Differential Methylation Signatures in Severely Calcified Carotid Plaques by Genome-Wide Comprehensive Analysis
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作者:
Katano, Hiroyuki
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Nagoya City Univ, Dept Neurosurg, Grad Sch Med Sci, Nagoya, Aichi, Japan
Nagoya City Univ, Dept Med Informat, Grad Sch Med Sci, Nagoya, Aichi, JapanNagoya City Univ, Dept Neurosurg, Grad Sch Med Sci, Nagoya, Aichi, Japan
Katano, Hiroyuki
[1
,2
]
Nishikawa, Yusuke
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Nagoya City Univ, Dept Neurosurg, Grad Sch Med Sci, Nagoya, Aichi, JapanNagoya City Univ, Dept Neurosurg, Grad Sch Med Sci, Nagoya, Aichi, Japan
Nishikawa, Yusuke
[1
]
Yamada, Hiroshi
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Nagoya City Univ, Dept Neurosurg, Grad Sch Med Sci, Nagoya, Aichi, JapanNagoya City Univ, Dept Neurosurg, Grad Sch Med Sci, Nagoya, Aichi, Japan
Yamada, Hiroshi
[1
]
Yamanaka, Tomoyasu
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Nagoya City Univ, Dept Neurosurg, Grad Sch Med Sci, Nagoya, Aichi, JapanNagoya City Univ, Dept Neurosurg, Grad Sch Med Sci, Nagoya, Aichi, Japan
Yamanaka, Tomoyasu
[1
]
Mase, Mitsuhito
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Nagoya City Univ, Dept Neurosurg, Grad Sch Med Sci, Nagoya, Aichi, JapanNagoya City Univ, Dept Neurosurg, Grad Sch Med Sci, Nagoya, Aichi, Japan
Mase, Mitsuhito
[1
]
机构:
[1] Nagoya City Univ, Dept Neurosurg, Grad Sch Med Sci, Nagoya, Aichi, Japan
[2] Nagoya City Univ, Dept Med Informat, Grad Sch Med Sci, Nagoya, Aichi, Japan
Background: The precise cellular behaviors of calcification, including its molecular and genetic activities, have not yet been fully established for carotid plaques. Objective: We sought specific genes with tissue-specific differential methylation associated with carotid calcification status. Methods: We classified eight plaques from carotid endarterectomy patients as high- or low-calcified based on their Agatston calcium scores. We analyzed differential DNA methylation and performed bioinformatics data mining. Results: A high correlation of average methylation levels (beta-values) in promoter regions between high- and low-calcified plaque groups was observed. A principal component analysis of DNA methylation values in promoters of specimens revealed two independent clusters for high- and low-calcified plaques. Volcano plots for methylation differences in promoter regions showed that significantly hypomethylated probes were more frequently found for high-calcified plaques than more methylated probes. Differential hypomethylation of receptor activity-modifying protein 1 (RAMP1) in high-calcified plaques was commonly extracted in both the promoter region and the cytosine-phosphate-guanine (CpG) island shore region, where differential methylation had been reported to be more tissue-specific. Kyoto Encyclopedia of Genes and Genomes pathway analysis annotated a pathway associated with vascular smooth muscle contraction in the differentially methylated genes of the promoter and CpG island shore regions in high-calcified plaques. Conclusion: Among the extracted differentially methylated genes, hypomethylated genes were more dominant than more methylated genes. The augmentation of RAMP1 by hypomethylation may contribute to the enhancement of anti-atherosclerotic effects and hence stability in high-calcified plaques. These results contribute to our understanding of the genetic signatures associated with calcification status and cellular activity in carotid plaques.
