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Ma W, Tang W, Kwok JS, Tong AH, Lo CW, Chu AT, Chung BH. A review on trends in development and translation of omics signatures in cancer. Comput Struct Biotechnol J 2024; 23:954-971. [PMID: 38385061 PMCID: PMC10879706 DOI: 10.1016/j.csbj.2024.01.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 01/31/2024] [Accepted: 01/31/2024] [Indexed: 02/23/2024] Open
Abstract
The field of cancer genomics and transcriptomics has evolved from targeted profiling to swift sequencing of individual tumor genome and transcriptome. The steady growth in genome, epigenome, and transcriptome datasets on a genome-wide scale has significantly increased our capability in capturing signatures that represent both the intrinsic and extrinsic biological features of tumors. These biological differences can help in precise molecular subtyping of cancer, predicting tumor progression, metastatic potential, and resistance to therapeutic agents. In this review, we summarized the current development of genomic, methylomic, transcriptomic, proteomic and metabolic signatures in the field of cancer research and highlighted their potentials in clinical applications to improve diagnosis, prognosis, and treatment decision in cancer patients.
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Affiliation(s)
- Wei Ma
- Hong Kong Genome Institute, Hong Kong, China
| | - Wenshu Tang
- Hong Kong Genome Institute, Hong Kong, China
| | | | | | | | | | - Brian H.Y. Chung
- Hong Kong Genome Institute, Hong Kong, China
- Department of Pediatrics and Adolescent Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Hong Kong Genome Project
- Hong Kong Genome Institute, Hong Kong, China
- Department of Pediatrics and Adolescent Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
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2
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Haghshenas S, Karimi K, Stevenson RE, Levy MA, Relator R, Kerkhof J, Rzasa J, McConkey H, Lauzon-Young C, Balci TB, White-Brown AM, Carter MT, Richer J, Armour CM, Sawyer SL, Bhola PT, Tedder ML, Skinner CD, van Rooij IALM, van de Putte R, de Blaauw I, Koeck RM, Hoischen A, Brunner H, Esteki MZ, Pelet A, Lyonnet S, Amiel J, Boycott KM, Sadikovic B. Identification of a DNA methylation episignature for recurrent constellations of embryonic malformations. Am J Hum Genet 2024; 111:1643-1655. [PMID: 39089258 DOI: 10.1016/j.ajhg.2024.07.005] [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: 02/27/2024] [Revised: 06/27/2024] [Accepted: 07/03/2024] [Indexed: 08/03/2024] Open
Abstract
The term "recurrent constellations of embryonic malformations" (RCEM) is used to describe a number of multiple malformation associations that affect three or more body structures. The causes of these disorders are currently unknown, and no diagnostic marker has been identified. Consequently, providing a definitive diagnosis in suspected individuals is challenging. In this study, genome-wide DNA methylation analysis was conducted on DNA samples obtained from the peripheral blood of 53 individuals with RCEM characterized by clinical features recognized as VACTERL and/or oculoauriculovertebral spectrum association. We identified a common DNA methylation episignature in 40 out of the 53 individuals. Subsequently, a sensitive and specific binary classifier was developed based on the DNA methylation episignature. This classifier can facilitate the use of RCEM episignature as a diagnostic biomarker in a clinical setting. The study also investigated the functional correlation of RCEM DNA methylation relative to other genetic disorders with known episignatures, highlighting the common genomic regulatory pathways involved in the pathophysiology of RCEM.
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Affiliation(s)
- Sadegheh Haghshenas
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Karim Karimi
- 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
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Jessica Rzasa
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Carolyn Lauzon-Young
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - 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 and Children's Health Research Institute, London, ON, Canada
| | - Alexandre M White-Brown
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Melissa T Carter
- Department of Genetics, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - Julie Richer
- Department of Genetics, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - Christine M Armour
- Department of Genetics, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - Sarah L Sawyer
- Department of Genetics, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - Priya T Bhola
- Department of Genetics, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | | | | | - Iris A L M van Rooij
- Department IQ Health, Research Institute for Medical Innovation, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Romy van de Putte
- Department IQ Health, Research Institute for Medical Innovation, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Ivo de Blaauw
- Department of Surgery-Pediatric Surgery, Radboudumc Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Rebekka M Koeck
- Department of Clinical Genetics, Maastricht University Medical Centre+, Maastricht, the Netherlands; Department of Genetics and Cell Biology, GROW School for Oncology and Reproduction, Maastricht University, Maastricht, the Netherlands
| | - Alexander Hoischen
- Department of Human Genetics and Donders Center for Neuroscience, Radboud University Medical Center, Nijmegen, the Netherlands; Center for Infectious Diseases (RCI), Department of Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands; Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, the Netherlands; Radboud Expertise Center for Immunodeficiency and Autoinflammation and Radboud Center for Infectious Disease (RCI), Radboud University Medical Center, Nijmegen, the Netherlands
| | - Han Brunner
- Department of Clinical Genetics, Maastricht University Medical Centre+, Maastricht, the Netherlands; Department of Genetics and Cell Biology, GROW School for Oncology and Reproduction, Maastricht University, Maastricht, the Netherlands; Department of Human Genetics and Donders Center for Neuroscience, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Masoud Zamani Esteki
- Department of Clinical Genetics, Maastricht University Medical Centre+, Maastricht, the Netherlands; Department of Genetics and Cell Biology, GROW School for Oncology and Reproduction, Maastricht University, Maastricht, the Netherlands
| | - Anna Pelet
- Laboratory of Embryology and Genetics of Human Malformations, Institut National de La Santé et de La Recherche Médicale (INSERM) UMR 1163, Institut Imagine and Université Paris Cité, Paris, France
| | - Stanislas Lyonnet
- Laboratory of Embryology and Genetics of Human Malformations, Institut National de La Santé et de La Recherche Médicale (INSERM) UMR 1163, Institut Imagine and Université Paris Cité, Paris, France; Service de Médecine Génomique des Maladies Rares, Hôpital Necker-Enfants Malades, AP-HP, Paris, France
| | - Jeanne Amiel
- Laboratory of Embryology and Genetics of Human Malformations, Institut National de La Santé et de La Recherche Médicale (INSERM) UMR 1163, Institut Imagine and Université Paris Cité, Paris, France; Service de Médecine Génomique des Maladies Rares, Hôpital Necker-Enfants Malades, AP-HP, Paris, France
| | - Kym M Boycott
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, ON, Canada; Department of Genetics, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada.
| | - 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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3
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Rots D, Bouman A, Yamada A, Levy M, Dingemans AJM, de Vries BBA, Ruiterkamp-Versteeg M, de Leeuw N, Ockeloen CW, Pfundt R, de Boer E, Kummeling J, van Bon B, van Bokhoven H, Kasri NN, Venselaar H, Alders M, Kerkhof J, McConkey H, Kuechler A, Elffers B, van Beeck Calkoen R, Hofman S, Smith A, Valenzuela MI, Srivastava S, Frazier Z, Maystadt I, Piscopo C, Merla G, Balasubramanian M, Santen GWE, Metcalfe K, Park SM, Pasquier L, Banka S, Donnai D, Weisberg D, Strobl-Wildemann G, Wagemans A, Vreeburg M, Baralle D, Foulds N, Scurr I, Brunetti-Pierri N, van Hagen JM, Bijlsma EK, Hakonen AH, Courage C, Genevieve D, Pinson L, Forzano F, Deshpande C, Kluskens ML, Welling L, Plomp AS, Vanhoutte EK, Kalsner L, Hol JA, Putoux A, Lazier J, Vasudevan P, Ames E, O'Shea J, Lederer D, Fleischer J, O'Connor M, Pauly M, Vasileiou G, Reis A, Kiraly-Borri C, Bouman A, Barnett C, Nezarati M, Borch L, Beunders G, Özcan K, Miot S, Volker-Touw CML, van Gassen KLI, Cappuccio G, Janssens K, Mor N, Shomer I, Dominissini D, Tedder ML, Muir AM, Sadikovic B, Brunner HG, Vissers LELM, Shinkai Y, Kleefstra T. Comprehensive EHMT1 variants analysis broadens genotype-phenotype associations and molecular mechanisms in Kleefstra syndrome. Am J Hum Genet 2024; 111:1605-1625. [PMID: 39013458 DOI: 10.1016/j.ajhg.2024.06.008] [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: 04/01/2024] [Revised: 06/17/2024] [Accepted: 06/18/2024] [Indexed: 07/18/2024] Open
Abstract
The shift to a genotype-first approach in genetic diagnostics has revolutionized our understanding of neurodevelopmental disorders, expanding both their molecular and phenotypic spectra. Kleefstra syndrome (KLEFS1) is caused by EHMT1 haploinsufficiency and exhibits broad clinical manifestations. EHMT1 encodes euchromatic histone methyltransferase-1-a pivotal component of the epigenetic machinery. We have recruited 209 individuals with a rare EHMT1 variant and performed comprehensive molecular in silico and in vitro testing alongside DNA methylation (DNAm) signature analysis for the identified variants. We (re)classified the variants as likely pathogenic/pathogenic (molecularly confirming Kleefstra syndrome) in 191 individuals. We provide an updated and broader clinical and molecular spectrum of Kleefstra syndrome, including individuals with normal intelligence and familial occurrence. Analysis of the EHMT1 variants reveals a broad range of molecular effects and their associated phenotypes, including distinct genotype-phenotype associations. Notably, we showed that disruption of the "reader" function of the ankyrin repeat domain by a protein altering variant (PAV) results in a KLEFS1-specific DNAm signature and milder phenotype, while disruption of only "writer" methyltransferase activity of the SET domain does not result in KLEFS1 DNAm signature or typical KLEFS1 phenotype. Similarly, N-terminal truncating variants result in a mild phenotype without the DNAm signature. We demonstrate how comprehensive variant analysis can provide insights into pathogenesis of the disorder and DNAm signature. In summary, this study presents a comprehensive overview of KLEFS1 and EHMT1, revealing its broader spectrum and deepening our understanding of its molecular mechanisms, thereby informing accurate variant interpretation, counseling, and clinical management.
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Affiliation(s)
- Dmitrijs Rots
- Department of Clinical Genetics, Erasmus MC, Rotterdam, the Netherlands; Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands; Genetics Laboratory, Children's Clinical University Hospital, Riga, Latvia
| | - Arianne Bouman
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands; Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Ayumi Yamada
- Cellular Memory Laboratory, RIKEN Cluster for Pioneering Research, RIKEN, Wako, Saitama, Japan
| | - Michael Levy
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | | | - Bert B A de Vries
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | | | - Nicole de Leeuw
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Charlotte W Ockeloen
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Rolph Pfundt
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Elke de Boer
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Joost Kummeling
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Bregje van Bon
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Hans van Bokhoven
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Nael Nadif Kasri
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Hanka Venselaar
- Department of Medical BioSciences, Radboudumc, Nijmegen, the Netherlands
| | - Marielle Alders
- Department of Human Genetics, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands; Amsterdam Reproduction and Development research institute, Amsterdam, the Netherlands
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Alma Kuechler
- Institute of Human Genetics, University Hospital Essen, Essen, Germany
| | - Bart Elffers
- Cordaan, Amsterdam, the Netherlands; Department of Medical Care for Patients with Intellectual Disability, AMSTA, Amsterdam, the Netherlands
| | | | | | - Audrey Smith
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester, UK
| | - Maria Irene Valenzuela
- Department of Clinical and Molecular Genetics and Rare Disease Unit Hospital Vall d'Hebron, Barcelona, Spain; Medicine Genetics Group, Vall Hebron Research Institute, Barcelona, Spain
| | | | - Zoe Frazier
- Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Isabelle Maystadt
- Institut de Pathologie et de Génétique Centre de Génétique Humaineavenue G. Lemaître, 256041 Gosselies, Belgium
| | - Carmelo Piscopo
- Medical and Laboratory Unit, Antonio cardarelli Hospital, via A.Cardarelli 9, 80131 Naples, Italy
| | - Giuseppe Merla
- Department of Molecular Medicine and Medical Biotechnology, University of Naples, Naples, Italy; Laboratory of Regulatory and Functional Genomics, fondazione IRCCS casa sollievo della sofferenza, san giovanni rotondo, Foggia, Italy
| | - Meena Balasubramanian
- Division of Clinical Medicine, University of Sheffield, Sheffield, UK; Sheffield Clinical Genetics Service, Sheffield Children's NHS Foundation Trust, Sheffield, United Kingdom
| | - Gijs W E Santen
- Department of Clinical Genetics, Leiden University Medical Center, Leiden, the Netherlands
| | - Kay Metcalfe
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester, UK
| | - Soo-Mi Park
- Department of Clinical Genetics, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Laurent Pasquier
- Reference Center for Rare Diseases, Hôpital Sud - CHU Rennes, Rennes, France
| | - Siddharth Banka
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester, UK; Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Dian Donnai
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester, UK
| | - Daniel Weisberg
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester, UK
| | | | - Annemieke Wagemans
- Maasveld, Koraal, Maastricht, the Netherlands; Department of Family Medicine, Faculty of Health, Medicine and Life Science, Maastricht University, Maastricht, the Netherlands
| | - Maaike Vreeburg
- Department of Clinical Genetics, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Diana Baralle
- Human Development and Health, Faculty of Medicine, University Hospital Southampton, Southampton, Hampshire, UK
| | - Nicola Foulds
- Wessex Regional Genetics Services, UHS NHS Foundation Trust, Southampton, United Kingdom
| | - Ingrid Scurr
- Department of Clinical Genetics, University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | - Nicola Brunetti-Pierri
- Department of Translational Medicine, Federico II University of Naples, Naples, Italy; Telethon Institute of Genetics and Medicine, Pozzuoli, Italy; Scuola Superiore Meridionale (SSM, School of Advanced Studies), Genomics and Experimental Medicine Program, University of Naples Federico II, Naples, Italy
| | - Johanna M van Hagen
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Human Genetics, Amsterdam, the Netherlands
| | - Emilia K Bijlsma
- Department of Clinical Genetica, Leiden University Medical Center, Leiden, the Netherlands
| | - Anna H Hakonen
- Department of Clinical Genetics, HUSLAB, HUS Diagnostic Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Carolina Courage
- Department of Clinical Genetics, HUSLAB, HUS Diagnostic Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - David Genevieve
- Université Montpellier, Unité INSERM U1183, Montpellier, France; Centre de reference Anomalies du développement, ERN ITHACA, Service de génétique Clinique, CHU Montpellier, Montpellier, France
| | - Lucile Pinson
- Centre de reference Anomalies du développement, ERN ITHACA, Service de génétique Clinique, CHU Montpellier, Montpellier, France
| | - Francesca Forzano
- Clinical Genetics Department 7th Floor Borough WingGuy's Hospital, Guy's & St Thomas' NHS Foundation TrustGreat Maze Pond, London, UK
| | - Charu Deshpande
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester, UK
| | | | | | - Astrid S Plomp
- Department of Human Genetics, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands; Amsterdam Reproduction and Development research institute, Amsterdam, the Netherlands
| | - Els K Vanhoutte
- Department of Clinical Genetics, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Louisa Kalsner
- Department of Pediatrics, Division of Neurology, Connecticut Children's, University of Connecticut, Farmington, CT, USA
| | - Janna A Hol
- Clinical Genetics Department, Erasmus Medical Centre, Rotterdam, the Netherlands
| | - Audrey Putoux
- Hospices Civils de Lyon, Service de Génétique - Centre de Référence Anomalies du Développement, Bron, France; Centre de Recherche en Neurosciences de Lyon, Équipe GENDEV, INSERM U1028 CNRS UMR5292, Université Claude Bernard Lyon 1, Lyon, France
| | - Johanna Lazier
- Regional Genetics Program, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - Pradeep Vasudevan
- Department of Clinical Genetics, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Elizabeth Ames
- Division of Pediatric Genetics, Metabolism, and Genomic Medicine, C.S. Mott Children's Hospital, Michigan Medicine, Ann Arbor, MI, USA
| | - Jessica O'Shea
- Division of Pediatric Genetics, Metabolism, and Genomic Medicine, C.S. Mott Children's Hospital, Michigan Medicine, Ann Arbor, MI, USA
| | - Damien Lederer
- Centre de Génétique Humaine, Institut de Pathologie et de Génétique, Gosselies, Belgium
| | - Julie Fleischer
- Southern Illinois University School of Medicine, Department of Pediatrics, Springfield, IL, USA
| | - Mary O'Connor
- Southern Illinois University School of Medicine, Department of Pediatrics, Springfield, IL, USA
| | - Melissa Pauly
- Institute of Human Genetics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Georgia Vasileiou
- Institute of Human Genetics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Centre for Rare Diseases Erlangen (ZSEER), Erlangen, Germany
| | - André Reis
- Institute of Human Genetics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Centre for Rare Diseases Erlangen (ZSEER), Erlangen, Germany
| | - Catherine Kiraly-Borri
- Genetic Health Western Australia, Department of Health King Edward Memorial Hospital, Subiaco, WA 6008, Australia
| | - Arjan Bouman
- Department of Clinical Genetics, Erasmus MC, Rotterdam, the Netherlands
| | - Chris Barnett
- Paediatric and Reproductive Genetics Unit 8th Floor, Clarence Rieger Building Women's and Children's Hospital, 72 King William Road North, Adelaide, SA 5006, Australia
| | - Marjan Nezarati
- Genetics, North York General Hospital, Toronto, ON, Canada; University of Toronto, Toronto, ON, Canada
| | - Lauren Borch
- Department of Medical Genetics, North York General Hospital, University of Toronto, Toronto, ON, Canada
| | - Gea Beunders
- Department of Genetics, University Medical Center Groningen, Groningen, the Netherlands
| | - Kübra Özcan
- Neurodevelopmental Treatment Association Çocuk Fizyoterapistleri Derneği Bobath Terapistleri Derneği, Ankara, Turkey
| | - Stéphanie Miot
- Geriatrics department, Montpellier University Hospital, MUSE University, Montpellier, France; INSERM U1298, INM, Montpellier, France
| | | | - Koen L I van Gassen
- Department of Genetics, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Gerarda Cappuccio
- Department of Translational Medicine, Section of Pediatrics, Federico II University, Via Pansini 5, Naples, Italy; TIGEM (Telethon Institute of Genetics and Medicine), Via Campi Flegrei 34, 80078 Pozzuoli (NA), Italy
| | - Katrien Janssens
- Department of Medical Genetics, Antwerp University Hospital/University of Antwerp, Edegem, Wilrijk, Belgium
| | - Nofar Mor
- Sheba Cancer Research Center, Chaim Sheba Medical Center, Ramat Gan, Israel
| | - Inna Shomer
- Sheba Cancer Research Center, Chaim Sheba Medical Center, Ramat Gan, Israel
| | - Dan Dominissini
- Sheba Cancer Research Center, Chaim Sheba Medical Center, Ramat Gan, Israel; Sackler Faculty of Medicine, Tel-Aviv University, Ramat Aviv, Israel
| | | | | | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Han G Brunner
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands; Department of Clinical Genetics, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Lisenka E L M Vissers
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands; Research Institute for Medical Innovation, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Yoichi Shinkai
- Cellular Memory Laboratory, RIKEN Cluster for Pioneering Research, RIKEN, Wako, Saitama, Japan.
| | - Tjitske Kleefstra
- Department of Clinical Genetics, Erasmus MC, Rotterdam, the Netherlands; Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands; Center of Excellence for Neuropsychiatry, Vincent van Gogh Institute for Psychiatry, Venray, the Netherlands.
