1
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Kerkhof J, Rastin C, Levy MA, Relator R, McConkey H, Demain L, Dominguez-Garrido E, Kaat LD, Houge SD, DuPont BR, Fee T, Fletcher RS, Gokhale D, Haukanes BI, Henneman P, Hilton S, Hilton BA, Jenkinson S, Lee JA, Louie RJ, Motazacker MM, Rzasa J, Stevenson RE, Plomp A, van der Laan L, van der Smagt J, Walden KK, Banka S, Mannens M, Skinner SA, Friez MJ, Campbell C, Tedder ML, Alders M, Sadikovic B. Diagnostic utility and reporting recommendations for clinical DNA methylation episignature testing in genetically undiagnosed rare diseases. Genet Med 2024; 26:101075. [PMID: 38251460 DOI: 10.1016/j.gim.2024.101075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 01/09/2024] [Accepted: 01/12/2024] [Indexed: 01/23/2024] Open
Abstract
PURPOSE This study aims to assess the diagnostic utility and provide reporting recommendations for clinical DNA methylation episignature testing based on the cohort of patients tested through the EpiSign Clinical Testing Network. METHODS The EpiSign assay utilized unsupervised clustering techniques and a support vector machine-based classification algorithm to compare each patient's genome-wide DNA methylation profile with the EpiSign Knowledge Database, yielding the result that was reported. An international working group, representing distinct EpiSign Clinical Testing Network health jurisdictions, collaborated to establish recommendations for interpretation and reporting of episignature testing. RESULTS Among 2399 cases analyzed, 1667 cases underwent a comprehensive screen of validated episignatures, imprinting, and promoter regions, resulting in 18.7% (312/1667) positive reports. The remaining 732 referrals underwent targeted episignature analysis for assessment of sequence or copy-number variants (CNVs) of uncertain significance or for assessment of clinical diagnoses without confirmed molecular findings, and 32.4% (237/732) were positive. Cases with detailed clinical information were highlighted to describe various utility scenarios for episignature testing. CONCLUSION Clinical DNA methylation testing including episignatures, imprinting, and promoter analysis provided by an integrated network of clinical laboratories enables test standardization and demonstrates significant diagnostic yield and clinical utility beyond DNA sequence analysis in rare diseases.
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Affiliation(s)
- Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Cassandra Rastin
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Michael A Levy
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Raissa Relator
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Leigh Demain
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Manchester, United Kingdom
| | | | - Laura Donker Kaat
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Sofia Douzgou Houge
- Haukeland University Hospital, Centre for Medical Genetics and Molecular Medicine, Bergen, Norway
| | | | | | | | - David Gokhale
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Manchester, United Kingdom
| | - Bjørn Ivar Haukanes
- Haukeland University Hospital, Centre for Medical Genetics and Molecular Medicine, Bergen, Norway
| | - Peter Henneman
- Amsterdam University Medical Center, University of Amsterdam, Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
| | - Sarah Hilton
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Manchester, United Kingdom
| | | | - Sarah Jenkinson
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Manchester, United Kingdom
| | | | | | - M Mahdi Motazacker
- Amsterdam University Medical Center, University of Amsterdam, Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
| | - Jessica Rzasa
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | | | - Astrid Plomp
- Department of Clinical Genetics, AMC, Amsterdam, The Netherlands
| | - Liselot van der Laan
- Amsterdam University Medical Center, University of Amsterdam, Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
| | - Jasper van der Smagt
- Department of Genetics, Utrecht University Medical Center, Utrecht, The Netherlands
| | | | - Siddharth Banka
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Manchester, United Kingdom; Division of Evolution, Infection and Genomic Sciences, School of Biological Sciences, University of Manchester, Manchester, United Kingdom
| | - Marcel Mannens
- Amsterdam University Medical Center, University of Amsterdam, Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
| | | | | | - Christopher Campbell
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Manchester, United Kingdom
| | | | - Marielle Alders
- Amsterdam University Medical Center, University of Amsterdam, Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
| | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada.
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2
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Zhang S, Shi K, Lyu N, Zhang Y, Liang G, Zhang W, Wang X, Wen H, Wen L, Ma H, Wang J, Yu X, Guan L. Genome-wide DNA methylation analysis in families with multiple individuals diagnosed with schizophrenia and intellectual disability. World J Biol Psychiatry 2023; 24:741-753. [PMID: 37017099 DOI: 10.1080/15622975.2023.2198595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 03/21/2023] [Accepted: 03/30/2023] [Indexed: 04/06/2023]
Abstract
OBJECTIVES Schizophrenia (SZ) and intellectual disability (ID) are both included in the continuum of neurodevelopmental disorders (NDDs). DNA methylation is known to be important in the occurrence of NDDs. The family study is conducive to eliminate the effects of relative epigenetic backgrounds, and to screen for differentially methylated positions (DMPs) and regions (DMRs) that are truly associated with NDDs. METHODS Four monozygotic twin families were recruited, and both twin individuals suffered from NDDs (either SZ, ID, or SZ plus ID). Genome-wide methylation analysis was performed in all samples and each family. DMPs and DMRs between NDD patients and unaffected individuals were identified. Functional and pathway enrichment analyses were performed on the annotated genes. RESULTS Two significant DMPs annotated to CYP2E1 were found in all samples. In Family One, 1476 DMPs mapped to 880 genes, and 162 DMRs overlapping with 153 unique genes were recognised. Our results suggested that the altered methylation levels of FYN, STAT3, RAC1, and NR4A2 were associated with the development of SZ and ID. Neurodevelopment and the immune system may participate in the occurrence of SZ and ID. CONCLUSIONS Our findings suggested that DNA methylation participated in the development of NDDs by affecting neurodevelopment and the immune system.
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Affiliation(s)
- Shengmin Zhang
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Centre for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Kaiyu Shi
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Centre for Mental Disorders (Peking University Sixth Hospital), Beijing, China
- Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Nan Lyu
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Centre for Mental Disorders (Peking University Sixth Hospital), Beijing, China
- Beijing Anding Hospital, Beijing Key Laboratory of Mental Disorders, The National Clinical Research Centre for Mental Disorders, The Advanced Innovation Centre for Human Brain Protection, Capital Medical University, Beijing, China
| | - Yunshu Zhang
- The Sixth People's Hospital of Hebei Province, Hebei Mental Health Centre, Baoding, Hebei, China
| | | | - Wufang Zhang
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Centre for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Xijin Wang
- The First Psychiatric Hospital of Harbin, Harbin, Heilongjiang, China
| | - Hong Wen
- The Third Hospital of Mianyang, Mianyang, Sichuan, China
| | - Liping Wen
- Zigong Mental Health Centre, Zigong, Sichuan, China
| | - Hong Ma
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Centre for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Jijun Wang
- Shanghai Mental Health Centre, Shanghai Jiaotong University School of Medicine, Shanghai Key Laboratory of Psychotic Disorders, Shanghai, China
| | - Xin Yu
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Centre for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Lili Guan
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Centre for Mental Disorders (Peking University Sixth Hospital), Beijing, China
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3
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Di Risi T, Cuomo M, Vinciguerra R, Ferraro S, Della Monica R, Costabile D, Buonaiuto M, Trio F, Capoluongo E, Visconti R, Riccio E, Pisani A, Chiariotti L. Methylome Profiling in Fabry Disease in Clinical Practice: A Proof of Concept. Int J Mol Sci 2022; 23:ijms232012110. [PMID: 36292965 PMCID: PMC9602470 DOI: 10.3390/ijms232012110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 10/04/2022] [Accepted: 10/07/2022] [Indexed: 11/16/2022] Open
Abstract
Anderson−Fabry disease (FD) is an X-linked disease caused by a functional deficit of the α-galactosidase A enzyme. FD diagnosis relies on the clinical manifestations and research of GLA gene mutations. However, because of the lack of a clear genotype/phenotype correlation, FD diagnosis can be challenging. Recently, several studies have highlighted the importance of investigating DNA methylation patterns for confirming the correct diagnosis of different rare Mendelian diseases, but to date, no such studies have been reported for FD. Thus, in the present investigation, we analyzed for the first time the genome-wide methylation profile of a well-characterized cohort of patients with Fabry disease. We profiled the methylation status of about 850,000 CpG sites in 5 FD patients, all carrying the same mutation in the GLA gene (exon 6 c.901C>G) and presenting comparable low levels of α-Gal A activity. We found that, although the whole methylome profile did not discriminate the FD group from the unaffected one, several genes were significantly differentially methylated in Fabry patients. Thus, we provide here a proof of concept, to be tested in patients with different mutations and in a larger cohort, that the methylation state of specific genes can potentially identify Fabry patients and possibly predict organ involvement and disease evolution.
