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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...

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Autores principales: Yu, Chih-Chieh, Furukawa, Mari, Kobayashi, Kazuhiro, Shikishima, Chizuru, Cha, Pei-Chieng, Sese, Jun, Sugawara, Hiroko, Iwamoto, Kazuya, Kato, Tadafumi, Ando, Juko, Toda, Tatsushi
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
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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.
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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
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