机构:
Nagoya City Univ, Grad Sch Med Sci, Dept Neurosurg, Nagoya, Aichi, Japan
Nagoya City Univ, Grad Sch Med Sci, Dept Med Informat & Integrat Med, Nagoya, Aichi, JapanNagoya City Univ, Grad Sch Med Sci, Dept Neurosurg, Nagoya, Aichi, Japan
Katano, Hiroyuki
Nishikawa, Yusuke
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Nagoya City Univ, Grad Sch Med Sci, Dept Neurosurg, Nagoya, Aichi, JapanNagoya City Univ, Grad Sch Med Sci, Dept Neurosurg, Nagoya, Aichi, Japan
Nishikawa, Yusuke
Yamada, Hiroshi
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Nagoya City Univ, Grad Sch Med Sci, Dept Neurosurg, Nagoya, Aichi, JapanNagoya City Univ, Grad Sch Med Sci, Dept Neurosurg, Nagoya, Aichi, Japan
Yamada, Hiroshi
Yamada, Kazuo
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Nagoya City Rehabil Ctr, Nagoya, Aichi, JapanNagoya City Univ, Grad Sch Med Sci, Dept Neurosurg, Nagoya, Aichi, Japan
Yamada, Kazuo
Mase, Mitsuhito
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Nagoya City Univ, Grad Sch Med Sci, Dept Neurosurg, Nagoya, Aichi, JapanNagoya City Univ, Grad Sch Med Sci, Dept Neurosurg, Nagoya, Aichi, Japan
机构:
Cent Drug Res Inst, Div Endocrinol, Lucknow 226031, Uttar Pradesh, IndiaCent Drug Res Inst, Div Endocrinol, Lucknow 226031, Uttar Pradesh, India
Sujit, Kumar Mohanty
Sarkar, Saumya
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Cent Drug Res Inst, Div Endocrinol, Lucknow 226031, Uttar Pradesh, IndiaCent Drug Res Inst, Div Endocrinol, Lucknow 226031, Uttar Pradesh, India
Sarkar, Saumya
Singh, Vertika
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Banaras Hindu Univ, Dept Mol & Human Genet, Varanasi 221005, Uttar Pradesh, IndiaCent Drug Res Inst, Div Endocrinol, Lucknow 226031, Uttar Pradesh, India
Singh, Vertika
Pandey, Rajesh
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CSIR, Inst Genom & Integrat Biol, Ayurgen Unit, TRISUTRA, New Delhi 110025, India
MRC Harwell Inst, Mammalian Genet Unit, Harwell Sci & Innovat Campus, Didcot OX11 0RD, Oxon, EnglandCent Drug Res Inst, Div Endocrinol, Lucknow 226031, Uttar Pradesh, India
Pandey, Rajesh
Agrawal, Neeraj Kumar
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Banaras Hindu Univ, Inst Med Sci, Dept Endocrinol & Metab, Varanasi 221005, Uttar Pradesh, IndiaCent Drug Res Inst, Div Endocrinol, Lucknow 226031, Uttar Pradesh, India
Agrawal, Neeraj Kumar
Trivedi, Sameer
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Banaras Hindu Univ, Inst Med Sci, Dept Urol, Varanasi 221005, Uttar Pradesh, IndiaCent Drug Res Inst, Div Endocrinol, Lucknow 226031, Uttar Pradesh, India
Trivedi, Sameer
Singh, Kiran
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Banaras Hindu Univ, Dept Mol & Human Genet, Varanasi 221005, Uttar Pradesh, IndiaCent Drug Res Inst, Div Endocrinol, Lucknow 226031, Uttar Pradesh, India
Singh, Kiran
Gupta, Gopal
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Cent Drug Res Inst, Div Endocrinol, Lucknow 226031, Uttar Pradesh, IndiaCent Drug Res Inst, Div Endocrinol, Lucknow 226031, Uttar Pradesh, India
Gupta, Gopal
Rajender, Singh
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Cent Drug Res Inst, Div Endocrinol, Lucknow 226031, Uttar Pradesh, IndiaCent Drug Res Inst, Div Endocrinol, Lucknow 226031, Uttar Pradesh, India
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Univ Michigan, Dept Internal Med, Ann Arbor, MI 48109 USAUniv Michigan, Dept Internal Med, Ann Arbor, MI 48109 USA
Weeding, Emma
Coit, Patrick
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Univ Michigan, Dept Internal Med, Div Rheumatol, Ann Arbor, MI 48109 USAUniv Michigan, Dept Internal Med, Ann Arbor, MI 48109 USA
Coit, Patrick
Yalavarthi, Srilakshmi
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Univ Michigan, Dept Internal Med, Div Rheumatol, Ann Arbor, MI 48109 USAUniv Michigan, Dept Internal Med, Ann Arbor, MI 48109 USA
Yalavarthi, Srilakshmi
Kaplan, Mariana J.
