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Research Article

Identification of RNF213 as a Susceptibility Gene for Moyamoya Disease and Its Possible Role in Vascular Development

  • Wanyang Liu equal contributor,

    equal contributor Contributed equally to this work with: Wanyang Liu, Daisuke Morito, Seiji Takashima, Yohei Mineharu, Hatasu Kobayashi, Toshiaki Hitomi, Hirokuni Hashikata, Norio Matsuura

    Affiliation: Department of Health and Environmental Sciences, Kyoto University, Kyoto, Japan

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  • Daisuke Morito equal contributor,

    equal contributor Contributed equally to this work with: Wanyang Liu, Daisuke Morito, Seiji Takashima, Yohei Mineharu, Hatasu Kobayashi, Toshiaki Hitomi, Hirokuni Hashikata, Norio Matsuura

    Affiliation: Faculty of Life Sciences, Kyoto Sangyo University, Kyoto, Japan

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  • Seiji Takashima equal contributor,

    equal contributor Contributed equally to this work with: Wanyang Liu, Daisuke Morito, Seiji Takashima, Yohei Mineharu, Hatasu Kobayashi, Toshiaki Hitomi, Hirokuni Hashikata, Norio Matsuura

    Affiliation: Department of Molecular Cardiology, Osaka University, Suita, Osaka, Japan

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  • Yohei Mineharu equal contributor,

    equal contributor Contributed equally to this work with: Wanyang Liu, Daisuke Morito, Seiji Takashima, Yohei Mineharu, Hatasu Kobayashi, Toshiaki Hitomi, Hirokuni Hashikata, Norio Matsuura

    Affiliation: Department of Neurosurgery, Kyoto University, Kyoto, Japan

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  • Hatasu Kobayashi equal contributor,

    equal contributor Contributed equally to this work with: Wanyang Liu, Daisuke Morito, Seiji Takashima, Yohei Mineharu, Hatasu Kobayashi, Toshiaki Hitomi, Hirokuni Hashikata, Norio Matsuura

    Affiliation: Department of Health and Environmental Sciences, Kyoto University, Kyoto, Japan

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  • Toshiaki Hitomi equal contributor,

    equal contributor Contributed equally to this work with: Wanyang Liu, Daisuke Morito, Seiji Takashima, Yohei Mineharu, Hatasu Kobayashi, Toshiaki Hitomi, Hirokuni Hashikata, Norio Matsuura

    Affiliation: Department of Health and Environmental Sciences, Kyoto University, Kyoto, Japan

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  • Hirokuni Hashikata equal contributor,

    equal contributor Contributed equally to this work with: Wanyang Liu, Daisuke Morito, Seiji Takashima, Yohei Mineharu, Hatasu Kobayashi, Toshiaki Hitomi, Hirokuni Hashikata, Norio Matsuura

    Affiliations: Department of Health and Environmental Sciences, Kyoto University, Kyoto, Japan, Department of Neurosurgery, Kyoto University, Kyoto, Japan

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  • Norio Matsuura equal contributor,

    equal contributor Contributed equally to this work with: Wanyang Liu, Daisuke Morito, Seiji Takashima, Yohei Mineharu, Hatasu Kobayashi, Toshiaki Hitomi, Hirokuni Hashikata, Norio Matsuura

    Affiliation: Department of Health and Environmental Sciences, Kyoto University, Kyoto, Japan

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  • Satoru Yamazaki,

    Affiliation: National Cerebral and Cardiovascular Center, Suita, Osaka, Japan

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  • Atsushi Toyoda,

    Affiliation: Comparative Genomics Laboratory, National Institute of Genetics, Mishima, Shizuoka, Japan

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  • Ken-ichiro Kikuta,

    Affiliation: Department of Neurosurgery, Kyoto University, Kyoto, Japan

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  • Yasushi Takagi,

    Affiliation: Department of Neurosurgery, Kyoto University, Kyoto, Japan

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  • Kouji H. Harada,

    Affiliation: Department of Health and Environmental Sciences, Kyoto University, Kyoto, Japan

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  • Asao Fujiyama,

    Affiliations: Comparative Genomics Laboratory, National Institute of Genetics, Mishima, Shizuoka, Japan, Principles of Informatics Research Division, National Institute of Informatics, Tokyo, Japan

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  • Roman Herzig,

    Affiliation: Palacky University Hospital, Olomouc, Czech Republic

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  • Boris Krischek,

    Affiliation: Department of Neurosurgery, University of Tubingen, Tubingen, Germany

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  • Liping Zou,

    Affiliation: Department of Pediatrics, Chinese People's Liberation Army General Hospital, Beijing, People's Republic of China

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  • Jeong Eun Kim,

    Affiliation: Seoul National University College of Medicine, Seoul, Korea

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  • Masafumi Kitakaze,

    Affiliation: National Cerebral and Cardiovascular Center, Suita, Osaka, Japan

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  • Susumu Miyamoto,

    Affiliation: Department of Neurosurgery, Kyoto University, Kyoto, Japan

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  • Kazuhiro Nagata,

    Affiliation: Faculty of Life Sciences, Kyoto Sangyo University, Kyoto, Japan

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  • Nobuo Hashimoto mail,

    hashimot@hsp.ncvc.go.jp (NH); koizumi.akio.5v@kyoto-u.ac.jp (AK)

    Affiliations: Department of Neurosurgery, Kyoto University, Kyoto, Japan, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan

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  • Akio Koizumi mail

    hashimot@hsp.ncvc.go.jp (NH); koizumi.akio.5v@kyoto-u.ac.jp (AK)

    Affiliation: Department of Health and Environmental Sciences, Kyoto University, Kyoto, Japan

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  • Published: July 20, 2011
  • DOI: 10.1371/journal.pone.0022542

Abstract

Background

Moyamoya disease is an idiopathic vascular disorder of intracranial arteries. Its susceptibility locus has been mapped to 17q25.3 in Japanese families, but the susceptibility gene is unknown.

Methodology/Principal Findings

Genome-wide linkage analysis in eight three-generation families with moyamoya disease revealed linkage to 17q25.3 (P<10-4). Fine mapping demonstrated a 1.5-Mb disease locus bounded by D17S1806 and rs2280147. We conducted exome analysis of the eight index cases in these families, with results filtered through Ng criteria. There was a variant of p.N321S in PCMTD1 and p.R4810K in RNF213 in the 1.5-Mb locus of the eight index cases. The p.N321S variant in PCMTD1 could not be confirmed by the Sanger method. Sequencing RNF213 in 42 index cases confirmed p.R4810K and revealed it to be the only unregistered variant. Genotyping 39 SNPs around RNF213 revealed a founder haplotype transmitted in 42 families. Sequencing the 260-kb region covering the founder haplotype in one index case did not show any coding variants except p.R4810K. A case-control study demonstrated strong association of p.R4810K with moyamoya disease in East Asian populations (251 cases and 707 controls) with an odds ratio of 111.8 (P = 10−119). Sequencing of RNF213 in East Asian cases revealed additional novel variants: p.D4863N, p.E4950D, p.A5021V, p.D5160E, and p.E5176G. Among Caucasian cases, variants p.N3962D, p.D4013N, p.R4062Q and p.P4608S were identified. RNF213 encodes a 591-kDa cytosolic protein that possesses two functional domains: a Walker motif and a RING finger domain. These exhibit ATPase and ubiquitin ligase activities. Although the mutant alleles (p.R4810K or p.D4013N in the RING domain) did not affect transcription levels or ubiquitination activity, knockdown of RNF213 in zebrafish caused irregular wall formation in trunk arteries and abnormal sprouting vessels.

Conclusions/Significance

We provide evidence suggesting, for the first time, the involvement of RNF213 in genetic susceptibility to moyamoya disease.

Introduction

Moyamoya disease is an idiopathic disorder characterized by occlusive lesions in the supraclinoid internal carotid artery and its main branches in the circle of Willis. To compensate for the blood flow around the occlusive region, a fine vascular network develops that resembles “puffs of smoke” (Figure 1A) [1]. The unique appearance of moyamoya vessels described by Suzuki and Takaku in 1969 [2] spurred international recognition of moyamoya disease [MIM 607151] (Online Mendelian Inheritance in Man in Appendix S1). Moyamoya disease occurs worldwide [3], but its prevalence is highest in East Asian countries, including Japan (1 in 10,000), Korea and China [4], [5]. It is known to cause stroke in neonates and children, and therefore pathological clues for early diagnosis and novel therapeutic approaches are needed [6].

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Figure 1. Clinical features of moyamoya disease.

(A) An anterior-posterior and lateral views of left internal carotid angiography in a 9-year-old child with moyamoya disease (right) and an 8-year-old control child (left). An occlusion with moyamoya vessels can be seen around the terminal portion of the internal carotid artery and proximal portions of the anterior cerebral artery and middle cerebral artery in the affected child. (B) Intimal hyperplasia in the middle cerebral artery from an autopsy of a 69-year-old case. Intimal hyperplasia (red arrowhead), atrophic media (red arrow) and winding internal elastic lamina (black arrow) can be seen with Elastica Masson staining, ×200.

doi:10.1371/journal.pone.0022542.g001

The occlusive lesions are caused by excessive proliferation of smooth muscle cells (SMCs), which specifically occurs in arteries in the skull with compensatory bypass vessels (Figure 1B) [7]. These occlusive lesions are similar to those of atherosclerosis in that both types of lesion exhibit endothelial injury, SMC proliferation and intimal hyperplasia. However, there are major differences between the two types: in moyamoya vessels, infiltrating cellular components such as macrophages and lipid deposits are not observed [8]. A recent study revealed that accelerated vascular remodeling might underlie the pathological consequences of moyamoya disease [9]. Clinical investigations have revealed elevated levels of certain growth factors or cytokines in the cerebrospinal fluid, serum or blood vessels of patients with moyamoya disease [10][15]. These factors are assumed to be associated with vascular remodeling.

Epidemiological studies have revealed several risk factors associated with moyamoya disease, including Asian ethnicity, female gender and a family history of the disease [4]. Given that 15% of moyamoya patients have a family history of the disease, genetic factors are suspected to underlie its pathogenesis.