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4
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LaFlamme CW, Rastin C, Sengupta S, Pennington HE, Russ-Hall SJ, Schneider AL, Bonkowski ES, Almanza Fuerte EP, Allan TJ, Zalusky MPG, Goffena J, Gibson SB, Nyaga DM, Lieffering N, Hebbar M, Walker EV, Darnell D, Olsen SR, Kolekar P, Djekidel MN, Rosikiewicz W, McConkey H, Kerkhof J, Levy MA, Relator R, Lev D, Lerman-Sagie T, Park KL, Alders M, Cappuccio G, Chatron N, Demain L, Genevieve D, Lesca G, Roscioli T, Sanlaville D, Tedder ML, Gupta S, Jones EA, Weisz-Hubshman M, Ketkar S, Dai H, Worley KC, Rosenfeld JA, Chao HT, Neale G, Carvill GL, Wang Z, Berkovic SF, Sadleir LG, Miller DE, Scheffer IE, Sadikovic B, Mefford HC. Diagnostic utility of DNA methylation analysis in genetically unsolved pediatric epilepsies and CHD2 episignature refinement. Nat Commun 2024; 15:6524. [PMID: 39107278 PMCID: PMC11303402 DOI: 10.1038/s41467-024-50159-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 06/28/2024] [Indexed: 08/09/2024] Open
Abstract
Sequence-based genetic testing identifies causative variants in ~ 50% of individuals with developmental and epileptic encephalopathies (DEEs). Aberrant changes in DNA methylation are implicated in various neurodevelopmental disorders but remain unstudied in DEEs. We interrogate the diagnostic utility of genome-wide DNA methylation array analysis on peripheral blood samples from 582 individuals with genetically unsolved DEEs. We identify rare differentially methylated regions (DMRs) and explanatory episignatures to uncover causative and candidate genetic etiologies in 12 individuals. Using long-read sequencing, we identify DNA variants underlying rare DMRs, including one balanced translocation, three CG-rich repeat expansions, and four copy number variants. We also identify pathogenic variants associated with episignatures. Finally, we refine the CHD2 episignature using an 850 K methylation array and bisulfite sequencing to investigate potential insights into CHD2 pathophysiology. Our study demonstrates the diagnostic yield of genome-wide DNA methylation analysis to identify causal and candidate variants as 2% (12/582) for unsolved DEE cases.
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Affiliation(s)
- Christy W LaFlamme
- Center for Pediatric Neurological Disease Research, Department of Cell and Molecular Biology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Graduate School of Biomedical Sciences, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Cassandra Rastin
- Department of Pathology & Laboratory Medicine, Western University, London, ON, N5A 3K7, Canada
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, ON, N6A 5W9, Canada
| | - Soham Sengupta
- Center for Pediatric Neurological Disease Research, Department of Cell and Molecular Biology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Helen E Pennington
- Center for Pediatric Neurological Disease Research, Department of Cell and Molecular Biology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Mathematics & Statistics, Rhodes College, Memphis, TN, 38112, USA
| | - Sophie J Russ-Hall
- Epilepsy Research Centre, Department of Medicine, University of Melbourne, Austin Health, Heidelberg, VIC, 3084, Australia
| | - Amy L Schneider
- Epilepsy Research Centre, Department of Medicine, University of Melbourne, Austin Health, Heidelberg, VIC, 3084, Australia
| | - Emily S Bonkowski
- Center for Pediatric Neurological Disease Research, Department of Cell and Molecular Biology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Edith P Almanza Fuerte
- Center for Pediatric Neurological Disease Research, Department of Cell and Molecular Biology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Talia J Allan
- Epilepsy Research Centre, Department of Medicine, University of Melbourne, Austin Health, Heidelberg, VIC, 3084, Australia
| | - Miranda Perez-Galey Zalusky
- Division of Genetic Medicine, Department of Pediatrics, University of Washington and Seattle Children's Hospital, Seattle, WA, 98195, USA
| | - Joy Goffena
- Division of Genetic Medicine, Department of Pediatrics, University of Washington and Seattle Children's Hospital, Seattle, WA, 98195, USA
| | - Sophia B Gibson
- Division of Genetic Medicine, Department of Pediatrics, University of Washington and Seattle Children's Hospital, Seattle, WA, 98195, USA
- Department of Genome Sciences, University of Washington School of Medicine, Seattle, WA, 98195, USA
| | - Denis M Nyaga
- Department of Paediatrics and Child Health, University of Otago, Wellington, 6242, New Zealand
| | - Nico Lieffering
- Department of Paediatrics and Child Health, University of Otago, Wellington, 6242, New Zealand
| | - Malavika Hebbar
- Division of Genetic Medicine, Department of Pediatrics, University of Washington and Seattle Children's Hospital, Seattle, WA, 98195, USA
| | - Emily V Walker
- Hartwell Center for Bioinformatics and Biotechnology, St. Jude Children's Research Hospital Memphis, Memphis, TN, 38105, USA
| | - Daniel Darnell
- Hartwell Center for Bioinformatics and Biotechnology, St. Jude Children's Research Hospital Memphis, Memphis, TN, 38105, USA
| | - Scott R Olsen
- Hartwell Center for Bioinformatics and Biotechnology, St. Jude Children's Research Hospital Memphis, Memphis, TN, 38105, USA
| | - Pandurang Kolekar
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Mohamed Nadhir Djekidel
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Wojciech Rosikiewicz
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, ON, N6A 5W9, Canada
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, ON, N6A 5W9, Canada
| | - Michael A Levy
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, ON, N6A 5W9, Canada
| | - Raissa Relator
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, ON, N6A 5W9, Canada
| | - Dorit Lev
- Institute of Medical Genetics, Wolfson Medical Center, Holon, 58100, Israel
| | - Tally Lerman-Sagie
- Fetal Neurology Clinic, Pediatric Neurology Unit, Wolfson Medical Center, Holon, 58100, Israel
- Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Kristen L Park
- Departments of Pediatrics and Neurology, University of Colorado School of Medicine, Aurora, CO, 80045, USA
| | - Marielle Alders
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
| | - Gerarda Cappuccio
- Telethon Institute of Genetics and Medicine, Pozzuoli, Italy
- Department of Translational Medicine, Federico II University of Naples, Naples, Italy
| | - Nicolas Chatron
- Department of Medical Genetics, Member of the ERN EpiCARE, University Hospital of Lyon and Claude Bernard Lyon I University, Lyon, France
- Pathophysiology and Genetics of Neuron and Muscle (PNMG), UCBL, CNRS UMR5261 - INSERM, U1315, Lyon, France
| | - Leigh Demain
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester, UK
| | - David Genevieve
- Montpellier University, Inserm Unit 1183, Reference Center for Rare Diseases Developmental Anomaly and Malformative Syndrome, Clinical Genetic Department, CHU Montpellier, Montpellier, France
| | - Gaetan Lesca
- Department of Medical Genetics, Member of the ERN EpiCARE, University Hospital of Lyon and Claude Bernard Lyon I University, Lyon, France
- Pathophysiology and Genetics of Neuron and Muscle (PNMG), UCBL, CNRS UMR5261 - INSERM, U1315, Lyon, France
| | - Tony Roscioli
- Neuroscience Research Australia (NeuRA), Sydney, NSW, Australia
- Prince of Wales Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
- New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Damien Sanlaville
- Department of Medical Genetics, Member of the ERN EpiCARE, University Hospital of Lyon and Claude Bernard Lyon I University, Lyon, France
- Pathophysiology and Genetics of Neuron and Muscle (PNMG), UCBL, CNRS UMR5261 - INSERM, U1315, Lyon, France
| | | | - Sachin Gupta
- TY Nelson Department of Neurology and Neurosurgery, The Children's Hospital at Westmead, Westmead, NSW, Australia
| | - Elizabeth A Jones
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester, UK
- Division of Evolution, Infection and Genomics, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Monika Weisz-Hubshman
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
- Texas Children's Hospital, Genetic Department, Houston, TX, 77030, USA
| | - Shamika Ketkar
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Hongzheng Dai
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Kim C Worley
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Jill A Rosenfeld
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Hsiao-Tuan Chao
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
- Department of Pediatrics, Section of Neurology and Developmental Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA
- Cain Pediatric Neurology Research Foundation Laboratories, Jan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, 77030, USA
- Texas Children's Hospital, Houston, TX, 77030, USA
- Department of Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA
- McNair Medical Institute, The Robert and Janice McNair Foundation, Houston, TX, 77030, USA
| | - Geoffrey Neale
- Hartwell Center for Bioinformatics and Biotechnology, St. Jude Children's Research Hospital Memphis, Memphis, TN, 38105, USA
| | - Gemma L Carvill
- Ken and Ruth Davee Department of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Zhaoming Wang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Samuel F Berkovic
- Epilepsy Research Centre, Department of Medicine, University of Melbourne, Austin Health, Heidelberg, VIC, 3084, Australia
| | - Lynette G Sadleir
- Department of Paediatrics and Child Health, University of Otago, Wellington, 6242, New Zealand
| | - Danny E Miller
- Division of Genetic Medicine, Department of Pediatrics, University of Washington and Seattle Children's Hospital, Seattle, WA, 98195, USA
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, 98195, USA
- Brotman Baty Institute for Precision Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Ingrid E Scheffer
- Epilepsy Research Centre, Department of Medicine, University of Melbourne, Austin Health, Heidelberg, VIC, 3084, Australia
- Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Melbourne, VIC, Australia
- Florey Institute and Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Bekim Sadikovic
- Department of Pathology & Laboratory Medicine, Western University, London, ON, N5A 3K7, Canada.
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, ON, N6A 5W9, Canada.
| | - Heather C Mefford
- Center for Pediatric Neurological Disease Research, Department of Cell and Molecular Biology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA.
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5
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Bosch E, Güse E, Kirchner P, Winterpacht A, Walther M, Alders M, Kerkhof J, Ekici AB, Sticht H, Sadikovic B, Reis A, Vasileiou G. The missing link: ARID1B non-truncating variants causing Coffin-Siris syndrome due to protein aggregation. Hum Genet 2024; 143:965-978. [PMID: 39028335 PMCID: PMC11303441 DOI: 10.1007/s00439-024-02688-9] [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: 04/02/2024] [Accepted: 07/07/2024] [Indexed: 07/20/2024]
Abstract
ARID1B is the most frequently mutated gene in Coffin-Siris syndrome (CSS). To date, the vast majority of causative variants reported in ARID1B are truncating, leading to nonsense-mediated mRNA decay. In the absence of experimental data, only few ARID1B amino acid substitutions have been classified as pathogenic, mainly based on clinical data and their de novo occurrence, while most others are currently interpreted as variants of unknown significance. The present study substantiates the pathogenesis of ARID1B non-truncating/NMD-escaping variants located in the SMARCA4-interacting EHD2 and DNA-binding ARID domains. Overexpression assays in cell lines revealed that the majority of EHD2 variants lead to protein misfolding and formation of cytoplasmic aggresomes surrounded by vimentin cage-like structures and co-localizing with the microtubule organisation center. ARID domain variants exhibited not only aggresomes, but also nuclear aggregates, demonstrating robust pathological effects. Protein levels were not compromised, as shown by quantitative western blot analysis. In silico structural analysis predicted the exposure of amylogenic segments in both domains due to the nearby variants, likely causing this aggregation. Genome-wide transcriptome and methylation analysis in affected individuals revealed expression and methylome patterns consistent with those of the pathogenic haploinsufficiency ARID1B alterations in CSS cases. These results further support pathogenicity and indicate two approaches for disambiguation of such variants in everyday practice. The few affected individuals harbouring EHD2 non-truncating variants described to date exhibit mild CSS clinical traits. In summary, this study paves the way for the re-evaluation of previously unclear ARID1B non-truncating variants and opens a new era in CSS genetic diagnosis.
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Affiliation(s)
- Elisabeth Bosch
- Institute of Human Genetics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Esther Güse
- Institute of Human Genetics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Philipp Kirchner
- Institute of Human Genetics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Andreas Winterpacht
- Institute of Human Genetics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Mona Walther
- Institute of Human Genetics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Marielle Alders
- Amsterdam University Medical Center, University of Amsterdam, Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Arif B Ekici
- Institute of Human Genetics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Heinrich Sticht
- Division of Bioinformatics, Institute of Biochemistry, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - André Reis
- Institute of Human Genetics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
- Centre for Rare Diseases Erlangen (ZSEER), Universitätsklinikum Erlangen, Erlangen, Germany
| | - Georgia Vasileiou
- Institute of Human Genetics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany.
- Centre for Rare Diseases Erlangen (ZSEER), Universitätsklinikum Erlangen, Erlangen, Germany.
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6
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Xiao B, Dai W, Zhan Y, Qiu W, Zhang H, Liu D, Xu N, Yu Y. Genome-wide epigenetic signatures facilitated the variant classification of the PURA gene and uncovered the pathomechanism of PURA-related neurodevelopmental disorders. Genet Med 2024; 26:101167. [PMID: 38770750 DOI: 10.1016/j.gim.2024.101167] [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: 12/12/2023] [Revised: 05/11/2024] [Accepted: 05/14/2024] [Indexed: 05/22/2024] Open
Abstract
PURPOSE Rare genetic variants in the PURA gene cause the PURA-related neurodevelopmental disorder (PURA-NDD), characterized by neonatal abnormalities and developmental delay. Using genome-wide DNA methylation analysis on patients with PURA variants, we aim to establish a PURA-NDD-specific methylation profile and provide further insights on the molecular basis of the PURA-NDD. METHODS Twenty three individuals (including 12 unpublished) carrying PURA variants were enrolled. We conducted the Illumina Infinium EPIC microarray analysis in 17 PURA-NDD individuals. In vitro experiments were performed to examine how PURA variants affect Pur-a expression. RESULTS Additional phenotypes in 12 newly identified patients were described in this study. Genome-wide DNA methylation analysis unveiled distinctive methylation profiles to PURA-NDD, and the established classifier can reclassify PURA variants of uncertain significance. Patients bearing PURA hapoloinsufficient and missense variants have comparable DNA methylation profiles, and cells expressing these PURA variants showed consistent Pur-a downregulation, suggesting a haploinsufficiency mechanism. CONCLUSION Patients with PURA-NDD exhibit a specific episignature, which has potential to aid identification and diagnosis of PURA-NDD patients and offer implications for further functional investigations.
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Affiliation(s)
- Bing Xiao
- Department of Pediatric Endocrinology and Genetics, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Institute for Pediatric Research, Shanghai, China
| | - Weiqian Dai
- Department of Pediatric Endocrinology and Genetics, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Institute for Pediatric Research, Shanghai, China
| | - Yongkun Zhan
- Department of Pediatric Endocrinology and Genetics, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Institute for Pediatric Research, Shanghai, China
| | - Wenjuan Qiu
- Department of Pediatric Endocrinology and Genetics, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Institute for Pediatric Research, Shanghai, China
| | - Huiwen Zhang
- Department of Pediatric Endocrinology and Genetics, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Institute for Pediatric Research, Shanghai, China
| | | | - Na Xu
- Department of Pediatric Endocrinology and Genetics, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Institute for Pediatric Research, Shanghai, China.
| | - Yongguo Yu
- Department of Pediatric Endocrinology and Genetics, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Institute for Pediatric Research, Shanghai, China.
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7
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Haghshenas S, Bout HJ, Schijns JM, Levy MA, Kerkhof J, Bhai P, McConkey H, Jenkins ZA, Williams EM, Halliday BJ, Huisman SA, Lauffer P, de Waard V, Witteveen L, Banka S, Brady AF, Galazzi E, van Gils J, Hurst ACE, Kaiser FJ, Lacombe D, Martinez-Monseny AF, Fergelot P, Monteiro FP, Parenti I, Persani L, Santos-Simarro F, Simpson BN, Alders M, Robertson SP, Sadikovic B, Menke LA. Menke-Hennekam syndrome; delineation of domain-specific subtypes with distinct clinical and DNA methylation profiles. HGG ADVANCES 2024; 5:100287. [PMID: 38553851 PMCID: PMC11040166 DOI: 10.1016/j.xhgg.2024.100287] [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: 10/20/2023] [Revised: 03/26/2024] [Accepted: 03/26/2024] [Indexed: 04/18/2024] Open
Abstract
CREB-binding protein (CBP, encoded by CREBBP) and its paralog E1A-associated protein (p300, encoded by EP300) are involved in histone acetylation and transcriptional regulation. Variants that produce a null allele or disrupt the catalytic domain of either protein cause Rubinstein-Taybi syndrome (RSTS), while pathogenic missense and in-frame indel variants in parts of exons 30 and 31 cause phenotypes recently described as Menke-Hennekam syndrome (MKHK). To distinguish MKHK subtypes and define their characteristics, molecular and extended clinical data on 82 individuals (54 unpublished) with variants affecting CBP (n = 71) or p300 (n = 11) (NP_004371.2 residues 1,705-1,875 and NP_001420.2 residues 1,668-1,833, respectively) were summarized. Additionally, genome-wide DNA methylation profiles were assessed in DNA extracted from whole peripheral blood from 54 individuals. Most variants clustered closely around the zinc-binding residues of two zinc-finger domains (ZZ and TAZ2) and within the first α helix of the fourth intrinsically disordered linker (ID4) of CBP/p300. Domain-specific methylation profiles were discerned for the ZZ domain in CBP/p300 (found in nine out of 10 tested individuals) and TAZ2 domain in CBP (in 14 out of 20), while a domain-specific diagnostic episignature was refined for the ID4 domain in CBP/p300 (in 21 out of 21). Phenotypes including intellectual disability of varying degree and distinct physical features were defined for each of the regions. These findings demonstrate existence of at least three MKHK subtypes, which are domain specific (MKHK-ZZ, MKHK-TAZ2, and MKHK-ID4) rather than gene specific (CREBBP/EP300). DNA methylation episignatures enable stratification of molecular pathophysiologic entities within a gene or across a family of paralogous genes.
