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Pereira SSS, Pinto IP, Santos VCDP, Silva RC, Costa EOA, da Cruz AS, da Cruz AD, da Silva CC, Minasi LB. Analysis of parental origin of de novo pathogenic CNVs in patients with intellectual disability. Genet Mol Biol 2024; 47:e20230313. [PMID: 39136576 PMCID: PMC11320663 DOI: 10.1590/1678-4685-gmb-2023-0313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 06/25/2024] [Indexed: 08/16/2024] Open
Abstract
Chromosomal Microarray Analysis (CMA) has increased the comprehension of the mechanisms of copy number variation (CNV) formation, classification of these rearrangements, type of recurrence, and its origin, and has also been a powerful approach to identifying CNVs in individuals with intellectual disability. The aim of this study was to establish the parental origin of de novo pathogenic CNV in a cohort of patients with intellectual disability from the public health system of Goiás-Brazil. CMA was done in 76 trios and we identified 15 de novo pathogenic CNVs in 12 patients with intellectual disability. In a total of 15 de novo pathogenic CNV, 60% were derived from the maternal germline and 40% from the paternal germline. CNV flanked by low copy repeats (LCR) were identified in 46.7% and most of them were of maternal origin. No significant association was observed between paternal age and the mutation rate of de novo CNVs. The presence of high-identity LCRs increases the occurrence of CNV formation mediated by non-allelic homologous recombination and the majority of paternal CNVs are non-recurrent. The mechanism of formation of these CNV may have been by microhomology-mediated break-induced replication or non-homologous end joining.
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Affiliation(s)
- Samara Socorro Silva Pereira
- Pontifícia Universidade Católica de Goiás, Escola de Ciências Médicas e da Vida, Programa de Pós-Graduação em Genética, Núcleo de Pesquisa Replicon, Goiânia, GO, Brazil
- Universidade Federal de Goiás, Programa de Pós-Graduação em Genética e Biologia Molecular, Goiânia, GO, Brazil
| | - Irene Plaza Pinto
- Pontifícia Universidade Católica de Goiás, Escola de Ciências Médicas e da Vida, Programa de Pós-Graduação em Genética, Núcleo de Pesquisa Replicon, Goiânia, GO, Brazil
| | - Victor Cortázio do Prado Santos
- Pontifícia Universidade Católica de Goiás, Escola de Ciências Médicas e da Vida, Programa de Pós-Graduação em Genética, Núcleo de Pesquisa Replicon, Goiânia, GO, Brazil
- Universidade Federal de Goiás, Programa de Pós-Graduação em Genética e Biologia Molecular, Goiânia, GO, Brazil
| | - Rafael Carneiro Silva
- Pontifícia Universidade Católica de Goiás, Escola de Ciências Médicas e da Vida, Programa de Pós-Graduação em Genética, Núcleo de Pesquisa Replicon, Goiânia, GO, Brazil
| | - Emília Oliveira Alves Costa
- Pontifícia Universidade Católica de Goiás, Escola de Ciências Médicas e da Vida, Programa de Pós-Graduação em Genética, Núcleo de Pesquisa Replicon, Goiânia, GO, Brazil
| | - Alex Silva da Cruz
- Pontifícia Universidade Católica de Goiás, Escola de Ciências Médicas e da Vida, Programa de Pós-Graduação em Genética, Núcleo de Pesquisa Replicon, Goiânia, GO, Brazil
| | - Aparecido Divino da Cruz
- Pontifícia Universidade Católica de Goiás, Escola de Ciências Médicas e da Vida, Programa de Pós-Graduação em Genética, Núcleo de Pesquisa Replicon, Goiânia, GO, Brazil
- Secretaria Estadual de Saúde de Goiás, Centro Estadual de Reabilitação e Readaptação Dr. Henrique Santillo, Goiânia, GO, Brazil
- Universidade Federal de Goiás, Programa de Pós-Graduação em Genética e Biologia Molecular, Goiânia, GO, Brazil
| | - Cláudio Carlos da Silva
- Pontifícia Universidade Católica de Goiás, Escola de Ciências Médicas e da Vida, Programa de Pós-Graduação em Genética, Núcleo de Pesquisa Replicon, Goiânia, GO, Brazil
- Secretaria Estadual de Saúde de Goiás, Centro Estadual de Reabilitação e Readaptação Dr. Henrique Santillo, Goiânia, GO, Brazil
| | - Lysa Bernardes Minasi
- Pontifícia Universidade Católica de Goiás, Escola de Ciências Médicas e da Vida, Programa de Pós-Graduação em Genética, Núcleo de Pesquisa Replicon, Goiânia, GO, Brazil
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2
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Bui HTP, Huy Do D, Ly HTT, Tran KT, Le HTT, Nguyen KT, Pham LTD, Le HD, Le VS, Mukhopadhyay A, Nguyen LT. De novo copy number variations in candidate genomic regions in patients of severe autism spectrum disorder in Vietnam. PLoS One 2024; 19:e0290936. [PMID: 38451970 PMCID: PMC10919600 DOI: 10.1371/journal.pone.0290936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 12/09/2023] [Indexed: 03/09/2024] Open
Abstract
Autism spectrum disorder (ASD) is a developmental disorder with a prevalence of around 1% children worldwide and characterized by patient behaviour (communication, social interaction, and personal development). Data on the efficacy of diagnostic tests using copy number variations (CNVs) in candidate genes in ASD is currently around 10% but it is overrepresented by patients of Caucasian background. We report here that the diagnostic success of de novo candidate CNVs in Vietnamese ASD patients is around 6%. We recruited one hundred trios (both parents and a child) where the child was clinically diagnosed with ASD while the parents were not affected. We performed genetic screening to exclude RETT syndrome and Fragile X syndrome and performed genome-wide DNA microarray (aCGH) on all probands and their parents to analyse for de novo CNVs. We detected 1708 non-redundant CNVs in 100 patients and 118 (7%) of them were de novo. Using the filter for known CNVs from the Simons Foundation Autism Research Initiative (SFARI) database, we identified six CNVs (one gain and five loss CNVs) in six patients (3 males and 3 females). Notably, 3 of our patients had a deletion involving the SHANK3 gene-which is the highest compared to previous reports. This is the first report of candidate CNVs in ASD patients from Vietnam and provides the framework for building a CNV based test as the first tier screening for clinical management.