Several studies have explored genetic factors and revealed four loci associated with moyamoya disease: 3p24–p26 [16], 6q25 [17], 8q23 [18] and 17q25 [19]. The locus on 17q25, first mapped by Yamauchi et al. [19], was replicated in 2008 [20], [21]. In our previous study, a strong association of a variant (ss161110142) was demonstrated in East Asian patients, suggesting a possible East Asian founder haplotype for moyamoya disease [21]. The major aim of the present study was to identify the causative gene for moyamoya disease. In the present study, we conducted exome analysis and identified ring finger protein 213 (RNF213; DDBJ/EMBL/GenBank accession number AB537889) [National Center for Biotechnology Information (NCBI) in Appendix S1] as a susceptibility gene. In this study, we cloned RNF213 and determined its open reading frame (ORF). Compared with the previously registered RNF213 sequence [NM_020914.4] (NCBI in Appendix S1), our RNF213 clone possesses a 2,500-bp longer 3′ untranslated region (UTR) and lacks exon 4. Since we found that AB537889 seems to be the major transcript of RNF213, the descriptions of RNF213 in this paper are primarily based on the newly determined ORF unless otherwise stated.

Methods

Ethical statement

Ethical approval for this study was given by the Institutional Review Board and Ethics Committee of Kyoto University School of Medicine, Kyoto University, Japan (approval number: G140; approval date: 10/18/2004); by the Ethics Committee of the medical faculty of the University of Tübingen (Ethik-Kommission der Medizinischen Fakultät des Universitätsklinikums Tübingen; permit number: 273/2009BO1; approval date: 1/1/2009); by Seoul National University Hospital Institutional Review Board (approval number: H0507-509-153; approval date 8/24/2005); by the Medical Ethics Committee of Beijing Children's Hospital Institutional Review Board, Capital Medical University, China (approval number: 2005-31; approval date: 3/15/2005); and by the Ethics Committee of University Hospital and the Faculty of Medicine of Palacky University in Olomouc (reference number: 62/10; approval date: 8/18/2008). Participants were recruited in these institutes. All subjects gave written informed consent, or for those considered too young to consent, informed consent was given by their parent or guardian.

Subjects

Diagnostic criteria were based on the Japanese Research Committee on moyamoya disease of the Ministry of Health, Welfare and Labour, Japan (RCMJ) criteria [22]. Information on family histories, gender, age of onset, onset of symptoms and unilateral or bilateral moyamoya disease was obtained either by interview or by clinical chart review, as previously reported [21], [23].

We recruited East Asian cases (Japanese, Korean and Chinese), as described previously [21]. The participants comprised 41 Japanese families and one Korean family (Figure S1 and Table S1), 209 unrelated cases (120 Japanese, 37 Korean and 52 Chinese). We recruited 757 unrelated controls: 384 Japanese, 223 Korean and 100 Chinese (Table S2) and an additional 50 Chinese adult females [Mean age at participation (years ± SD): 38.4±10.5].

We also recruited a Caucasian family of Czech ethnicity (Figure S2A) and 7 unrelated Czech and 42 German cases with moyamoya disease at the University of Tubingen (Germany), and Palacky University and University Hospital (Olomouc, Czech Republic). The mean age (years ± SD) at diagnosis was 30.4±14.7, and the sex ratio of males:females was 16:33. The 284 Caucasian controls were recruited from Palacky University and University Hospital (n = 120), the University of Tubingen (n = 164) and another 100 Caucasian control samples (the Coriell Caucasian Panel) were bought from the Coriell Institute. The mean age (years ± SD) was 43.9±17.9 and the sex ratio of males:females was 176:208. No magnetic resonance imaging screening of the controls was conducted.

Linkage, haplotype and segregation analyses

We conducted a parametric genome-wide linkage analysis using GENEHUNTER [24] (GENEHUNTER Ver2.1_r6: Appendix S1) in the eight largest three-generation families (peds. 2, 10, 14, 15, 17–20) (Figure 2) with an ABI Prism Linkage Mapping Set (Version 2; Applied Biosystems) with 382 markers, 10 cM apart, for 22 autosomes, and fine-mapping markers designed according to information from the uniSTS reference physical map (http://www.ncbi.nlm.nih.gov/genome/sts/). Unaffected members were treated as “phenotype unknown” because of the incomplete and age-dependent penetrance of moyamoya disease [20]. We considered obligate carriers and subjects with unilateral occlusion or stenosis around the circle of Willis as affected, as previously reported [20]. The disease allele frequency was set at 0.00002 and a phenocopy frequency of 0.000001 was assumed, as previously reported [20]. Population allele frequencies were assigned equal portions for individual alleles. We performed multipoint analyses for autosomes and obtained logarithm of the odds (LOD) scores. Haplotypes were constructed with GENEHUNTER and segregation was investigated using the constructed haplotypes.

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Figure 2. The eight three-generation families and haplotype construction with fine markers.

For familial index cases in the eight pedigrees, the haplotypes are indicated by the boxes constructed in GENEHUNTER [24]. The smallest disease haplotype spanning from D17S1806 to rs2280147 was estimated by the region common to both 1411 in the pedigree 2 and 132 in pedigree 20.

doi:10.1371/journal.pone.0022542.g002

To calculate the statistical significance level of the linkage to 17q25.3 in the eight families, we applied a bootstrap method using simulation, as previously reported [25]. We simulated recombination events for 22 chromosomes in these eight families, calculated multipoint LOD scores by GENEHUNTER and obtained the maximum total LOD scores in each trial. The simulation was run 10,000 times.

Exome analysis

We conducted exome analysis on one index case from each of the eight families (peds. 2, 10, 14, 15, 17–20) (Figure 2), who were diagnosed with moyamoya disease based on RCMJ criteria. We targeted all protein-coding regions as defined by RefSeq37 (RefSeq in Appendix S1). Approximately 210,121 coding exons in the 20,794 target genes from 10μg of genomic DNA from each case were captured using an Agilent SureSelect Human All Exon kit, following the manufacturer's protocols. Briefly, DNA was sheared by acoustic fragmentation (Covaris) and purified using a QIAquick PCR Purification kit (Qiagen). The quality of the fragmentation and purification was assessed with an Agilent 2100 Bioanalyzer. The fragment ends were repaired and adaptors were ligated to them (NEBNext DNA sample prep; New England Biolabs). The resulting DNA library was purified using a QIAquick PCR Purification kit, amplified by PCR and captured by hybridization to the biotinylated RNA library “baits” (Agilent). The whole-exome DNA library was sequenced on an Illumina Genome Analyzer IIx in 76-bp paired-end reads using two channels. Sequence reads were mapped to the reference human genome (Ghr37/hg19) (NCBI and UCSC Genome Browser in Appendix S1) using ELANDv2 software (Illumina). Variant detection was performed with CASAVA software (version 1.7; Illumina). Sequence calls were filtered to include only those with >8 coverage, >30 consensus quality and >20 mapping quality. Candidate variants were filtered by SAMtools (Appendix S1). For comparison, we used an exome database of five Japanese controls, who do not have histories of stroke, for which the analysis was conducted by the same protocol and experimental procedures.

Direct sequencing of RNF213 and PCMTD1 by the Sanger method

Genomic DNA was extracted from blood samples with a QIAamp DNA Blood Mini kit (Qiagen). The whole RNF213 gene was sequenced, including the 5′ promoter region at least 2 kb upstream of the first exon, 50–300 bp of each intron upstream and downstream of each exon, all the exons and throughout the 3′ UTR. Target sequences, including the skipped exon 4 were based on the open reading frame of NM_020914.4. Sequencing exon 8 of PCTDM1 was conducted to confirm the exome result. Sequencing primers were commercially synthesized (PROLIGO Primers & Probes) (Table S3) (Appendix S1). The PCR products were separated on an ABI Prism 3130 Avant DNA sequencer (Applied Biosystems, Tokyo, Japan).

Deep sequencing of introns and intergenic regions of RNF213

To search for a hidden causative variant, we sequenced the entire 260-kb genomic region from the 5′ end of SLC26A11 (bp 78194200) to the 5′ end of NPTX1 (bp 78450404) (NCBI in Appendix S1) in the index case of pedigree 11, who was homozygous at 17q25.3 because of parental consanguineous marriage, using two bacterial artificial chromosome (BAC) clones (bp 78194200–78238718 and bp 78345170–78450404) (Table S4) or by direct sequencing. The entire RNF213 gene including promoters, 5′UTR, introns, exons and 3′UTR was sequenced in a control sample in the same way as for the index case of pedigree 11. Since we failed to sequence intron 15 of RNF213, we used Southern blotting to detect a possible expansion. Details of the BAC cloning and Southern blotting are described in the Text S1. The primer sequences are listed in Table S3.

Genotyping of five rare variants (ss179362671, ss179362673 (p.R4810K), ss179362674, ss179362675 ss161110142) and 34 other single nucleotide polymorphisms (SNPs)

Typing of the five rare variants and 34 SNPs was conducted using Taqman probes (TaqMan SNP Genotyping Assays; Applied Biosystems) using a 7300/7500 Real-Time PCR System (Applied Biosystems) (dbSNP 131 and Hapmap database in Appendix S1). The transmitted haplotypes in 42 families were constructed using GENEHUNTER. Details of the 39 SNPs are described in the Text S1. The allele frequencies were determined in Japanese controls.

Copy number variations (CNVs)

We performed genotyping with Affymetrix 500K arrays (GeneChip® Mapping 250/500 K; Affymetrix, Inc.) according to the manufacturer's protocol. Genomic DNA samples donated by the index cases of pedigrees 5, 11 and 18 and the control spouse of 2 of pedigree 18 were analyzed. The genome-wide call rates were >95% for all the genomic DNAs. CNVs were identified from the intensities using the Affymetrix GeneChip® Chromosome Copy Number Analysis Tool software V.4.01. CNVs were observed using CNAG viewer (Version 2.0; Takara).

Association study with p.R4810K (ss179362673)

Association studies were conducted between 161 Japanese cases (41 index cases from Japanese families and unrelated 120 cases) and 384 Japanese controls, between 38 Korean cases (the index case from a Korean family and 37 cases) and 223 Korean controls and between 52 Chinese cases and 100 Chinese controls (Tables S1 and S2). Cases were exclusively diagnosed as moyamoya by RCMJ criteria.

The association was investigated using SNP & Variation Suite V7 (Golden Helix, Inc. in Appendix S1). Allelic, additive, dominant and recessive models were tested. Population-attributable risk (PAR) was defined as PAR = 100*(K–y)/K, where K is the population prevalence and y is the phenocopy proportion that was estimated from the number of cases with the risk allele [21].

Screening of RNF213 polymorphisms in controls

Five RNF213 variants, p.D4863N, p.E4950D, p.A5021V, p.D5160E and p.E5176G were screened in 757 East Asian controls: 384 Japanese, 223 Korean, and 150 Chinese. Four variants, p.N3962D, p.D4013N, p.R4062Q and p.P4608S, were screened in 384 Caucasian controls: 120 Czech, 164 German, and 100 Caucasian. The screening methods are described in the Text S1 and in Table S5.

Immortalized cell lines, cell culture and transient transfection

Lymphoblastoid cell lines (LCLs) were isolated and immortalized with Epstein-Barr virus for five unrelated controls (three individuals, the spouse of individual 2 in pedigree 18 and the spouse of individual 12 in pedigree 17) and six cases (individuals 2 and 22 in pedigree 18, individual 11 in pedigree 11 and individuals 12, 121 and 122 in pedigree 17). HeLa cells and human embryonic kidney (HEK) 293 cells were cultured in Dulbecco's modified Eagle's medium (Invitrogen) supplemented with 10% fetal bovine serum. Human umbilical vein endothelial cells (HUVECs) and coronary artery smooth muscle cells (CASMCs) were grown in EBM-2 and SmBM-2 (Lonza), respectively. Expression plasmids were transfected into cells using Lipofectamine LTX (Invitrogen) in accordance with the manufacturer's instructions.

Cloning of RNF213 and construction of an expression vector

We cloned RNF213 and constructed wild-type and various mutants of the RNF213 expression vector as described in the Text S1. Nucleotide sequence data reported are available in the DDBJ/EMBL/GenBank databases under the accession number AB537889 (NCBI in Appendix S1).

Detection of splicing products of RNF213 cDNA or FLJ35220 cDNA and real-time quantitative PCR

A Human Total RNA Master Panel II (Clontech Inc) and total RNA from the Artery (BioChain) were reverse-transcribed into cDNA using the High Capacity cDNA Reverse Transcription kit (Applied Biosystems). We tested whether RNF213 cDNA skipped exon 4 of RNF213 by molecular sizing and direct sequencing of cDNA isolated from the RNA of the above human tissues, HUVECs, and LCLs isolated from the five controls and six cases. The PCR primers were designed to cover exons 3–5 as described in the Text S1. We also tested whether or not FLJ35220 cDNA skipped exon 11 of FLJ35220 due to G>A substitution in the intron 11 by molecular sizing of cDNA isolated from LCLs from four cases and three controls.

Quantitative PCR was performed using the THUNDERBIRD SYBR qPCR mix (TOYOBO) and a 7300 Real Time PCR System (Applied Biosystems). The primer sequences for RNF213 cDNA or FLJ35220 are described in the Text S1.

Northern blotting

Total RNA was isolated using a QIAamp RNA blood mini kit (Qiagen Inc.). A human adult normal tissue mRNA northern blot I (Biochain) was probed in accordance with the supplier's recommendations. The two probes [RNF213_1 (492 bp) and RNF213_2 (591 bp)] have been described in the Text S1. The mRNA levels were determined using an Image Analyzer FLA2000 (Fuji Film).

Rapid amplification of cDNA ends (RACE)

The 5′ and 3′ ends of the RNF213 cDNA were determined by RACE using a GeneRacer kit (Invitrogen) according to the manufacturer's protocol. Details can be found in the Text S1.

Allele-specific mRNA expression assay

Polymorphisms of p.R4810K and a nearby SNP, p.H4557H, in RNF213 cDNA were used as markers for the SNaPshot assay to measure the expression of the two alleles. Primers for the SNaPshot assay are shown in Table S6.

Western blotting

Cells were lysed in buffer containing 50 mM Tris-HCl pH 8.0, 1% NP-40 and 150 mM NaCl, or in CelLytic M (Sigma) containing a protease inhibitor cocktail. Samples were subjected to immunoblotting using an anti-RNF213 antibody (MyBioSource), anti-HA antibody (mouse 6E2; Cell Signaling Technology) or anti-Myc antibody (mouse 9E10; Santa Cruz).

Immunostaining

The methodology used for immunostaining has been described in detail in the Text S1.

Ubiquitin ligase assay

Plasmids, immunoprecipitation and the self-ubiquitination assay have been described in a previous report [26]. Briefly, cells were lysed in buffer containing 50 mM Tris-HCl pH 8.0, 1% NP-40 and 150 mM NaCl, then centrifuged at 13,000 × g. The supernatants were incubated with an anti-HA antibody, and immune complexes were captured using protein G-Sepharose (GE Healthcare). Immunoprecipitates were subjected to immunoblot analysis using an anti-Myc antibody.

Protein preparation and ATPase assay

The region containing the Walker motif (amino acids 2359–2613) was subcloned into the bacterial expression vector pGEX5X-1. The N-terminal glutathione S-transferase (GST)-tagged fragment was first purified with GSH beads (GE Healthcare), then was purified using a gel-filtration column (Superdex 200 prep grade; Amersham Pharmacia) in conjunction with the AKTAexplorer system (GE Healthcare). The ATPase assay was performed as described in Text S1.

Effects of p.R4810K or p.D4013N on biochemical function of RNF213

Nucleotide changes corresponding to p.R4810K and p.D4013N were introduced into RNF213 using a site-directed mutagenesis kit (Invitrogen). These mutants were transiently expressed in HEK293 cells as described in the Text S1. Cells were then lysed and subjected to the ubiquitin ligase assay as described above, or subjected to subcellular fractionation as described in the Text S1. To generate a RING finger-deleted mutant of RNF213, an exogenous EcoRI site was fused to the 3′ terminus just before the RING finger domain, then this site was ligated to an endogenous EcoRI site located just after the RING finger, enabling the RING finger domain to be skipped from the RNF213 cDNA.

Zebrafish model

The Zebrafish experiments were approved by the Osaka University Animal Welfare committee (Osaka University, Japan; approval ID 2197). Embryos and adult fish were raised and maintained under standard laboratory conditions. For in vivo experiments, Tg(fli-EGFP)y1 zebrafish [27] were purchased from the Zebrafish International Resource Center. Knockdown of RNF213-α and RNF213-β expression was achieved by injection of a specific morpholino (MO; Gene Tools) into 1- to 8-cell stage embryos, as described previously [28]. The methods are described in detail in the Text S1.

Results

Linkage analysis and identification of the critical region

Linkage analysis for the eight largest families (Figure 2) revealed a single peak at 17q25.3 with a multipoint LOD score of 8.46 at D17S784 (Figure 3). The largest maximum multipoint LOD score in the 10,000 simulations was 7.25 with a median of 3.56 and a 95% confidence interval between 2.16 and 5.48. Thus, linkage of the eight families to 17q25.3 was highly statistically significant and was unlikely false positive. To evaluate the effect of uncertainty regarding the allele frequency of the disease gene, we conducted a sensitivity analysis by changing the values to 0.000001, 0.001 or 0.01. The sensitivity analysis did not change the maximum multipoint LOD score by more than 1%.

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Figure 3. Genome-wide linage analysis uniquely identified a locus on 17q25.3 for the eight families.

Genome wide linkage analysis showed a highest LOD score (8.46) at D17S784 in the locus 17q25.3.

doi:10.1371/journal.pone.0022542.g003

Fine mapping increased the LOD score slightly to 8.52 at D17S784, and revealed several recombination events in the region involving the two flanking markers D17S1806 and rs2280147 (Figure 2). Thus, the core of the locus was a 1.5-Mb region, which harbored 21 genes from hCG 1776007 to RPL31P7 (Table S4). The disease haplotype showed complete segregation in the eight families (Figure 2).

Exome analysis

We generated approximately 154 million reads with an on target rate of 59.1%. Twelve billion bases passed the quality assessment and were aligned to the human reference sequence; >98.1% of the bases mapped to the target, with a mean coverage depth >116.8 in each index case. For coverage on the 1.5-Mb region on 17q25.3, we generated approximately 97000 reads with an on target rate of 52.5%. The mean coverage depth was 48.7 with 288 exons, assuring that all genes were adequately covered.

We applied Ng et al. 's filtering algorithm [29], with some modifications to make it less stringent because we anticipated genetic heterogeneity and an uncharacterized gene. Additionally, because a reported discordance of phenotype between identical twins indicated a low penetrance [20], [21], we considered as candidates both rare variants that are specific to moyamoya, and more common variants that are more frequently observed in cases than in controls.

We compared our missense (MS)/nonsense (NS)/splicing site (SS)/insertion or deletion (Indel) variants in the eight index cases against dbSNP 131 (Appendix S1) and the exome database of the five Japanese controls, and removed the reported SNPs and SNPs found in the five Japanese controls (Table 1).

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Table 1. Numbers of variants identified based on filtering.

doi:10.1371/journal.pone.0022542.t001

The mean numbers of MS/NS/SS/Indel per cases were 6601 from the genome-wide analysis. We next examined the effects on the size of the candidate gene list when analyzing the exomes of the eight index cases in various combinations and examined the potential consequences of genetic heterogeneity, such that only a subset of the exomes of index cases was required to contain new variants in a given gene for it to be considered as a candidate gene (Table 1 and S7). In the second stage of the filtering in which we assumed that any seven of the eight index cases shared the causative gene (Table S7), the numbers of the candidate genes were decreased to two. By filtering two variants in the two genes emerged as candidates (Table 1 and Table S7). These two variants were p.N321S in PCMTD1 (Chr8: NM_052937) and p.R4810K in RNF213 (Chr17: NM_020914.4). PCMTD1 encodes the protein-L-isoaspartate O-methyltransferase domain-containing protein 1(Genecard in Appendix S1) ; RNF213 encodes ring finger protein 213. We thus considered both PCMTD1 and RNF213 as candidate genes.

Confirmation of the exome data by direct sequencing and segregation analysis

In the next step, we conducted sequencing to confirm p.N321S in PCMTD1 and sequenced the entire exons of RNF213 with an ORF (NM_020914.4) in 42 index cases by the Sanger method (Table S3). We could not confirm p.N321S in PCMTD1 in any of the eight index cases by the Sanger method. Thus we discarded PCMTD1. In contrast, we could confirm p.R4810K by the Sanger method in 42 index cases but could not find any other unregistered polymorphism in RNF213. We genotyped other family members in the 42 families. As shown in Figure S1, p.R4810K was completely segregated in 42 families: all the affected members by RCMJ criteria had p.R4810K, although some carriers were not affected with moyamoya disease, suggesting low penetrance.

Deep sequencing around RNF213

To avoid a possible pitfall of exome for searching variants in introns or intergenic regions, we sequenced the entire 260-kb genomic region (UCSC Genome Browser in Appendix S1) around RNF213 from the 5′ end of SLC26A11 to the 5′ end of NPTX1 in the index case of pedigree 11 using BAC clones or direct sequencing. Sequencing the 2.7-kb intron 15 of RNF213 failed because of the presence of repeats. Southern blotting of the eight index cases and a control (the spouse of individual 2 in pedigree 18) confirmed the absence of insertions or deletions in this intron (data not shown). However, sequencing of the 260-kb genomic region revealed three additional unregistered variants in noncoding regions: ss179362671 (T>C) in intron 15 of RNF213, ss179362674 (G>A) in intron 11 of FLJ35220 and ss179362675 (C>T) at the 3′ end of NPTX1, 1868 bp downstream from the 3′UTR.

Exonic rare variants of RNF213 in Japanese controls

We then sequenced all the exons of RNF 213 in ten controls and conducted deep sequencing of RNF213 for a Japanese control. These results and five controls for exome analysis are shown in Table S8. Additionally, 38 chromosomes inherited from parents in 38 index cases, which do not carry p.R4810K, can be identified to have been transmitted from control parents. Pooling these data, an observed sample size of control chromosomes accounts for 70 (five controls by exome, 10 controls by direct sequencing, one by deep sequencing, and 38 chromosomes inherited from unaffected parents of 38 index cases). Given that the statistical power should be greater than 80%, rare exonic variants with minor allele frequencies of as low as 2% could be detected in the sample size of 70. However, we could not find any unregistered rare variants on control chromosomes.

Possible masked variants in the linkage disequilibrium (LD) region with p.R4810K (ss179362673) and possible CNVs in 17q25.3

Although p.R4810K seems to be a strong candidate for causative variants of moyamoya disease, there also seem to be other possibilities. One of these is the presence of masked variants in the promoters, or intronic or intergenic regions of a bona fide causal gene, which are in strong LD with p.R4810K.

We determined the minor allele frequencies for five unregistered variants found in this study and a previous study [21] in Japanese controls. The frequencies were 0.012 (p1 = 9/768) for ss179362671, 0.014 (p2 = 11/768) for ss179362673, 0.013 (p3 = 10/768) for ss179362674, 0.022 (p4 = 17/768) for ss179362675 and 0.010 (p5 = 8/768) for ss161110142 in 384 Japanese controls, indicating that they are all rare variants. We then genotyped the 42 families. As shown in Figure 4, these four rare variants were transmitted en bloc with p.R4810K. They comprised five subhaplotypes (Figure 5); and p.R4810K was not transmitted alone in any of the families.

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Figure 4. Transmission patterns of the haplotypes in 42 families.

The numbers in the parentheses indicate the haplotypes transmitted in each family. Haplotype 1 symbolizes non-risk haplotypes collectively. Therefore it comprises various haplotypes. Haplotypes can be seen in Figure 5. Several family members that were genotyped were omitted in the pedigree chart for clarity. Those members and their haplotypes were; two siblings (1,1) for pedigree 7; father (1,1) for pedigree 21; father (1,1) for pedigree 22; father (1, 1) and a sibling (1,1) for pedigree 23; father (1,1), mother (2,1) and a sibling (1,1) for pedigree 26; three siblings (1,1), (1,1) and (1,1) for pedigree 27; father (1,1), three siblings (1,1) (1,1) and (1,1) for pedigree 28; father (1,1), mother (2,1) and a child of 2 (1,1) for pedigree 32; three siblings (1,1), (1,1), and (1,1) for pedigree 33; mother (1,1) for pedigree 34; father (1,1) and mother (2,1) for pedigree 36; a sibling (1,1) for pedigree 39; three siblings (1,1), (4,1) and (1,1) for pedigree 40; father (2,1) for pedigree 41; mother (1,1) for pedigree 42.

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Figure 5. Risk haplotypes transmitted in 42 families.

The orange regions represent the haplotype of the index case of pedigree 11. The yellow regions indicate rare variants. The red and white regions represent flanking SNPs and SNPs outside of the founder haplotype, respectively. The minimum founder haplotype fell in a a region in a span of 130 kb covering RNF213 and FLJ35220. The physical positions were referred from Build 37.1.

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Haplotype 2, the most prevalent haplotype, was found in 34 of the 42 families. Because all five variants are rare, it is unlikely that haplotype 2 has been formed by chance (p = 25×p1×p2×p3×p4×p5 = 1.5×10−8). Alternatively, a more rational explanation is to assume that haplotype 2 is the founder haplotype. Along this line, haplotypes 3–6 may be explained by historical recombination events. Given historical recombinations, the number of masked variants is very likely to be one and it should be located in the core LD region between ss179362671 and ss179362675 (Figure 5).

Further confirmation of the sequence homogeneities was evaluated by genotyping of 34 additional markers. Transmissions of the 39 SNPs covering SGSH to Raptor were investigated in the 42 families. The five haplotypes were further classified into subtypes (Figure 5). The typing results confirmed the sequence homogeneity in the core LD region (Figure 5). The genotyping of the SNPs in the RNF213 regions were completely in accord with the sequencing results in the 42 index cases. Thus, we concluded that the core LD region has been very likely derived from the founder haplotype.

Although we sequenced the coding and non-coding regions in the index case of pedigree 11, we did not detect any unregistered rare variants other than the five rare variants, supporting that p.R4810K or G>A substitution in the intron 11 of FLJ35220 is a susceptibility variant. In terms of G>A substitution in the intron 11 of FLJ35220, we have tested two possibilities, namely that the substitution may induce aberrant splicing or change gene expression levels. Either possibility was discarded (Figure S3). We still tested another possibility. It can sometimes be difficult to detect CNVs by direct sequencing. Therefore, we evaluated the CNVs using a high-density microarray, with a theoretical sensitivity estimated to be 41 kb [30]. However, we did not detect any CNVs in the 17q25.3 region in the three index cases of pedigrees 5, 11 and 18 and a control 2 in pedigree 18 (Figure S4).

Although we cannot theoretically discard the very rare possibility of multiple masked variants having strong LD with p.R4180K by various LD patterns specific to the individual families, these data collectively indicate that it is not a surrogate marker of possible masked variants of another gene. Therefore, RNF213 is very likely to be a bona fide susceptibility gene for moyamoya disease.

Association of p.R4810K with moyamoya disease in East Asian patients

We next tested the association of RNF213 p.R4810K with moyamoya disease in East Asian populations. Unrelated cases and index cases were exclusively limited to those who met the diagnostic criteria for definitive moyamoya disease [22]. As shown in Table 2, ss179362673 (p.R4810K in RNF213) was significantly associated with moyamoya disease, with a maximum odds ratio (OR) of 338.9 (P = 10−100). The association was perfectly replicated in the Korean (OR = 135.6, P = 10−26) and Chinese (OR = 14.7, P = 10−4) populations (Table 2). Stratification by family histories of moyamoya disease did not substantially change the association of p.R4810K with moyamoya disease (Table S9).

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Table 2. Association of ss179362673 with moyamoya disease.

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Variant searching in non-p.R4810K East Asian cases and in Caucasian cases

Although p.R4810K was identified in three ethnic populations, the population attributable risks in the Japanese (145/161; 90%) and Korean (30/38; 79%) populations were larger than that in the Chinese population (12/52; 23%). Additionally, we showed by genotyping that the p.R4810K variant was not present among Caucasian cases or controls. These pieces of evidence strongly suggest genetic heterogeneity. We thus sequenced RNF213 to identify other variants in non-p.R4810K East Asian cases and Caucasian cases.

By direct sequencing, five distinct RNF213 variants, i.e., p.D4863N, p.E4950D, p.A5021V, p.D5160E and p.E5176G, were identified in seven out of 64 East Asian cases (40 Chinese, 16 Japanese and 8 Korean) (Table 3, Figure S5). None of these variants was found among 757 East Asian controls (Table 3). In Caucasians, four distinct variants, i.e., p.N3962D, p.D4013N, p.R4062Q and p.P4608S, were identified in 4 out of 50 (8%) cases (Table 3): in the index case of the Caucasian pedigree (Figure S2A) and 3 out of 49 other cases (Figure S5). In the Czech family, the p.D4013N (G>A) variant was transmitted to the three affected children and segregated perfectly with moyamoya disease (Figure S2). None of these variants was found among 384 Caucasian controls (Table 3).

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Table 3. Summary of the variants in RNF213.

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In total, our extensive sequencing analysis identified 10 variants in RNF213 (Table 3). These variants were all located in the 3′ half of the gene (Figure 6). We concluded that RNF213 is a susceptibility gene for moyamoya disease.

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Figure 6. Genomic structure, domains of RNF213 and variants.

Genomic structure was based on DDBJ/EMBL-Bank/GenBank accession number AB537889. Domain structure was obtained by GeneCards.

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Full-length cDNA cloning of RNF213

Because of its large size, RNF213 was first cloned as five separate fragments, which were then connected using internal restriction enzyme sites, as indicated in Figure S6. The 5′ and 3′ ends of cDNA from the LCL of the index case of pedigree 11 were determined by RACE, which defined the transcriptional start site and the 3′ end of the RNF213 gene as at nucleotides 78,234,667 and 78,370,086, respectively (UCSC Genome Browser in Appendix S1). Thus, the full length RNF213 was found to have a 15624-bp ORF and 5431-bp 5′ and 3′UTR. The whole cDNA of RNF213 [AB537889] is similar in size to the cDNA of RNF213 [NM_020914.4], but there are differences: it lacks exon 4 and has a 3′UTR 2500 bp longer than that of NM_020914.4 (NCBI in Appendix S1).

Two splicing variants of RNF213 were detected in cDNAs isolated from bone marrow, cerebellum, whole brain, fetal brain, fetal liver, heart, kidney, liver, lung, placenta, skeletal muscle, testis, thymus, spinal cord, artery and HUVECs (Figure 7). The same splicing variants were also detected in LCLs isolated from the five controls and the six cases (data not shown). These two isoforms correspond to the short isoform (270 bp) which skips exon 4 (DDJB, AB537889) and the long isoform (417 bp) which reads exon 4 (NM_020914.4) (Figure 7). The short isoform is the major splicing variant and detected in all tissues examined, but the long isoform is a minor and not found in several tissues.

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Figure 7. Two isoforms of alternative splicing variants of RNF213.

We have tested whether exon 4 is read through or not in cDNA isolated from various human tissues and HUVECs. Representative results of human tissue RNAs and HUVEC are shown. A short isoform, which skips the exon 4, has an expected size of 270 bp (AB537889) and a long, which reads exon 4, has an expected size of 417 bp (NM_020914.4).

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In silico analysis revealed two well-known domains, a RING finger domain and a Walker motif, which are reported to exhibit ubiquitin ligase activity and ATPase activity, respectively (Figure 6) [31],[32] (Genecard in Appendix S1).

Expression profile of RNF213 and functional characterization

RNF213 mRNA is expressed in various human tissues (Figure 8A). Northern blotting revealed the expression of full-length RNF213 in several human tissues (Figure S7A), cultured cell lines and LCLs (Figure S7B). We also detected the expression of the 591-kDa endogenous RNF213 protein in LCLs, HUVECs, CASMCs and HEK293 cells by western blotting using a RNF213-specific antibody. The western blot band size was consistent with that of overexpressed HA-tagged RNF213 (Figure 8B).

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Figure 8. Characterization of the RNF213 gene and protein.

(A) RNF213 mRNA expression. Total RNA from the indicated human tissues was reverse-transcribed to cDNA, and real-time quantitative PCR was performed. (B) RNF213 protein expression. LCL, HUVEC, and CASMC were lysed and immunoblotted using an anti-RNF213 antibody. HEK293 cells transiently expressing RNF213-HA (+) or control cells (−) were immunoblotted using anti-RNF213 and anti-HA antibodies. (C) Subcellular localization of RNF213. HeLa cells transiently expressing RNF213-HA were stained with an anti-HA antibody. (D) Self-ubiquitination of RNF213. HEK293 cells transiently expressing RNF213-HA and Myc-ubiquitin (Myc-ub) were lysed and subjected to immunoprecipitation (IP) using an anti-HA antibody, followed by immunoblotting (IB) using an anti-Myc antibody. As a control, immunoblotting was also performed with an anti-HA antibody. (E) ATPase activity of RNF213. Free phosphate released from ATP by the ATPase activity of a recombinant RNF213 fragment (a.a. 2359–2613) tagged with GST was measured using the Malachite Green method. a.a., amino acid. IP, immunoprecipitation. IB, immunoblot.

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Transient transfection of HA-tagged RNF213 into HeLa cells resulted in expression of the protein throughout the cytosol (Figure 8C), with partial association with the intracellular membrane and cytoskeleton (Figure S8B). The E3 activity of the RING finger domain was confirmed by self-ubiquitination after transfecting full-length RNF213 cDNA into HEK293 cells (Figure 8D). ATPase activity was detected in vitro by free phosphate releasing analysis using a recombinant RNF213 fragment including the Walker motif (Figure 8E). Thus, RNF213 is a unique protein, and we report here for the first time that it is a single protein that possesses both ubiquitin ligase activity and ATPase activity.

Homology search

A homology search revealed conservation of the arginine residue at position 4810 of RNF213 in mammals (Table 4) (BLAST in Appendix S1). Three variants: p.R4062Q, which is located in the RING finger domain, p.R4810K and p.E5176G, were conserved among most species (Table 4). Variants p.N3962D, p.P4608S, p.D4863N, p.E4950D, p.A5021V, and p.D5160E were outside the RING finger domain and not conserved across species (Table 4). It should be noted that for five variants (p.N3962D, p.D4013N, p.E4950D, p.A5021V, and p.D5160E), the variant allele was present at the equivalent position in at least one of the species examined.

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Table 4. Homology of RNF213.

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Biochemical effects of p.R4810K and p.D4013N

We tried to characterize the p.R4810K and p.D4013N allele proteins of RNF213 in vitro. We first investigated stability of the p.R4810K variant. The wild-type or p.R4810K variant of RNF213-HA was transiently expressed in HEK293 cells. Cells were lysed and subjected to immunoblotting with an anti-HA antibody. As shown, the molecular stability in cells was not altered (Figure S8A). Next we investigated subcellular localization of the p.R4810K variant of RNF213. HEK293 cells transiently expressing the wild-type or p.R4810K variant of RNF213-HA were fractionated into cytosol, membrane/organelle, nucleus, and cytoskeleton using different lysis reagents (ProteoExtract kit; Calbiochem). However, we could not detect alteration of intracellular distribution of p.R4810K (Figure S8B). Next we examined whether self-ubiquitination of the p.R4810K variant or p.D4013N mutant of RNF213 was altered. HEK293 cells transiently expressing the wild-type or p.R4810K variant or p.D4013N mutant of RNF213-HA and Myc-ubiquitin were lysed and subjected to immunoprecipitation using an anti-HA antibody, followed by immunoblotting using an anti-Myc antibody. Neither of the two variants was found to alter ubiquitin activities (Figure S8C and S8D).

Allele-specific mRNA expression of RNF213

To determine whether RNF213 mRNA from the p.R4810K (G>A) allele is specifically expressed in moyamoya patients, a SNaPshot assay was performed (Figure S9). The allele specific ratios of p.R4810K were between 1.03 and 1.19, suggesting that there is no allele-specific gene expression in moyamoya patients.

RNF213 orthologues in zebrafish

We could not prove detrimental effects of the variants. Therefore we aimed to obtain further insight into the physiological function of RNF213 by suppressing its gene expression in zebrafish. In zebrafish, two RNF213 genes, RNF213-α and RNF213-β are located on different chromosomes as a result of whole-genome duplication. The predicted amino acid sequences indicate that both RNF213 genes are human RNF213 orthologues (UCSC Genome Browser in Appendix S1), with nearly perfect conservation in the Walker and RING finger motifs. These genes are highly related to one another at the amino acid level, with RNF213-α and RNF213-β sharing similar exon structures. However, comparisons of exon-intron boundaries reveal low conservation in these RNF213 MO target sequences. Therefore we could design a MO that specifically knocks down each RNF213 gene. Expression analysis by RT-PCR indicated that RNF213-α was expressed to a greater extent than RNF213-β (Figure S10). In situ hybridization analysis was not successful, probably because of weak or scattered expression of each RNF213.

To knock down these RNF213 orthologues, MO nucleotides were designed to specifically target splice sites (sp-MO). Two pairs of RNF213-α sp-MO and a RNF213-β sp-MO successfully interfered with the splicing of RNF213 transcripts (Figure S10). To assay vascular development, we used the Tg(fli-EGFP)y1 line, in which endothelial cells are marked by EGFP expression. Injection of both sp-MO pairs against RNF213-α (pair 1: RNF213-α-MO1-A and MO1-D, pair 2: RNF213-α-MO2-A and MO2-D) elicited very similar abnormal vascular development (Figure S11). About three quarters of embryos injected with pairs of RNF213-α morpholinos (2.5 ng each) presented with similar vascular anomalies by 72 hpf (73% of pair 1, n = 177, and 76% of pair 2, n = 43). By contrast, injection of a sp-MO against RNF213-β resulted in normal vascular development, presumably because little RNF213-β is expressed in vivo (Figure S11).

RNF213 knock-down zebrafish

In bright-field images, RNF213 morphants showed a slight reduction in body size, a small eye, and a wavy trunk compared to the control (Figure 9A, left). Formation of the axial trunk vessels, the dorsal aorta and posterior cardinal vein proceeded almost normally, indicating that arteriovenous specification was not affected. Intersegmental vessel sprouts emerged from the dorsal aorta at regular positions; however, the elongating sprouts did not track closely to intersegmental boundaries and sometimes reached dorsal longitudinal anastomotic vessels at the next intersegmental boundary, although somite boundaries appeared morphologically normal (Figure 9A, right). These phenotypes were not caused by general embryonic delay, because the number of somites in RNF213 morphants and scrambled control morphants were equal.

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Figure 9. Depletion of RNF213 causes abnormal vessel sprouting in zebrafish.

Tg(fli-EGFP)y1 embryos at 72 h post-fertilization. (A) Brightfield image of whole embryos (left) and confocal images of tail vessels (right) of embryos injected with a control (scrambled) or RNF213 morpholino (MO). Lateral views, dorsal uppermost, anterior to the left. In RNF213 morphants, abnormal intersegmental vessel sprouting was observed (white arrowheads). Trunk vessels, including the dorsal aorta (red arrowheads), posterior cardinal vein (blue arrowheads) and dorsal longitudinal anastomotic vessels (yellow arrowheads) developed almost normally. (B) Confocal images of intracranial vessels. (Left) Lateral views 20 degrees toward the top; dorsal uppermost, anterior to the left. (Right) Dorsal views, head to the left. The trunk artery, including the basilar artery (red arrows), lateral dorsal aorta (blue arrows), mesencephalic artery (yellow arrows) and dorsal longitudinal vein (white arrowheads) developed almost normally in controls and RNF213 morphants. RNF213 morphants showed abnormal sprouting vessels (yellow arrowheads) and irregular vessel diameter (white arrowheads). (C) Cross-sectional view at the middle of the lens level. In a control morphant, the three branches of the nasal ciliary artery (red arrowheads) drain into the inner optic circle (IOC; blue arrowheads). In two different RNF213 morphants, multiple aberrant vessels drain into the IOC (red arrowheads), and occasionally part of the IOC was missing (yellow arrowhead).

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Severely abnormal sprouting vessels were further seen in the head region. Large trunk arteries, such as the lateral dorsal aorta, basilar artery, and primordial channel formed almost normally. However, these vessels were of an irregular diameter and showed aberrant sprouting (Figure 9B). Remarkably, RNF213 morphants sprouted abnormal vessels from the optic vessels at 60-72 hpf. In control morphants, the inner optic circle (IOC) was formed by a branch of the nasal ciliary artery; even at later stages, up to 7 days post-fertilization (dpf), three branches connected the lateral side of the eyeball to the IOC. However, in two different RNF213 morphants, multiple vessels sprouted from the IOC and connected to the cranial veins (Figure 9C, red arrow, Figure S11).

Discussion

To identify a causative gene for moyamoya disease, we used exome analysis in eight index cases who met the RCMJ criteria and whose families comprised three generations of patients. Thus, our cases and families can safely be assumed to be prototypical for familial moyamoya disease. For filtering we employed a modified version of Ng et al.'s criteria [29]. This modification was made to take account of the possible involvement of uncharacterized genes or the susceptibility gene. After applying this filtering process, we obtained two candidate genes, PCMTD1 and RNF213. The former was discarded because it was not replicated by Sanger method in any of the eight index cases. However, p.R4810K in the latter showed complete disease segregation in all 42 families, confirming the previously identified genetic locus 17q25.3 [19][21]. Furthermore, we showed that p.R4810K was strongly associated with moyamoya disease (OR = 111.8) in all East Asian cases. Finally, we searched for variants in RNF213 in non-p.R4810K East Asian cases and in Caucasian cases. We found five novel variants in seven Chinese cases and four variants in four Caucasian cases.

Additionally, we identified a founder haplotype and its decayed haplotypes in 42 families. Homogeneity of the haplotypes was confirmed by genotyping of 39 SNPs. These observations strongly suggest that the causative variant should be located within the core LD block region spanning from RNF213 to NPTX1. However, complete sequencing of this region including promoter, intron and intergenic regions in one of the index cases did not show any variants other than p.R4810K or a G>A substitution in intron 11 of FLJ35220. The latter variant did not have any effect on splicing or gene expression levels. Furthermore we failed to detect any small Indel in exons in the eight index cases and large CNVs in three index cases in 17q25.3, although we missed small intronic structural abnormalities, which might be a possible cause of moyamoya disease. Taken together, these lines of evidence consistently support a conclusion that RNF213 is a susceptibility gene for moyamoya disease. Recently a significant association of a SNP in RNF213 with moyamoya disease in Japanese has been shown [33].

As we previously reported, the penetrance of autosomal dominant moyamoya disease is low, as illustrated by discordant identical twins or “skipping a generation” [34]. This characteristic of moyamoya disease is in accordance with the notion that RNF213 is a susceptibility gene for moyamoya disease and reconciles our unexpected observation that this variant was found at an allele frequency of 1% in the Japanese, Korean and Chinese control populations. In addition, the low identification rates of RNF213 variants in Caucasians compared with East Asians strongly suggests that there is genetic heterogeneity of moyamoya disease between these two populations. In addition, there are obvious differences in the variants themselves between East Asians and Caucasians. Further studies are needed to investigate whether such allelic differences result in the different clinical features.

By cloning the cDNA for this region, we discovered a novel splicing variant for RNF213 (AB537889), which lacks exon 4 of RNF213 [NM_020914.4]. This new splicing variant of RNF213 is a major transcript of RNF213. We have experimentally proven that two functional domains, a Walker motif and a RING finger domain, function. Such novel features of RNF213 hampered our elucidation of its physiological function.

To characterize the physiological role of RNF213 in vivo, we investigated the effects of RNF213 suppression on zebrafish vasculature. RNF213 knockdown zebrafish showed severely abnormal sprouting vessels in the head region, especially from the optic vessels at 60–72 hpf. In normal embryos, the overall wiring pattern of the major vessels is largely completed by 2–2.5 dpf, despite massive development of smaller-caliber vessels in the head through to 7 dpf [35]. Therefore, the aberrant vessel formation from the IOC seen in RNF213 morphants at this stage implies a severely impaired program of angiogenesis in the head region. Although abnormal vascular phenotypes in the tail region have been reported after manipulation of genes such as plexin D1 [36], morphants showing aberrant vascular sprouting from the IOC have never been seen [37], suggesting that RNF213 is involved in a novel signaling pathway in intracranial angiogenesis. As such, we expect that once we identify the pathway, we may be able to elucidate the consequences of vascular remodeling in moyamoya disease [9], [12], [23], [38]. We are aware of a limitation in the current study as a morpholino rescue experiment was not conducted. The rescue experiment is technically difficult to achieve because of the extremely large size of the RNF213 mRNA. However, the similar and clearly defined vascular phenotypes shown by two different RNF213 morphants indicate that these phenotypes were derived from the specific deletion of RNF213 and not from an off-target effect of a morpholino.

A question remains as to how the p.R4810K variant or other nine variants may impair the physiological function of RNF213 thereby resulting in moyamoya disease. We could not demonstrate that p.R4810K or p.D4013N affects ubiquitin ligase activity or causes other hallmark changes such as mRNA or protein instability. Furthermore, it appears that there was no gene dosage effect because some Japanese controls were homozygous (Table 2). In addition, homology search argued against pathological roles for some variants. It is thus probable that these variants likely perturb RNF213 function by unidentified mechanisms other than through ubiquitin ligase activity or by decreasing protein stability or by mislocalization. At present, we cannot specify the mechanism as haploinsufficiency, dominant negative or gain of function; instead we postulate the involvement of another factor. Requirement of co-factors with RNF213 might also explain the lower disease prevalence (1 in 10,000) than expected from the relatively high minor allele frequency of approximately 1%. Furthermore, despite similar frequencies of p.R4810K, population attributable risks were different among the three East Asian populations, suggesting existence of environmental factors or another genetic factor. It should be noted, however, that involvement of the additional genetic factor is unlikely because the gene, RNF213, was singularly filtered as the common genetic factor by exome. We consider it rational to postulate involvement of environmental factors rather than genetic factors. Several environmental factors may include autoimmune conditions [39], [40], infection [41][45] and exposure to radiation [46]. Recently, Bauersachs et al. reported that RNF213 is upregulated in bovine endometrium by pregnancy [47]. In addition, Zhang et al. reported that intracellular parasites and cytokines upregulate RNF213 [48]. These findings support that RNF213 is upregulated by inflammatory signals generated by interferon or cytokines. Of particular interest is transforming growth factor beta (TGF-β), because it is known to be elevated in the cerebrospinal fluid, blood and arteries of patients with moyamoya disease [23], [38] and a SNP within TGF-β has been reported to be associated with moyamoya disease [49]. Further study on cross-talk of RNF213 with such conditions that cause endothelial damage, or angiogenesis factors is needed to understand the molecular mechanisms.

Sharing p.R4810K among moyamoya cases urged us to discuss the anthropological history of the founder haplotype carrying p.R4810K. p.R4810K appears to be a neutral variant or an advantageous variant for human survival because it has been maintained in the East Asian population. It is interesting that p.R4810K was not found in Caucasians; the relatively high prevalence of p.R4810K among East Asians could account for the higher prevalence of moyamoya disease in East Asians than in Caucasians.

This study has several limitations. First, we cannot provide evidence regarding impairment of physiological function of these variants of RNF213 in moyamoya disease. Second, the number of subjects used for deep sequencing or CNVs was small. The strengths of our study are that we conducted whole genome-exome analysis and demonstrated strong evidence showing involvement of a single gene, RFN213, in moyamoya disease. Other strengths include that we found a founder variant in East Asian cases, an additional nine variants in Chinese and Caucasian cases, and characterized the RNF213 protein biochemically and physiologically. Although further studies are necessary to clarify the biochemical function and pathological role of RNF213 in moyamoya disease, the discoveries of its association with the disease and its unique roles in angiogenesis may pave a way to early diagnosis and prevention. It should be noted, however, that the majority of the pathological proof awaits further studies.

Supporting Information

Text S1.

Supplemental methods, reference and acknowledgments.

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Appendix S1.

Web Resources.

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Figure S1.

Pedigree chart. Forty-one Japanese families and one Korean (pedigree 40) family participated in this study. The phenotypes of occlusive lesions are shown. Genotype of p.R4810K (G>A) is shown in brackets.

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Figure S2.

A variant in a Caucasian family. The index case is the father (CAU_ped1_12), who was born in 1966 and suffered a mild ischemic stroke at the age of 30. His mother died of an ischemic stroke at the age of 35. He has four children from two marriages. The second child from the first marriage (CAU_Ped1_122) was born in 1991 and developed moyamoya disease at the age of 5. The first child of the second marriage (CAU_Ped1_123) was born in 1999 and developed moyamoya disease with symptoms of involuntary movement at the age of 9. The second child, (CAU_Ped1_124) born in 2006, developed moyamoya disease with manifestations of ischemic stroke at the age of 3. Diagnoses of moyamoya disease were made by magnetic resonance imaging (MRI). (A) Caucasian pedigree. The index case (father) and his three affected children carry the p.D4013N variant of RNF213 (G>A). Genotypes of the variant for each member are shown in the bracket in the pedigree. (B) Sequencing analysis. (C) Genotyping by HpyCH4V.

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(TIF)

Figure S3.

Effect of G>A substitution in intron 11 of FLJ35220 on splicing or gene expression. (A) We tested whether exon 11 was read through. A short form, which skips exon 11, had an expected size of 107 bp. A long form, which reads through exon 11, had an expected size of 166 bp (NM_173627.2). M, 100 bp ladder DNA marker. (B) FLJ35220 mRNA expression in LCLs [controls; JPN1, an unaffected daughter (Ped17_123) of Ped17_12 and an unaffected spouse (Ped18_20) of Ped18_2; cases: Ped11_11, Ped17_12, Ped18_2 and Ped18_22] as determined by real-time quantitative PCR. Data are shown as means ± S.D. of three independent experiments. There is no statistically significant difference between the two groups. Significance was tested using Student's t-test. A p<0.05 was considered to be significant. The methods have been fully described in the Text S1.

doi:10.1371/journal.pone.0022542.s005

(TIF)

Figure S4.

Copy number analysis for the 1.5-Mb region in 17q25.3. Three index cases of pedigrees 5, 11 and 18 were analyzed. The blue lines represent the copy numbers (log 2 ratio) averaged over 10 SNPs. The copy numbers were compared with control spouse of 2 of pedigree 18.

doi:10.1371/journal.pone.0022542.s006

(TIF)

Figure S5.

Sequence chromatograms for the eight novel variants.

doi:10.1371/journal.pone.0022542.s007

(TIF)

Figure S6.

Cloning of full-length RNF213 cDNA. Schematic representation of the internal connecting site of RNF213 cDNA. RT-PCR with primers set on RNF213 resulted in amplification of the expected fragments. First, fragments 1, 2, 4, and 5 were cloned into a pcDNA3.1+ vector. Second, fragment 3 was cloned into the vector carrying fragment 2, and fragment 5 was subcloned into the vector carrying fragment 4. Then fragments 2–3 and 4–5 were subcloned into fragment 1 using the restriction enzyme sites indicated.

doi:10.1371/journal.pone.0022542.s008

(TIF)

Figure S7.

Northern blotting analysis of RNF213 mRNA. (A) RNF213 mRNA expression in the indicated human tissues (heart, brain, liver, pancreas, skeletal muscle, and lung). Arrow indicates RNF213 mRNA. (B) RNF213 mRNA expression in cultured human cells (HeLa, HEK293T and LCLs (control: JPN1, Ped18_20 (a spouse of 2) and case: Ped18_2, Ped18_22, Ped11_11)) using radiolabelled probes corresponding to RNF213 coding regions. GAPDH mRNA expression is shown as a loading control. The position of RNA Millennium markers (Ambion) and positions of the 18S and 28S ribosomal RNAs are indicated on the left.

doi:10.1371/journal.pone.0022542.s009

(TIF)

Figure S8.

Characterization of the p.R4810K and p.D4013N allele proteins of RNF213. (A) Stability of the p.R4810K variant. Wild-type or p.R4810K variant of RNF213-HA were transiently expressed in HEK293 cells. Cells were lysed and subjected to immunoblotting with an anti-HA antibody. IP, immunoprecipitation. IB, immunoblot. (B) Subcellular localization of the p.R4810K variant of RNF213. HEK293 cells transiently expressing the wild-type or p.R4810K variant of RNF213-HA were fractionated into cytosol, membrane/organelle, nucleus, and cytoskeleton using different lysis reagents (ProteoExtract kit, Calbiochem). (C) Self-ubiquitination of the p.R4810K variant of RNF213. HEK293 cells transiently expressing the wild-type or R4810K variant of RNF213-HA and Myc-ubiquitin were lysed and subjected to immunoprecipitation using an anti-HA antibody, followed by immunoblotting using an anti-Myc antibody. (D) Self-ubiquitination of the p.D4013N mutant of RNF213. HEK293 cells transiently expressing the wild-type or p.D4013N mutant of RNF213-Flag and Myc-ubiquitin were lysed and subjected to immunoprecipitation using an anti-Flag antibody, followed by immunoblotting using an anti-Myc antibody.

doi:10.1371/journal.pone.0022542.s010

(TIF)

Figure S9.

Allele-specific mRNA expression of RNF213 by labeling and detection of the two alleles of marker SNPs p.R4810K and p.H4557H. (A) Design of allele-specific mRNA expression using SNaPshot assay. Arrows indicate primer positions for amplification. Bold arrows indicate extension primers for each SNP. (B) Genotypes of RNF213 gene at two SNPs (p.H4557H and p.R4810K) in cases for SNaPshot assay. (C) Allele-specific ratio of RNF213 mRNA expression in LCLs from SNP heterozygous patients. The common allele/rare allele ratio from cDNA was normalized to that ratio from genomic DNA of the same individual. Data are shown as means ± S.D. of three independent experiments. There was no statistically significant difference between the two alleles for each SNP. Significance was tested by Student's t-test. A p<0.05 was considered to be significant.

doi:10.1371/journal.pone.0022542.s011

(TIF)

Figure S10.

Splicing ablation of RNF213 transcripts by morpholino injection. RT-PCR showing the defective splicing induced by RNF213-α-MO1 and MO2 pairs and a RNF213-β-MO. Compared with the results of PCR (using primer pairs RNF213-α_2 and 2R, RNF213-β_3 and 3R, and RNF213-β_1 and 1R) from noninjected embryos, where a single band was generated (lanes 1, 3, and 5, marked “native”), split bands were detected in PCR using embryos injected with a RNF213-α-MO1, MO2 pair and a RNF213-β-MO (lanes 2, 4, and 6, marked “exon blocked”). M, 1-kb ladder DNA marker. Band indicated by ‘genomic’ is the amplified genomic sequence. Equal amounts of PCR products and marker were loaded in each lane. Intensity of RT-PCR products indicates that RNF213-α is dominantly expressed in vivo.

doi:10.1371/journal.pone.0022542.s012

(TIF)

Figure S11.

RNF213 morphants show multiple sprouting vessels from IOC. Bar graphs showing the number of sprouting vessels from IOC of Tg(fli-EGFP)y1 embryos 72 h post-fertilization. Each group was injected with 2.5 ng morpholinos (MO1, MO2) per embryo indicated in each lane. n = 20 per group. Values are means ± SD. *p<0.01 versus control scramble morphants. #p<0.01 versus RNF213-β-morphants. Neither group of controls nor RNF213-β showed any extra sprouting vessels.

doi:10.1371/journal.pone.0022542.s013

(TIF)

Table S1.

Demographic feature of familial participants.

doi:10.1371/journal.pone.0022542.s014

(XLS)

Table S2.

Summary of demographic and clinical profiles of cases and controls.

doi:10.1371/journal.pone.0022542.s015

(XLS)

Table S3.

Primers used for amplification of RNF213 and PCMTD1 (Human build 37.1).

doi:10.1371/journal.pone.0022542.s016

(XLS)

Table S4.

Positional candidate genes in the 1.5 Mb locus on 17q25.3 (Map Viewer: Build 37.1).

doi:10.1371/journal.pone.0022542.s017

(XLS)

Table S5.

Primer sets and restriction enzymes for screening variants in controls.

doi:10.1371/journal.pone.0022542.s018

(XLS)

Table S6.

Primers used for SNaPshot assay.

doi:10.1371/journal.pone.0022542.s019

(XLS)

Table S7.

Numbers of variants and candidate genes in the 2nd stage for various combination subsets of cases.

doi:10.1371/journal.pone.0022542.s020

(XLS)

Table S8.

A summary of the sequencing results for five controls by exome, 10 controls and deep sequencing in a control by the Sanger method.

doi:10.1371/journal.pone.0022542.s021

(XLS)

Table S9.

Association of ss179362673 with moyamoya disease with or without family histories by allelic model.

doi:10.1371/journal.pone.0022542.s022

(XLS)

Acknowledgments

We thank Dr. Kayoko Inoue, who died in 2007, for her enthusiastic support. We are also grateful to Drs. Mustuko Minata and Sumiko Inoue, Ms. Michi Hirosawa and Ms. Chihiro Horii (Kyoto University Graduate School of Medicine), Prof. Akira Tsuji (Department of Neurology, The University of Tokyo) Dr. Hiroshi Nanjyo (Division of Pathology, Akita University Hospital) and Prof. Hiroshi Yorifuji and Dr. Tohru Murakami (Department of Anatomy, Gunma University Graduate School of Medicine). We thank Ms. Kazumi Kanamori, Ms. Maki Miyoshi and Ms. Mayumi Kishimoto for technical assistance with the molecular biological and zebrafish studies, respectively. We are also grateful to Dr. Fang Fang (Beijing Children's Hospital, Beijing, China), Drs. Hyun-Seung Kang, Chang Wan Oh (Seoul National University College of Medicine, Seoul, Korea) and Dr. Daniela Berg (Department of Neurology, University of Tuebingen, Germany). We thank the members of the international consortium (Supplemental Acknowledgments) for recruiting patients.

Author Contributions

Conceived and designed the experiments: AK. Performed the experiments: AK WL DM ST HK TH NM SY AT AF. Contributed reagents/materials/analysis tools: NH WL YM HH KK YT RH BK LZ JEK SM. Wrote the paper: AK NH WL DM ST YM HK TH HH SY KHH MK SM KN. Analyzed the genetic data: AK WL NM KHH AT AF. Analyzed the clinical data: NH YM HH KK YT RH BK LZ JEK MK SM. Analyzed the molecular data: DM ST HK TH SY KN. All authors have read and approved submission of the manuscript.