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Affiliation(s)
- Teodolinda Di Risi
- CEINGE, Biotecnologie Avanzate, Via Gaetano Salvatore, 80145 Naples, Italy
- Department of Public Health, University Federico II, 80131 Naples, Italy
| | - Mariella Cuomo
- CEINGE, Biotecnologie Avanzate, Via Gaetano Salvatore, 80145 Naples, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University Federico II, 80131 Naples, Italy
| | | | - Sara Ferraro
- CEINGE, Biotecnologie Avanzate, Via Gaetano Salvatore, 80145 Naples, Italy
| | - Rosa Della Monica
- CEINGE, Biotecnologie Avanzate, Via Gaetano Salvatore, 80145 Naples, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University Federico II, 80131 Naples, Italy
| | - Davide Costabile
- CEINGE, Biotecnologie Avanzate, Via Gaetano Salvatore, 80145 Naples, Italy
- SEMM-European School of Molecular Medicine, University Federico II, 80145 Naples, Italy
| | - Michela Buonaiuto
- CEINGE, Biotecnologie Avanzate, Via Gaetano Salvatore, 80145 Naples, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University Federico II, 80131 Naples, Italy
| | - Federica Trio
- CEINGE, Biotecnologie Avanzate, Via Gaetano Salvatore, 80145 Naples, Italy
| | - Ettore Capoluongo
- Department of Molecular Medicine and Medical Biotechnologies, University Federico II, 80131 Naples, Italy
- Department of Clinical Pathology and Genomics, Azienda Ospedaliera per L’Emergenza Cannizzaro, 95126 Catania, Italy
| | - Roberta Visconti
- CEINGE, Biotecnologie Avanzate, Via Gaetano Salvatore, 80145 Naples, Italy
- Institute for the Experimental Endocrinology and Oncology, Italian National Council of Research, 80131 Naples, Italy
| | - Eleonora Riccio
- Institute for Biomedical Research and Innovation, Italian National Research Council, 90146 Palermo, Italy
| | - Antonio Pisani
- Department of Public Health, University Federico II, 80131 Naples, Italy
| | - Lorenzo Chiariotti
- CEINGE, Biotecnologie Avanzate, Via Gaetano Salvatore, 80145 Naples, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University Federico II, 80131 Naples, Italy
- Correspondence:
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4
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Wang J, Foroutan A, Richardson E, Skinner SA, Reilly J, Kerkhof J, Curry CJ, Tarpey PS, Robertson SP, Maystadt I, Keren B, Dixon JW, Skinner C, Stapleton R, Ruaud L, Gumus E, Lakeman P, Alders M, Tedder ML, Schwartz CE, Friez MJ, Sadikovic B, Stevenson RE. Clinical findings and a DNA methylation signature in kindreds with alterations in ZNF711. Eur J Hum Genet 2022; 30:420-427. [PMID: 34992252 PMCID: PMC8990020 DOI: 10.1038/s41431-021-01018-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 11/04/2021] [Accepted: 11/22/2021] [Indexed: 01/05/2023] Open
Abstract
ZNF711 is one of eleven zinc-finger genes on the X chromosome that have been associated with X-linked intellectual disability. This association is confirmed by the clinical findings in 20 new cases in addition to 11 cases previously reported. No consistent growth aberrations, craniofacial dysmorphology, malformations or neurologic findings are associated with alterations in ZNF711. The intellectual disability is typically mild and coexisting autism occurs in half of the cases. Carrier females show no manifestations. A ZNF711-specific methylation signature has been identified which can assist in identifying new cases and in confirming the pathogenicity of variants in the gene.
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Affiliation(s)
- Jiyong Wang
- Greenwood Genetic Center, Greenwood, SC, USA
| | - Aidin Foroutan
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | | | | | - Jack Reilly
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Cynthia J Curry
- Genetic Medicine, University of California, San Francisco/Fresno, Fresno, CA, USA
| | | | - Stephen P Robertson
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Isabelle Maystadt
- Centre de Génétique Humaine, Institute de Pathologie et de Génétique, Gosselies, BE, Charleroi, Belgium
| | - Boris Keren
- Genetic Department, La Pitie-Salpetriere Hospital, APHP.Sorbonne Universite, Paris, France
| | - Joanne W Dixon
- Genetic Health Services New Zealand, Christchurch Hospital, Christchurch, New Zealand
| | | | - Rachel Stapleton
- Genetic Health Services New Zealand, Christchurch Hospital, Christchurch, New Zealand
| | - Lyse Ruaud
- Department of Genetics, APHP.Nord, Robert Debré Hospital, Paris, FR and University of Paris, UMR 1141NEURODIDEROT, INSERM, Paris, France
| | - Evren Gumus
- Medical Genetics Department, Mugla Sitki Kocman University, Mugla, Turkey
| | - Phillis Lakeman
- Department of Clinical Genetics, Amsterdam University Medical Center, Amsterdam, Netherlands
| | - Mariëlle Alders
- Department of Clinical Genetics, Amsterdam University Medical Center, Amsterdam, Netherlands
| | | | | | | | - Bekim Sadikovic
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
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5
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Sadikovic B, Levy MA, Aref-Eshghi E. Functional annotation of genomic variation: DNA methylation episignatures in neurodevelopmental Mendelian disorders. Hum Mol Genet 2021; 29:R27-R32. [PMID: 32644126 DOI: 10.1093/hmg/ddaa144] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 06/19/2020] [Accepted: 07/06/2020] [Indexed: 11/13/2022] Open
Abstract
The breadth and complexity of genetic testing in patients with suspected Mendelian neurodevelopmental disorders has rapidly expanded in the past two decades. However, in spite of advances in genomic technologies, genetic diagnosis remains elusive in more than half of these patients. Epigenomics, and in particular genomic DNA methylation profiles, are now known to be associated with the underpinning genetic defects in a growing number of Mendelian disorders. These often highly specific and sensitive molecular biomarkers have been used to screen these patient populations, resolve ambiguous clinical cases and interpret genetic variants of unknown clinical significance. Increasing the diagnostic yield beyond genomic sequencing technologies has rapidly propelled epigenomics to clinical utilization, with recent introduction of DNA methylation 'EpiSign' analysis in clinical diagnostic laboratories. This review provides an overview of the principles, applications and limitations of DNA methylation episignature analysis in patients with neurodevelopmental Mendelian disorders, and discusses clinical implications of this emerging diagnostic technology.
