this, where some genes exhibit allele-specific expression in a parent-of-origin manner. Recent work has identified potentially imprinted genes in species of Hymenoptera. However, the molecular mechanism which drives this allelic expression bias remains unknown. In mammals DNA methylation is often associated with imprinted genes. DNA methylation systems have been described in species of Hymenoptera, providing a candidate imprinting mechanism. Using previously generated RNA-Seq and whole genome bisulfite sequencing from reproductive and sterile bumblebee (Bombus terrestris) workers we have identified genome-wide allele-specific expression and allele-specific DNA methylation. The majority of genes displaying allele-specific expression are common between reproductive castes and the proportion of allele-specific expression bias generally varies between colonies. We have also identified genome-wide allele-specific DNA methylation patterns in both castes. There is no significant overlap between genes showing allele-specific expression and allele-specific methylation. These results indicate that DNA methylation does not directly drive genome-wide allele-specific expression in this species. Only a small number of the genes identified may be ‘imprinted’ and it may be these genes which are associated with allele-specific DNA methylation. Future work utilising reciprocal crosses to identify parent-of-origin DNA methylation will further clarify the role of DNA methylation in parent-of-origin allele-specific expression.

scholarly journals H3K9 methyltransferase EHMT2/G9a controls ERVK-driven noncanonical imprinted genes

Epigenomics ◽  
2021 ◽  
Author(s):  
Tie-Bo Zeng ◽  
Nicholas Pierce ◽  
Ji Liao ◽  
Piroska E Szabó
Keyword(s):  
Dna Methylation ◽  
X Chromosome ◽  
X Chromosome Inactivation ◽  
Paternal Allele ◽  
Imprinted Genes ◽  
Rna Seq ◽  
Maternal Allele ◽  
Specific Expression ◽  
Allele Specific ◽  
Ectoplacental Cone

Aim: Paternal allele-specific expression of noncanonical imprinted genes in the extraembryonic lineages depends on an H3K27me3-based imprint in the oocyte, which is not a lasting mark. We hypothesized that EHMT2, the main euchromatic H3K9 dimethyltransferase, also has a role in controlling noncanonical imprinting. Methods: We carried out allele-specific total RNA-seq analysis in the ectoplacental cone of somite-matched 8.5 days post coitum embryos using reciprocal mouse crosses. Results: We found that the maternal allele of noncanonical imprinted genes was derepressed from its ERVK promoter in the Ehmt2-/- ectoplacental cone. In Ehmt2-/- embryos, loss of DNA methylation accompanied biallelic derepression of the ERVK promoters. Canonical imprinting and imprinted X chromosome inactivation were generally undisturbed. Conclusion: EHMT2 is essential for repressing the maternal allele in noncanonical imprinting.

scholarly journals Parent of origin gene expression in a founder population identifies two new imprinted genes at known imprinted regions

2018 ◽  
Author(s):  
Sahar V. Mozaffari ◽  
Michelle M. Stein ◽  
Kevin M. Magnaye ◽  
Dan L. Nicolae ◽  
Carole Ober
Keyword(s):  
Gene Expression ◽  
Dna Methylation ◽  
Gene Expression Data ◽  
Imprinted Genes ◽  
Genotype Data ◽  
Expression Data ◽  
Rna Seq ◽  
Specific Expression ◽  
Allele Specific ◽  
Parent Of Origin

AbstractGenomic imprinting is the phenomena that leads to silencing of one copy of a gene inherited from a specific parent. Mutations in imprinted regions have been involved in diseases showing parent of origin effects. Identifying genes with evidence of parent of origin expression patterns in family studies allows the detection of more subtle imprinting. Here, we use allele specific expression in lymphoblastoid cell lines from 306 Hutterites related in a single pedigree to provide formal evidence for parent of origin effects. We take advantage of phased genotype data to assign parent of origin to RNA-seq reads in individuals with gene expression data. Our approach identified known imprinted genes, two putative novel imprinted genes, and 14 genes with asymmetrical parent of origin gene expression. We used gene expression in peripheral blood leukocytes (PBL) to validate our findings, and then confirmed imprinting control regions (ICRs) using DNA methylation levels in the PBLs.Author SummaryLarge scale gene expression studies have identified known and novel imprinted genes through allele specific expression without knowing the parental origins of each allele. Here, we take advantage of phased genotype data to assign parent of origin to RNA-seq reads in 306 individuals with gene expression data. We identified known imprinted genes as well as two novel imprinted genes in lymphoblastoid cell line gene expression. We used gene expression in PBLs to validate our findings, and DNA methylation levels in PBLs to confirm previously characterized imprinting control regions that could regulate these imprinted genes.