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Affiliation(s)
- Sadegheh Haghshenas
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London ON N6A 5W9, Canada
| | - Hidde J Bout
- Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam Reproduction and Development Research Institute, 1105 Amsterdam, AZ, the Netherlands
| | - Josephine M Schijns
- Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam Reproduction and Development Research Institute, 1105 Amsterdam, AZ, the Netherlands
| | - Michael A Levy
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London ON N6A 5W9, Canada
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London ON N6A 5W9, Canada
| | - Pratibha Bhai
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London ON N6A 5W9, Canada
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London ON N6A 5W9, Canada
| | - Zandra A Jenkins
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand
| | - Ella M Williams
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand
| | - Benjamin J Halliday
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand
| | - Sylvia A Huisman
- Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam Reproduction and Development Research Institute, 1105 Amsterdam, AZ, the Netherlands; Zodiak, Prinsenstichting, Purmerend, JE 1444, the Netherlands
| | - Peter Lauffer
- Department of Human Genetics, Amsterdam UMC, University of Amsterdam, Amsterdam Reproduction and Development Research Institute, Amsterdam 1105 AZ, the Netherlands
| | - Vivian de Waard
- Department of Medical Biochemistry, Amsterdam UMC, University of Amsterdam, Amsterdam Cardiovascular Sciences, Amsterdam, AZ 1105, the Netherlands
| | - Laura Witteveen
- Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam Reproduction and Development Research Institute, 1105 Amsterdam, AZ, the Netherlands
| | - Siddharth Banka
- Division of Evolution, Infection and Genomics, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9WL, UK; Manchester Centre for Genomic Medicine, Saint Mary's Hospital, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK
| | - Angela F Brady
- North West Thames Regional Genetics Service, Northwick Park Hospital, Harrow HA1 3UJ, UK
| | - Elena Galazzi
- Department of Endocrine & Metabolic Diseases, San Luca Hospital, IRCCS Istituto Auxologico Italiano, 20100 Milan, Italy
| | - Julien van Gils
- Centre Hospitalier Universitaire Bordeaux, 33404 Bordeaux, France
| | - Anna C E Hurst
- Department of Genetics, University of Alabama, Birmingham, AL 35294-0024, USA
| | - Frank J Kaiser
- Institute of Human Genetics, University of Duisburg-Essen, 45122 Essen, Germany; Center for Rare Diseases, University Hospital Essen, 45122 Essen, Germany
| | - Didier Lacombe
- Centre Hospitalier Universitaire Bordeaux, 33404 Bordeaux, France
| | - Antonio F Martinez-Monseny
- Genètica Clínica, Servei de Medicina Genètica i Molecular, Hospital Sant Joan de Déu, 08950 Barcelona, Spain
| | | | | | - Ilaria Parenti
- Institute of Human Genetics, University of Duisburg-Essen, 45122 Essen, Germany
| | - Luca Persani
- Department of Endocrine & Metabolic Diseases, San Luca Hospital, IRCCS Istituto Auxologico Italiano, 20100 Milan, Italy; Department of Medical Biotechnology and Translational Medicine, University of Milan, 20100 Milan, Italy
| | - Fernando Santos-Simarro
- Institute of Medical and Molecular Genetics (INGEMM), Hospital Universitario La Paz, IdiPAZ, CIBERER, ISCIII, 28029 Madrid, Spain; Unit of Molecular Diagnostics and Clinical Genetics, Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands (IdISBa), 07120 Palma, Spain
| | - Brittany N Simpson
- Department of Pediatrics, Division of Human Genetics, Cincinnati Children's Hospital Medical Center, University of Cincinnati School of Medicine, Cincinnati, OH 45206, USA
| | - Mariëlle Alders
- Department of Human Genetics, Amsterdam UMC, University of Amsterdam, Amsterdam Reproduction and Development Research Institute, Amsterdam 1105 AZ, the Netherlands
| | - Stephen P Robertson
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand
| | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London ON N6A 5W9, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON N6A3K7, Canada.
| | - Leonie A Menke
- Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam Reproduction and Development Research Institute, 1105 Amsterdam, AZ, the Netherlands.
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8
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Trajkova S, Kerkhof J, Rossi Sebastiano M, Pavinato L, Ferrero E, Giovenino C, Carli D, Di Gregorio E, Marinoni R, Mandrile G, Palermo F, Carestiato S, Cardaropoli S, Pullano V, Rinninella A, Giorgio E, Pippucci T, Dimartino P, Rzasa J, Rooney K, McConkey H, Petlichkovski A, Pasini B, Sukarova-Angelovska E, Campbell CM, Metcalfe K, Jenkinson S, Banka S, Mussa A, Ferrero GB, Sadikovic B, Brusco A. DNA methylation analysis in patients with neurodevelopmental disorders improves variant interpretation and reveals complexity. HGG ADVANCES 2024; 5:100309. [PMID: 38751117 PMCID: PMC11216013 DOI: 10.1016/j.xhgg.2024.100309] [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: 12/06/2023] [Revised: 05/09/2024] [Accepted: 05/07/2024] [Indexed: 06/07/2024] Open
Abstract
Analysis of genomic DNA methylation by generating epigenetic signature profiles (episignatures) is increasingly being implemented in genetic diagnosis. Here we report our experience using episignature analysis to resolve both uncomplicated and complex cases of neurodevelopmental disorders (NDDs). We analyzed 97 NDDs divided into (1) a validation cohort of 59 patients with likely pathogenic/pathogenic variants characterized by a known episignature and (2) a test cohort of 38 patients harboring variants of unknown significance or unidentified variants. The expected episignature was obtained in most cases with likely pathogenic/pathogenic variants (53/59 [90%]), a revealing exception being the overlapping profile of two SMARCB1 pathogenic variants with ARID1A/B:c.6200, confirmed by the overlapping clinical features. In the test cohort, five cases showed the expected episignature, including (1) novel pathogenic variants in ARID1B and BRWD3; (2) a deletion in ATRX causing MRXFH1 X-linked mental retardation; and (3) confirmed the clinical diagnosis of Cornelia de Lange (CdL) syndrome in mutation-negative CdL patients. Episignatures analysis of the in BAF complex components revealed novel functional protein interactions and common episignatures affecting homologous residues in highly conserved paralogous proteins (SMARCA2 M856V and SMARCA4 M866V). Finally, we also found sex-dependent episignatures in X-linked disorders. Implementation of episignature profiling is still in its early days, but with increasing utilization comes increasing awareness of the capacity of this methodology to help resolve the complex challenges of genetic diagnoses.
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Affiliation(s)
- Slavica Trajkova
- Department of Neurosciences Rita Levi-Montalcini, University of Turin, Turin 10126, Italy
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A5W9, Canada
| | - Matteo Rossi Sebastiano
- Molecular Biotechnology Center "Guido Tarone" University of Turin, 10126 Turin, Italy; Department of Molecular Biotechnology and Health Sciences, University of Turin, CASSMedChem, 10126 Turin, Italy
| | - Lisa Pavinato
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Enza Ferrero
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Chiara Giovenino
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Diana Carli
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Eleonora Di Gregorio
- Medical Genetics Unit, Città della Salute e della Scienza University Hospital, 10126 Turin, Italy
| | - Roberta Marinoni
- Medical Genetics Unit, Città della Salute e della Scienza University Hospital, 10126 Turin, Italy
| | - Giorgia Mandrile
- Medical Genetics Unit and Thalassemia Center, San Luigi University Hospital, Orbassano, TO 10049, Italy
| | - Flavia Palermo
- Medical Genetics Unit and Thalassemia Center, San Luigi University Hospital, Orbassano, TO 10049, Italy
| | - Silvia Carestiato
- Department of Neurosciences Rita Levi-Montalcini, University of Turin, Turin 10126, Italy
| | - Simona Cardaropoli
- Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy
| | - Verdiana Pullano
- Department of Neurosciences Rita Levi-Montalcini, University of Turin, Turin 10126, Italy
| | - Antonina Rinninella
- Medical Genetics Unit, Città della Salute e della Scienza University Hospital, 10126 Turin, Italy; Department of Biomedical and Biotechnological Sciences, Medical Genetics, University of Catania, 94124 Catania, Italy
| | - Elisa Giorgio
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy; Neurogenetics Research Center, IRCCS Mondino Foundation, 27100 Pavia, Italy
| | - Tommaso Pippucci
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Paola Dimartino
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy
| | - Jessica Rzasa
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A5W9, Canada
| | - Kathleen Rooney
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A5W9, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON N6A3K7, Canada
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A5W9, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON N6A3K7, Canada
| | - Aleksandar Petlichkovski
- Department of Immunology and Human Genetics, Faculty of Medicine, University "Sv. Kiril I Metodij", Skopje 1000, Republic of Macedonia
| | - Barbara Pasini
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy; Medical Genetics Unit, Città della Salute e della Scienza University Hospital, 10126 Turin, Italy
| | - Elena Sukarova-Angelovska
- Department of Endocrinology and Genetics, Faculty of Medicine, University "Sv. Kiril I Metodij", Skopje 1000, Republic of Macedonia
| | - Christopher M Campbell
- Manchester Centre for Genomic Medicine, St. Mary's Hospital, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester M13 9WL, UK
| | - Kay Metcalfe
- Manchester Centre for Genomic Medicine, St. Mary's Hospital, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester M13 9WL, UK
| | - Sarah Jenkinson
- Manchester Centre for Genomic Medicine, St. Mary's Hospital, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester M13 9WL, UK
| | - Siddharth Banka
- Manchester Centre for Genomic Medicine, St. Mary's Hospital, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester M13 9WL, UK; Division of Evolution, Infection & Genomics, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester M13 9WL, UK
| | - Alessandro Mussa
- Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; Pediatric Clinical Genetics Unit, Regina Margherita Childrens' Hospital, 10126 Turin, Italy
| | | | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A5W9, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON N6A3K7, Canada
| | - Alfredo Brusco
- Medical Genetics Unit, Città della Salute e della Scienza University Hospital, 10126 Turin, Italy; Department of Neurosciences Rita Levi-Montalcini, University of Turin, Turin 10126, Italy.
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9
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Karayol R, Borroto MC, Haghshenas S, Namasivayam A, Reilly J, Levy MA, Relator R, Kerkhof J, McConkey H, Shvedunova M, Petersen AK, Magnussen K, Zweier C, Vasileiou G, Reis A, Savatt JM, Mulligan MR, Bicknell LS, Poke G, Abu-El-Haija A, Duis J, Hannig V, Srivastava S, Barkoudah E, Hauser NS, van den Born M, Hamiel U, Henig N, Baris Feldman H, McKee S, Krapels IPC, Lei Y, Todorova A, Yordanova R, Atemin S, Rogac M, McConnell V, Chassevent A, Barañano KW, Shashi V, Sullivan JA, Peron A, Iascone M, Canevini MP, Friedman J, Reyes IA, Kierstein J, Shen JJ, Ahmed FN, Mao X, Almoguera B, Blanco-Kelly F, Platzer K, Treu AB, Quilichini J, Bourgois A, Chatron N, Januel L, Rougeot C, Carere DA, Monaghan KG, Rousseau J, Myers KA, Sadikovic B, Akhtar A, Campeau PM. MSL2 variants lead to a neurodevelopmental syndrome with lack of coordination, epilepsy, specific dysmorphisms, and a distinct episignature. Am J Hum Genet 2024; 111:1330-1351. [PMID: 38815585 PMCID: PMC11267526 DOI: 10.1016/j.ajhg.2024.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Revised: 04/30/2024] [Accepted: 05/01/2024] [Indexed: 06/01/2024] Open
Abstract
Epigenetic dysregulation has emerged as an important etiological mechanism of neurodevelopmental disorders (NDDs). Pathogenic variation in epigenetic regulators can impair deposition of histone post-translational modifications leading to aberrant spatiotemporal gene expression during neurodevelopment. The male-specific lethal (MSL) complex is a prominent multi-subunit epigenetic regulator of gene expression and is responsible for histone 4 lysine 16 acetylation (H4K16ac). Using exome sequencing, here we identify a cohort of 25 individuals with heterozygous de novo variants in MSL complex member MSL2. MSL2 variants were associated with NDD phenotypes including global developmental delay, intellectual disability, hypotonia, and motor issues such as coordination problems, feeding difficulties, and gait disturbance. Dysmorphisms and behavioral and/or psychiatric conditions, including autism spectrum disorder, and to a lesser extent, seizures, connective tissue disease signs, sleep disturbance, vision problems, and other organ anomalies, were observed in affected individuals. As a molecular biomarker, a sensitive and specific DNA methylation episignature has been established. Induced pluripotent stem cells (iPSCs) derived from three members of our cohort exhibited reduced MSL2 levels. Remarkably, while NDD-associated variants in two other members of the MSL complex (MOF and MSL3) result in reduced H4K16ac, global H4K16ac levels are unchanged in iPSCs with MSL2 variants. Regardless, MSL2 variants altered the expression of MSL2 targets in iPSCs and upon their differentiation to early germ layers. Our study defines an MSL2-related disorder as an NDD with distinguishable clinical features, a specific blood DNA episignature, and a distinct, MSL2-specific molecular etiology compared to other MSL complex-related disorders.
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Affiliation(s)
- Remzi Karayol
- Max-Planck Institute of Immunobiology and Epigenetics, Freiburg, Germany
| | - Maria Carla Borroto
- Centre de recherche Azrieli du CHU Sainte-Justine, Montreal, QC H3T 1C5, Canada
| | - Sadegheh Haghshenas
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Anoja Namasivayam
- Max-Planck Institute of Immunobiology and Epigenetics, Freiburg, Germany
| | - Jack Reilly
- Department of Pediatrics, Clinical Neurological Sciences and Epidemiology, Western University, London, ON N6A 3K7, Canada
| | - Michael A Levy
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Raissa Relator
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Maria Shvedunova
- Max-Planck Institute of Immunobiology and Epigenetics, Freiburg, Germany
| | - Andrea K Petersen
- Department of Genetics and Metabolism, Randall Children's and Legacy Emanuel Hospitals, Portland, OR 97227, USA
| | - Kari Magnussen
- Department of Genetics and Metabolism, Randall Children's and Legacy Emanuel Hospitals, Portland, OR 97227, USA
| | - Christiane Zweier
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054 Erlangen, Germany; Department of Human Genetics, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland
| | - Georgia Vasileiou
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - André Reis
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Juliann M Savatt
- Autism & Developmental Medicine Institute, Geisinger, Danville, PA, USA
| | - Meghan R Mulligan
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
| | - Louise S Bicknell
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
| | - Gemma Poke
- Genetic Health Service New Zealand, Wellington, New Zealand
| | - Aya Abu-El-Haija
- Division of Genetics, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
| | - Jessica Duis
- Section of Genetics & Metabolism, Department of Pediatrics, University of Colorado, Children's Hospital Colorado, Aurora, CO, USA
| | - Vickie Hannig
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Siddharth Srivastava
- Translational Neuroscience Center, Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Natalie S Hauser
- Medical Genetics, Inova Fairfax Hospital, Falls Church, VA 22042, USA
| | - Myrthe van den Born
- Department of Clinical Genetics, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Uri Hamiel
- Genetics Institute and Genomics Center, Tel Aviv Sourasky Medical Center & Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel
| | - Noa Henig
- Genetics Institute and Genomics Center, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
| | - Hagit Baris Feldman
- Genetics Institute and Genomics Center, Tel Aviv Sourasky Medical Center & Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel
| | - Shane McKee
- Northern Ireland Regional Genetics Service, Belfast City Hospital, Belfast Health & Social Care Trust, Belfast BT9 7AB, UK
| | - Ingrid P C Krapels
- Department of Clinical Genetics, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Yunping Lei
- Center for Precision Environmental Health, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | - Albena Todorova
- Department of Medical Chemistry and Biochemistry, Medical University Sofia, Sofia, Bulgaria; Genetic Medico-Diagnostic Laboratory "Genica", Sofia, Bulgaria
| | - Ralitsa Yordanova
- Department of pediatrics "Prof. Ivan Andreev", Medical university - Plovdiv, Plovdiv, Bulgaria; Department of Pediatrics, University Hospital "St. George", Plovdiv, Bulgaria
| | - Slavena Atemin
- Genetic Medico-Diagnostic Laboratory "Genica", Sofia, Bulgaria
| | - Mihael Rogac
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Vivienne McConnell
- Northern Ireland Regional Genetics Service, Belfast City Hospital, Belfast Health & Social Care Trust, Belfast BT9 7AB, UK
| | - Anna Chassevent
- Department of Neurogenetics, Kennedy Krieger Institute, Baltimore, MD, USA
| | - Kristin W Barañano
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Vandana Shashi
- Department of Pediatrics, Division of Medical Genetics, Duke University School of Medicine, Durham, NC 27710, USA
| | - Jennifer A Sullivan
- Department of Pediatrics, Division of Medical Genetics, Duke University School of Medicine, Durham, NC 27710, USA
| | - Angela Peron
- SOC Genetica Medica, Meyer Children's Hospital IRCCS, Florence, Italy; Department of Biomedical, Experimental and Clinical Sciences "Mario Serio", Università degli Studi di Firenze, Florence, Italy
| | - Maria Iascone
- Department of Medical Genetics, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Maria P Canevini
- Epilepsy Center - Sleep Medicine Center, Childhood and Adolescence Neuropsychiatry Unit, ASST Santi Paolo e Carlo, San Paolo Hospital, Milan, Italy; Department of Health Sciences, University of Milan, Milan, Italy
| | - Jennifer Friedman
- Departments of Neurosciences and Pediatrics, University of California, San Diego, La Jolla, CA, USA; Rady Children's Institute for Genomic Medicine and Rady Children's Hospital, San Diego, CA, USA
| | - Iris A Reyes
- Rady Children's Institute for Genomic Medicine and Rady Children's Hospital, San Diego, CA, USA
| | - Janell Kierstein
- Section of Genetics & Metabolism, Department of Pediatrics, University of Colorado, Children's Hospital Colorado, Aurora, CO, USA
| | - Joseph J Shen
- Division of Genomic Medicine, Department of Pediatrics, MIND Institute, UC Davis, Sacramento, CA 95817, USA
| | - Faria N Ahmed
- Division of Genomic Medicine, Department of Pediatrics, UC Davis, Sacramento, CA 95817, USA
| | - Xiao Mao
- National Health Commission Key Laboratory of Birth Defects Research and Prevention, Hunan Provincial Maternal and Child Health Care Hospital, Hunan, China; Nanhua University, Chiayi County, Taiwan
| | - Berta Almoguera
- Department of Genetics and Genomics, Fundacion Jimenez Diaz University Hospital, Health Research Institute-Fundacion Jimenez Diaz, Universidad Autonoma de Madrid (IIS-FJD, UAM), Madrid, Spain; Center for Biomedical Network Research on Rare Diseases (CIBERER), Madrid, Spain
| | - Fiona Blanco-Kelly
- Department of Genetics and Genomics, Fundacion Jimenez Diaz University Hospital, Health Research Institute-Fundacion Jimenez Diaz, Universidad Autonoma de Madrid (IIS-FJD, UAM), Madrid, Spain; Center for Biomedical Network Research on Rare Diseases (CIBERER), Madrid, Spain
| | - Konrad Platzer
- Institute of Human Genetics, University of Leipzig Medical Center, Leipzig, German
| | | | - Juliette Quilichini
- Service de Médecine Génomique des maladies de système et d'organe, APHP, Centre Université Paris Cité, Paris, France
| | - Alexia Bourgois
- Normandy University, UNICAEN, Caen University Hospital, Department of Genetics, UR 7450 BioTARGen, FHU G4 Genomics, Caen, France
| | - Nicolas Chatron
- Department of Genetics, Lyon University Hospital, Lyon, France; Pathophysiology and Genetics of Neuron and Muscle (PGNM, UCBL - CNRS UMR5261 - INSERM U1315), Université Claude Bernard Lyon 1, Lyon, France
| | - Louis Januel
- Department of Genetics, Lyon University Hospital, Lyon, France
| | | | | | | | - Justine Rousseau
- Centre de recherche Azrieli du CHU Sainte-Justine, Montreal, QC H3T 1C5, Canada
| | - Kenneth A Myers
- Child Health and Human Development, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada.