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Affiliation(s)
- Bekim Sadikovic
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, Ontario N6A5W9, Canada.,Department of Pathology and Laboratory Medicine, Western University, London, Ontario N6A3K7, Canada.,Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario N6A5C1, Canada
| | - Michael A Levy
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, Ontario N6A5W9, Canada
| | - Erfan Aref-Eshghi
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, Ontario N6A5W9, Canada
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6
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Identification of a DNA Methylation Episignature in the 22q11.2 Deletion Syndrome. Int J Mol Sci 2021; 22:ijms22168611. [PMID: 34445317 PMCID: PMC8395258 DOI: 10.3390/ijms22168611] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 07/26/2021] [Accepted: 08/04/2021] [Indexed: 12/27/2022] Open
Abstract
The 22q11.2 deletion syndrome (22q11.2DS) is the most common genomic disorder in humans and is the result of a recurrent 1.5 to 2.5 Mb deletion, encompassing approximately 20–40 genes, respectively. The clinical presentation of the typical deletion includes: Velocardiofacial, Di George, Opitz G/BBB and Conotruncalanomaly face syndromes. Atypical deletions (proximal, distal or nested) are rare and characterized mainly by normal phenotype or mild intellectual disability and variable clinical features. The pathogenetic mechanisms underlying this disorder are not completely understood. Because the 22q11.2 region harbours genes coding for transcriptional factors and chromatin remodelers, in this study, we performed analysis of genome-wide DNA methylation of peripheral blood from 49 patients with 22q11.2DS using the Illumina Infinium Methylation EPIC bead chip arrays. This cohort comprises 43 typical, 2 proximal and 4 distal deletions. We demonstrated the evidence of a unique and highly specific episignature in all typical and proximal 22q11.2DS. The sensitivity and specificity of this signature was further confirmed by comparing it to over 1500 patients with other neurodevelopmental disorders with known episignatures. Mapping the 22q11.2DS DNA methylation episignature provides both novel insights into the molecular pathogenesis of this disorder and an effective tool in the molecular diagnosis of 22q11.2DS.
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7
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Mossink B, Negwer M, Schubert D, Nadif Kasri N. The emerging role of chromatin remodelers in neurodevelopmental disorders: a developmental perspective. Cell Mol Life Sci 2021; 78:2517-2563. [PMID: 33263776 PMCID: PMC8004494 DOI: 10.1007/s00018-020-03714-5] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 11/04/2020] [Accepted: 11/16/2020] [Indexed: 12/13/2022]
Abstract
Neurodevelopmental disorders (NDDs), including intellectual disability (ID) and autism spectrum disorders (ASD), are a large group of disorders in which early insults during brain development result in a wide and heterogeneous spectrum of clinical diagnoses. Mutations in genes coding for chromatin remodelers are overrepresented in NDD cohorts, pointing towards epigenetics as a convergent pathogenic pathway between these disorders. In this review we detail the role of NDD-associated chromatin remodelers during the developmental continuum of progenitor expansion, differentiation, cell-type specification, migration and maturation. We discuss how defects in chromatin remodelling during these early developmental time points compound over time and result in impaired brain circuit establishment. In particular, we focus on their role in the three largest cell populations: glutamatergic neurons, GABAergic neurons, and glia cells. An in-depth understanding of the spatiotemporal role of chromatin remodelers during neurodevelopment can contribute to the identification of molecular targets for treatment strategies.
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Affiliation(s)
- Britt Mossink
- Department of Human Genetics, Radboudumc, Donders Institute for Brain, Cognition and Behaviour, Geert Grooteplein 10, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
- Department of Cognitive Neuroscience, Radboudumc, Donders Institute for Brain, Cognition and Behaviour, 6500 HB, Nijmegen, The Netherlands
| | - Moritz Negwer
- Department of Human Genetics, Radboudumc, Donders Institute for Brain, Cognition and Behaviour, Geert Grooteplein 10, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
- Department of Cognitive Neuroscience, Radboudumc, Donders Institute for Brain, Cognition and Behaviour, 6500 HB, Nijmegen, The Netherlands
| | - Dirk Schubert
- Department of Cognitive Neuroscience, Radboudumc, Donders Institute for Brain, Cognition and Behaviour, 6500 HB, Nijmegen, The Netherlands
| | - Nael Nadif Kasri
- Department of Human Genetics, Radboudumc, Donders Institute for Brain, Cognition and Behaviour, Geert Grooteplein 10, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
- Department of Cognitive Neuroscience, Radboudumc, Donders Institute for Brain, Cognition and Behaviour, 6500 HB, Nijmegen, The Netherlands.
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8
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Sadikovic B, Levy MA, Kerkhof J, Aref-Eshghi E, Schenkel L, Stuart A, McConkey H, Henneman P, Venema A, Schwartz CE, Stevenson RE, Skinner SA, DuPont BR, Fletcher RS, Balci TB, Siu VM, Granadillo JL, Masters J, Kadour M, Friez MJ, van Haelst MM, Mannens MMAM, Louie RJ, Lee JA, Tedder ML, Alders M. Clinical epigenomics: genome-wide DNA methylation analysis for the diagnosis of Mendelian disorders. Genet Med 2021; 23:1065-1074. [PMID: 33547396 PMCID: PMC8187150 DOI: 10.1038/s41436-020-01096-4] [Citation(s) in RCA: 101] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 12/29/2020] [Accepted: 12/31/2020] [Indexed: 01/23/2023] Open
Abstract
Purpose We describe the clinical implementation of genome-wide DNA methylation analysis in rare disorders across the EpiSign diagnostic laboratory network and the assessment of results and clinical impact in the first subjects tested. Methods We outline the logistics and data flow between an integrated network of clinical diagnostics laboratories in Europe, the United States, and Canada. We describe the clinical validation of EpiSign using 211 specimens and assess the test performance and diagnostic yield in the first 207 subjects tested involving two patient subgroups: the targeted cohort (subjects with previous ambiguous/inconclusive genetic findings including genetic variants of unknown clinical significance) and the screening cohort (subjects with clinical findings consistent with hereditary neurodevelopmental syndromes and no previous conclusive genetic findings). Results Among the 207 subjects tested, 57 (27.6%) were positive for a diagnostic episignature including 48/136 (35.3%) in the targeted cohort and 8/71 (11.3%) in the screening cohort, with 4/207 (1.9%) remaining inconclusive after EpiSign analysis. Conclusion This study describes the implementation of diagnostic clinical genomic DNA methylation testing in patients with rare disorders. It provides strong evidence of clinical utility of EpiSign analysis, including the ability to provide conclusive findings in the majority of subjects tested.
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Affiliation(s)
- Bekim Sadikovic
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON, Canada. .,Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada.
| | - Michael A Levy
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON, Canada.,Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Jennifer Kerkhof
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON, Canada.,Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Erfan Aref-Eshghi
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON, Canada.,Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Laila Schenkel
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON, Canada.,Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Alan Stuart
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON, Canada.,Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Haley McConkey
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON, Canada.,Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Peter Henneman
- Amsterdam University Medical Center, University of Amsterdam, Department of Clinical Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
| | - Andrea Venema
- Amsterdam University Medical Center, University of Amsterdam, Department of Clinical Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
| | | | | | | | | | | | - Tugce B Balci
- Department of Pediatrics, Division of Medical Genetics, Western University, London, ON, Canada.,Medical Genetics Program of Southwestern Ontario, London Health Sciences Centre, London, ON, Canada
| | - Victoria Mok Siu
- Department of Pediatrics, Division of Medical Genetics, Western University, London, ON, Canada.,Medical Genetics Program of Southwestern Ontario, London Health Sciences Centre, London, ON, Canada
| | - Jorge L Granadillo
- Division of Genetics and Genomic Medicine, Department of Pediatrics, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Jennefer Masters
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON, Canada.,Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Mike Kadour
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON, Canada.,Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | | | - Mieke M van Haelst
- Amsterdam University Medical Center, University of Amsterdam, Department of Clinical Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
| | - Marcel M A M Mannens
- Amsterdam University Medical Center, University of Amsterdam, Department of Clinical Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
| | | | | | | | - Marielle Alders
- Amsterdam University Medical Center, University of Amsterdam, Department of Clinical Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands.
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9
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Detection of a DNA Methylation Signature for the Intellectual Developmental Disorder, X-Linked, Syndromic, Armfield Type. Int J Mol Sci 2021; 22:ijms22031111. [PMID: 33498634 PMCID: PMC7865843 DOI: 10.3390/ijms22031111] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 01/18/2021] [Accepted: 01/20/2021] [Indexed: 12/19/2022] Open
Abstract
A growing number of genetic neurodevelopmental disorders are known to be associated with unique genomic DNA methylation patterns, called episignatures, which are detectable in peripheral blood. The intellectual developmental disorder, X-linked, syndromic, Armfield type (MRXSA) is caused by missense variants in FAM50A. Functional studies revealed the pathogenesis to be a spliceosomopathy that is characterized by atypical mRNA processing during development. In this study, we assessed the peripheral blood specimens in a cohort of individuals with MRXSA and detected a unique and highly specific DNA methylation episignature associated with this disorder. We used this episignature to construct a support vector machine model capable of sensitive and specific identification of individuals with pathogenic variants in FAM50A. This study contributes to the expanding number of genetic neurodevelopmental disorders with defined DNA methylation episignatures, provides an additional understanding of the associated molecular mechanisms, and further enhances our ability to diagnose patients with rare disorders.
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Lapato DM, Roberson-Nay R, Kirkpatrick RM, Webb BT, York TP, Kinser PA. DNA methylation associated with postpartum depressive symptoms overlaps findings from a genome-wide association meta-analysis of depression. Clin Epigenetics 2019; 11:169. [PMID: 31779682 PMCID: PMC6883636 DOI: 10.1186/s13148-019-0769-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Accepted: 10/22/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Perinatal depressive symptoms have been linked to adverse maternal and infant health outcomes. The etiology associated with perinatal depressive psychopathology is poorly understood, but accumulating evidence suggests that understanding inter-individual differences in DNA methylation (DNAm) patterning may provide insight regarding the genomic regions salient to the risk liability of perinatal depressive psychopathology. RESULTS Genome-wide DNAm was measured in maternal peripheral blood using the Infinium MethylationEPIC microarray. Ninety-two participants (46% African-American) had DNAm samples that passed all quality control metrics, and all participants were within 7 months of delivery. Linear models were constructed to identify differentially methylated sites and regions, and permutation testing was utilized to assess significance. Differentially methylated regions (DMRs) were defined as genomic regions of consistent DNAm change with at least two probes within 1 kb of each other. Maternal age, current smoking status, estimated cell-type proportions, ancestry-relevant principal components, days since delivery, and chip position served as covariates to adjust for technical and biological factors. Current postpartum depressive symptoms were measured using the Edinburgh Postnatal Depression Scale. Ninety-eight DMRs were significant (false discovery rate < 5%) and overlapped 92 genes. Three of the regions overlap loci from the latest Psychiatric Genomics Consortium meta-analysis of depression. CONCLUSIONS Many of the genes identified in this analysis corroborate previous allelic, transcriptomic, and DNAm association results related to depressive phenotypes. Future work should integrate data from multi-omic platforms to understand the functional relevance of these DMRs and refine DNAm association results by limiting phenotypic heterogeneity and clarifying if DNAm differences relate to the timing of onset, severity, duration of perinatal mental health outcomes of the current pregnancy or to previous history of depressive psychopathology.
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Affiliation(s)
- Dana M Lapato
- Department of Human and Molecular Genetics, Virginia Commonwealth University, Richmond, VA, USA. .,Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA.
| | - Roxann Roberson-Nay
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA.,Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - Robert M Kirkpatrick
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA.,Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - Bradley T Webb
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA.,Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - Timothy P York
- Department of Human and Molecular Genetics, Virginia Commonwealth University, Richmond, VA, USA.,Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA.,Department of Obstetrics and Gynecology, Virginia Commonwealth University, Richmond, VA, USA
| | - Patricia A Kinser
- School of Nursing, Virginia Commonwealth University, Richmond, VA, USA
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Aref-Eshghi E, Bend EG, Hood RL, Schenkel LC, Carere DA, Chakrabarti R, Nagamani SCS, Cheung SW, Campeau PM, Prasad C, Siu VM, Brady L, Tarnopolsky MA, Callen DJ, Innes AM, White SM, Meschino WS, Shuen AY, Paré G, Bulman DE, Ainsworth PJ, Lin H, Rodenhiser DI, Hennekam RC, Boycott KM, Schwartz CE, Sadikovic B. BAFopathies' DNA methylation epi-signatures demonstrate diagnostic utility and functional continuum of Coffin-Siris and Nicolaides-Baraitser syndromes. Nat Commun 2018; 9:4885. [PMID: 30459321 PMCID: PMC6244416 DOI: 10.1038/s41467-018-07193-y] [Citation(s) in RCA: 80] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Accepted: 10/18/2018] [Indexed: 01/16/2023] Open
Abstract
Coffin–Siris and Nicolaides–Baraitser syndromes (CSS and NCBRS) are Mendelian disorders caused by mutations in subunits of the BAF chromatin remodeling complex. We report overlapping peripheral blood DNA methylation epi-signatures in individuals with various subtypes of CSS (ARID1B, SMARCB1, and SMARCA4) and NCBRS (SMARCA2). We demonstrate that the degree of similarity in the epi-signatures of some CSS subtypes and NCBRS can be greater than that within CSS, indicating a link in the functional basis of the two syndromes. We show that chromosome 6q25 microdeletion syndrome, harboring ARID1B deletions, exhibits a similar CSS/NCBRS methylation profile. Specificity of this epi-signature was confirmed across a wide range of neurodevelopmental conditions including other chromatin remodeling and epigenetic machinery disorders. We demonstrate that a machine-learning model trained on this DNA methylation profile can resolve ambiguous clinical cases, reclassify those with variants of unknown significance, and identify previously undiagnosed subjects through targeted population screening. Mutations in genes encoding subunits of the BAF complex can cause Coffin–Siris and Nicolaides–Baraitser syndromes. Here the authors identify overlapping DNA methylation signatures in individuals with subtypes of these two syndromes that suggest a functional link and can be used to diagnose subjects with unclear clinical presentations.
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Affiliation(s)
- Erfan Aref-Eshghi
- Department of Pathology and Laboratory Medicine, Western University, London, N6A 5W9, ON, Canada.,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, N6A 5W9, ON, Canada
| | - Eric G Bend
- Prevention Genetics, Marshfield, 54449, WI, USA
| | - Rebecca L Hood
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, K1H 8L1, ON, Canada
| | - Laila C Schenkel
- Department of Pathology and Laboratory Medicine, Western University, London, N6A 5W9, ON, Canada.,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, N6A 5W9, ON, Canada
| | - Deanna Alexis Carere
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, N6A 5W9, ON, Canada
| | - Rana Chakrabarti
- Children's Health Research Institute, London, N6A 5W9, ON, Canada
| | - Sandesh C S Nagamani
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, 77030, TX, USA
| | - Sau Wai Cheung
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, 77030, TX, USA
| | - Philippe M Campeau
- Department of Pediatrics, University of Montreal, Montreal, H3C 3J7, QC, Canada
| | - Chitra Prasad
- Children's Health Research Institute, London, N6A 5W9, ON, Canada
| | - Victoria Mok Siu
- Children's Health Research Institute, London, N6A 5W9, ON, Canada
| | - Lauren Brady
- Department of Pediatrics, McMaster University, Hamilton, L8P 1A2, ON, Canada
| | - Mark A Tarnopolsky
- Department of Pediatrics, McMaster University, Hamilton, L8P 1A2, ON, Canada
| | - David J Callen
- Department of Pediatrics, McMaster University, Hamilton, L8P 1A2, ON, Canada
| | - A Micheil Innes
- Department of Medical Genetics, Alberta Children's Hospital Research Institute for Child and Maternal Health, University of Calgary, Calgary, T3B 6A8, AB, Canada
| | - Susan M White
- Department of Paediatrics, University of Melbourne, Melbourne, 3052, VIC, Australia
| | - Wendy S Meschino
- Genetics Program, North York General Hospital, Toronto, M2K 1E1, ON, Canada
| | - Andrew Y Shuen
- Children's Health Research Institute, London, N6A 5W9, ON, Canada
| | - Guillaume Paré
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, L8P 1A2, ON, Canada
| | - Dennis E Bulman
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, K1H 8L1, ON, Canada
| | - Peter J Ainsworth
- Department of Pathology and Laboratory Medicine, Western University, London, N6A 5W9, ON, Canada.,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, N6A 5W9, ON, Canada
| | - Hanxin Lin
- Department of Pathology and Laboratory Medicine, Western University, London, N6A 5W9, ON, Canada.,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, N6A 5W9, ON, Canada
| | - David I Rodenhiser
- Children's Health Research Institute, London, N6A 5W9, ON, Canada.,Department of Pediatrics, Biochemistry and Oncology, Western University, London, N6A 5W9, ON, Canada
| | - Raoul C Hennekam
- Department of Pediatrics, Academic Medical Center, University of Amsterdam, Amsterdam, 1012 WX, The Netherlands
| | - Kym M Boycott
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, K1H 8L1, ON, Canada
| | | | - Bekim Sadikovic
- Department of Pathology and Laboratory Medicine, Western University, London, N6A 5W9, ON, Canada. .,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, N6A 5W9, ON, Canada.
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Aref-Eshghi E, Schenkel LC, Ainsworth P, Lin H, Rodenhiser DI, Cutz JC, Sadikovic B. Genomic DNA Methylation-Derived Algorithm Enables Accurate Detection of Malignant Prostate Tissues. Front Oncol 2018; 8:100. [PMID: 29740534 PMCID: PMC5925605 DOI: 10.3389/fonc.2018.00100] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Accepted: 03/21/2018] [Indexed: 01/27/2023] Open
Abstract
Introduction The current methodology involving diagnosis of prostate cancer (PCa) relies on the pathology examination of prostate needle biopsies, a method with high false negative rates partly due to temporospatial, molecular, and morphological heterogeneity of prostate adenocarcinoma. It is postulated that molecular markers have a potential to assign diagnosis to a considerable portion of undetected prostate tumors. This study examines the genome-wide DNA methylation changes in PCa in search of genomic markers for the development of a diagnostic algorithm for PCa screening. Methods Archival PCa and normal tissues were assessed using genomic DNA methylation arrays. Differentially methylated sites and regions (DMRs) were used for functional assessment, gene-set enrichment and protein interaction analyses, and examination of transcription factor-binding patterns. Raw signal intensity data were used for identification of recurrent copy number variations (CNVs). Non-redundant fully differentiating cytosine-phosphate-guanine sites (CpGs), which did not overlap CNV segments, were used in an L1 regularized logistic regression model (LASSO) to train a classification algorithm. Validation of this algorithm was performed using a large external cohort of benign and tumor prostate arrays. Results Approximately 6,000 probes and 600 genomic regions showed significant DNA methylation changes, primarily involving hypermethylation. Gene-set enrichment and protein interaction analyses found an overrepresentation of genes related to cell communications, neurogenesis, and proliferation. Motif enrichment analysis demonstrated enrichment of tumor suppressor-binding sites nearby DMRs. Several of these regions were also found to contain copy number amplifications. Using four non-redundant fully differentiating CpGs, we trained a classification model with 100% accuracy in discriminating tumors from benign samples. Validation of this algorithm using an external cohort of 234 tumors and 92 benign samples yielded 96% sensitivity and 98% specificity. The model was found to be highly sensitive to detect metastatic lesions in bone, lymph node, and soft tissue, while being specific enough to differentiate the benign hyperplasia of prostate from tumor. Conclusion A considerable component of PCa DNA methylation profile represent driver events potentially established/maintained by disruption of tumor suppressor activity. As few as four CpGs from this profile can be used for screening of PCa.
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Affiliation(s)
- Erfan Aref-Eshghi
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada.,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences, London, ON, Canada
| | - Laila C Schenkel
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada.,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences, London, ON, Canada
| | - Peter Ainsworth
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada.,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences, London, ON, Canada
| | - Hanxin Lin
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada.,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences, London, ON, Canada
| | - David I Rodenhiser
- Department of Pediatrics, Western University and Children's Health Research Institute, London, ON, Canada.,Department of Biochemistry, Western University and Children's Health Research Institute, London, ON, Canada.,Department of Oncology, Western University and Children's Health Research Institute, London, ON, Canada
| | - Jean-Claude Cutz
- Department of Pathology and Laboratory Medicine, McMaster University, Hamilton, ON, Canada
| | - Bekim Sadikovic
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada.,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences, London, ON, Canada
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Schenkel LC, Aref-Eshghi E, Skinner C, Ainsworth P, Lin H, Paré G, Rodenhiser DI, Schwartz C, Sadikovic B. Peripheral blood epi-signature of Claes-Jensen syndrome enables sensitive and specific identification of patients and healthy carriers with pathogenic mutations in KDM5C. Clin Epigenetics 2018; 10:21. [PMID: 29456765 PMCID: PMC5813334 DOI: 10.1186/s13148-018-0453-8] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Accepted: 02/02/2018] [Indexed: 12/02/2022] Open
Abstract
Background Claes-Jensen syndrome is an X-linked inherited intellectual disability caused by mutations in the KDM5C gene. Kdm5c is a histone lysine demethylase involved in histone modifications and chromatin remodeling. Males with hemizygous mutations in KDM5C present with intellectual disability and facial dysmorphism, while most heterozygous female carriers are asymptomatic. We hypothesized that loss of Kdm5c function may influence other components of the epigenomic machinery including DNA methylation in affected patients. Results Genome-wide DNA methylation analysis of 7 male patients affected with Claes-Jensen syndrome and 56 age- and sex-matched controls identified a specific DNA methylation defect (epi-signature) in the peripheral blood of these patients, including 1769 individual CpGs and 9 genomic regions. Six healthy female carriers showed less pronounced but distinctive changes in the same regions enabling their differentiation from both patients and controls. Highly specific computational model using the most significant methylation changes demonstrated 100% accuracy in differentiating patients, carriers, and controls in the training cohort, which was confirmed on a separate cohort of patients and carriers. The 100% specificity of this unique epi-signature was further confirmed on additional 500 unaffected controls and 600 patients with intellectual disability and developmental delay, including other patient cohorts with previously described epi-signatures. Conclusion Peripheral blood epi-signature in Claes-Jensen syndrome can be used for molecular diagnosis and carrier identification and assist with interpretation of genetic variants of unknown clinical significance in the KDM5C gene. Electronic supplementary material The online version of this article (10.1186/s13148-018-0453-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Laila C Schenkel
- 1Department of Pathology and Laboratory Medicine, Western University, London, Ontario Canada.,2Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, Ontario Canada
| | - Erfan Aref-Eshghi
- 1Department of Pathology and Laboratory Medicine, Western University, London, Ontario Canada.,2Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, Ontario Canada
| | | | - Peter Ainsworth
- 1Department of Pathology and Laboratory Medicine, Western University, London, Ontario Canada.,2Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, Ontario Canada
| | - Hanxin Lin
- 1Department of Pathology and Laboratory Medicine, Western University, London, Ontario Canada.,2Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, Ontario Canada
| | - Guillaume Paré
- 4Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario Canada
| | - David I Rodenhiser
- 5Departments of Pediatrics, Biochemistry and Oncology, Western University, London, Ontario Canada
| | | | - Bekim Sadikovic
- 1Department of Pathology and Laboratory Medicine, Western University, London, Ontario Canada.,2Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, Ontario Canada.,6Department of Pathology and Laboratory Medicine, Victoria Hospital, London Health Sciences Centre, 800 Commissioner's Road E, B10-104, London, Ontario N6A 5W9 Canada
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Aref-Eshghi E, Schenkel LC, Lin H, Skinner C, Ainsworth P, Paré G, Rodenhiser D, Schwartz C, Sadikovic B. The defining DNA methylation signature of Kabuki syndrome enables functional assessment of genetic variants of unknown clinical significance. Epigenetics 2017; 12:923-933. [PMID: 28933623 DOI: 10.1080/15592294.2017.1381807] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Kabuki syndrome (KS) is caused by mutations in KMT2D, which is a histone methyltransferase involved in methylation of H3K4, a histone marker associated with DNA methylation. Analysis of >450,000 CpGs in 24 KS patients with pathogenic mutations in KMT2D and 216 controls, identified 24 genomic regions, along with 1,504 CpG sites with significant DNA methylation changes including a number of Hox genes and the MYO1F gene. Using the most differentiating and significant probes and regions we developed a "methylation variant pathogenicity (MVP) score," which enables 100% sensitive and specific identification of individuals with KS, which was confirmed using multiple public and internal patient DNA methylation databases. We also demonstrated the ability of the MVP score to accurately reclassify variants of unknown significance in subjects with apparent clinical features of KS, enabling its potential use in molecular diagnostics. These findings provide novel insights into the molecular etiology of KS and illustrate that DNA methylation patterns can be interpreted as 'epigenetic echoes' in certain clinical disorders.
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Affiliation(s)
- Erfan Aref-Eshghi
- a Department of Pathology and Laboratory Medicine , Western University , London , ON , Canada
| | - Laila C Schenkel
- a Department of Pathology and Laboratory Medicine , Western University , London , ON , Canada
| | - Hanxin Lin
- b Molecular Genetics Laboratory, Molecular Diagnostics Division , London Health Sciences Centre , London , ON , Canada . Children's Health Research Institute , London , ON , Canada
| | | | - Peter Ainsworth
- b Molecular Genetics Laboratory, Molecular Diagnostics Division , London Health Sciences Centre , London , ON , Canada . Children's Health Research Institute , London , ON , Canada
| | - Guillaume Paré
- d Department of Pathology and Molecular Medicine , McMaster University , Hamilton , ON , Canada
| | - David Rodenhiser
- e Departments of Paediatrics, Biochemistry and Oncology , Western University , London , ON , Canada
| | | | - Bekim Sadikovic
- a Department of Pathology and Laboratory Medicine , Western University , London , ON , Canada.,b Molecular Genetics Laboratory, Molecular Diagnostics Division , London Health Sciences Centre , London , ON , Canada . Children's Health Research Institute , London , ON , Canada
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Aref-Eshghi E, Schenkel LC, Lin H, Skinner C, Ainsworth P, Paré G, Siu V, Rodenhiser D, Schwartz C, Sadikovic B. Clinical Validation of a Genome-Wide DNA Methylation Assay for Molecular Diagnosis of Imprinting Disorders. J Mol Diagn 2017; 19:848-856. [PMID: 28807811 DOI: 10.1016/j.jmoldx.2017.07.002] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Revised: 06/12/2017] [Accepted: 07/12/2017] [Indexed: 01/24/2023] Open
Abstract
Genomic imprinting involves a DNA methylation-dependent and parent-of-origin-specific regulation of gene expression. Clinical assays for imprinting disorders are genomic locus, disorder, and molecular defect specific. We aimed to clinically validate a genome-wide approach for simultaneous testing of common imprinting disorders in a single assay. Using genome-wide DNA methylation arrays, epigenetic profiles from peripheral blood of patients with Angelman, Prader-Willi, Beckwith-Wiedemann, or Silver-Russell syndromes were compared to a reference cohort of 361 unaffected individuals. The analysis was of developmental delay and intellectual disabilities. This approach has allowed 100% sensitivity and specificity in detecting imprinting defects in all 28 patients and enabled identification of defects beyond the classically tested imprinted loci. Analysis of the cohort of patients with developmental delay and intellectual disabilities identified two patients with Prader-Willi syndrome, one with Beckwith-Wiedemann syndrome, and several other patients with DNA methylation defects in novel putative imprinting loci. These findings demonstrate clinical validation of a sensitive and specific genome-wide DNA methylation array-based approach for molecular testing of imprinting disorders to allow simultaneous assessment of genome-wide epigenetic defects in a single analytical procedure, enabling replacement of multiple locus-specific molecular tests while allowing discovery of novel clinical epigenomic associations and differential diagnosis of other epigenomic disorders.
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Affiliation(s)
- Erfan Aref-Eshghi
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada
| | - Laila C Schenkel
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada
| | - Hanxin Lin
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada; Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, Ontario, Canada
| | - Cindy Skinner
- Greenwood Genetics Center, Greenwood, South Carolina
| | - Peter Ainsworth
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, Ontario, Canada
| | - Guillaume Paré
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Victoria Siu
- Department of Pediatrics and Biochemistry, Western University, London, Ontario, Canada
| | - David Rodenhiser
- Department of Pediatrics and Biochemistry, Western University, London, Ontario, Canada; Department of Oncology, Western University, London, Ontario, Canada
| | | | - Bekim Sadikovic
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada; Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, Ontario, Canada.
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Schenkel LC, Kernohan KD, McBride A, Reina D, Hodge A, Ainsworth PJ, Rodenhiser DI, Pare G, Bérubé NG, Skinner C, Boycott KM, Schwartz C, Sadikovic B. Identification of epigenetic signature associated with alpha thalassemia/mental retardation X-linked syndrome. Epigenetics Chromatin 2017; 10:10. [PMID: 28293299 PMCID: PMC5345252 DOI: 10.1186/s13072-017-0118-4] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Accepted: 03/01/2017] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Alpha thalassemia/mental retardation X-linked syndrome (ATR-X) is caused by a mutation at the chromatin regulator gene ATRX. The mechanisms involved in the ATR-X pathology are not completely understood, but may involve epigenetic modifications. ATRX has been linked to the regulation of histone H3 and DNA methylation, while mutations in the ATRX gene may lead to the downstream epigenetic and transcriptional effects. Elucidating the underlying epigenetic mechanisms altered in ATR-X will provide a better understanding about the pathobiology of this disease, as well as provide novel diagnostic biomarkers. RESULTS We performed genome-wide DNA methylation assessment of the peripheral blood samples from 18 patients with ATR-X and compared it to 210 controls. We demonstrated the evidence of a unique and highly specific DNA methylation "epi-signature" in the peripheral blood of ATRX patients, which was corroborated by targeted bisulfite sequencing experiments. Although genomically represented, differentially methylated regions showed evidence of preferential clustering in pericentromeric and telometric chromosomal regions, areas where ATRX has multiple functions related to maintenance of heterochromatin and genomic integrity. CONCLUSION Most significant methylation changes in the 14 genomic loci provide a unique epigenetic signature for this syndrome that may be used as a highly sensitive and specific diagnostic biomarker to support the diagnosis of ATR-X, particularly in patients with phenotypic complexity and in patients with ATRX gene sequence variants of unknown significance.
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Affiliation(s)
- Laila C Schenkel
- Department of Pathology and Lab Medicine, Western University, London, ON Canada
| | - Kristin D Kernohan
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, ON Canada
| | - Arran McBride
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, ON Canada
| | - Ditta Reina
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON Canada.,Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, ON Canada
| | - Amanda Hodge
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON Canada.,Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, ON Canada
| | - Peter J Ainsworth
- Department of Pathology and Lab Medicine, Western University, London, ON Canada.,Molecular Genetics Laboratory, Victoria Hospital, London Health Sciences Center, 800 Commissioner's Road E, B10-104, London, ON N6A 5W9 Canada.,Department of Paediatrics, Western University, London, ON Canada.,Department of Biochemistry, Western University, London, ON Canada.,Department of Oncology, Western University, London, ON Canada.,Children's Health Research Institute, London, ON Canada
| | - David I Rodenhiser
- Department of Paediatrics, Western University, London, ON Canada.,Department of Biochemistry, Western University, London, ON Canada.,Department of Oncology, Western University, London, ON Canada.,Children's Health Research Institute, London, ON Canada
| | - Guillaume Pare
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON Canada.,Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, ON Canada
| | - Nathalie G Bérubé
- Department of Paediatrics, Western University, London, ON Canada.,Department of Biochemistry, Western University, London, ON Canada.,Department of Oncology, Western University, London, ON Canada.,Children's Health Research Institute, London, ON Canada
| | - Cindy Skinner
- Center for Molecular Studies, J.C. Self Research Institute of Human Genetics, Greenwood Genetic Center, Greenwood, SC USA
| | - Kym M Boycott
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, ON Canada
| | - Charles Schwartz
- Center for Molecular Studies, J.C. Self Research Institute of Human Genetics, Greenwood Genetic Center, Greenwood, SC USA
| | - Bekim Sadikovic
- Department of Pathology and Lab Medicine, Western University, London, ON Canada.,Molecular Genetics Laboratory, Victoria Hospital, London Health Sciences Center, 800 Commissioner's Road E, B10-104, London, ON N6A 5W9 Canada.,Children's Health Research Institute, London, ON Canada
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Reinhold WC, Varma S, Sunshine M, Rajapakse V, Luna A, Kohn KW, Stevenson H, Wang Y, Heyn H, Nogales V, Moran S, Goldstein DJ, Doroshow JH, Meltzer PS, Esteller M, Pommier Y. The NCI-60 Methylome and Its Integration into CellMiner. Cancer Res 2017; 77:601-612. [PMID: 27923837 PMCID: PMC5290136 DOI: 10.1158/0008-5472.can-16-0655] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2016] [Revised: 11/14/2016] [Accepted: 11/23/2016] [Indexed: 11/16/2022]
Abstract
A unique resource for systems pharmacology and genomic studies is the NCI-60 cancer cell line panel, which provides data for the largest publicly available library of compounds with cytotoxic activity (∼21,000 compounds), including 108 FDA-approved and 70 clinical trial drugs as well as genomic data, including whole-exome sequencing, gene and miRNA transcripts, DNA copy number, and protein levels. Here, we provide the first readily usable genome-wide DNA methylation database for the NCI-60, including 485,577 probes from the Infinium HumanMethylation450k BeadChip array, which yielded DNA methylation signatures for 17,559 genes integrated into our open access CellMiner version 2.0 (https://discover.nci.nih.gov/cellminer). Among new insights, transcript versus DNA methylation correlations revealed the epithelial/mesenchymal gene functional category as being influenced most heavily by methylation. DNA methylation and copy number integration with transcript levels yielded an assessment of their relative influence for 15,798 genes, including tumor suppressor, mitochondrial, and mismatch repair genes. Four forms of molecular data were combined, providing rationale for microsatellite instability for 8 of the 9 cell lines in which it occurred. Individual cell line analyses showed global methylome patterns with overall methylation levels ranging from 17% to 84%. A six-gene model, including PARP1, EP300, KDM5C, SMARCB1, and UHRF1 matched this pattern. In addition, promoter methylation of two translationally relevant genes, Schlafen 11 (SLFN11) and methylguanine methyltransferase (MGMT), served as indicators of therapeutic resistance or susceptibility, respectively. Overall, our database provides a resource of pharmacologic data that can reinforce known therapeutic strategies and identify novel drugs and drug targets across multiple cancer types. Cancer Res; 77(3); 601-12. ©2016 AACR.
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Affiliation(s)
- William C Reinhold
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland.
| | - Sudhir Varma
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
- Systems Research and Applications Corp., Fairfax, Virginia
- HiThru Analytics LLC, Laurel, Maryland
| | - Margot Sunshine
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
- Systems Research and Applications Corp., Fairfax, Virginia
| | - Vinodh Rajapakse
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Augustin Luna
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts
| | - Kurt W Kohn
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Holly Stevenson
- Genetics Branch, Developmental Therapeutic Program, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Yonghong Wang
- Genetics Branch, Developmental Therapeutic Program, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Holger Heyn
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Catalonia, Spain
| | - Vanesa Nogales
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Catalonia, Spain
| | - Sebastian Moran
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Catalonia, Spain
| | - David J Goldstein
- Office of the Director, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - James H Doroshow
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
- Divison of Cancer Treatment and Diagnosis, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Paul S Meltzer
- Genetics Branch, Developmental Therapeutic Program, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Manel Esteller
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Catalonia, Spain
- Department of Physiological Sciences II, School of Medicine, University of Barcelona, Barcelona, Catalonia, Spain
- Institucio Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain
| | - Yves Pommier
- Developmental Therapeutics Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland.