scholarly journals Loss of Imprinting in Human Placentas Is Widespread, Coordinated, and Predicts Birth Phenotypes

2019 ◽  
Vol 37 (2) ◽  
pp. 429-441 ◽  
Author(s):  
Claudius Vincenz ◽  
Jennie L Lovett ◽  
Weisheng Wu ◽  
Kerby Shedden ◽  
Beverly I Strassmann
Keyword(s):  
Large Fraction ◽  
Allelic Expression ◽  
Imprinted Genes ◽  
Rna Seq ◽  
Loss Of Imprinting ◽  
Expression Of Genes ◽  
Expression Bias ◽  
Maternal Effect Genes ◽  
Exon Level ◽  
Allelic Bias

Abstract Genomic imprinting leads to mono-allelic expression of genes based on parent of origin. Therian mammals and angiosperms evolved this mechanism in nutritive tissues, the placenta, and endosperm, where maternal and paternal genomes are in conflict with respect to resource allocation. We used RNA-seq to analyze allelic bias in the expression of 91 known imprinted genes in term human placentas from a prospective cohort study in Mali. A large fraction of the imprinted exons (39%) deviated from mono-allelic expression. Loss of imprinting (LOI) occurred in genes with either maternal or paternal expression bias, albeit more frequently in the former. We characterized LOI using binomial generalized linear mixed models. Variation in LOI was predominantly at the gene as opposed to the exon level, consistent with a single promoter driving the expression of most exons in a gene. Some genes were less prone to LOI than others, particularly lncRNA genes were rarely expressed from the repressed allele. Further, some individuals had more LOI than others and, within a person, the expression bias of maternally and paternally imprinted genes was correlated. We hypothesize that trans-acting maternal effect genes mediate correlated LOI and provide the mother with an additional lever to control fetal growth by extending her influence to LOI of the paternally imprinted genes. Limited evidence exists to support associations between LOI and offspring phenotypes. We show that birth length and placental weight were associated with allelic bias, making this the first comprehensive report of an association between LOI and a birth phenotype.

scholarly journals Targeted RNA-seq improves efficiency, resolution, and accuracy of allele specific expression for human term placentas

2021 ◽  
Author(s):  
Weisheng Wu ◽  
Jennie L. Lovett ◽  
Kerby Shedden ◽  
Beverly I. Strassmann ◽  
Claudius Vincenz
Keyword(s):  
Placental Tissue ◽  
Read Depth ◽  
Epigenetic Mechanism ◽  
Imprinted Genes ◽  
Rna Seq ◽  
Healthy Human ◽  
Specific Expression ◽  
Allele Specific Expression ◽  
Allele Specific ◽  
Maternal Resources

AbstractGenomic imprinting is an epigenetic mechanism that results in allele specific expression (ASE) based on parent of origin. It is known to play a role in the prenatal and postnatal allocation of maternal resources in mammals. ASE detected by whole transcriptome RNA-seq (wht-RNAseq) has been widely used to analyze imprinted genes using reciprocal crosses in mice to generate large numbers of informative SNPs. Studies in humans are more challenging due to the paucity of SNPs and the poor preservation of RNA in term placentas and other tissues. Targeted RNA-seq (tar-RNAseq) can potentially mitigate these challenges by focusing sequencing resources on the regions of interest in the transcriptome. Here we compared tar-RNAseq and wht-RNAseq in a study of ASE in known imprinted genes in placental tissue collected from a healthy human cohort in Mali, West Africa. As expected, tar-RNAseq substantially improved the coverage of SNPs. Compared to wht-RNAseq, tar-RNAseq produced on average four times more SNPs in twice as many genes per sample and read depth at the SNPs increased 4-fold. In previous research on humans, discordant ASE values for SNPs of the same gene have limited the ability to accurately quantify ASE. We show that tar-RNAseq reduces this limitation as it unexpectedly increased the concordance of ASE between SNPs of the same gene, even in cases of degraded RNA. Studies aimed at discovering associations between individual variation in ASE and phenotypes in mammals and flowering plants will benefit from the improved power and accuracy of tar-RNAseq.