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NIAMSD, Syst Autoimmun Branch, NIH, Bethesda, MD 20892 USAUniv Michigan, Dept Internal Med, Ann Arbor, MI 48109 USA
Kaplan, Mariana J.
Knight, Jason S.
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Univ Michigan, Dept Internal Med, Div Rheumatol, Ann Arbor, MI 48109 USAUniv Michigan, Dept Internal Med, Ann Arbor, MI 48109 USA
Knight, Jason S.
Sawalha, Amr H.
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Univ Michigan, Dept Internal Med, Div Rheumatol, Ann Arbor, MI 48109 USA
Univ Michigan, Ctr Computat Med & Bioinformat, Ann Arbor, MI 48109 USAUniv Michigan, Dept Internal Med, Ann Arbor, MI 48109 USA
机构:
Kyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, JapanKyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, Japan
Yamada, Nobuhisa
Yasui, Kohichiroh
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Kyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, JapanKyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, Japan
Yasui, Kohichiroh
Dohi, Osamu
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Kyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, JapanKyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, Japan
Dohi, Osamu
Gen, Yasuyuki
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Kyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, JapanKyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, Japan
Gen, Yasuyuki
Tomie, Akira
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Kyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, JapanKyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, Japan
Tomie, Akira
Kitaichi, Tomoko
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Kyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, JapanKyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, Japan
Kitaichi, Tomoko
Iwai, Naoto
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Kyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, JapanKyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, Japan
Iwai, Naoto
Mitsuyoshi, Hironori
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Kyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, JapanKyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, Japan
Mitsuyoshi, Hironori
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Sumida, Yoshio
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Moriguchi, Michihisa
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Yamaguchi, Kanji
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Nishikawa, Taichiro
Umemura, Atsushi
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Kyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, JapanKyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, Japan
Umemura, Atsushi
Naito, Yuji
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Kyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, JapanKyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, Japan
Naito, Yuji
Tanaka, Shinji
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Tokyo Med & Dent Univ, Dept Hepatobiliary Pancreat Surg, Tokyo 1138510, Japan
Tokyo Med & Dent Univ, Dept Mol Oncol, Tokyo 1138510, JapanKyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, Japan
Tanaka, Shinji
Arii, Shigeki
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Tokyo Med & Dent Univ, Dept Hepatobiliary Pancreat Surg, Tokyo 1138510, Japan
Japan Labour Hlth & Welf Org, Hamamatsu Rosai Hosp, Hamamatsu, Shizuoka 4308525, JapanKyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, Japan
Arii, Shigeki
Itoh, Yoshito
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Kyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, JapanKyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Mol Gastroenterol & Hepatol, Kyoto 6028566, Japan
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Univ Calif Los Angeles, Fielding Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Fielding Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
Paul, Kimberly C.
Chuang, Yu-Hsuan
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Univ Calif Los Angeles, Fielding Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Fielding Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
Chuang, Yu-Hsuan
Cockburn, Myles
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Univ Southern Calif, Keck Sch Med, Dept Prevent Med, Los Angeles, CA USAUniv Calif Los Angeles, Fielding Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
Cockburn, Myles
Bronstein, Jeff M.
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David Geffen Sch Med, Dept Neurol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Fielding Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
Bronstein, Jeff M.
Horvath, Steve
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Univ Calif Los Angeles, David Geffen Sch Med, Dept Human Genet, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Fielding Sch Publ Hlth, Dept Biostat, Los Angeles, CA USAUniv Calif Los Angeles, Fielding Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
Horvath, Steve
Ritz, Beate
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Univ Calif Los Angeles, Fielding Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
David Geffen Sch Med, Dept Neurol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Fielding Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA