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Integrative genomics and transcriptomics analysis of human embryonic and induced pluripotent stem cells
BACKGROUND: Human genomic variations, including single nucleotide polymorphisms (SNPs) and copy number variations (CNVs), are associated with several phenotypic traits varying from mild features to hereditary diseases. Several genome-wide studies have reported genomic variants that correlate with ge...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4298950/ https://www.ncbi.nlm.nih.gov/pubmed/25649046 http://dx.doi.org/10.1186/s13040-014-0032-2 |
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author | Laurila, Kirsti Autio, Reija Kong, Lingjia Närvä, Elisa Hussein, Samer Otonkoski, Timo Lahesmaa, Riitta Lähdesmäki, Harri |
author_facet | Laurila, Kirsti Autio, Reija Kong, Lingjia Närvä, Elisa Hussein, Samer Otonkoski, Timo Lahesmaa, Riitta Lähdesmäki, Harri |
author_sort | Laurila, Kirsti |
collection | PubMed |
description | BACKGROUND: Human genomic variations, including single nucleotide polymorphisms (SNPs) and copy number variations (CNVs), are associated with several phenotypic traits varying from mild features to hereditary diseases. Several genome-wide studies have reported genomic variants that correlate with gene expression levels in various tissue and cell types. RESULTS: We studied human embryonic stem cells (hESCs) and human induced pluripotent stem cells (hiPSCs) measuring the SNPs and CNVs with Affymetrix SNP 6 microarrays and expression values with Affymetrix Exon microarrays. We computed the linear relationships between SNPs and expression levels of exons, transcripts and genes, and the associations between gene CNVs and gene expression levels. Further, for a few of the resulted genes, the expression value was associated with both CNVs and SNPs. Our results revealed altogether 217 genes and 584 SNPs whose genomic alterations affect the transcriptome in the same cells. We analyzed the enriched pathways and gene ontologies within these groups of genes, and found out that the terms related to alternative splicing and development were enriched. CONCLUSIONS: Our results revealed that in the human pluripotent stem cells, the expression values of several genes, transcripts and exons were affected due to the genomic variation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13040-014-0032-2) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4298950 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-42989502015-02-03 Integrative genomics and transcriptomics analysis of human embryonic and induced pluripotent stem cells Laurila, Kirsti Autio, Reija Kong, Lingjia Närvä, Elisa Hussein, Samer Otonkoski, Timo Lahesmaa, Riitta Lähdesmäki, Harri BioData Min Research BACKGROUND: Human genomic variations, including single nucleotide polymorphisms (SNPs) and copy number variations (CNVs), are associated with several phenotypic traits varying from mild features to hereditary diseases. Several genome-wide studies have reported genomic variants that correlate with gene expression levels in various tissue and cell types. RESULTS: We studied human embryonic stem cells (hESCs) and human induced pluripotent stem cells (hiPSCs) measuring the SNPs and CNVs with Affymetrix SNP 6 microarrays and expression values with Affymetrix Exon microarrays. We computed the linear relationships between SNPs and expression levels of exons, transcripts and genes, and the associations between gene CNVs and gene expression levels. Further, for a few of the resulted genes, the expression value was associated with both CNVs and SNPs. Our results revealed altogether 217 genes and 584 SNPs whose genomic alterations affect the transcriptome in the same cells. We analyzed the enriched pathways and gene ontologies within these groups of genes, and found out that the terms related to alternative splicing and development were enriched. CONCLUSIONS: Our results revealed that in the human pluripotent stem cells, the expression values of several genes, transcripts and exons were affected due to the genomic variation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13040-014-0032-2) contains supplementary material, which is available to authorized users. BioMed Central 2014-12-13 /pmc/articles/PMC4298950/ /pubmed/25649046 http://dx.doi.org/10.1186/s13040-014-0032-2 Text en © Laurila et al.; licensee BioMed Central. 2014 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Laurila, Kirsti Autio, Reija Kong, Lingjia Närvä, Elisa Hussein, Samer Otonkoski, Timo Lahesmaa, Riitta Lähdesmäki, Harri Integrative genomics and transcriptomics analysis of human embryonic and induced pluripotent stem cells |
title | Integrative genomics and transcriptomics analysis of human embryonic and induced pluripotent stem cells |
title_full | Integrative genomics and transcriptomics analysis of human embryonic and induced pluripotent stem cells |
title_fullStr | Integrative genomics and transcriptomics analysis of human embryonic and induced pluripotent stem cells |
title_full_unstemmed | Integrative genomics and transcriptomics analysis of human embryonic and induced pluripotent stem cells |
title_short | Integrative genomics and transcriptomics analysis of human embryonic and induced pluripotent stem cells |
title_sort | integrative genomics and transcriptomics analysis of human embryonic and induced pluripotent stem cells |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4298950/ https://www.ncbi.nlm.nih.gov/pubmed/25649046 http://dx.doi.org/10.1186/s13040-014-0032-2 |
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