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Published in: Child's Nervous System 3/2015

01-03-2015 | Original Paper

Network-based gene expression analysis of vascular wall of juvenile Moyamoya disease

Authors: Nobuya Okami, Yasuo Aihara, Hiroyuki Akagawa, Koji Yamaguchi, Akitsugu Kawashima, Toshiyuki Yamamoto, Yoshikazu Okada

Published in: Child's Nervous System | Issue 3/2015

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Abstract

Subjects

Little is known about the pathology and pathogenesis of the Moyamoya disease (MMD). To better understand the molecular processes involved in MMD gene expression analysis of Moyamoya artery tissue to a control artery, this study was conducted.

Methods

Tissue samples of two MMD and two non-MMD were profiled using oligonucleotide microarrays. Gene ontology classification of the differentially expressed genes was analyzed, and regulatory functional networks and pathways were identified with a network-based computational pathway analysis tool. Analysis of MMD and control tissue revealed 104 differentially expressed genes.

Results

The two major significantly associated gene ontology terms was cellular development and cellular movement. Further network-based analysis showed significant interaction between RNF213 downstream gene networks and the top 3 score gene networks of MMD. Three major nodes of this network were evident in the merged network and were showing interactions with downstream network of RNF213.

Conclusions

Our results demonstrate that cellular development and cellular movement in MMD are the key role of mechanisms.
Literature
2.
go back to reference Suzuki J, Takaku A (1969) Cerebrovascular “Moyamoya” disease. Disease showing abnormal net-like vessels in base of brain. Arch Neurol 20:288–299CrossRefPubMed Suzuki J, Takaku A (1969) Cerebrovascular “Moyamoya” disease. Disease showing abnormal net-like vessels in base of brain. Arch Neurol 20:288–299CrossRefPubMed
3.
go back to reference Kuriyama S, Kusaka Y, Fujimura M, Wakai K, Tamakoshi A, Hashimoto S, Tsuji I, Inaba Y, Yoshimoto T (2008) Prevalence and clinicoepidemiological features of Moyamoya disease in Japan: findings from a nationwide epidemiological survey. Stroke 39:42–47CrossRefPubMed Kuriyama S, Kusaka Y, Fujimura M, Wakai K, Tamakoshi A, Hashimoto S, Tsuji I, Inaba Y, Yoshimoto T (2008) Prevalence and clinicoepidemiological features of Moyamoya disease in Japan: findings from a nationwide epidemiological survey. Stroke 39:42–47CrossRefPubMed
4.
go back to reference Baba T, Houkin K, Kuroda S (2008) Novel epidemiological features of Moyamoya disease. J Neurol Neurosurg Psychiatry 79:900–904CrossRefPubMed Baba T, Houkin K, Kuroda S (2008) Novel epidemiological features of Moyamoya disease. J Neurol Neurosurg Psychiatry 79:900–904CrossRefPubMed
5.
go back to reference Ikeda H, Sasaki T, Yoshimoto T, Fukui M, Arinami T (1999) Mapping of a familial Moyamoya disease gene to chromosome 3p24.2–p26. Am J Hum Genet 64:533–537CrossRefPubMedCentralPubMed Ikeda H, Sasaki T, Yoshimoto T, Fukui M, Arinami T (1999) Mapping of a familial Moyamoya disease gene to chromosome 3p24.2–p26. Am J Hum Genet 64:533–537CrossRefPubMedCentralPubMed
6.
go back to reference Nanba R, Tada M, Kuroda S, Houkin K, Iwasaki Y (2005) Sequence analysis and bioinformatics analysis of chromosome 17q25 in familial Moyamoya disease. Childs Nerv Syst 21:62–68CrossRefPubMed Nanba R, Tada M, Kuroda S, Houkin K, Iwasaki Y (2005) Sequence analysis and bioinformatics analysis of chromosome 17q25 in familial Moyamoya disease. Childs Nerv Syst 21:62–68CrossRefPubMed
7.
go back to reference Inoue TK, Ikezaki K, Sasazuki T, Matsushima T, Fukui M (2000) Linkage analysis of Moyamoya disease on chromosome 6. J Child Neurol 15:179–182CrossRefPubMed Inoue TK, Ikezaki K, Sasazuki T, Matsushima T, Fukui M (2000) Linkage analysis of Moyamoya disease on chromosome 6. J Child Neurol 15:179–182CrossRefPubMed
8.
go back to reference Sakurai K, Horiuchi Y, Ikeda H, Ikezaki K, Yoshimoto T, Fukui M, Arinami T (2004) A novel susceptibility locus for Moyamoya disease on chromosome 8q23. J Hum Genet 49:278–281CrossRefPubMed Sakurai K, Horiuchi Y, Ikeda H, Ikezaki K, Yoshimoto T, Fukui M, Arinami T (2004) A novel susceptibility locus for Moyamoya disease on chromosome 8q23. J Hum Genet 49:278–281CrossRefPubMed
9.
go back to reference Kamada F, Aoki Y, Narisawa A, Abe Y, Komatsuzaki S, Kikuchi A, Kanno J, Niihori T, Ono M, Ishii N, Owada Y, Fujimura M, Mashimo Y, Suzuki Y, Hata A, Tsuchiya S, Tominaga T, Matsubara Y, Kure S (2011) A genome-wide association study identifies RNF213 as the first Moyamoya disease gene. J Hum Genet 56:34–40CrossRefPubMed Kamada F, Aoki Y, Narisawa A, Abe Y, Komatsuzaki S, Kikuchi A, Kanno J, Niihori T, Ono M, Ishii N, Owada Y, Fujimura M, Mashimo Y, Suzuki Y, Hata A, Tsuchiya S, Tominaga T, Matsubara Y, Kure S (2011) A genome-wide association study identifies RNF213 as the first Moyamoya disease gene. J Hum Genet 56:34–40CrossRefPubMed
10.
go back to reference Smith JL (2009) Understanding and treating Moyamoya disease in children. Neurosurg Focus 26:E4PubMed Smith JL (2009) Understanding and treating Moyamoya disease in children. Neurosurg Focus 26:E4PubMed
11.
go back to reference Soriano SG, Cowan DB, Proctor MR, Scott RM (2002) Levels of soluble adhesion molecules are elevated in the cerebrospinal fluid of children with Moyamoya syndrome. Neurosurgery 50:544–549PubMed Soriano SG, Cowan DB, Proctor MR, Scott RM (2002) Levels of soluble adhesion molecules are elevated in the cerebrospinal fluid of children with Moyamoya syndrome. Neurosurgery 50:544–549PubMed
12.
go back to reference Takahashi A, Sawamura Y, Houkin K, Kamiyama H, Abe H (1993) The cerebrospinal fluid in patients with Moyamoya disease (spontaneous occlusion of the circle of Willis) contains high level of basic fibroblast growth factor. Neurosci Lett 160:214–216CrossRefPubMed Takahashi A, Sawamura Y, Houkin K, Kamiyama H, Abe H (1993) The cerebrospinal fluid in patients with Moyamoya disease (spontaneous occlusion of the circle of Willis) contains high level of basic fibroblast growth factor. Neurosci Lett 160:214–216CrossRefPubMed
13.
go back to reference Yamamoto M, Aoyagi M, Tajima S, Wachi H, Fukai N, Matsushima Y, Yamamoto K (1997) Increase in elastin gene expression and protein synthesis in arterial smooth muscle cells derived from patients with Moyamoya disease. Stroke 28:1733–1738CrossRefPubMed Yamamoto M, Aoyagi M, Tajima S, Wachi H, Fukai N, Matsushima Y, Yamamoto K (1997) Increase in elastin gene expression and protein synthesis in arterial smooth muscle cells derived from patients with Moyamoya disease. Stroke 28:1733–1738CrossRefPubMed
14.
go back to reference Yoshimoto T, Houkin K, Takahashi A, Abe H (1996) Angiogenic factors in Moyamoya disease. Stroke 27:2160–2165CrossRefPubMed Yoshimoto T, Houkin K, Takahashi A, Abe H (1996) Angiogenic factors in Moyamoya disease. Stroke 27:2160–2165CrossRefPubMed
15.
go back to reference Malek AM, Connors S, Robertson RL, Folkman J, Scott RM (1997) Elevation of cerebrospinal fluid levels of basic fibroblast growth factor in moyamoya and central nervous system disorders. Pediatr Neurosurg 27:182–189CrossRefPubMed Malek AM, Connors S, Robertson RL, Folkman J, Scott RM (1997) Elevation of cerebrospinal fluid levels of basic fibroblast growth factor in moyamoya and central nervous system disorders. Pediatr Neurosurg 27:182–189CrossRefPubMed
16.
go back to reference Yamamoto M, Aoyagi M, Fukai N, Matsushima Y, Yamamoto K (1998) Differences in cellular responses to mitogens in arterial smooth muscle cells derived from patients with Moyamoya disease. Stroke 29:1188–1193CrossRefPubMed Yamamoto M, Aoyagi M, Fukai N, Matsushima Y, Yamamoto K (1998) Differences in cellular responses to mitogens in arterial smooth muscle cells derived from patients with Moyamoya disease. Stroke 29:1188–1193CrossRefPubMed
17.
go back to reference Masuda J, Ogata J, Yutani C (1993) Smooth muscle cell proliferation and localization of macrophages and T cells in the occlusive intracranial major arteries in Moyamoya disease. Stroke 24:1960–1967CrossRefPubMed Masuda J, Ogata J, Yutani C (1993) Smooth muscle cell proliferation and localization of macrophages and T cells in the occlusive intracranial major arteries in Moyamoya disease. Stroke 24:1960–1967CrossRefPubMed
Metadata
Title
Network-based gene expression analysis of vascular wall of juvenile Moyamoya disease
Authors
Nobuya Okami
Yasuo Aihara
Hiroyuki Akagawa
Koji Yamaguchi
Akitsugu Kawashima
Toshiyuki Yamamoto
Yoshikazu Okada
Publication date
01-03-2015
Publisher
Springer Berlin Heidelberg
Published in
Child's Nervous System / Issue 3/2015
Print ISSN: 0256-7040
Electronic ISSN: 1433-0350
DOI
https://doi.org/10.1007/s00381-014-2605-2

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