| | - Asifa Akhtar
- Max-Planck Institute of Immunobiology and Epigenetics, Freiburg, Germany.
| | - Philippe M Campeau
- Centre de recherche Azrieli du CHU Sainte-Justine, Montreal, QC H3T 1C5, Canada; Department of Pediatrics, University of Montreal, Montreal, QC H3T 1C5, Canada
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10
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Schuurmans IK, Smajlagic D, Baltramonaityte V, Malmberg ALK, Neumann A, Creasey N, Felix JF, Tiemeier H, Pingault JB, Czamara D, Raïkkönen K, Page CM, Lyle R, Havdahl A, Lahti J, Walton E, Bekkhus M, Cecil CAM. Genetic susceptibility to neurodevelopmental conditions associates with neonatal DNA methylation patterns in the general population: an individual participant data meta-analysis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.07.01.24309384. [PMID: 39006433 PMCID: PMC11245083 DOI: 10.1101/2024.07.01.24309384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
Background Autism spectrum disorder (ASD), attention-deficit/hyperactivity disorder (ADHD), and schizophrenia (SCZ) are highly heritable and linked to disruptions in foetal (neuro)development. While epigenetic processes are considered an important underlying pathway between genetic susceptibility and neurodevelopmental conditions, it is unclear (i) whether genetic susceptibility to these conditions is associated with epigenetic patterns, specifically DNA methylation (DNAm), already at birth; (ii) to what extent DNAm patterns are unique or shared across conditions, and (iii) whether these neonatal DNAm patterns can be leveraged to enhance genetic prediction of (neuro)developmental outcomes. Methods We conducted epigenome-wide meta-analyses of genetic susceptibility to ASD, ADHD, and schizophrenia, quantified using polygenic scores (PGSs) on cord blood DNAm, using four population-based cohorts (n pooled=5,802), all North European. Heterogeneity statistics were used to estimate overlap in DNAm patterns between PGSs. Subsequently, DNAm-based measures of PGSs were built in a target sample, and used as predictors to test incremental variance explained over PGS in 130 (neuro)developmental outcomes spanning birth to 14 years. Outcomes In probe-level analyses, SCZ-PGS associated with neonatal DNAm at 246 loci (p<9×10-8), predominantly in the major histocompatibility complex. Functional characterization of these DNAm loci confirmed strong genetic effects, significant blood-brain concordance and enrichment for immune-related pathways. 8 loci were identified for ASD-PGS (mapping to FDFT1 and MFHAS1), and none for ADHD-PGS. Regional analyses indicated a large number of differentially methylated regions for all PGSs (SCZ-PGS: 157, ASD-PGS: 130, ADHD-PGS: 166). DNAm signals showed little overlap between PGSs. We found suggestive evidence that incorporating DNAm-based measures of genetic susceptibility at birth increases explained variance for several child cognitive and motor outcomes over and above PGS. Interpretation Genetic susceptibility for neurodevelopmental conditions, particularly schizophrenia, is detectable in cord blood DNAm at birth in a population-based sample, with largely distinct DNAm patterns between PGSs. These findings support an early-origins perspective on schizophrenia. Funding HorizonEurope; European Research Council.
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Affiliation(s)
- I K Schuurmans
- Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands
- The Generation R Study Group, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Child and Adolescent Psychiatry and Psychology, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - D Smajlagic
- PROMENTA Research Centre, Department of Psychology, University of Oslo, Oslo, Norway
| | | | - A L K Malmberg
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - A Neumann
- Department of Child and Adolescent Psychiatry and Psychology, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - N Creasey
- The Generation R Study Group, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Child and Adolescent Psychiatry and Psychology, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Clinical, Educational, and Health Psychology, Division of Psychology & Language Sciences, University College London, London, UK
| | - J F Felix
- The Generation R Study Group, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - H Tiemeier
- Department of Child and Adolescent Psychiatry and Psychology, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - J B Pingault
- Department of Clinical, Educational, and Health Psychology, Division of Psychology & Language Sciences, University College London, London, UK
- Social, Genetic & Developmental Psychiatry (SGDP) Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - D Czamara
- Max-Planck-Institute of Psychiatry, Department Genes and Environment, Munich, Germany
| | - K Raïkkönen
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Obstetrics and Gynecology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - C M Page
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
| | - R Lyle
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
- Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
| | - A Havdahl
- PROMENTA Research Centre, Department of Psychology, University of Oslo, Oslo, Norway
- PsychGen Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
| | - J Lahti
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - E Walton
- Department of Psychology, University of Bath, Bath, United Kingdom
| | - M Bekkhus
- PROMENTA Research Centre, Department of Psychology, University of Oslo, Oslo, Norway
| | - C A M Cecil
- Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Child and Adolescent Psychiatry and Psychology, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands
- Molecular Epidemiology, Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands
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11
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Chen BH, Zhou W. mLiftOver: harmonizing data across Infinium DNA methylation platforms. BIOINFORMATICS (OXFORD, ENGLAND) 2024; 40:btae423. [PMID: 38963309 PMCID: PMC11233119 DOI: 10.1093/bioinformatics/btae423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 06/07/2024] [Accepted: 07/03/2024] [Indexed: 07/05/2024]
Abstract
MOTIVATION Infinium DNA methylation BeadChips are widely used for genome-wide DNA methylation profiling at the population scale. Recent updates to probe content and naming conventions in the EPIC version 2 (EPICv2) arrays have complicated integrating new data with previous Infinium array platforms, such as the MethylationEPIC (EPIC) and the HumanMethylation450 (HM450) BeadChip. RESULTS We present mLiftOver, a user-friendly tool that harmonizes probe ID, methylation level, and signal intensity data across different Infinium platforms. It manages probe replicates, missing data imputation, and platform-specific bias for accurate data conversion. We validated the tool by applying HM450-based cancer classifiers to EPICv2 cancer data, achieving high accuracy. Additionally, we successfully integrated EPICv2 healthy tissue data with legacy HM450 data for tissue identity analysis and produced consistent copy number profiles in cancer cells. AVAILABILITY AND IMPLEMENTATION mLiftOver is implemented R and available in the Bioconductor package SeSAMe (version 1.21.13+): https://bioconductor.org/packages/release/bioc/html/sesame.html. Analysis of EPIC and EPICv2 platform-specific bias and high-confidence mapping is available at https://github.com/zhou-lab/InfiniumAnnotationV1/raw/main/Anno/EPICv2/EPICv2ToEPIC_conversion.tsv.gz. The source code is available at https://github.com/zwdzwd/sesame/blob/devel/R/mLiftOver.R under the MIT license.
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Affiliation(s)
- Brian H Chen
- California Pacific Medical Center Research Institute, Sutter Health, San Francisco, CA 94143, United States
| | - Wanding Zhou
- Center for Computational and Genomic Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA, 19104, United States
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States
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12
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Niceta M, Ciolfi A, Ferilli M, Pedace L, Cappelletti C, Nardini C, Hildonen M, Chiriatti L, Miele E, Dentici ML, Gnazzo M, Cesario C, Pisaneschi E, Baban A, Novelli A, Maitz S, Selicorni A, Squeo GM, Merla G, Dallapiccola B, Tumer Z, Digilio MC, Priolo M, Tartaglia M. DNA methylation profiling in Kabuki syndrome: reclassification of germline KMT2D VUS and sensitivity in validating postzygotic mosaicism. Eur J Hum Genet 2024; 32:819-826. [PMID: 38528056 PMCID: PMC11220151 DOI: 10.1038/s41431-024-01597-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 03/05/2024] [Accepted: 03/13/2024] [Indexed: 03/27/2024] Open
Abstract
Autosomal dominant Kabuki syndrome (KS) is a rare multiple congenital anomalies/neurodevelopmental disorder caused by heterozygous inactivating variants or structural rearrangements of the lysine-specific methyltransferase 2D (KMT2D) gene. While it is often recognizable due to a distinctive gestalt, the disorder is clinically variable, and a phenotypic scoring system has been introduced to help clinicians to reach a clinical diagnosis. The phenotype, however, can be less pronounced in some patients, including those carrying postzygotic mutations. The full spectrum of pathogenic variation in KMT2D has not fully been characterized, which may hamper the clinical classification of a portion of these variants. DNA methylation (DNAm) profiling has successfully been used as a tool to classify variants in genes associated with several neurodevelopmental disorders, including KS. In this work, we applied a KS-specific DNAm signature in a cohort of 13 individuals with KMT2D VUS and clinical features suggestive or overlapping with KS. We succeeded in correctly classifying all the tested individuals, confirming diagnosis for three subjects and rejecting the pathogenic role of 10 VUS in the context of KS. In the latter group, exome sequencing allowed to identify the genetic cause underlying the disorder in three subjects. By testing five individuals with postzygotic pathogenic KMT2D variants, we also provide evidence that DNAm profiling has power to recognize pathogenic variants at different levels of mosaicism, identifying 15% as the minimum threshold for which DNAm profiling can be applied as an informative diagnostic tool in KS mosaics.