scholarly journals H3K9 methyltransferase EHMT2/G9a controls ERVK-driven non-canonical imprinted genes

2021 ◽  
Author(s):  
Tie-Bo Zeng ◽  
Nicholas Pierce ◽  
Piroska Szabo
Keyword(s):  
Dna Methylation ◽  
Paternal Allele ◽  
Imprinted Genes ◽  
Rna Seq ◽  
Maternal Allele ◽  
Specific Expression ◽  
Allele Specific Expression ◽  
Methylation Difference ◽  
Allele Specific ◽  
Ectoplacental Cone

Unlike regular imprinted genes, non-canonical imprinted genes are known to not depend on gamete-specific DNA methylation difference. Instead, the paternal allele-specific expression of these genes in the extra-embryonic lineages depends on an H3K27me3-based imprint in the oocyte, but this marking is not maintained beyond pre-implantation development. The maintenance of non-canonical imprinting corresponds to maternal allele-specific DNA methylation and paternal allele-specific H3K4me3 at their somatic DMRs, which occur at ERVK repeats. We hypothesized that EHMT2, the main euchromatic H3K9 methyltransferase, also has a role in this process. Using reciprocal mouse crosses and allele-specific RNA-seq analysis, we found that the maternal allele of each known non-canonical imprinted gene was derepressed from its ERVK promoter in the Ehmt2−/− ectoplacental cone of somite-matched 8.5 dpc embryos. In the Ehmt2−/− embryos, loss of DNA methylation accompanied the derepression of both parental alleles of those ERVK promoters. Our study identifies EHMT2 as an essential player that maintains the repressed chromosomal state in non-canonical imprinting.

scholarly journals Targeted RNA-seq improves efficiency, resolution, and accuracy of allele specific expression for human term placentas

2021 ◽  
Author(s):  
Weisheng Wu ◽  
Jennie L Lovett ◽  
Kerby Shedden ◽  
Beverly I Strassmann ◽  
Claudius Vincenz
Keyword(s):  
Placental Tissue ◽  
Read Depth ◽  
Epigenetic Mechanism ◽  
Imprinted Genes ◽  
Rna Seq ◽  
Healthy Human ◽  
Specific Expression ◽  
Allele Specific Expression ◽  
Allele Specific ◽  
Maternal Resources

Abstract Genomic imprinting is an epigenetic mechanism that results in allele specific expression (ASE) based on parent of origin. It is known to play a role in the prenatal and postnatal allocation of maternal resources in mammals. ASE detected by whole transcriptome RNA-seq (wht-RNAseq) has been widely used to analyze imprinted genes using reciprocal crosses in mice to generate large numbers of informative SNPs. Studies in humans are more challenging due to the paucity of SNPs and the poor preservation of RNA in term placentas and other tissues. Targeted RNA-seq (tar-RNAseq) can potentially mitigate these challenges by focusing sequencing resources on the regions of interest in the transcriptome. Here we compared tar-RNAseq and wht-RNAseq in a study of ASE in known imprinted genes in placental tissue collected from a healthy human cohort in Mali, West Africa. As expected, tar-RNAseq substantially improved the coverage of SNPs. Compared to wht-RNAseq, tar-RNAseq produced on average four times more SNPs in twice as many genes per sample and read depth at the SNPs increased 4-fold. In previous research on humans, discordant ASE values for SNPs of the same gene have limited the ability to accurately quantify ASE. We show that tar-RNAseq reduces this limitation as it unexpectedly increased the concordance of ASE between SNPs of the same gene, even in cases of degraded RNA. Studies aimed at discovering associations between individual variation in ASE and phenotypes in mammals and flowering plants will benefit from the improved power and accuracy of tar-RNAseq.