References

  1. 1. Takeuchi K, Shimizu K (1957) Hypogenesis of bilateral internal carotid arteries. Brain Nerve 9: 37–43.
  2. 2. Suzuki J, Takaku A (1969) Cerebrovascular “moyamoya” disease. Disease showing abnormal net-like vessels in base of brain. Arch Neurol 20: 288–299.
  3. 3. Goto Y, Yonekawa Y (1992) Worldwide distribution of moyamoya disease. Neurol Med Chir (Tokyo) 32: 883–886.
  4. 4. Kuroda S, Houkin K (2008) Moyamoya disease: current concepts and future perspectives. Lancet Neurol 7: 1056–1066.
  5. 5. Miao W, Zhao PL, Zhang YS, Liu HY, Chang Y, et al. (2010) Epidemiological and clinical features of Moyamoya disease in Nanjing, China. Clin Neurol Neurosurg 112: 199–203.
  6. 6. Amlie-Lefond C, Bernard TJ, Sebire G, Friedman NR, Heyer GL, et al. (2009) Predictors of cerebral arteriopathy in children with arterial ischemic stroke: results of the International Pediatric Stroke Study. Circulation 119: 1417–1423.
  7. 7. Fukui M, Kono S, Sueishi K, Ikezaki K (2000) Moyamoya disease. Neuropathology 20: SupplS61–64.
  8. 8. Takebayashi S, Matsuo K, Kaneko M (1984) Ultrastructural studies of cerebral arteries and collateral vessels in moyamoya disease. Stroke 15: 728–732.
  9. 9. Takagi Y, Kikuta K, Sadamasa N, Nozaki K, Hashimoto N (2006) Caspase-3-dependent apoptosis in middle cerebral arteries in patients with moyamoya disease. Neurosurgery 59: 894–900.
  10. 10. Kim SK, Yoo JI, Cho BK, Hong SJ, Kim YK, et al. (2003) Elevation of CRABP-I in the cerebrospinal fluid of patients with Moyamoya disease. Stroke 34: 2835–2841.
  11. 11. 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: 182–189.
  12. 12. Nanba R, Kuroda S, Ishikawa T, Houkin K, Iwasaki Y (2004) Increased expression of hepatocyte growth factor in cerebrospinal fluid and intracranial artery in moyamoya disease. Stroke 35: 2837–2842.
  13. 13. 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: 544–549.
  14. 14. 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: 214–216.
  15. 15. Yoshimoto T, Houkin K, Takahashi A, Abe H (1996) Angiogenic factors in moyamoya disease. Stroke 27: 2160–2165.
  16. 16. 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: 533–537.
  17. 17. Inoue TK, Ikezaki K, Sasazuki T, Matsushima T, Fukui M (2000) Linkage analysis of moyamoya disease on chromosome 6. J Child Neurol 15: 179–182.
  18. 18. Sakurai K, Horiuchi Y, Ikeda H, Ikezaki K, Yoshimoto T, et al. (2004) A novel susceptibility locus for moyamoya disease on chromosome 8q23. J Hum Genet 49: 278–281.
  19. 19. Yamauchi T, Tada M, Houkin K, Tanaka T, Nakamura Y, et al. (2000) Linkage of familial moyamoya disease (spontaneous occlusion of the circle of Willis) to chromosome 17q25. Stroke 31: 930–935.
  20. 20. Mineharu Y, Liu W, Inoue K, Matsuura N, Inoue S, et al. (2008) Autosomal dominant moyamoya disease maps to chromosome 17q25.3. Neurology 70: 2357–2363.
  21. 21. Liu W, Hashikata H, Inoue K, Matsuura N, Mineharu Y, et al. (2010) A rare Asian founder polymorphism of Raptor may explain the high prevalence of Moyamoya disease among East Asians and its low prevalence among Caucasians. Environ Health Prev Med 15: 94–104.
  22. 22. Fukui M (1997) Guidelines for the diagnosis and treatment of spontaneous occlusion of the circle of Willis (‘moyamoya’ disease). Research Committee on Spontaneous Occlusion of the Circle of Willis (Moyamoya Disease) of the Ministry of Health and Welfare, Japan. Clin Neurol Neurosurg 99: Suppl 2S238–240.
  23. 23. Hojo M, Hoshimaru M, Miyamoto S, Taki W, Nagata I, et al. (1998) Role of transforming growth factor-beta1 in the pathogenesis of moyamoya disease. J Neurosurg 89: 623–629.
  24. 24. Kruglyak L, Daly MJ, Reeve-Daly MP, Lander ES (1996) Parametric and nonparametric linkage analysis: a unified multipoint approach. Am J Hum Genet 58: 1347–1363.
  25. 25. Yamada S, Utsunomiya M, Inoue K, Nozaki K, Miyamoto S, et al. (2003) Absence of linkage of familial intracranial aneurysms to 7q11 in highly aggregated Japanese families. Stroke 34: 892–900.
  26. 26. Morito D, Hirao K, Oda Y, Hosokawa N, Tokunaga F, et al. (2008) Gp78 cooperates with RMA1 in endoplasmic reticulum-associated degradation of CFTRDeltaF508. Mol Biol Cell 19: 1328–1336.
  27. 27. Seguchi O, Takashima S, Yamazaki S, Asakura M, Asano Y, et al. (2007) A cardiac myosin light chain kinase regulates sarcomere assembly in the vertebrate heart. J Clin Invest 117: 2812–2824.
  28. 28. Lawson ND, Weinstein BM (2002) In vivo imaging of embryonic vascular development using transgenic zebrafish. Dev Biol 248: 307–318.
  29. 29. Ng SB, Turner EH, Robertson PD, Flygare SD, Bigham AW, et al. (2009) Targeted capture and massively parallel sequencing of 12 human exomes. Nature 461: 272–276.
  30. 30. Coe BP, Ylstra B, Carvalho B, Meijer GA, Macaulay C, et al. (2007) Resolving the resolution of array CGH. Genomics 89: 647–653.
  31. 31. Lorick KL, Jensen JP, Fang S, Ong AM, Hatakeyama S, et al. (1999) RING fingers mediate ubiquitin-conjugating enzyme (E2)-dependent ubiquitination. Proc Natl Acad Sci U S A 96: 11364–11369.
  32. 32. Walker JE, Saraste M, Runswick MJ, Gay NJ (1982) Distantly related sequences in the alpha- and beta-subunits of ATP synthase, myosin, kinases and other ATP-requiring enzymes and a common nucleotide binding fold. EMBO J 1: 945–951.
  33. 33. Kamada F, Aoki Y, Narisawa A, Abe Y, Komatsuzaki S, et al. (2011) A genome-wide association study identifies RNF213 as the first Moyamoya disease gene. J Hum Genet 56: 34–40.
  34. 34. Mineharu Y, Takenaka K, Yamakawa H, Inoue K, Ikeda H, et al. (2006) Inheritance pattern of familial moyamoya disease: autosomal dominant mode and genomic imprinting. J Neurol Neurosurg Psychiatry 77: 1025–1029.
  35. 35. Isogai S, Horiguchi M, Weinstein BM (2001) The vascular anatomy of the developing zebrafish: an atlas of embryonic and early larval development. Dev Biol 230: 278–301.
  36. 36. Torres-Vazquez J, Gitler AD, Fraser SD, Berk JD, Van NP, et al. (2004) Semaphorin-plexin signaling guides patterning of the developing vasculature. Dev Cell 7: 117–123.
  37. 37. Alvarez Y, Cederlund ML, Cottell DC, Bill BR, Ekker SC, et al. (2007) Genetic determinants of hyaloid and retinal vasculature in zebrafish. BMC Dev Biol 7: 114.
  38. 38. Takagi Y, Kikuta K, Nozaki K, Fujimoto M, Hayashi J, et al. (2007) Expression of hypoxia-inducing factor-1 alpha and endoglin in intimal hyperplasia of the middle cerebral artery of patients with Moyamoya disease. Neurosurgery 60: 338–345.
  39. 39. El Ramahi KM, Al Rayes HM (2000) Systemic lupus erythematosus associated with moyamoya syndrome. Lupus 9: 632–636.
  40. 40. Ogawa K, Nagahiro S, Arakaki R, Ishimaru N, Kobayashi M, et al. (2003) Anti-alpha-fodrin autoantibodies in Moyamoya disease. Stroke 34: e244–246.
  41. 41. Czartoski T, Hallam D, Lacy JM, Chun MR, Becker K (2005) Postinfectious vasculopathy with evolution to moyamoya syndrome. J Neurol Neurosurg Psychiatry 76: 256–259.
  42. 42. Sharfstein SR, Ahmed S, Islam MQ, Najjar MI, Ratushny V (2007) Case of moyamoya disease in a patient with advanced acquired immunodeficiency syndrome. J Stroke Cerebrovasc Dis 16: 268–272.
  43. 43. Somarajan A, Ashalatha R, Syam K (2005) Moya Moya disease: an unusual clinical presentation. J Assoc Physicians India 53: 49–51.
  44. 44. Tanigawara T, Yamada H, Sakai N, Andoh T, Deguchi K, et al. (1997) Studies on cytomegalovirus and Epstein-Barr virus infection in moyamoya disease. Clin Neurol Neurosurg 99: SupplS225–228.
  45. 45. Ueno M, Oka A, Koeda T, Okamoto R, Takeshita K (2002) Unilateral occlusion of the middle cerebral artery after varicella-zoster virus infection. Brain Dev 24: 106–108.
  46. 46. Bitzer M, Topka H (1995) Progressive cerebral occlusive disease after radiation therapy. Stroke 26: 131–136.
  47. 47. Bauersachs S, Ulbrich SE, Gross K, Schmidt SE, Meyer HH, et al. (2006) Embryo-induced transcriptome changes in bovine endometrium reveal species-specific and common molecular markers of uterine receptivity. Reproduction 132: 319–331.
  48. 48. Zhang S, Kim CC, Batra S, McKerrow JH, Loke P (2010) Delineation of diverse macrophage activation programs in response to intracellular parasites and cytokines. PLoS Negl Trop Dis 4: e648.
  49. 49. Phillips JA 3rd, Poling JS, Phillips CA, Stanton KC, Austin ED, et al. (2008) Synergistic heterozygosity for TGFbeta1 SNPs and BMPR2 mutations modulates the age at diagnosis and penetrance of familial pulmonary arterial hypertension. Genet Med 10: 359–365.