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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...

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Autores principales: Laurila, Kirsti, Autio, Reija, Kong, Lingjia, Närvä, Elisa, Hussein, Samer, Otonkoski, Timo, Lahesmaa, Riitta, Lähdesmäki, Harri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
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.
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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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