Cargando…
Genome-Wide DNA Methylation and Gene Expression Analyses of Monozygotic Twins Discordant for Intelligence Levels
Human intelligence, as measured by intelligence quotient (IQ) tests, demonstrates one of the highest heritabilities among human quantitative traits. Nevertheless, studies to identify quantitative trait loci responsible for intelligence face challenges because of the small effect sizes of individual...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3474830/ https://www.ncbi.nlm.nih.gov/pubmed/23082141 http://dx.doi.org/10.1371/journal.pone.0047081 |
_version_ | 1782246851549855744 |
---|---|
author | Yu, Chih-Chieh Furukawa, Mari Kobayashi, Kazuhiro Shikishima, Chizuru Cha, Pei-Chieng Sese, Jun Sugawara, Hiroko Iwamoto, Kazuya Kato, Tadafumi Ando, Juko Toda, Tatsushi |
author_facet | Yu, Chih-Chieh Furukawa, Mari Kobayashi, Kazuhiro Shikishima, Chizuru Cha, Pei-Chieng Sese, Jun Sugawara, Hiroko Iwamoto, Kazuya Kato, Tadafumi Ando, Juko Toda, Tatsushi |
author_sort | Yu, Chih-Chieh |
collection | PubMed |
description | Human intelligence, as measured by intelligence quotient (IQ) tests, demonstrates one of the highest heritabilities among human quantitative traits. Nevertheless, studies to identify quantitative trait loci responsible for intelligence face challenges because of the small effect sizes of individual genes. Phenotypically discordant monozygotic (MZ) twins provide a feasible way to minimize the effects of irrelevant genetic and environmental factors, and should yield more interpretable results by finding epigenetic or gene expression differences between twins. Here we conducted array-based genome-wide DNA methylation and gene expression analyses using 17 pairs of healthy MZ twins discordant intelligently. ARHGAP18, related to Rho GTPase, was identified in pair-wise methylation status analysis and validated via direct bisulfite sequencing and quantitative RT-PCR. To perform expression profile analysis, gene set enrichment analysis (GSEA) between the groups of twins with higher IQ and their co-twins revealed up-regulated expression of several ribosome-related genes and DNA replication-related genes in the group with higher IQ. To focus more on individual pairs, we conducted pair-wise GSEA and leading edge analysis, which indicated up-regulated expression of several ion channel-related genes in twins with lower IQ. Our findings implied that these groups of genes may be related to IQ and should shed light on the mechanism underlying human intelligence. |
format | Online Article Text |
id | pubmed-3474830 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-34748302012-10-18 Genome-Wide DNA Methylation and Gene Expression Analyses of Monozygotic Twins Discordant for Intelligence Levels Yu, Chih-Chieh Furukawa, Mari Kobayashi, Kazuhiro Shikishima, Chizuru Cha, Pei-Chieng Sese, Jun Sugawara, Hiroko Iwamoto, Kazuya Kato, Tadafumi Ando, Juko Toda, Tatsushi PLoS One Research Article Human intelligence, as measured by intelligence quotient (IQ) tests, demonstrates one of the highest heritabilities among human quantitative traits. Nevertheless, studies to identify quantitative trait loci responsible for intelligence face challenges because of the small effect sizes of individual genes. Phenotypically discordant monozygotic (MZ) twins provide a feasible way to minimize the effects of irrelevant genetic and environmental factors, and should yield more interpretable results by finding epigenetic or gene expression differences between twins. Here we conducted array-based genome-wide DNA methylation and gene expression analyses using 17 pairs of healthy MZ twins discordant intelligently. ARHGAP18, related to Rho GTPase, was identified in pair-wise methylation status analysis and validated via direct bisulfite sequencing and quantitative RT-PCR. To perform expression profile analysis, gene set enrichment analysis (GSEA) between the groups of twins with higher IQ and their co-twins revealed up-regulated expression of several ribosome-related genes and DNA replication-related genes in the group with higher IQ. To focus more on individual pairs, we conducted pair-wise GSEA and leading edge analysis, which indicated up-regulated expression of several ion channel-related genes in twins with lower IQ. Our findings implied that these groups of genes may be related to IQ and should shed light on the mechanism underlying human intelligence. Public Library of Science 2012-10-17 /pmc/articles/PMC3474830/ /pubmed/23082141 http://dx.doi.org/10.1371/journal.pone.0047081 Text en © 2012 Yu et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Yu, Chih-Chieh Furukawa, Mari Kobayashi, Kazuhiro Shikishima, Chizuru Cha, Pei-Chieng Sese, Jun Sugawara, Hiroko Iwamoto, Kazuya Kato, Tadafumi Ando, Juko Toda, Tatsushi Genome-Wide DNA Methylation and Gene Expression Analyses of Monozygotic Twins Discordant for Intelligence Levels |
title | Genome-Wide DNA Methylation and Gene Expression Analyses of Monozygotic Twins Discordant for Intelligence Levels |
title_full | Genome-Wide DNA Methylation and Gene Expression Analyses of Monozygotic Twins Discordant for Intelligence Levels |
title_fullStr | Genome-Wide DNA Methylation and Gene Expression Analyses of Monozygotic Twins Discordant for Intelligence Levels |
title_full_unstemmed | Genome-Wide DNA Methylation and Gene Expression Analyses of Monozygotic Twins Discordant for Intelligence Levels |
title_short | Genome-Wide DNA Methylation and Gene Expression Analyses of Monozygotic Twins Discordant for Intelligence Levels |
title_sort | genome-wide dna methylation and gene expression analyses of monozygotic twins discordant for intelligence levels |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3474830/ https://www.ncbi.nlm.nih.gov/pubmed/23082141 http://dx.doi.org/10.1371/journal.pone.0047081 |
work_keys_str_mv | AT yuchihchieh genomewidednamethylationandgeneexpressionanalysesofmonozygotictwinsdiscordantforintelligencelevels AT furukawamari genomewidednamethylationandgeneexpressionanalysesofmonozygotictwinsdiscordantforintelligencelevels AT kobayashikazuhiro genomewidednamethylationandgeneexpressionanalysesofmonozygotictwinsdiscordantforintelligencelevels AT shikishimachizuru genomewidednamethylationandgeneexpressionanalysesofmonozygotictwinsdiscordantforintelligencelevels AT chapeichieng genomewidednamethylationandgeneexpressionanalysesofmonozygotictwinsdiscordantforintelligencelevels AT sesejun genomewidednamethylationandgeneexpressionanalysesofmonozygotictwinsdiscordantforintelligencelevels AT sugawarahiroko genomewidednamethylationandgeneexpressionanalysesofmonozygotictwinsdiscordantforintelligencelevels AT iwamotokazuya genomewidednamethylationandgeneexpressionanalysesofmonozygotictwinsdiscordantforintelligencelevels AT katotadafumi genomewidednamethylationandgeneexpressionanalysesofmonozygotictwinsdiscordantforintelligencelevels AT andojuko genomewidednamethylationandgeneexpressionanalysesofmonozygotictwinsdiscordantforintelligencelevels AT todatatsushi genomewidednamethylationandgeneexpressionanalysesofmonozygotictwinsdiscordantforintelligencelevels |