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Affiliation(s)
- Hoa Thi Phuong Bui
- High Technology Center, Vinmec Health Care System, Hai Ba Trung, Ha Noi, Vietnam
- Translational Medicine Laboratory, Biomedical Research Centre, University of Salford, Salford, United Kingdom
| | - Duong Huy Do
- High Technology Center, Vinmec Health Care System, Hai Ba Trung, Ha Noi, Vietnam
| | - Ha Thi Thanh Ly
- High Technology Center, Vinmec Health Care System, Hai Ba Trung, Ha Noi, Vietnam
| | - Kien Trung Tran
- Vinmec Research Institute of Stem Cell and Gene Technology, Vinmec Health Care System, Hai Ba Trung, Ha Noi, Vietnam
| | - Huong Thi Thanh Le
- Vinmec Research Institute of Stem Cell and Gene Technology, Vinmec Health Care System, Hai Ba Trung, Ha Noi, Vietnam
| | - Kien Trung Nguyen
- Vinmec Research Institute of Stem Cell and Gene Technology, Vinmec Health Care System, Hai Ba Trung, Ha Noi, Vietnam
| | - Linh Thi Dieu Pham
- Vinmec Research Institute of Stem Cell and Gene Technology, Vinmec Health Care System, Hai Ba Trung, Ha Noi, Vietnam
| | - Hau Duc Le
- Big Data Institute, Vinmec Health Care System, Hai Ba Trung, Ha Noi, Vietnam
| | - Vinh Sy Le
- Vinmec Research Institute of Stem Cell and Gene Technology, Vinmec Health Care System, Hai Ba Trung, Ha Noi, Vietnam
- University of Engineering and Technology, Vietnam National University Hanoi, Cau Giay, Hanoi, Vietnam
| | - Arijit Mukhopadhyay
- Translational Medicine Laboratory, Biomedical Research Centre, University of Salford, Salford, United Kingdom
| | - Liem Thanh Nguyen
- Vinmec Research Institute of Stem Cell and Gene Technology, Vinmec Health Care System, Hai Ba Trung, Ha Noi, Vietnam
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López-López D, Roldán G, Fernández-Rueda JL, Bostelmann G, Carmona R, Aquino V, Perez-Florido J, Ortuño F, Pita G, Núñez-Torres R, González-Neira A, Peña-Chilet M, Dopazo J. A crowdsourcing database for the copy-number variation of the Spanish population. Hum Genomics 2023; 17:20. [PMID: 36894999 PMCID: PMC9997023 DOI: 10.1186/s40246-023-00466-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 02/25/2023] [Indexed: 03/11/2023] Open
Abstract
BACKGROUND Despite being a very common type of genetic variation, the distribution of copy-number variations (CNVs) in the population is still poorly understood. The knowledge of the genetic variability, especially at the level of the local population, is a critical factor for distinguishing pathogenic from non-pathogenic variation in the discovery of new disease variants. RESULTS Here, we present the SPAnish Copy Number Alterations Collaborative Server (SPACNACS), which currently contains copy number variation profiles obtained from more than 400 genomes and exomes of unrelated Spanish individuals. By means of a collaborative crowdsourcing effort whole genome and whole exome sequencing data, produced by local genomic projects and for other purposes, is continuously collected. Once checked both, the Spanish ancestry and the lack of kinship with other individuals in the SPACNACS, the CNVs are inferred for these sequences and they are used to populate the database. A web interface allows querying the database with different filters that include ICD10 upper categories. This allows discarding samples from the disease under study and obtaining pseudo-control CNV profiles from the local population. We also show here additional studies on the local impact of CNVs in some phenotypes and on pharmacogenomic variants. SPACNACS can be accessed at: http://csvs.clinbioinfosspa.es/spacnacs/ . CONCLUSION SPACNACS facilitates disease gene discovery by providing detailed information of the local variability of the population and exemplifies how to reuse genomic data produced for other purposes to build a local reference database.