scholarly journals Investigation of allele specific expression in various tissues of broiler chickens using the detection tool VADT

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
M. Joseph Tomlinson ◽  
Shawn W. Polson ◽  
Jing Qiu ◽  
Juniper A. Lake ◽  
William Lee ◽  
...  
Keyword(s):  
Broiler Chickens ◽  
Nucleotide Polymorphisms ◽  
Rna Seq ◽  
Specific Expression ◽  
Single Nucleotide ◽  
Allele Specific Expression ◽  
Detection Tool ◽  
Commercial Broiler ◽  
Significant Phenomenon ◽  
Allele Specific

AbstractDifferential abundance of allelic transcripts in a diploid organism, commonly referred to as allele specific expression (ASE), is a biologically significant phenomenon and can be examined using single nucleotide polymorphisms (SNPs) from RNA-seq. Quantifying ASE aids in our ability to identify and understand cis-regulatory mechanisms that influence gene expression, and thereby assist in identifying causal mutations. This study examines ASE in breast muscle, abdominal fat, and liver of commercial broiler chickens using variants called from a large sub-set of the samples (n = 68). ASE analysis was performed using a custom software called VCF ASE Detection Tool (VADT), which detects ASE of biallelic SNPs using a binomial test. On average ~ 174,000 SNPs in each tissue passed our filtering criteria and were considered informative, of which ~ 24,000 (~ 14%) showed ASE. Of all ASE SNPs, only 3.7% exhibited ASE in all three tissues, with ~ 83% showing ASE specific to a single tissue. When ASE genes (genes containing ASE SNPs) were compared between tissues, the overlap among all three tissues increased to 20.1%. Our results indicate that ASE genes show tissue-specific enrichment patterns, but all three tissues showed enrichment for pathways involved in translation.

scholarly journals Replicate sequencing libraries are important for quantification of allelic imbalance

2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Asia Mendelevich ◽  
Svetlana Vinogradova ◽  
Saumya Gupta ◽  
Andrey A. Mironov ◽  
Shamil R. Sunyaev ◽  
...  
Keyword(s):  
Allelic Imbalance ◽  
False Positive Rate ◽  
Error Rates ◽  
Differential Analysis ◽  
Rna Seq ◽  
Specific Expression ◽  
Technical Noise ◽  
Specific Analysis ◽  
Positive Rate ◽  
Allele Specific

AbstractA sensitive approach to quantitative analysis of transcriptional regulation in diploid organisms is analysis of allelic imbalance (AI) in RNA sequencing (RNA-seq) data. A near-universal practice in such studies is to prepare and sequence only one library per RNA sample. We present theoretical and experimental evidence that data from a single RNA-seq library is insufficient for reliable quantification of the contribution of technical noise to the observed AI signal; consequently, reliance on one-replicate experimental design can lead to unaccounted-for variation in error rates in allele-specific analysis. We develop a computational approach, Qllelic, that accurately accounts for technical noise by making use of replicate RNA-seq libraries. Testing on new and existing datasets shows that application of Qllelic greatly decreases false positive rate in allele-specific analysis while conserving appropriate signal, and thus greatly improves reproducibility of AI estimates. We explore sources of technical overdispersion in observed AI signal and conclude by discussing design of RNA-seq studies addressing two biologically important questions: quantification of transcriptome-wide AI in one sample, and differential analysis of allele-specific expression between samples.

scholarly journals Analysis of Allele-Specific Expression in Mouse Liver by RNA-Seq: A Comparison With Cis-eQTL Identified Using Genetic Linkage

Genetics ◽  
2013 ◽  
Vol 195 (3) ◽  
pp. 1157-1166 ◽  
Author(s):  
Sandrine Lagarrigue ◽  
Lisa Martin ◽  
Farhad Hormozdiari ◽  
Pierre-François Roux ◽  
Calvin Pan ◽  
...  
Keyword(s):  
Mouse Liver ◽  
Genetic Linkage ◽  
Rna Seq ◽  
Specific Expression ◽  
Allele Specific Expression ◽  
Allele Specific
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