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Nagao Y. Contribution of rare variants to heritability of a disease is much greater than conventionally estimated: modification of allele distribution model. J Hum Genet 2024:10.1038/s10038-024-01281-2. [PMID: 39164359 DOI: 10.1038/s10038-024-01281-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 07/27/2024] [Accepted: 07/28/2024] [Indexed: 08/22/2024]
Abstract
"Missing heritability" is a current problem in human genetics. I previously reported a method to estimate heritability of a polymorphism (hp2) for a common disease without calculating the genetic variance under dominant and the recessive models. Here, I extend the method to the co-dominant model and carry out trial calculations of hp2. I also calculate hp2 applying the allele distribution model originally reported by Pawitan et al. for comparison as a conventional method. But unexpectedly, hp2 calculated for rare variants with high odds ratios was much higher than the calculated values with the allele distribution model. Also, while examining the basis for the difference in calculated hp2, I noticed that conventional methods use the allele frequency (AF) of a variant in the general population to calculate the genetic variance of that variant. However, this implicitly assumes that the unaffected are included among the phenotypes of the disease - an assumption that is inconsistent with case-control studies in which unaffected individuals belong to the control (unaffected) group. Therefore, I modified the allele distribution model by using the AF in the patient population. Consequently, the hp2 of rare variants calculated with the modified allele distribution model was quite high. Recalculating hp2 of several rare variants reported in the literature with the modified allele distribution model yielded results were 3.2 - 53.7 times higher than the hp2 calculated with the original allele distribution model. These results suggest that the contribution of rare variants to heritability of a disease has been considerably underestimated.
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Affiliation(s)
- Yoshiro Nagao
- Department of Clinical Genetics, Tokai University Hospital, Shimokasuya 143, Isehara, Kanagawa, Japan.
- Department of Laboratory Examination, Takashimadaira Chuo General Hospital, Itabashi, Tokyo, Japan.
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Garau J, Garofalo M, Dragoni F, Scarian E, Di Gerlando R, Diamanti L, Zucca S, Bordoni M, Pansarasa O, Gagliardi S. RNA expression profiling in lymphoblastoid cell lines from mutated and non-mutated amyotrophic lateral sclerosis patients. J Gene Med 2024; 26:e3711. [PMID: 38967638 DOI: 10.1002/jgm.3711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 04/18/2024] [Accepted: 06/02/2024] [Indexed: 07/06/2024] Open
Abstract
BACKGROUND Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease characterized by the death of upper and lower motor neurons with an unknown etiology. The difficulty of recovering biological material from patients led to employ lymphoblastoid cell lines (LCLs) as a model for ALS because many pathways, typically located in neurons, are also activated in these cells. METHODS To investigate the expression of coding and long non-coding RNAs in LCLs, a transcriptomic profiling of sporadic ALS (SALS) and mutated patients (FUS, TARDBP, C9ORF72 and SOD1) and matched controls was realized. Thus, differentially expressed genes (DEGs) were investigated among the different subgroups of patients. Peripheral blood mononuclear cells (PBMCs) were isolated and immortalized into LCLs via Epstein-Barr virus infection; RNA was extracted, and RNA-sequencing analysis was performed. RESULTS Gene expression profiles of LCLs were genetic-background-specific; indeed, only 12 genes were commonly deregulated in all groups. Nonetheless, pathways enriched by DEGs in each group were also compared, and a total of 89 Kyoto Encyclopedia of Genes and Genomes (KEGG) terms were shared among all patients. Eventually, the similarity of affected pathways was also assessed when our data were matched with a transcriptomic profile realized in the PBMCs of the same patients. CONCLUSIONS We conclude that LCLs are a good model for the study of RNA deregulation in ALS.
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Affiliation(s)
| | | | - Francesca Dragoni
- IRCCS Mondino Foundation, Pavia, Italy
- Department of Biology and Biotechnology "L. Spallanzani, University of Pavia, Pavia, Italy
| | - Eveljn Scarian
- IRCCS Mondino Foundation, Pavia, Italy
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Rosalinda Di Gerlando
- IRCCS Mondino Foundation, Pavia, Italy
- Department of Biology and Biotechnology "L. Spallanzani, University of Pavia, Pavia, Italy
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Sekimoto T, Ishii M, Emi M, Kurogi S, Funamoto T, Yonezawa Y, Tajima T, Sakamoto T, Hamada H, Chosa E. Copy number loss in the region of the ASPN gene in patients with acetabular dysplasia: ASPN CNV in acetabular dysplasia. Bone Joint Res 2017; 6:439-445. [PMID: 28747338 PMCID: PMC5539304 DOI: 10.1302/2046-3758.67.bjr-2016-0094.r1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2016] [Accepted: 05/15/2017] [Indexed: 11/25/2022] Open
Abstract
Objectives We have previously investigated an association between the genome copy number variation (CNV) and acetabular dysplasia (AD). Hip osteoarthritis is associated with a genetic polymorphism in the aspartic acid repeat in the N-terminal region of the asporin (ASPN) gene; therefore, the present study aimed to investigate whether the CNV of ASPN is involved in the pathogenesis of AD. Methods Acetabular coverage of all subjects was evaluated using radiological findings (Sharp angle, centre-edge (CE) angle, acetabular roof obliquity (ARO) angle, and minimum joint space width). Genomic DNA was extracted from peripheral blood leukocytes. Agilent’s region-targeted high-density oligonucleotide tiling microarray was used to analyse 64 female AD patients and 32 female control subjects. All statistical analyses were performed using EZR software (Fisher’s exact probability test, Pearson’s correlation test, and Student’s t-test). Results CNV analysis of the ASPN gene revealed a copy number loss in significantly more AD patients (9/64) than control subjects (0/32; p = 0.0212). This loss occurred within a 60 kb region on 9q22.31, which harbours the gene for ASPN. The mean radiological parameters of these AD patients were significantly worse than those of the other subjects (Sharp angle, p = 0.0056; CE angle, p = 0.0076; ARO angle, p = 0.0065), and all nine patients required operative therapy such as total hip arthroplasty or pelvic osteotomy. Moreover, six of these nine patients had a history of operative or conservative therapy for developmental dysplasia of the hip. Conclusions Copy number loss within the region harbouring the ASPN gene on 9q22.31 is associated with severe AD. A copy number loss in the ASPN gene region may play a role in the aetiology of severe AD. Cite this article: T. Sekimoto, M. Ishii, M. Emi, S. Kurogi, T. Funamoto, Y. Yonezawa, T. Tajima, T. Sakamoto, H. Hamada, E. Chosa. Copy number loss in the region of the ASPN gene in patients with acetabular dysplasia: ASPN CNV in acetabular dysplasia. Bone Joint Res 2017;6:439–445. DOI: 10.1302/2046-3758.67.BJR-2016-0094.R1.
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Affiliation(s)
- T Sekimoto
- Department of Medicine of Sensory and Motor Organs, University of Miyazaki, 5200 Kihara, Kiyotake, Miyazaki 889-1692, Japan
| | - M Ishii
- CNV Laboratory, DNA Chip Research Institute, 1-15-1 Kaigan, Minatoku, Tokyo 105-0022, Japan
| | - M Emi
- Thoracic Oncology and Cancer Biology, University of Hawaii Cancer Center, 651 Ilalo Street, BSB231, Honolulu, HI 96813, USA
| | - S Kurogi
- Department of Medicine of Sensory and Motor Organs, University of Miyazaki, 5200 Kihara, Kiyotake, Miyazaki 889-1692, Japan
| | - T Funamoto
- Department of Medicine of Sensory and Motor Organs, University of Miyazaki, 5200 Kihara, Kiyotake, Miyazaki 889-1692, Japan
| | - Y Yonezawa
- Division of Data Management, University of Miyazaki, 5200 Kihara, Kiyotake, Miyazaki 889-1692, Japan
| | - T Tajima
- Department of Medicine of Sensory and Motor Organs, University of Miyazaki, 5200 Kihara, Kiyotake, Miyazaki 889-1692, Japan
| | - T Sakamoto
- Department of Medicine of Sensory and Motor Organs, University of Miyazaki, 5200 Kihara, Kiyotake, Miyazaki 889-1692, Japan
| | - H Hamada
- Department of Medicine of Sensory and Motor Organs, University of Miyazaki, 5200 Kihara, Kiyotake, Miyazaki 889-1692, Japan
| | - E Chosa
- Department of Medicine of Sensory and Motor Organs, University of Miyazaki, 5200 Kihara, Kiyotake, Miyazaki 889-1692, Japan
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Copy Number Variations in Amyotrophic Lateral Sclerosis: Piecing the Mosaic Tiles Together through a Systems Biology Approach. Mol Neurobiol 2017; 55:1299-1322. [PMID: 28120152 PMCID: PMC5820374 DOI: 10.1007/s12035-017-0393-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Accepted: 01/06/2017] [Indexed: 12/11/2022]
Abstract
