Aging is a major risk factor for chronic disease in the human population, but there are little human data on gene expression alterations that accompany the process. We examined human peripheral blood leukocyte in-vivo RNA in a large-scale transcriptomic microarray study (subjects aged 30-104 years). We tested associations between probe expression intensity and advancing age (adjusting for confounding factors), initially in a discovery set (n = 458), following-up findings in a replication set (n = 240). We confirmed expression of key results by real-time PCR. Of 16 571 expressed probes, only 295 (2%) were robustly associated with age. Just six probes were required for a highly efficient model for distinguishing between young and old (area under the curve in replication set; 95%). The focused nature of age-related gene expression may therefore provide potential biomarkers of aging. Similarly, only 7 of 1065 biological or metabolic pathways were age-associated, in gene set enrichment analysis, notably including the processing of messenger RNAs (mRNAs); [P < 0.002, false discovery rate (FDR) q < 0.05]. This is supported by our observation of age-associated disruption to the balance of alternatively expressed isoforms for selected genes, suggesting that modification of mRNA processing may be a feature of human aging.
机构:
Kyoto Womens Univ, Dept Food & Nutr, 35 Kitahiyoshicho Imakumano,Higashiyama ku, Kyoto, Kyoto 6058501, Japan
Univ Tokyo, Grad Sch Agr & Life Sci, Dept Appl Biol Chem, Bunkyo ku, Tokyo, JapanKyoto Womens Univ, Dept Food & Nutr, 35 Kitahiyoshicho Imakumano,Higashiyama ku, Kyoto, Kyoto 6058501, Japan
Narukawa, Masataka
Saito, Yoshikazu
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Univ Tokyo, Grad Sch Agr & Life Sci, Dept Appl Biol Chem, Bunkyo ku, Tokyo, Japan
Toyo Inst Food Technol, Res Dept, Kawanishi, Hyogo, JapanKyoto Womens Univ, Dept Food & Nutr, 35 Kitahiyoshicho Imakumano,Higashiyama ku, Kyoto, Kyoto 6058501, Japan
Saito, Yoshikazu
Kasahara, Yoichi
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Univ Tokyo, Grad Sch Agr & Life Sci, Dept Appl Biol Chem, Bunkyo ku, Tokyo, JapanKyoto Womens Univ, Dept Food & Nutr, 35 Kitahiyoshicho Imakumano,Higashiyama ku, Kyoto, Kyoto 6058501, Japan
Kasahara, Yoichi
Asakura, Tomiko
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Univ Tokyo, Grad Sch Agr & Life Sci, Dept Appl Biol Chem, Bunkyo ku, Tokyo, Japan
Open Univ Japan, Dept Liberal Arts, Chiba, Chiba, JapanKyoto Womens Univ, Dept Food & Nutr, 35 Kitahiyoshicho Imakumano,Higashiyama ku, Kyoto, Kyoto 6058501, Japan
Asakura, Tomiko
Misaka, Takumi
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Univ Tokyo, Grad Sch Agr & Life Sci, Dept Appl Biol Chem, Bunkyo ku, Tokyo, JapanKyoto Womens Univ, Dept Food & Nutr, 35 Kitahiyoshicho Imakumano,Higashiyama ku, Kyoto, Kyoto 6058501, Japan
机构:US EPA, Natl Hlth & Environm Effects Res Lab, Div Environm Carcinogenesis, ORD, Res Triangle Pk, NC 27711 USA
Lee, Janice S.
Ward, William O.
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机构:US EPA, Natl Hlth & Environm Effects Res Lab, Div Environm Carcinogenesis, ORD, Res Triangle Pk, NC 27711 USA
Ward, William O.
Wolf, Douglas C.
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机构:US EPA, Natl Hlth & Environm Effects Res Lab, Div Environm Carcinogenesis, ORD, Res Triangle Pk, NC 27711 USA
Wolf, Douglas C.
Allen, James W.
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机构:US EPA, Natl Hlth & Environm Effects Res Lab, Div Environm Carcinogenesis, ORD, Res Triangle Pk, NC 27711 USA
Allen, James W.
Mills, Camilla
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机构:
N Carolina Cent Univ, Durham, NC 27707 USAUS EPA, Natl Hlth & Environm Effects Res Lab, Div Environm Carcinogenesis, ORD, Res Triangle Pk, NC 27711 USA
Mills, Camilla
DeVito, Michael J.
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机构:US EPA, Natl Hlth & Environm Effects Res Lab, Div Environm Carcinogenesis, ORD, Res Triangle Pk, NC 27711 USA
DeVito, Michael J.
Corton, J. Christopher
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US EPA, Natl Hlth & Environm Effects Res Lab, Div Environm Carcinogenesis, ORD, Res Triangle Pk, NC 27711 USA
US EPA, NHEERL Toxicogenom Core, Res Triangle Pk, NC 27711 USAUS EPA, Natl Hlth & Environm Effects Res Lab, Div Environm Carcinogenesis, ORD, Res Triangle Pk, NC 27711 USA
机构:European Molecular Biology Laboratory—European Bioinformatics Institute,Lund University Diabetes Center, Department of Clinical Sciences, Diabetes and Endocrinology
Jing Su
Carl Ekman
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机构:European Molecular Biology Laboratory—European Bioinformatics Institute,Lund University Diabetes Center, Department of Clinical Sciences, Diabetes and Endocrinology
Carl Ekman
Nikolay Oskolkov
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机构:European Molecular Biology Laboratory—European Bioinformatics Institute,Lund University Diabetes Center, Department of Clinical Sciences, Diabetes and Endocrinology
Nikolay Oskolkov
Leo Lahti
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机构:European Molecular Biology Laboratory—European Bioinformatics Institute,Lund University Diabetes Center, Department of Clinical Sciences, Diabetes and Endocrinology
Leo Lahti
Kristoffer Ström
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机构:European Molecular Biology Laboratory—European Bioinformatics Institute,Lund University Diabetes Center, Department of Clinical Sciences, Diabetes and Endocrinology
Kristoffer Ström
Alvis Brazma
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机构:European Molecular Biology Laboratory—European Bioinformatics Institute,Lund University Diabetes Center, Department of Clinical Sciences, Diabetes and Endocrinology
Alvis Brazma
Leif Groop
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机构:European Molecular Biology Laboratory—European Bioinformatics Institute,Lund University Diabetes Center, Department of Clinical Sciences, Diabetes and Endocrinology
Leif Groop
Johan Rung
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机构:European Molecular Biology Laboratory—European Bioinformatics Institute,Lund University Diabetes Center, Department of Clinical Sciences, Diabetes and Endocrinology
Johan Rung
Ola Hansson
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机构:European Molecular Biology Laboratory—European Bioinformatics Institute,Lund University Diabetes Center, Department of Clinical Sciences, Diabetes and Endocrinology