Homo sapiens
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA236355 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR1142766_1.fastq.gz | Fastqsanger.gz | |||
| SRR1142766_2.fastq.gz | Fastqsanger.gz | |||
| SRR1142767_1.fastq.gz | Fastqsanger.gz | |||
| SRR1142767_2.fastq.gz | Fastqsanger.gz | |||
| SRR1142768_1.fastq.gz | Fastqsanger.gz |
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Project description:The relationship between DNA methylation, genetic and expression inter-individual variation in untransformed human fibroblasts [methylation profiling]
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Project description:The relationship between DNA methylation, genetic and expression inter-individual variation in untransformed human fibroblasts [genotyping]
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Project description:The relationship between DNA methylation, genetic and expression inter-individual variation in untransformed human fibroblasts [expression profiling]
| PRJNA231457 | ENA
Project description:Background DNA methylation has long been known to play an essential role in the epigenetic regulation of gene expression and other cellular functions, and has been in some cases linked to genetic variation. While its presence near the transcription start site of a gene has been associated with reduced expression, the variation in methylation levels across individuals, its environmental or genetic causes, and its association with gene expression remain poorly understood. Results We report the joint analysis of sequence variants, gene expression and DNA methylation in primary fibroblast samples derived from a set of 62 unrelated individuals. Approximately 2% of the most variable CpG sites are mappable in cis to sequence variation, usually within 5kb. However, only 5% of those mappable CpG sites also have methylation levels that correlate in cis with a gene's expression level. Methylation and gene expression are often correlated but not always in the expected direction (negative for promoter CpGs, positive for gene body CpGs). Population-level correlation between methylation and expression is strongest in a subset of developmentally significant genes, including all four HOX clusters. The presence and sign of this correlation are best predicted using specific histone marks or DNase hypersensitivity rather than position of the CpG site with respect to the gene, showing that other epigenetic markers are necessary to interpret downstream effects of individual methylation variants. Conclusion Our results indicate strong relationships between gene expression and DNA methylation in untransformed adult human fibroblasts, with considerable involvement of chromatin features and relatively modest involvement of sequence variation. 62 human skin fibroblast samples obtained from Coriell and McGill Cellbank, bisulfite converted DNA was hybridized to the Illumina Infinium 450K chip.
2013-12-10 | E-GEOD-52025 | biostudies-arrayexpress
Project description:Background DNA methylation has long been known to play an essential role in the epigenetic regulation of gene expression and other cellular functions, and has been in some cases linked to genetic variation. While its presence near the transcription start site of a gene has been associated with reduced expression, the variation in methylation levels across individuals, its environmental or genetic causes, and its association with gene expression remain poorly understood. Results We report the joint analysis of sequence variants, gene expression and DNA methylation in primary fibroblast samples derived from a set of 62 unrelated individuals. Approximately 2% of the most variable CpG sites are mappable in cis to sequence variation, usually within 5kb. However, only 5% of those mappable CpG sites also have methylation levels that correlate in cis with a gene's expression level. Methylation and gene expression are often correlated but not always in the expected direction (negative for promoter CpGs, positive for gene body CpGs). Population-level correlation between methylation and expression is strongest in a subset of developmentally significant genes, including all four HOX clusters. The presence and sign of this correlation are best predicted using specific histone marks or DNase hypersensitivity rather than position of the CpG site with respect to the gene, showing that other epigenetic markers are necessary to interpret downstream effects of individual methylation variants. Conclusion Our results indicate strong relationships between gene expression and DNA methylation in untransformed adult human fibroblasts, with considerable involvement of chromatin features and relatively modest involvement of sequence variation. Four human skin fibroblast samples obtained from Coriell. Bisulfite converted DNA was sequenced using the Illumina HiSeq 2000 system.
2014-01-25 | E-GEOD-54373 | biostudies-arrayexpress
Project description:Analysis of the extent to which inter-individual variation in mRNA decay contributes to inter-individual variation in gene expression levels in humans. The study examines properties of genome-wide decay rates and the relationship between mRNA decay and gene expression across genes, across individuals, and finally across genotype classes.
2012-10-01 | GSE37451 | GEO
Project description:DNA methylation is the major repression mechanism for human retrotransposons, such as the Alu family. Here, we have derived methylation levels regarding 5238 loci belonging to two Alu subfamilies, AluYa5 and AluYb8, using High-Throughput Targeted Repeat Element Bisulfite Sequencing (HT-TREBS). The results indicate that ~90% of loci are repressed by high methylation levels. Of the remaining loci, many of these hypomethylated elements are found near gene promoters and show high levels of DNA methylation variation. We have characterized this variation in the context of tumorigenesis and inter-individual differences. Comparison of a primary breast tumor and its matched normal tissue revealed early DNA methylation changes in ~1% of AluYb8 elements in response to tumorigenesis. At the same time, AluYa5/Yb8 elements proximal to promoters also showed differences in methylation of up to one order of magnitude even between normal individuals. Overall, the current study demonstrates that early loss of methylation occurs during tumorigenesis in a subset of young Alu elements, suggesting their potential clinical relevance. However, techniques such as deep-bisulfite-sequencing of individual loci using HT-TREBS are required to distinguish clinically relevant loci from the background observed for AluYa5/Yb8 elements in general with regard to high levels of inter-individual variation in DNA methylation.
2016-10-27 | GSE74420 | GEO
Project description:DNA methylation is the major repression mechanism for human retrotransposons, such as the Alu family. Here, we have derived methylation levels regarding 5238 loci belonging to two Alu subfamilies, AluYa5 and AluYb8, using High-Throughput Targeted Repeat Element Bisulfite Sequencing (HT-TREBS). The results indicate that ~90% of loci are repressed by high methylation levels. Of the remaining loci, many of these hypomethylated elements are found near gene promoters and show high levels of DNA methylation variation. We have characterized this variation in the context of tumorigenesis and inter-individual differences. Comparison of a primary breast tumor and its matched normal tissue revealed early DNA methylation changes in ~1% of AluYb8 elements in response to tumorigenesis. At the same time, AluYa5/Yb8 elements proximal to promoters also showed differences in methylation of up to one order of magnitude even between normal individuals. Overall, the current study demonstrates that early loss of methylation occurs during tumorigenesis in a subset of young Alu elements, suggesting their potential clinical relevance. However, techniques such as deep-bisulfite-sequencing of individual loci using HT-TREBS are required to distinguish clinically relevant loci from the background observed for AluYa5/Yb8 elements in general with regard to high levels of inter-individual variation in DNA methylation. HT-TREBS has been used with the Ion Torrent PGM platform to analyze the DNA methylation of 5238 AluYa5/Yb8 elements in a locus-specific manner in human skin-derived fibroblast cells, and a matched normal breast and primary tumor
2016-10-27 | E-GEOD-74420 | biostudies-arrayexpress
Project description:Background: DNA methylation has long been known to play an essential role in the epigenetic regulation of gene expression and other cellular functions, and has been in some cases linked to genetic variation. While its presence near the transcription start site of a gene has been associated with reduced expression, the variation in methylation levels across individuals, its environmental or genetic causes, and its association with gene expression remain poorly understood. Results: We report the joint analysis of sequence variants, gene expression and DNA methylation in primary fibroblast samples derived from a set of 62 unrelated individuals. Approximately 2% of the most variable CpG sites are mappable in cis to sequence variation, usually within 5kb. Via eQTL analysis with microarray data combined with mapping of allelic expression regions, we obtained a set of 2770 regions mappable in cis to sequence variation. In 9.5% of these expressed regions, an associated SNP was also a methylation QTL. Methylation and gene expression are often correlated without direct discernible involvement of sequence variation, but not always in the expected direction (negative for promoter CpGs, positive for gene body CpGs). Population-level correlation between methylation and expression is strongest in a subset of developmentally significant genes, including all four HOX clusters. The presence and sign of this correlation are best predicted using specific histone marks or DNase I hypersensitivity rather than position of the CpG site with respect to the gene, showing that other epigenetic markers are necessary to interpret downstream effects of individual methylation variants. Conclusion: Our results indicate a wide variety of relationships between gene expression, DNA methylation and sequence variation in untransformed adult human fibroblasts, with considerable involvement of chromatin features. We note particularly high levels of variation and correlation in DNA methylation and gene expression at key developmental loci, with little discernible involvement of sequence variation.
2013-12-13 | GSE53243 | GEO