Amyotrophic lateral sclerosis (ALS) is a devastating and still untreatable motor neuron disease. Despite the molecular mechanisms underlying ALS pathogenesis that are still far from being understood, several studies have suggested the importance of a genetic contribution in both familial and sporadic forms of the disease. In addition to single-nucleotide polymorphisms (SNPs), which account for only a limited number of ALS cases, a consistent number of common and rare copy number variations (CNVs) have been associated to ALS. Most of the CNV-based association studies use a traditional candidate-gene approach that is inadequate for uncovering the genetic architectures of complex traits like ALS. The emergent paradigm of “systems biology” may offer a new perspective to better interpret the wide spectrum of CNVs in ALS, enabling the characterization of the complex network of gene products underlying ALS pathogenesis. In this review, we will explore the landscape of CNVs in ALS, putting specific emphasis on the functional impact of common CNV regions and genes consistently associated with increased risk of developing disease. In addition, we will discuss the potential contribution of multiple rare CNVs in ALS pathogenesis, focusing our attention on the complex mechanisms by which these proteins might impact, individually or in combination, the genetic susceptibility of ALS. The comprehensive detection and functional characterization of common and rare candidate risk CNVs in ALS susceptibility may bring new pieces into the intricate mosaic of ALS pathogenesis, providing interesting and important implications for a more precise molecular biomarker-assisted diagnosis and more effective and personalized treatments.
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Berthelot K, Estevez Y, Quiliano M, Baldera-Aguayo PA, Zimic M, Pribat A, Bakleh ME, Teyssier E, Gallusci P, Gardrat C, Lecomte S, Peruch F. HbIDI, SlIDI and EcIDI: A comparative study of isopentenyl diphosphate isomerase activity and structure. Biochimie 2016; 127:133-43. [PMID: 27163845 DOI: 10.1016/j.biochi.2016.05.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Accepted: 05/02/2016] [Indexed: 10/21/2022]
Abstract
In this study, we cloned, expressed and purified the isopentenyl diphosphate isomerases (IDIs) from two plants, Hevea brasiliensis and Solanum lycopersicum, and compared them to the already well characterized Escherichia coli IDI. Phylogenetic analysis showed high homology between the three enzymes. Their catalytic activity was investigated in vitro with recombinant purified enzymes and in vivo by complementation colorimetric tests. The three enzymes displayed consistent activities both in vitro and in vivo. In term of structure, studied by ATR-FTIR and molecular modeling, it is clear that both plant enzymes are more related to their human homologue than to E. coli IDI. But it is assumed that EcIDI represent the minimalistic part of the catalytic core, as both plant enzymes present a supplementary sequence forming an extra α-helice surrounding the catalytic site that could facilitate the biocatalysis. New potential biotechnological applications may be envisaged.
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Affiliation(s)
- Karine Berthelot
- CNRS, LCPO, UMR 5629, Univ. Bordeaux, Bordeaux INP, F-33600, Pessac, France; CNRS, CBMN, UMR 5248, Univ. Bordeaux, Bordeaux INP, F-33600, Pessac, France.
| | - Yannick Estevez
- CNRS, LCPO, UMR 5629, Univ. Bordeaux, Bordeaux INP, F-33600, Pessac, France
| | - Miguel Quiliano
- Departamento de Química Orgánica y Farmacéutica, Facultad de Farmacia y Nutrición, Universidad de Navarra, C/. Irunlarrea 1, 31008, Pamplona, Navarra, Spain
| | - Pedro A Baldera-Aguayo
- Department of Systems Biology and Integrated Program in Cellular, Molecular and Biomedical Studies, Columbia University in the City of New York, NY, 10032, USA; Laboratorio de Bioinformática y Biología Molecular, Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía, Universidad Peruana Cayetano Heredia, San Martin de Porres, Lima, 31, Peru
| | - Mirko Zimic
- Laboratorio de Bioinformática y Biología Molecular, Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía, Universidad Peruana Cayetano Heredia, San Martin de Porres, Lima, 31, Peru
| | - Anne Pribat
- INRA Bordeaux-Aquitaine, UMR 1332 Biologie du Fruit et Pathologie, F-33882, Villenave d'Ornon, France
| | - Marc-Elias Bakleh
- CNRS, LCPO, UMR 5629, Univ. Bordeaux, Bordeaux INP, F-33600, Pessac, France
| | - Emeline Teyssier
- Univ. Bordeaux, Grape Ecophysiology and Functional Biology Laboratory, ISVV, F-33882, Villenave d'Ornon, France
| | - Philippe Gallusci
- Univ. Bordeaux, Grape Ecophysiology and Functional Biology Laboratory, ISVV, F-33882, Villenave d'Ornon, France
| | - Christian Gardrat
- CNRS, LCPO, UMR 5629, Univ. Bordeaux, Bordeaux INP, F-33600, Pessac, France
| | - Sophie Lecomte
- CNRS, CBMN, UMR 5248, Univ. Bordeaux, Bordeaux INP, F-33600, Pessac, France
| | - Frédéric Peruch
- CNRS, LCPO, UMR 5629, Univ. Bordeaux, Bordeaux INP, F-33600, Pessac, France.