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The defining DNA methylation signature of Floating-Harbor Syndrome. Sci Rep 2016; 6:38803. [PMID: 27934915 PMCID: PMC5146968 DOI: 10.1038/srep38803] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2016] [Accepted: 11/15/2016] [Indexed: 11/08/2022] Open
Abstract
Floating-Harbor syndrome (FHS) is an autosomal dominant genetic condition characterized by short stature, delayed osseous maturation, expressive language impairment, and unique facial dysmorphology. We previously identified mutations in the chromatin remodeling protein SRCAP (SNF2-related CBP Activator Protein) as the cause of FHS. SRCAP has multiple roles in chromatin and transcriptional regulation; however, specific epigenetic consequences of SRCAP mutations remain to be described. Using high resolution genome-wide DNA methylation analysis, we identified a unique and highly specific DNA methylation "epi-signature" in the peripheral blood of individuals with FHS. Both hyper and hypomethylated loci are distributed across the genome, preferentially occurring in CpG islands. Clonal bisulfite sequencing of two hypermethylated (FIGN and STPG2) and two hypomethylated (MYO1F and RASIP1) genes confirmed these findings. The identification of a unique methylation signature in FHS provides further insight into the biological function of SRCAP and provides a unique biomarker for this disorder.
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Kernohan KD, Cigana Schenkel L, Huang L, Smith A, Pare G, Ainsworth P, Boycott KM, Warman-Chardon J, Sadikovic B. Identification of a methylation profile for DNMT1-associated autosomal dominant cerebellar ataxia, deafness, and narcolepsy. Clin Epigenetics 2016; 8:91. [PMID: 27602171 PMCID: PMC5011850 DOI: 10.1186/s13148-016-0254-x] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Accepted: 08/14/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND DNA methylation is an essential epigenetic mark, controlled by DNA methyltransferase (DNMT) proteins, which regulates chromatin structure and gene expression throughout the genome. In this study, we describe a family with adult-onset autosomal dominant cerebellar ataxia with deafness and narcolepsy (ADCA-DN) caused by mutations in the maintenance methyltransferase DNMT1 and assess the DNA methylation profile of these individuals. RESULTS We report a family with six individuals affected with ADCA-DN; specifically, patients first developed hearing loss and ataxia, followed by narcolepsy, and cognitive decline. We identified a heterozygous DNMT1 variant, c.1709C>T [p.Ala570Val] by Sanger sequencing, which had been previously reported as pathogenic for ADCA-DN and segregated with disease in the family. DNA methylation analysis by high-resolution genome-wide DNA methylation array identified a decrease in CpGs with 0-10 % methylation and 80-95 % methylation and a concomitant increase in sites with 10-30 % methylation and >95 % methylation. This pattern suggests an increase in methylation of normally unmethylated regions, such as promoters and CpG islands, as well as further methylation of highly methylated gene bodies and intergenic regions. Furthermore, a regional analysis identified 82 hypermethylated loci with consistent robust differences across ≥5 consecutive probes compared to our large reference cohort. CONCLUSIONS This report identifies robust changes in the DNA methylation patterns in ADCA-DN patients, which is an important step towards elucidating disease pathogenesis.
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Affiliation(s)
- Kristin D Kernohan
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, 401 Smyth Road, Ottawa, Ontario K1H 8L1 Canada
| | - Laila Cigana Schenkel
- Department of Pathology and Lab Medicine, Western University, London, Ontario Canada
| | - Lijia Huang
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, 401 Smyth Road, Ottawa, Ontario K1H 8L1 Canada
| | - Amanda Smith
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, 401 Smyth Road, Ottawa, Ontario K1H 8L1 Canada
| | - Guillaume Pare
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON Canada.,Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, ON Canada
| | - Peter Ainsworth
- Department of Pathology and Lab Medicine, Western University, London, Ontario Canada.,Department of Biochemistry, Western University, London, ON Canada.,Children's Health Research Institute, London, ON Canada
| | | | - Kym M Boycott
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, 401 Smyth Road, Ottawa, Ontario K1H 8L1 Canada
| | - Jodi Warman-Chardon
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, 401 Smyth Road, Ottawa, Ontario K1H 8L1 Canada.,Division of Neurology, The Ottawa Hospital, Ottawa, Ontario Canada.,Ottawa Hospital Research Institute, Ottawa, Ontario Canada
| | - Bekim Sadikovic
- Department of Pathology and Lab Medicine, Western University, London, Ontario Canada.,Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON Canada.,Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, ON Canada.,Molecular Genetics Laboratory, Victoria Hospital, London Health Sciences Centre, 800 Commissioner's Road E, London, ON N6A 5W9 Canada
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Schenkel LC, Schwartz C, Skinner C, Rodenhiser DI, Ainsworth PJ, Pare G, Sadikovic B. Clinical Validation of Fragile X Syndrome Screening by DNA Methylation Array. J Mol Diagn 2016; 18:834-841. [PMID: 27585064 DOI: 10.1016/j.jmoldx.2016.06.005] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Revised: 06/14/2016] [Accepted: 06/21/2016] [Indexed: 01/11/2023] Open
Abstract
Fragile X syndrome (FXS) is the most common inherited cause of intellectual disability. It is most frequently caused by an abnormal expansion of the CGG trinucleotide repeat (>200 repeats) located in the promoter of the fragile X mental retardation gene (FMR1), resulting in promoter DNA hypermethylation and gene silencing. Current clinical tests for FXS are technically challenging and labor intensive, and may involve use of hazardous chemicals or radioisotopes. We clinically validated the Illumina Infinium HumanMethylation450 DNA methylation array for FXS screening. We assessed genome-wide and FMR1-specific DNA methylation in 32 males previously diagnosed with FXS, including nine with mosaicism, as well as five females with full mutation, and premutation carrier males (n = 11) and females (n = 11), who were compared to 300 normal control DNA samples. Our findings demonstrate 100% sensitivity and specificity for detection of FXS in male patients, as well as the ability to differentiate patients with mosaic methylation defects. Full mutation and premutation carrier females did not show FMR1 methylation changes. We have clinically validated this genome-wide DNA methylation assay as a cost- and labor-effective alternative for sensitive and specific screening for FXS, while ruling out the most common differential diagnoses of FXS, Prader-Willi syndrome, and Sotos syndrome in the same assay.
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Affiliation(s)
- Laila C Schenkel
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada
| | - Charles Schwartz
- Center for Molecular Studies, J.C. Self Research Institute of Human Genetics, Greenwood Genetic Center, Greenwood, South Carolina
| | - Cindy Skinner
- Center for Molecular Studies, J.C. Self Research Institute of Human Genetics, Greenwood Genetic Center, Greenwood, South Carolina
| | - David I Rodenhiser
- Department of Biochemistry, Oncology and Paediatrics, Western University, London, Ontario, Canada; London Regional Cancer Program, London Health Sciences Center, London, Ontario, Canada; Children's Health Research Institute, London Health Sciences Center, London, Ontario, Canada
| | - Peter J Ainsworth
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada; Department of Biochemistry, Oncology and Paediatrics, Western University, London, Ontario, Canada; London Regional Cancer Program, London Health Sciences Center, London, Ontario, Canada; Children's Health Research Institute, London Health Sciences Center, London, Ontario, Canada; Molecular Genetics Laboratory, London Health Sciences Center, London, Ontario, Canada
| | - Guillaume Pare
- Departments of Pathology and Molecular Medicine and Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, Ontario, Canada
| | - Bekim Sadikovic
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada; London Regional Cancer Program, London Health Sciences Center, London, Ontario, Canada; Children's Health Research Institute, London Health Sciences Center, London, Ontario, Canada; Molecular Genetics Laboratory, London Health Sciences Center, London, Ontario, Canada.
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