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Affiliation(s)
- Daniel López-López
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, 41013, Seville, Spain.,Institute of Biomedicine of Seville, IBiS, University Hospital Virgen del Rocío/CSIC/University of Seville, Seville, Spain.,Centro de Investigación Biomédica en Red en Enfermedades Raras (CIBERER), ISCIII, Madrid, Spain
| | - Gema Roldán
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, 41013, Seville, Spain
| | - Jose L Fernández-Rueda
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, 41013, Seville, Spain
| | - Gerrit Bostelmann
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, 41013, Seville, Spain
| | - Rosario Carmona
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, 41013, Seville, Spain.,Centro de Investigación Biomédica en Red en Enfermedades Raras (CIBERER), ISCIII, Madrid, Spain
| | - Virginia Aquino
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, 41013, Seville, Spain
| | - Javier Perez-Florido
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, 41013, Seville, Spain.,Institute of Biomedicine of Seville, IBiS, University Hospital Virgen del Rocío/CSIC/University of Seville, Seville, Spain
| | - Francisco Ortuño
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, 41013, Seville, Spain.,Department of Computer Architecture and Computer Technology, University of Granada, 18071, Granada, Spain
| | - Guillermo Pita
- Human Genotyping Unit-CeGen, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
| | - Rocío Núñez-Torres
- Human Genotyping Unit-CeGen, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
| | - Anna González-Neira
- Human Genotyping Unit-CeGen, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
| | | | - María Peña-Chilet
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, 41013, Seville, Spain.,Institute of Biomedicine of Seville, IBiS, University Hospital Virgen del Rocío/CSIC/University of Seville, Seville, Spain.,Centro de Investigación Biomédica en Red en Enfermedades Raras (CIBERER), ISCIII, Madrid, Spain
| | - Joaquin Dopazo
- Computational Medicine Platform, Andalusian Public Foundation Progress and Health-FPS, 41013, Seville, Spain. .,Institute of Biomedicine of Seville, IBiS, University Hospital Virgen del Rocío/CSIC/University of Seville, Seville, Spain. .,Centro de Investigación Biomédica en Red en Enfermedades Raras (CIBERER), ISCIII, Madrid, Spain. .,FPS/ELIXIR-ES, Andalusian Public Foundation Progress and Health-FPS, 41013, Seville, Spain.
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4
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Cristiano L. The pseudogenes of eukaryotic translation elongation factors (EEFs): Role in cancer and other human diseases. Genes Dis 2022; 9:941-958. [PMID: 35685457 PMCID: PMC9170609 DOI: 10.1016/j.gendis.2021.03.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 03/29/2021] [Indexed: 02/06/2023] Open
Abstract
The eukaryotic translation elongation factors (EEFs), i.e. EEF1A1, EEF1A2, EEF1B2, EEF1D, EEF1G, EEF1E1 and EEF2, are coding-genes that play a central role in the elongation step of translation but are often altered in cancer. Less investigated are their pseudogenes. Recently, it was demonstrated that pseudogenes have a key regulatory role in the cell, especially via non-coding RNAs, and that the aberrant expression of ncRNAs has an important role in cancer development and progression. The present review paper, for the first time, collects all that published about the EEFs pseudogenes to create a base for future investigations. For most of them, the studies are in their infancy, while for others the studies suggest their involvement in normal cell physiology but also in various human diseases. However, more investigations are needed to understand their functions in both normal and cancer cells and to define which can be useful biomarkers or therapeutic targets.
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Affiliation(s)
- Luigi Cristiano
- R&D Division, Prestige, 18 via Vecchia, Terranuova Bracciolini, AR 52028, Italy
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5
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Yue F, Xi Q, Zhang X, Jiang Y, Zhang H, Liu R. Molecular cytogenetic characterization of 16p11.2 microdeletions with diverse prenatal phenotypes: Four cases report and literature review. Taiwan J Obstet Gynecol 2022; 61:544-550. [PMID: 35595456 DOI: 10.1016/j.tjog.2022.03.027] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/12/2021] [Indexed: 01/07/2023] Open
Abstract
OBJECTIVE Chromosome 16p11.2 deletions have been recognized as a genetic disorder with well-described postnatal phenotypes. However, the prenatal manifestations are atypical for lacking of enough evidence. CASE REPORT Four pregnant women underwent amniocentesis for cytogenetic analysis and chromosomal microarray analysis (CMA) because of various indications for prenatal diagnosis: prenatal ultrasound abnormalities (cases 1, 2 and 4) and the childbearing history of cerebral palsy child (case 3). No overlapping phenotypes were observed in cases 1, 2 and 4, which might indicate phenotypic diversities in prenatal phenotypes for 16p11.2 microdeletion. All four fetuses showed normal karyotypic results while CMA identified 0.303-0.916 Mb microdeletions of 16p11.2, encompassing BP2-BP3 and BP4-BP5 regions separately. According to the parental CMA verification, case 1 carried a maternal inherited duplication in the region of Xp22.33 and a de novo deletion in the region of Xp21.1. All parents opted for the termination of pregnancies based upon genetic counselling. CONCLUSION Our findings enriched the intrauterine phenotypic features of 16p11.2 microdeletions, which would be beneficial for genetic counselling in clinic. In addition, preimplantation genetic testing was recognized as a first-tier approach for such carriers if they intended to conceive again.
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Affiliation(s)
- Fagui Yue
- Center for Reproductive Medicine and Center for Prenatal Diagnosis, First Hospital, Jilin University, Changchun, 130021, China; Jilin Engineering Research Center for Reproductive Medicine and Genetics, Jilin University, Changchun, 130021, China
| | - Qi Xi
- Center for Reproductive Medicine and Center for Prenatal Diagnosis, First Hospital, Jilin University, Changchun, 130021, China; Jilin Engineering Research Center for Reproductive Medicine and Genetics, Jilin University, Changchun, 130021, China
| | - Xinyue Zhang
- Center for Reproductive Medicine and Center for Prenatal Diagnosis, First Hospital, Jilin University, Changchun, 130021, China; Jilin Engineering Research Center for Reproductive Medicine and Genetics, Jilin University, Changchun, 130021, China
| | - Yuting Jiang
- Center for Reproductive Medicine and Center for Prenatal Diagnosis, First Hospital, Jilin University, Changchun, 130021, China; Jilin Engineering Research Center for Reproductive Medicine and Genetics, Jilin University, Changchun, 130021, China
| | - Hongguo Zhang
- Center for Reproductive Medicine and Center for Prenatal Diagnosis, First Hospital, Jilin University, Changchun, 130021, China; Jilin Engineering Research Center for Reproductive Medicine and Genetics, Jilin University, Changchun, 130021, China
| | - Ruizhi Liu
- Center for Reproductive Medicine and Center for Prenatal Diagnosis, First Hospital, Jilin University, Changchun, 130021, China; Jilin Engineering Research Center for Reproductive Medicine and Genetics, Jilin University, Changchun, 130021, China.
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6
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Dai L, Zhang D, Wu Z, Guan X, Ma M, Li L, Zhang Y, Bai Y, Guo H. A Tiered Genetic Screening Strategy for the Molecular Diagnosis of Intellectual Disability in Chinese Patients. Front Genet 2021; 12:669217. [PMID: 34630504 PMCID: PMC8495063 DOI: 10.3389/fgene.2021.669217] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 09/10/2021] [Indexed: 01/02/2023] Open
Abstract
Objective: Intellectual disability (ID) is one of the most common developmental disabilities. To identify the genetic etiology of IDs in Chongqing, we conducted a multistage study in Chinese Han patients. Methods: We collected the clinical and etiological data of 1665 ID patients, including 1,604 from the disabled children evaluation center and 61 from the pediatric rehabilitation unit. Routine genetic screening results were obtained, including karyotype and candidate gene analysis. Then 105 idiopathic cases with syndromic and severe ID/developmental delay (DD) were selected and tested by chromosomal microarray (CMA) and whole exome sequencing (WES) sequentially. The pathogenicity of the CNVs and SNVs were evaluated according to ACMG guidelines. Results: Molecular diagnosis was made by routine genetic screening in 216 patients, including 196 chromosomal syndromes. Among the 105 idiopathic patients, 49 patients with pathogenic/likely pathogenic CNVs and 21 patients with VUS were identified by CMA. Twenty-six pathogenic CNVs underlying well-known syndromic cases, such as Williams-Beuren syndrome, were confirmed by multiplex ligation-dependent probe amplification (MLPA). Nine novel mutations were identified by WES in thirty-fix CNV-negative ID cases. Conclusions: The study illustrated the genetic aberrations distribution of a large ID cohort in Chongqing. Compared with conventional or single methods, a tiered high-throughput diagnostic strategy was developed to greatly improve the diagnostic yields and extend the variation spectrum for idiopathic syndromic ID cases.
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Affiliation(s)
- Limeng Dai
- Department of Medical Genetics, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Danyan Zhang
- Department of Medical Genetics, College of Basic Medical Science, Army Medical University, Chongqing, China.,Chongqing Population and Family Planning Science and Technology Research Institute/NHC Key Laboratory of Birth Defects and Reproductive Health, Chongqing, China
| | - Zhifeng Wu
- Department of Pediatrics, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Xingying Guan
- Department of Medical Genetics, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Mingfu Ma
- Chongqing Population and Family Planning Science and Technology Research Institute/NHC Key Laboratory of Birth Defects and Reproductive Health, Chongqing, China
| | - Lianbing Li
- Chongqing Population and Family Planning Science and Technology Research Institute/NHC Key Laboratory of Birth Defects and Reproductive Health, Chongqing, China
| | - Yuping Zhang
- Department of Pediatrics, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Yun Bai
- Department of Medical Genetics, College of Basic Medical Science, Army Medical University, Chongqing, China
| | - Hong Guo
- Department of Medical Genetics, College of Basic Medical Science, Army Medical University, Chongqing, China
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7
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Paduano F, Colao E, Loddo S, Orlando V, Trapasso F, Novelli A, Perrotti N, Iuliano R. 7q35 Microdeletion and 15q13.3 and Xp22.33 Microduplications in a Patient with Severe Myoclonic Epilepsy, Microcephaly, Dysmorphisms, Severe Psychomotor Delay and Intellectual Disability. Genes (Basel) 2020; 11:genes11050525. [PMID: 32397165 PMCID: PMC7288449 DOI: 10.3390/genes11050525] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 04/29/2020] [Accepted: 05/06/2020] [Indexed: 11/16/2022] Open
Abstract
Copy number variations (CNVs) play a key role in the pathogenesis of several diseases, including a wide range of neurodevelopmental disorders. Here, we describe the detection of three CNVs simultaneously in a female patient with evidence of severe myoclonic epilepsy, microcephaly, hypertelorism, dimorphisms as well as severe psychomotor delay and intellectual disability. Array-CGH analysis revealed a ~240 kb microdeletion at the 7q35 inherited from her father, a ∼538 kb microduplication at the 15q13.3 region and a ∼178 kb microduplication at Xp22.33 region, both transmitted from her mother. The microdeletion in 7q35 was included within an intragenic region of the contactin associated protein-like 2 (CNTNAP2) gene, whereas the microduplications at 15q13.3 and Xp22.33 involved the cholinergic receptor nicotinic α 7 subunit (CHRNA7) and the cytokine receptor-like factor 2 (CRLF2) genes, respectively. Here, we describe a female patient harbouring three CNVs whose additive contribution could be responsible for her clinical phenotypes.
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MESH Headings
- Adult
- Chromosomes, Human, Pair 15/genetics
- Chromosomes, Human, Pair 15/ultrastructure
- Chromosomes, Human, Pair 7/genetics
- Chromosomes, Human, Pair 7/ultrastructure
- Chromosomes, Human, X/genetics
- Chromosomes, Human, X/ultrastructure
- Consanguinity
- DNA Copy Number Variations
- Epilepsies, Myoclonic/genetics
- Female
- Gene Duplication
- Genetic Association Studies
- Humans
- Membrane Proteins/genetics
- Microcephaly/genetics
- Nerve Tissue Proteins/genetics
- Neurodevelopmental Disorders/genetics
- Pedigree
- Receptors, Cytokine/genetics
- Sequence Deletion
- Tissue Array Analysis
- alpha7 Nicotinic Acetylcholine Receptor/genetics
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Affiliation(s)
- Francesco Paduano
- Medical Genetics Unit, University “Magna Graecia”, 88100 Catanzaro, Italy; (F.P.); (E.C.); (F.T.); (N.P.)
- Tecnologica Research Institute and Marrelli Health, Biomedical Section, Stem Cells Unit, 88900 Crotone, Italy
- Department of Experimental and Clinical Medicine, University Magna Graecia of Catanzaro, Campus S. Venuta, Viale Europa, Località Germaneto, 88100 Catanzaro, Italy
| | - Emma Colao
- Medical Genetics Unit, University “Magna Graecia”, 88100 Catanzaro, Italy; (F.P.); (E.C.); (F.T.); (N.P.)
| | - Sara Loddo
- Medical Genetics Laboratory, Bambino Gesù Pediatric Hospital, IRCCS, 00165 Rome, Italy; (S.L.); (V.O.); (A.N.)
| | - Valeria Orlando
- Medical Genetics Laboratory, Bambino Gesù Pediatric Hospital, IRCCS, 00165 Rome, Italy; (S.L.); (V.O.); (A.N.)
| | - Francesco Trapasso
- Medical Genetics Unit, University “Magna Graecia”, 88100 Catanzaro, Italy; (F.P.); (E.C.); (F.T.); (N.P.)
- Department of Experimental and Clinical Medicine, University Magna Graecia of Catanzaro, Campus S. Venuta, Viale Europa, Località Germaneto, 88100 Catanzaro, Italy
| | - Antonio Novelli
- Medical Genetics Laboratory, Bambino Gesù Pediatric Hospital, IRCCS, 00165 Rome, Italy; (S.L.); (V.O.); (A.N.)
| | - Nicola Perrotti
- Medical Genetics Unit, University “Magna Graecia”, 88100 Catanzaro, Italy; (F.P.); (E.C.); (F.T.); (N.P.)
- Department of Health Sciences, University “Magna Graecia”, 88100 Catanzaro, Italy
| | - Rodolfo Iuliano
- Medical Genetics Unit, University “Magna Graecia”, 88100 Catanzaro, Italy; (F.P.); (E.C.); (F.T.); (N.P.)
- Department of Health Sciences, University “Magna Graecia”, 88100 Catanzaro, Italy
- Correspondence:
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8
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Zhou B, Ho SS, Zhang X, Pattni R, Haraksingh RR, Urban AE. Whole-genome sequencing analysis of CNV using low-coverage and paired-end strategies is efficient and outperforms array-based CNV analysis. J Med Genet 2018; 55:735-743. [PMID: 30061371 DOI: 10.1136/jmedgenet-2018-105272] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 05/16/2018] [Accepted: 06/26/2018] [Indexed: 11/03/2022]
Abstract
BACKGROUND Copy number variation (CNV) analysis is an integral component of the study of human genomes in both research and clinical settings. Array-based CNV analysis is the current first-tier approach in clinical cytogenetics. Decreasing costs in high-throughput sequencing and cloud computing have opened doors for the development of sequencing-based CNV analysis pipelines with fast turnaround times. We carry out a systematic and quantitative comparative analysis for several low-coverage whole-genome sequencing (WGS) strategies to detect CNV in the human genome. METHODS We compared the CNV detection capabilities of WGS strategies (short insert, 3 kb insert mate pair and 5 kb insert mate pair) each at 1×, 3× and 5× coverages relative to each other and to 17 currently used high-density oligonucleotide arrays. For benchmarking, we used a set of gold standard (GS) CNVs generated for the 1000 Genomes Project CEU subject NA12878. RESULTS Overall, low-coverage WGS strategies detect drastically more GS CNVs compared with arrays and are accompanied with smaller percentages of CNV calls without validation. Furthermore, we show that WGS (at ≥1× coverage) is able to detect all seven GS deletion CNVs >100 kb in NA12878, whereas only one is detected by most arrays. Lastly, we show that the much larger 15 Mbp Cri du chat deletion can be readily detected with short-insert paired-end WGS at even just 1× coverage. CONCLUSIONS CNV analysis using low-coverage WGS is efficient and outperforms the array-based analysis that is currently used for clinical cytogenetics.
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Affiliation(s)
- Bo Zhou
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA.,Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
| | - Steve S Ho
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA.,Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
| | - Xianglong Zhang
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA.,Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
| | - Reenal Pattni
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA.,Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
| | - Rajini R Haraksingh
- Department of Life Sciences, The University of the West Indies, Saint Augustine, Trinidad and Tobago
| | - Alexander E Urban
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA.,Department of Genetics, Stanford University School of Medicine, Stanford, California, USA.,Program on Genetics of Brain Function, Stanford Center for Genomics and Personalized Medicine, Tasha and John Morgridge Faculty Scholar, Stanford Child Health Research Institute, Stanford University, Stanford, California, USA
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9
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Hnoonual A, Thammachote W, Tim-Aroon T, Rojnueangnit K, Hansakunachai T, Sombuntham T, Roongpraiwan R, Worachotekamjorn J, Chuthapisith J, Fucharoen S, Wattanasirichaigoon D, Ruangdaraganon N, Limprasert P, Jinawath N. Chromosomal microarray analysis in a cohort of underrepresented population identifies SERINC2 as a novel candidate gene for autism spectrum disorder. Sci Rep 2017; 7:12096. [PMID: 28935972 PMCID: PMC5608768 DOI: 10.1038/s41598-017-12317-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Accepted: 09/07/2017] [Indexed: 01/11/2023] Open
Abstract
Chromosomal microarray (CMA) is now recognized as the first-tier genetic test for detection of copy number variations (CNVs) in patients with autism spectrum disorder (ASD). The aims of this study were to identify known and novel ASD associated-CNVs and to evaluate the diagnostic yield of CMA in Thai patients with ASD. The Infinium CytoSNP-850K BeadChip was used to detect CNVs in 114 Thai patients comprised of 68 retrospective ASD patients (group 1) with the use of CMA as a second line test and 46 prospective ASD and developmental delay patients (group 2) with the use of CMA as the first-tier test. We identified 7 (6.1%) pathogenic CNVs and 22 (19.3%) variants of uncertain clinical significance (VOUS). A total of 29 patients with pathogenic CNVs and VOUS were found in 22% (15/68) and 30.4% (14/46) of the patients in groups 1 and 2, respectively. The difference in detected CNV frequencies between the 2 groups was not statistically significant (Chi square = 1.02, df = 1, P = 0.31). In addition, we propose one novel ASD candidate gene, SERINC2, which warrants further investigation. Our findings provide supportive evidence that CMA studies using population-specific reference databases in underrepresented populations are useful for identification of novel candidate genes.
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Affiliation(s)
- Areerat Hnoonual
- Graduate Program in Biomedical Sciences, Prince of Songkla University, Songkhla, Thailand
| | - Weerin Thammachote
- Program in Translational Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Thipwimol Tim-Aroon
- Division of Medical Genetics, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Kitiwan Rojnueangnit
- Division of Medical Genetics, Department of Pediatrics, Faculty of Medicine, Thammasart University, Pathumthani, Thailand
| | - Tippawan Hansakunachai
- Division of Child Development, Department of Pediatrics, Faculty of Medicine, Thammasart University, Pathumthani, Thailand
| | - Tasanawat Sombuntham
- Division of Developmental-Behavioral Pediatrics, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Rawiwan Roongpraiwan
- Division of Developmental-Behavioral Pediatrics, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Juthamas Worachotekamjorn
- Division of Child Development, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Jariya Chuthapisith
- Division of Developmental-Behavioral Pediatrics, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Suthat Fucharoen
- Thalassemia Research Center, Institute of Molecular Biosciences, Mahidol University, Salaya, Nakhon Pathom, Thailand
| | - Duangrurdee Wattanasirichaigoon
- Division of Medical Genetics, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Nichara Ruangdaraganon
- Division of Developmental-Behavioral Pediatrics, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Pornprot Limprasert
- Division of Human Genetics, Department of Pathology, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand.
| | - Natini Jinawath
- Program in Translational Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand. .,Integrative Computational Bioscience Center, Mahidol University, Salaya, Nakhon Pathom, Thailand.
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10
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Atsem S, Reichenbach J, Potabattula R, Dittrich M, Nava C, Depienne C, Böhm L, Rost S, Hahn T, Schorsch M, Haaf T, El Hajj N. Paternal age effects on sperm FOXK1 and KCNA7 methylation and transmission into the next generation. Hum Mol Genet 2016; 25:4996-5005. [PMID: 28171595 PMCID: PMC5418740 DOI: 10.1093/hmg/ddw328] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Revised: 09/16/2016] [Accepted: 09/21/2016] [Indexed: 01/27/2023] Open
Abstract
Children of older fathers carry an increased risk for developing autism and other disorders. To elucidate the underlying mechanisms, we investigated the correlation of sperm DNA methylation with paternal age and its impact on the epigenome of the offspring. Methylation levels of nine candidate genes and LINE-1 repeats were quantified by bisulfite pyrosequencing in sperm DNA of 162 donors and 191 cord blood samples of resulting children (conceived by IVF/ICSI with the same sperm samples). Four genes showed a significant negative correlation between sperm methylation and paternal age. For FOXK1 and KCNA7, the age effect on the sperm epigenome was replicated in an independent cohort of 188 sperm samples. For FOXK1, paternal age also significantly correlated with foetal cord blood (FCB) methylation. Deep bisulfite sequencing and allele-specific pyrosequencing allowed us to distinguish between maternal and paternal alleles in FCB samples with an informative SNP. FCB methylation of the paternal FOXK1 allele was negatively correlated with paternal age, whereas maternal allele was unaffected by maternal age. Since FOXK1 duplication has been associated with autism, we studied blood FOXK1 methylation in 74 children with autism and 41 age-matched controls. The FOXK1 promoter showed a trend for accelerated demethylation in the autism group. Dual luciferase reporter assay revealed that FOXK1 methylation influences gene expression. Collectively, our study demonstrates that age-related DNA methylation changes in sperm can be transmitted to the next generation and may contribute to the increased disease risk in offspring of older fathers.
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Affiliation(s)
- Stefanie Atsem
- Institute of Human Genetics, Julius-Maximilians University, Würzburg, Germany
| | - Juliane Reichenbach
- Institute of Human Genetics, Julius-Maximilians University, Würzburg, Germany
| | - Ramya Potabattula
- Institute of Human Genetics, Julius-Maximilians University, Würzburg, Germany
| | - Marcus Dittrich
- Institute of Human Genetics, Julius-Maximilians University, Würzburg, Germany
| | - Caroline Nava
- INSERM, U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris, Institut du Cerveau et de la Moelle épinière, ICM, Paris, France
| | - Christel Depienne
- INSERM, U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris, Institut du Cerveau et de la Moelle épinière, ICM, Paris, France
- Département de Médicine translationnelle et Neurogénétique, IGBMC, CNRS UMR 7104/INSERM U964/Université de Strasbourg, Illkirch, France
| | - Lena Böhm
- Institute of Human Genetics, Julius-Maximilians University, Würzburg, Germany
| | - Simone Rost
- Institute of Human Genetics, Julius-Maximilians University, Würzburg, Germany
| | | | | | - Thomas Haaf
- Institute of Human Genetics, Julius-Maximilians University, Würzburg, Germany
| | - Nady El Hajj
- Institute of Human Genetics, Julius-Maximilians University, Würzburg, Germany
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11
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Firouzabadi SG, Kariminejad R, Vameghi R, Darvish H, Ghaedi H, Banihashemi S, Firouzkouhi Moghaddam M, Jamali P, Mofidi Tehrani HF, Dehghani H, Narooie-Nejad M, Jamshidi J, Tafakhori A, Sadabadi S, Najmabadi H, Behjati F. Copy Number Variants in Patients with Autism and Additional Clinical Features: Report of VIPR2 Duplication and a Novel Microduplication Syndrome. Mol Neurobiol 2016; 54:7019-7027. [PMID: 27796743 DOI: 10.1007/s12035-016-0202-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Accepted: 10/11/2016] [Indexed: 10/20/2022]
Abstract
Autism is a common neurodevelopmental disorder estimated to affect 1 in 68 children. Many studies have shown the role of copy number variants (CNVs) as a major contributor in the etiology of autism with the overall detection rate of about 10-15 % and over 20 % when syndromic forms of autism exist. In this study, we used array CGH to identify CNVs in 15 Iranian patients with autism. To elevate our diagnostic yield, we selected the sporadic patients who had additional clinical features including intellectual disability (ID), craniofacial anomaly, and seizure. Six out of 15 patients showed clinically relevant CNVs including pathogenic and likely pathogenic copy number gains or losses. We report a novel gene duplication syndrome (10q21.2q21.3 microduplication) and present a new evidence for VIPR2 duplication, as a candidate gene for autism. Furthermore, we describe the first manifesting carrier female with deletion of SLC6A8 and BCAP31 genes on Xq28. Our findings suggest that there might be a higher prevalence of clinically significant CNVs in patients with autism and additional clinical manifestations. The CNV analysis in such patients could lead to the discovery of novel syndromes as well as unraveling the etiology of autism.
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Affiliation(s)
| | | | - Roshanak Vameghi
- Pediatric Neurorehabilitation Research Center, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Hossein Darvish
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hamid Ghaedi
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Susan Banihashemi
- Genetics Research Center, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Mahboubeh Firouzkouhi Moghaddam
- Child and Adolescent Psychiatry Department, Zahedan University of Medical Sciences, Zahedan, Iran.,Research Center for Children and Adolescents Health, Zahedan University of Medical Sciences, Zahedan, Iran
| | | | | | - Hossein Dehghani
- Genetics Research Center, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Mehrnaz Narooie-Nejad
- Genetics of Non-communicable Disease Research Center, Zahedan University of Medical Sciences, Zahedan, Iran
| | - Javad Jamshidi
- Noncommunicable Diseases Research Center, Fasa University of Medical Sciences, Fasa, Iran
| | - Abbas Tafakhori
- Department of Neurology, School of Medicine, Imam Khomeini Hospital and Iranian Center of Neurological Research, Tehran University of Medical Sciences, Tehran, Iran
| | - Saeid Sadabadi
- Bahar Education and Rehabilitation Center for the handicapped, Tehran, Iran
| | - Hossein Najmabadi
- Genetics Research Center, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran.,Kariminejad-Najmabadi Pathology and Genetics Center, Tehran, Iran
| | - Farkhondeh Behjati
- Genetics Research Center, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran.
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12
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Sengun E, Yararbas K, Kasakyan S, Alanay Y. AUTS2 Syndrome in a 68-year-old female: Natural history and further delineation of the phenotype. Am J Med Genet A 2016; 170:3231-3236. [DOI: 10.1002/ajmg.a.37882] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Accepted: 07/15/2016] [Indexed: 12/14/2022]
Affiliation(s)
- Ece Sengun
- Department of Pediatrics; Acibadem University School of Medicine; Istanbul Turkey
| | - Kanay Yararbas
- Duzen Laboratories Group; Istanbul Turkey
- Maltepe University School of Medicine; Istanbul Turkey
| | | | - Yasemin Alanay
- Pediatric Genetics Unit; Department of Pediatrics; Acibadem University School of Medicine; Istanbul Turkey
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13
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Genetic architecture, epigenetic influence and environment exposure in the pathogenesis of Autism. SCIENCE CHINA-LIFE SCIENCES 2016; 58:958-67. [PMID: 26490976 DOI: 10.1007/s11427-015-4941-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Autism spectrum disorder (ASD) is a spectral neurodevelopment disorder affecting approximately 1% of the population. ASD is characterized by impairments in reciprocal social interaction, communication deficits and restricted patterns of behavior. Multiple factors, including genetic/genomic, epigenetic/epigenomic and environmental, are thought to be necessary for autism development. Recent reviews have provided further insight into the genetic/genomic basis of ASD. It has long been suspected that epigenetic mechanisms, including DNA methylation, chromatin structures and long non-coding RNAs may play important roles in the pathology of ASD. In addition to genetic/genomic alterations and epigenetic/epigenomic influences, environmental exposures have been widely accepted as an important role in autism etiology, among which immune dysregulation and gastrointestinal microbiota are two prominent ones.
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14
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Hand JL, Runke CK, Hodge JC. The phenotype spectrum of X-linked ichthyosis identified by chromosomal microarray. J Am Acad Dermatol 2015; 72:617-27. [DOI: 10.1016/j.jaad.2014.12.020] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2014] [Revised: 12/10/2014] [Accepted: 12/12/2014] [Indexed: 11/29/2022]
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15
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Uddin M, Thiruvahindrapuram B, Walker S, Wang Z, Hu P, Lamoureux S, Wei J, MacDonald JR, Pellecchia G, Lu C, Lionel AC, Gazzellone MJ, McLaughlin JR, Brown C, Andrulis IL, Knight JA, Herbrick JA, Wintle RF, Ray P, Stavropoulos DJ, Marshall CR, Scherer SW. A high-resolution copy-number variation resource for clinical and population genetics. Genet Med 2014; 17:747-52. [PMID: 25503493 DOI: 10.1038/gim.2014.178] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2014] [Accepted: 11/07/2014] [Indexed: 11/09/2022] Open
Abstract
PURPOSE Chromosomal microarray analysis to assess copy-number variation has become a first-tier genetic diagnostic test for individuals with unexplained neurodevelopmental disorders or multiple congenital anomalies. More than 100 cytogenetic laboratories worldwide use the new ultra-high resolution Affymetrix CytoScan-HD array to genotype hundreds of thousands of samples per year. Our aim was to develop a copy-number variation resource from a new population sample that would enable more accurate interpretation of clinical genetics data on this microarray platform and others. METHODS Genotyping of 1,000 adult volunteers who are broadly representative of the Ontario population (as obtained from the Ontario Population Genomics Platform) was performed with the CytoScan-HD microarray system, which has 2.7 million probes. Four independent algorithms were applied to detect copy-number variations. Reproducibility and validation metrics were quantified using sample replicates and quantitative-polymerase chain reaction, respectively. RESULTS DNA from 873 individuals passed quality control and we identified 71,178 copy-number variations (81 copy-number variations/individual); 9.8% (6,984) of these copy-number variations were previously unreported. After applying three layers of filtering criteria, from our highest confidence copy-number variation data set we obtained >95% reproducibility and >90% validation rates (73% of these copy-number variations overlapped at least one gene). CONCLUSION The genotype data and annotated copy-number variations for this largely Caucasian population will represent a valuable public resource enabling clinical genetics research and diagnostics.
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Affiliation(s)
- Mohammed Uddin
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Bhooma Thiruvahindrapuram
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Susan Walker
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Zhuozhi Wang
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Pingzhao Hu
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Sylvia Lamoureux
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - John Wei
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Jeffrey R MacDonald
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Giovanna Pellecchia
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Chao Lu
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Anath C Lionel
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Matthew J Gazzellone
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - John R McLaughlin
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.,Public Health Ontario, Toronto, Ontario, Canada.,Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Catherine Brown
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Irene L Andrulis
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada.,Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Julia A Knight
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.,Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Jo-Anne Herbrick
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Richard F Wintle
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Peter Ray
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada.,Division of Molecular Genetics, Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Dimitri J Stavropoulos
- Division of Molecular Genetics, Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Christian R Marshall
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada.,Division of Molecular Genetics, Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Stephen W Scherer
- The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada.,McLaughlin Centre and Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
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