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Copy number variations play important roles in heredity of common diseases: a novel method to calculate heritability of a polymorphism. Sci Rep 2015; 5:17156. [PMID: 26599540 PMCID: PMC4657159 DOI: 10.1038/srep17156] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2015] [Accepted: 10/26/2015] [Indexed: 11/13/2022] Open
Abstract
“Missing heritability” in genome wide association studies, the failure to account for a considerable fraction of heritability by the variants detected, is a current puzzle in human genetics. For solving this puzzle the involvement of genetic variants like rare single nucleotide polymorphisms (SNPs) and copy number variations (CNVs) has been proposed. Many papers have published estimating the heritability of sets of polymorphisms, however, there has been no paper discussing the estimation of a heritability of a single polymorphism. Here I show a simple but rational method to calculate heritability of an individual polymorphism, hp2. Using this method, I carried out a trial calculation of hp2 of CNVs and SNPs using published data. It turned out that hp2 of some CNVs is quite large. Noteworthy examples were that about 25% of the heritability of type 2 diabetes mellitus and about 15% of the heritability of schizophrenia could be accounted for by one CNV and by four CNVs, respectively. The results suggest that a large part of missing heritability could be accounted for by re-evaluating the CNVs which have been already found and by searching novel CNVs with large hp2.
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Nakamura K, Mori F, Tanji K, Miki Y, Yamada M, Kakita A, Takahashi H, Utsumi J, Sasaki H, Wakabayashi K. Isopentenyl diphosphate isomerase, a cholesterol synthesizing enzyme, is localized in Lewy bodies. Neuropathology 2015; 35:432-40. [PMID: 25950736 DOI: 10.1111/neup.12204] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Accepted: 01/29/2015] [Indexed: 11/30/2022]
Abstract
Isopentenyl diphosphate isomerase (IDI) is a cytoplasmic enzyme involved in the biosynthesis of isoprenoids including cholesterols. IDI has two isoforms in humans: IDI1 and IDI2. Since lipids are known to be a component of Lewy bodies (LBs), we investigated the immunohistochemical localization of IDI1 and IDI2 in the brain of patients with LB disease and multiple system atrophy (MSA) and normal control subjects. In normal controls, the cytoplasm of neurons was weakly immunostained with anti-IDI1 and anti-IDI2 antibodies throughout the nervous system. In LB disease, brainstem-type LBs were strongly positive for IDI1 and IDI2, and cortical LBs were unstained or barely immunolabeled. Double immunofluorescence staining revealed co-localization of phosphorylated α-synuclein with IDI1 or IDI2. Glial cytoplasmic inclusions in MSA were unstained. Previous studies have shown that levels of cholesterol metabolites are increased in the cerebral cortex of patients with LB disease, and that these metabolites accelerate α-synuclein aggregation. The present findings suggest that IDI1 and IDI2 may be associated with the production of cholesterol metabolites in neurons, leading to α-synuclein aggregation during the process of LB formation.
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Affiliation(s)
- Keiko Nakamura
- Department of Neuropathology, Hirosaki University Graduate School of Medicine, Hirosaki.,Department of Neurology and Neurobiology of Ageing, Kanazawa University Graduate School of Medical Science, Kanazawa
| | - Fumiaki Mori
- Department of Neuropathology, Hirosaki University Graduate School of Medicine, Hirosaki
| | - Kunikazu Tanji
- Department of Neuropathology, Hirosaki University Graduate School of Medicine, Hirosaki
| | - Yasuo Miki
- Department of Neuropathology, Hirosaki University Graduate School of Medicine, Hirosaki
| | - Masahito Yamada
- Department of Neurology and Neurobiology of Ageing, Kanazawa University Graduate School of Medical Science, Kanazawa
| | - Akiyoshi Kakita
- Department of Pathological Neuroscience, Center for Bioresource-based Researches
| | - Hitoshi Takahashi
- Department of Pathology, Brain Research Institute, University of Niigata, Niigata
| | - Jun Utsumi
- Department of Neurology, Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Hidenao Sasaki
- Department of Neurology, Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Koichi Wakabayashi
- Department of Neuropathology, Hirosaki University Graduate School of Medicine, Hirosaki
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Genetic polymorphisms in the mevalonate pathway affect the therapeutic response to alendronate treatment in postmenopausal Chinese women with low bone mineral density. THE PHARMACOGENOMICS JOURNAL 2014; 15:158-64. [DOI: 10.1038/tpj.2014.52] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Revised: 06/15/2014] [Accepted: 08/13/2014] [Indexed: 11/08/2022]
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Yabe I, Sasaki H. [Chromosomal structural variation -- an approach for multiple system atrophy]. Rinsho Shinkeigaku 2013; 53:1333-5. [PMID: 24291978 DOI: 10.5692/clinicalneurol.53.1333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The human genome contains unstable regions that account for 10% of the entire genome and are eccentrically located around centromeres and telomeres. They consist of several kb or Mb of genome sequence, and present a variety of alterations that occur during the replication process, such as repetitions, duplications, deletions, and insertions. These structural polymorphisms are called copy number variations (CNV). The mutation rate of CNV is 10(2)-10(4) times higher than that of single-nucleotide polymorphisms (SNP), and has attracted attention as a basis for sporadic disease. The relationship between CNV and clinical conditions is complicated. While models based on duplication or deletion can be explained as resulting from genetic effect or haploinsufficiency, CNV result in a greater range of transcription anomalies, in addition to that of a gene coded in the region. Recent studies have revealed the mechanisms of transcription and splicing through snRNA and miRNA in the CNV regions. Recently, we experienced discordant monozygotic twin (DMZT) cases in which the patients developed unilateral multiple system atrophy (MSA). Here, we introduced the recent progress regarding CNV and neurodegenerative diseases as it concerns the above DMZT cases and other sporadic MSA cases.
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Affiliation(s)
- Ichiro Yabe
- Department of Neurology, Hokkaido University Graduate School of Medicine
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Sekimoto T, Ishii M, Emi M, Kurogi S, Funamoto T, Hamada H, Chosa E. Segmental copy number loss in the region of Semaphorin 4D gene in patients with acetabular dysplasia. J Orthop Res 2013; 31:957-61. [PMID: 23335257 DOI: 10.1002/jor.22310] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2012] [Accepted: 12/13/2012] [Indexed: 02/04/2023]
Abstract
Acetabular dysplasia (AD) appears to be a multi-factorial disease, which may involve both genetic and environmental factors and whose pathogenesis remains obscure. The present study aims to identify a genetic variation that might confer risk of AD. We performed whole-genome screening of a copy number variation (CNV) using a deCODE-Illumina CNV beadchip with 20 female AD patients and 131 control subjects. Subsequently, Agilent's region-targeted high-density oligonucleotide tiling microarray was used to analyze 64 female AD patients and 32 female control subjects. By sequential analyses, we found a copy number loss in 18 of 64 AD patients, but none in the 32 controls. The loss occurred within a 472 kb region on 9q22.2, which harbors the gene for Semaphorin 4D (Sema4D; 18/64 vs. 0/32, p = 4.81 × 10(-4) , OR = 25.86). We suggest that a copy number loss of the Sema4D gene region may play a role in the etiology of AD.
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Affiliation(s)
- Tomohisa Sekimoto
- Division of Orthopedic Surgery, Department of Medicine of Sensory and Motor Organs, Faculty of Medicine, University of Miyazaki, 5200 Kihara, Kiyotake, Miyazaki 889-1692, Japan.
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Rahimov F, King OD, Leung DG, Bibat GM, Emerson CP, Kunkel LM, Wagner KR. Transcriptional profiling in facioscapulohumeral muscular dystrophy to identify candidate biomarkers. Proc Natl Acad Sci U S A 2012; 109:16234-9. [PMID: 22988124 PMCID: PMC3479603 DOI: 10.1073/pnas.1209508109] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Facioscapulohumeral muscular dystrophy (FSHD) is a progressive neuromuscular disorder caused by contractions of repetitive elements within the macrosatellite D4Z4 on chromosome 4q35. The pathophysiology of FSHD is unknown and, as a result, there is currently no effective treatment available for this disease. To better understand the pathophysiology of FSHD and develop mRNA-based biomarkers of affected muscles, we compared global analysis of gene expression in two distinct muscles obtained from a large number of FSHD subjects and their unaffected first-degree relatives. Gene expression in two muscle types was analyzed using GeneChip Gene 1.0 ST arrays: biceps, which typically shows an early and severe disease involvement; and deltoid, which is relatively uninvolved. For both muscle types, the expression differences were mild: using relaxed cutoffs for differential expression (fold change ≥1.2; nominal P value <0.01), we identified 191 and 110 genes differentially expressed between affected and control samples of biceps and deltoid muscle tissues, respectively, with 29 genes in common. Controlling for a false-discovery rate of <0.25 reduced the number of differentially expressed genes in biceps to 188 and in deltoid to 7. Expression levels of 15 genes altered in this study were used as a "molecular signature" in a validation study of an additional 26 subjects and predicted them as FSHD or control with 90% accuracy based on biceps and 80% accuracy based on deltoids.
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Affiliation(s)
- Fedik Rahimov
- Program in Genomics, Division of Genetics, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115
- The Senator Paul D. Wellstone Muscular Dystrophy Cooperative Research Center and
| | - Oliver D. King
- The Senator Paul D. Wellstone Muscular Dystrophy Cooperative Research Center and
- Boston Biomedical Research Institute, Watertown, MA 02472
| | - Doris G. Leung
- Hugo W. Moser Research Institute at Kennedy Krieger Institute, Baltimore, MD 21205; Departments of
- Neurology and
| | - Genila M. Bibat
- Hugo W. Moser Research Institute at Kennedy Krieger Institute, Baltimore, MD 21205; Departments of
| | - Charles P. Emerson
- The Senator Paul D. Wellstone Muscular Dystrophy Cooperative Research Center and
- Boston Biomedical Research Institute, Watertown, MA 02472
| | - Louis M. Kunkel
- Program in Genomics, Division of Genetics, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115
- The Senator Paul D. Wellstone Muscular Dystrophy Cooperative Research Center and
- The Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, MA 02115
| | - Kathryn R. Wagner
- Hugo W. Moser Research Institute at Kennedy Krieger Institute, Baltimore, MD 21205; Departments of
- Neurology and
- Neuroscience, The Johns Hopkins School of Medicine, Baltimore, MD 21205; and
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Wolf-Hirschhorn (4p-) syndrome: prenatal diagnosis, molecular cytogenetic characterization and association with a 1.2-Mb microduplication at 8p22-p21.3 and a 1.1-Mb microduplication at 10p15.3 in a fetus with an apparently pure 4p deletion. Taiwan J Obstet Gynecol 2012; 50:506-11. [PMID: 22212326 DOI: 10.1016/j.tjog.2011.10.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/14/2011] [Indexed: 01/19/2023] Open
Abstract
OBJECTIVE To present prenatal diagnosis and molecular cytogenetic characterization of Wolf-Hirschhorn syndrome (WHS) associated with microduplications at 8p and 10p in a fetus with an apparently pure 4p deletion. CASE REPORT A 35-year-old gravida 2, para 1 woman underwent amniocentesis at 18 weeks of gestation because of advanced maternal age. Her husband was 38 years of age. There was no family history of congenital malformations. Amniocentesis revealed a karyotype of 46,XY,del(4p16.1). The parental karyotypes were normal. Array comparative genomic hybridization (aCGH) analysis revealed a 6.5-Mb deletion at 4p16.3-p16.1, a 1.2-Mb microduplication at 8p22-p21.3, and a 1.1-Mb microduplication at 10p15.3, or arr cgh 4p16.3p16.1 (0-6,531,998 bp)×1, 8p22p21.3 (18,705,388-19,940,445 bp)×3, 10p15.3 (0-1,105,065 bp)×3. Polymorphic DNA marker analysis confirmed a paternal origin of 4p deletion. Prenatal ultrasound revealed facial dysmorphism and hypospadias. The aCGH analysis of the parents revealed no genomic imbalance. Fluorescence in situ hybridization study showed an unbalanced reciprocal translocation between chromosomes 4 and 10 at bands 4p16.1 and 10p15.3. The cytogenetic result, thus, was 46,XY,der(4)t(4;10)(p16.1;p15.3),dup(8)(p21.3p22). The parents elected to terminate the pregnancy, and a 470-g malformed fetus was delivered. CONCLUSION The present case provides evidence that an apparently pure 4p deletion can be associated with subtle chromosome imbalances in other chromosomes.
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Berthelot K, Estevez Y, Deffieux A, Peruch F. Isopentenyl diphosphate isomerase: A checkpoint to isoprenoid biosynthesis. Biochimie 2012; 94:1621-34. [DOI: 10.1016/j.biochi.2012.03.021] [Citation(s) in RCA: 109] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2012] [Accepted: 03/27/2012] [Indexed: 11/25/2022]
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Khan WA, Knoll JHM, Rogan PK. Context-based FISH localization of genomic rearrangements within chromosome 15q11.2q13 duplicons. Mol Cytogenet 2011; 4:15. [PMID: 21824424 PMCID: PMC3171312 DOI: 10.1186/1755-8166-4-15] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2011] [Accepted: 08/08/2011] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Segmental duplicons (SDs) predispose to an increased frequency of chromosomal rearrangements. These rearrangements can cause a diverse range of phenotypes due to haploinsufficiency, in cis positional effects or gene interruption. Genomic microarray analysis has revealed gene dosage changes adjacent to duplicons, but the high degree of similarity between duplicon sequences has confounded unequivocal assignment of chromosome breakpoints within these intervals. In this study, we localize rearrangements within duplicon-enriched regions of Angelman/Prader-Willi (AS/PWS) syndrome chromosomal deletions with fluorescence in situ hybridization (FISH). RESULTS Breakage intervals in AS deletions were localized recursively with short, coordinate-defined, single copy (SC) and low copy (LC) genomic FISH probes. These probes were initially coincident with duplicons and regions of previously reported breakage in AS/PWS. Subsequently, probes developed from adjacent genomic intervals more precisely delineated deletion breakage intervals involving genes, pseudogenes and duplicons in 15q11.2q13. The observed variability in the deletion boundaries within previously described Class I and Class II deletion AS samples is related to the local genomic architecture in this chromosomal region. CONCLUSIONS Chromosome 15 abnormalities associated with SDs were precisely delineated at a resolution equivalent to genomic Southern analysis. This context-dependent approach can define the boundaries of chromosome rearrangements for other genomic disorders associated with SDs.
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Affiliation(s)
- Wahab A Khan
- Department of Biochemistry, University of Western Ontario, Laboratories of Genome Bioinformatics and Genomic Disorders, 1151 Richmond Street, London, ON, Canada
- Department of Pathology, University of Western Ontario, Laboratories of Genome Bioinformatics and Genomic Disorders, 1151 Richmond Street, London, ON, Canada
| | - Joan HM Knoll
- Department of Pathology, University of Western Ontario, Laboratories of Genome Bioinformatics and Genomic Disorders, 1151 Richmond Street, London, ON, Canada
| | - Peter K Rogan
- Department of Biochemistry, University of Western Ontario, Laboratories of Genome Bioinformatics and Genomic Disorders, 1151 Richmond Street, London, ON, Canada
- Department of Computer Science, University of Western Ontario, Laboratories of Genome Bioinformatics and Genomic Disorders, 1151 Richmond Street, London, ON, Canada
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Kudo H, Emi M, Ishigaki Y, Tsunoda U, Hinokio Y, Ishii M, Sato H, Yamada T, Katagiri H, Oka Y. Frequent loss of genome gap region in 4p16.3 subtelomere in early-onset type 2 diabetes mellitus. EXPERIMENTAL DIABETES RESEARCH 2011; 2011:498460. [PMID: 21754918 PMCID: PMC3132460 DOI: 10.1155/2011/498460] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2010] [Revised: 02/21/2011] [Accepted: 03/30/2011] [Indexed: 12/29/2022]
Abstract
A small portion of Type 2 diabetes mellitus (T2DM) is familial, but the majority occurs as sporadic disease. Although causative genes are found in some rare forms, the genetic basis for sporadic T2DM is largely unknown. We searched for a copy number abnormality in 100 early-onset Japanese T2DM patients (onset age <35 years) by whole-genome screening with a copy number variation BeadChip. Within the 1.3-Mb subtelomeric region on chromosome 4p16.3, we found copy number losses in early-onset T2DM (13 of 100 T2DM versus one of 100 controls). This region surrounds a genome gap, which is rich in multiple low copy repeats. Subsequent region-targeted high-density custom-made oligonucleotide microarray experiments verified the copy number losses and delineated structural changes in the 1.3-Mb region. The results suggested that copy number losses of the genes in the deleted region around the genome gap in 4p16.3 may play significant roles in the etiology of T2DM.
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Affiliation(s)
- Hirohito Kudo
- Division of Molecular Metabolism and Diabetes, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8575, Japan
| | - Mitsuru Emi
- CNV Laboratory, DNA Chip Research Institute, 1-1-43 Suehiro-cho, Tsurumi-ku Yokohama, Kanagawa 230-0045, Japan
| | - Yasushi Ishigaki
- Division of Molecular Metabolism and Diabetes, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8575, Japan
| | - Uiko Tsunoda
- Division of Molecular Metabolism and Diabetes, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8575, Japan
| | - Yoshinori Hinokio
- Division of Molecular Metabolism and Diabetes, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8575, Japan
| | - Miho Ishii
- CNV Laboratory, DNA Chip Research Institute, 1-1-43 Suehiro-cho, Tsurumi-ku Yokohama, Kanagawa 230-0045, Japan
| | - Hidenori Sato
- CNV Laboratory, DNA Chip Research Institute, 1-1-43 Suehiro-cho, Tsurumi-ku Yokohama, Kanagawa 230-0045, Japan
| | - Tetsuya Yamada
- Department of Metabolic Diseases, Center for Metabolic Diseases, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8575, Japan
| | - Hideki Katagiri
- Department of Metabolic Diseases, Center for Metabolic Diseases, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8575, Japan
| | - Yoshitomo Oka
- Division of Molecular Metabolism and Diabetes, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8575, Japan
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Sasaki H, Emi M, Iijima H, Ito N, Sato H, Yabe I, Kato T, Utsumi J, Matsubara K. Copy number loss of (src homology 2 domain containing)-transforming protein 2 (SHC2) gene: discordant loss in monozygotic twins and frequent loss in patients with multiple system atrophy. Mol Brain 2011; 4:24. [PMID: 21658278 PMCID: PMC3141657 DOI: 10.1186/1756-6606-4-24] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2011] [Accepted: 06/10/2011] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Multiple system atrophy (MSA) is a sporadic disease. Its pathogenesis may involve multiple genetic and nongenetic factors, but its etiology remains largely unknown. We hypothesized that the genome of a patient with MSA would demonstrate copy number variations (CNVs) in the genes or genomic regions of interest. To identify genomic alterations increasing the risk for MSA, we examined a pair of monozygotic (MZ) twins discordant for the MSA phenotype and 32 patients with MSA. RESULTS By whole-genome CNV analysis using a combination of CNV beadchip and comparative genomic hybridization (CGH)-based CNV microarrays followed by region-targeting, high-density, custom-made oligonucleotide tiling microarray analysis, we identified disease-specific copy number loss of the (Src homology 2 domain containing)-transforming protein 2 (SHC2) gene in the distal 350-kb subtelomeric region of 19p13.3 in the affected MZ twin and 10 of the 31 patients with MSA but not in 2 independent control populations (p = 1.04 × 10-8, odds ratio = 89.8, Pearson's chi-square test). CONCLUSIONS Copy number loss of SHC2 strongly indicates a causal link to MSA. CNV analysis of phenotypically discordant MZ twins is a powerful tool for identifying disease-predisposing loci. Our results would enable the identification of novel diagnostic measure, therapeutic targets and better understanding of the etiology of MSA.
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Affiliation(s)
- Hidenao Sasaki
- Department of Neurology, Graduate School of Medicine, Hokkaido University, North 15, West 7, Kita-ku, Sapporo 060-8638, Japan
| | - Mitsuru Emi
- CNV Laboratory, DNA Chip Research Institute, 1-1-43 Suehirocho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
| | - Hiroshi Iijima
- CNV Laboratory, DNA Chip Research Institute, 1-1-43 Suehirocho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
| | - Noriko Ito
- CNV Laboratory, DNA Chip Research Institute, 1-1-43 Suehirocho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
| | - Hidenori Sato
- CNV Laboratory, DNA Chip Research Institute, 1-1-43 Suehirocho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
| | - Ichiro Yabe
- Department of Neurology, Graduate School of Medicine, Hokkaido University, North 15, West 7, Kita-ku, Sapporo 060-8638, Japan
| | - Takeo Kato
- Department of Neurology, Haematology, Metabolism, Endocrinology, and Diabetology, Yamagata University Faculty of Medicine, 2-2-2 Iida-Nishi, Yamagata, Yamagata 990-9585, Japan
| | - Jun Utsumi
- Creative Research Institution, Hokkaido University, North 21, West 10, Kita-ku, Sapporo 001-0021, Japan
- Graduate School of Pharmaceutical Sciences, Kyoto University, 46-29 Yoshida-Shimo-Adachi-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Kenichi Matsubara
- CNV Laboratory, DNA Chip Research Institute, 1-1-43 Suehirocho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
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