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Affiliation(s)
- Marcello Niceta
- Molecular Genetics and Functional Genomics, Bambino Gesù Children's Hospital, IRCCS, 00146, Rome, Italy
| | - Andrea Ciolfi
- Molecular Genetics and Functional Genomics, Bambino Gesù Children's Hospital, IRCCS, 00146, Rome, Italy
| | - Marco Ferilli
- Molecular Genetics and Functional Genomics, Bambino Gesù Children's Hospital, IRCCS, 00146, Rome, Italy
- Department of Computer, Control and Management Engineering, Sapienza University, 00185, Rome, Italy
| | - Lucia Pedace
- Department of Pediatric Hematology/Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, 00165, Rome, Italy
| | - Camilla Cappelletti
- Molecular Genetics and Functional Genomics, Bambino Gesù Children's Hospital, IRCCS, 00146, Rome, Italy
| | - Claudia Nardini
- Department of Pediatric Hematology/Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, 00165, Rome, Italy
| | - Mathis Hildonen
- Department of Clinical Genetics, Kennedy Center, Copenhagen University Hospital, Rigshopsitalet, 2600, Glostrup, Denmark
| | - Luigi Chiriatti
- Molecular Genetics and Functional Genomics, Bambino Gesù Children's Hospital, IRCCS, 00146, Rome, Italy
| | - Evelina Miele
- Department of Pediatric Hematology/Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, 00165, Rome, Italy
| | - Maria Lisa Dentici
- Medical Genetics Unit, Bambino Gesù Children's Hospital, IRCCS, 00146, Rome, Italy
| | - Maria Gnazzo
- Laboratory of Medical Genetics, Translational Cytogenomics Research Unit, Bambino Gesù Children's Hospital, IRCCS, 00146, Rome, Italy
| | - Claudia Cesario
- Laboratory of Medical Genetics, Translational Cytogenomics Research Unit, Bambino Gesù Children's Hospital, IRCCS, 00146, Rome, Italy
| | - Elisa Pisaneschi
- Laboratory of Medical Genetics, Translational Cytogenomics Research Unit, Bambino Gesù Children's Hospital, IRCCS, 00146, Rome, Italy
| | - Anwar Baban
- Pediatric Cardiology and Cardiac Arrhythmias Unit, Department of Pediatric Cardiology and Cardiac Surgery, Bambino Gesù Children's Hospital, IRCCS, 00146, Rome, Italy
| | - Antonio Novelli
- Laboratory of Medical Genetics, Translational Cytogenomics Research Unit, Bambino Gesù Children's Hospital, IRCCS, 00146, Rome, Italy
| | - Silvia Maitz
- Genetica Clinica Pediatrica, Fondazione MBBM, ASST Monza Ospedale San Gerardo, 20900, Monza, Italy
| | | | - Gabriella Maria Squeo
- Laboratory of Regulatory and Functional Genomics, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, 71013, Foggia, Italy
| | - Giuseppe Merla
- Laboratory of Regulatory and Functional Genomics, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, 71013, Foggia, Italy
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131, Naples, Italy
| | - Bruno Dallapiccola
- Molecular Genetics and Functional Genomics, Bambino Gesù Children's Hospital, IRCCS, 00146, Rome, Italy
| | - Zeynep Tumer
- Department of Clinical Genetics, Kennedy Center, Copenhagen University Hospital, Rigshopsitalet, 2600, Glostrup, Denmark
- Department of Clinical Medicine, Faculty of Medicine and Health Sciences, University of Copenhagen, 2200, Copenhagen, Denmark
| | | | - Manuela Priolo
- Medical and Laboratory Genetics, Antonio Cardarelli Hospital, 80131, Naples, Italy
| | - Marco Tartaglia
- Molecular Genetics and Functional Genomics, Bambino Gesù Children's Hospital, IRCCS, 00146, Rome, Italy.
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13
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Sarli C, van der Laan L, Reilly J, Trajkova S, Carli D, Brusco A, Levy MA, Relator R, Kerkhof J, McConkey H, Tedder ML, Skinner C, Alders M, Henneman P, Hennekam RCM, Ciaccio C, D'Arrigo S, Vitobello A, Faivre L, Weber S, Vincent-Devulder A, Perrin L, Bourgois A, Yamamoto T, Metcalfe K, Zollino M, Kini U, Oliveira D, Sousa SB, Williams D, Cappuccio G, Sadikovic B, Brunetti-Pierri N. Blepharophimosis with intellectual disability and Helsmoortel-Van Der Aa Syndrome share episignature and phenotype. AMERICAN JOURNAL OF MEDICAL GENETICS. PART C, SEMINARS IN MEDICAL GENETICS 2024:e32089. [PMID: 38884529 DOI: 10.1002/ajmg.c.32089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 04/10/2024] [Accepted: 05/11/2024] [Indexed: 06/18/2024]
Abstract
Blepharophimosis with intellectual disability (BIS) is a recently recognized disorder distinct from Nicolaides-Baraister syndrome that presents with distinct facial features of blepharophimosis, developmental delay, and intellectual disability. BIS is caused by pathogenic variants in SMARCA2, that encodes the catalytic subunit of the superfamily II helicase group of the BRG1 and BRM-associated factors (BAF) forming the BAF complex, a chromatin remodeling complex involved in transcriptional regulation. Individuals bearing variants within the bipartite nuclear localization (BNL) signal domain of ADNP present with the neurodevelopmental disorder known as Helsmoortel-Van Der Aa Syndrome (HVDAS). Distinct DNA methylation profiles referred to as episignatures have been reported in HVDAS and BAF complex disorders. Due to molecular interactions between ADNP and BAF complex, and an overlapping craniofacial phenotype with narrowing of the palpebral fissures in a subset of patients with HVDAS and BIS, we hypothesized the possibility of a common phenotype-specific episignature. A distinct episignature was shared by 15 individuals with BIS-causing SMARCA2 pathogenic variants and 12 individuals with class II HVDAS caused by truncating pathogenic ADNP variants. This represents first evidence of a sensitive phenotype-specific episignature biomarker shared across distinct genetic conditions that also exhibit unique gene-specific episignatures.
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Affiliation(s)
- Camilla Sarli
- Department of Translational Medicine, Federico II University of Naples, Naples, Italy
| | - Liselot van der Laan
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Jack Reilly
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada
| | - Slavica Trajkova
- Department of Medical Sciences, University of Torino, Turin, Italy
- Molecular Biotechnology Center "Guido Tarone", University of Turin, Turin, Italy
| | - Diana Carli
- Department of Medical Sciences, University of Torino, Turin, Italy
| | - Alfredo Brusco
- Department of Medical Sciences, University of Torino, Turin, Italy
- Medical Genetics Unit, Città della Salute e della Scienza University Hospital, Turin, Italy
- Department of Neurosciences Rita Levi-Montalcini, University of Turin, Turin, Italy
| | - Michael A Levy
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, Ontario, Canada
| | - Raissa Relator
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, Ontario, Canada
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, Ontario, Canada
| | - Haley McConkey
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, Ontario, Canada
| | | | - Cindy Skinner
- Greenwood Genetic Center, Greenwood, South Carolina, USA
| | - Mariëlle Alders
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Peter Henneman
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Raoul C M Hennekam
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Claudia Ciaccio
- Department of Pediatric Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Stefano D'Arrigo
- Department of Pediatric Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Antonio Vitobello
- Department of Genetics, UNICAEN, Caen University Hospital, Normandy University, Caen, France
| | - Laurence Faivre
- Université de Bourgogne, Inserm U1231, Equipe GAD, Dijon, France
- CHU Dijon Bourgogne, Centre de Génétique, Centre de Référence Maladies Rares "Anomalies du Développement et Syndromes Malformatifs", FHU-TRANSLDAD, Dijon, France
| | - Sacha Weber
- Service de Génétique, CHU de Caen-Normandie, Caen, France
- Service de Neurologie, CHU de Caen-Normandie, Caen, France
| | - Aline Vincent-Devulder
- Department of Genetics, UNICAEN, Caen University Hospital, Normandy University, Caen, France
| | - Laurence Perrin
- Department of Genetics, UNICAEN, Caen University Hospital, Normandy University, Caen, France
| | - Alexia Bourgois
- Department of Genetics, UNICAEN, Caen University Hospital, Normandy University, Caen, France
| | - Toshiyuki Yamamoto
- Division of Gene Medicine, Graduate School of Medical Science, Tokyo Women's Medical University, Tokyo, Japan
| | - Kay Metcalfe
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Health Innovation Manchester, Manchester University Foundation NHS Trust, Manchester, UK
- Division of Evolution, Infection and Genomics, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - Marcella Zollino
- Institute of Genomic Medicine, Department of Life Sciences and Public Health, 'Sacro Cuore' Catholic University of Rome, Rome, Italy
- Medical Genetics Unit, Foundation IRCCS AOU Policlinico 'A. Gemelli', Rome, Italy
| | - Usha Kini
- Oxford Centre for Genomic Medicine, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Daniela Oliveira
- Medical Genetics Unit, Hospital Pediátrico, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Sergio B Sousa
- Medical Genetics Unit, Hospital Pediátrico, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Denise Williams
- Department of Clinical Genetics, Birmingham Women's & Children's NHS Foundation Trust, Birmingham, UK
| | - Gerarda Cappuccio
- Department of Translational Medicine, Federico II University of Naples, Naples, Italy
| | - Bekim Sadikovic
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, Ontario, Canada
| | - Nicola Brunetti-Pierri
- Department of Translational Medicine, Federico II University of Naples, Naples, Italy
- Telethon Institute of Genetics and Medicine, Pozzuoli, Italy
- Scuola Superiore Meridionale (SSM, School of Advanced Studies), Genomics and Experimental Medicine Program, University of Naples Federico II, Naples, Italy
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14
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Rots D, Rooney K, Relator R, Kerkhof J, McConkey H, Pfundt R, Marcelis C, Willemsen MH, van Hagen JM, Zwijnenburg P, Alders M, Õunap K, Reimand T, Fjodorova O, Berland S, Liahjell EB, Bojovic O, Kriek M, Ruivenkamp C, Bonati MT, Brunner HG, Vissers LELM, Sadikovic B, Kleefstra T. Refining the 9q34.3 microduplication syndrome reveals mild neurodevelopmental features associated with a distinct global DNA methylation profile. Clin Genet 2024; 105:655-660. [PMID: 38384171 DOI: 10.1111/cge.14498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 01/19/2024] [Accepted: 01/27/2024] [Indexed: 02/23/2024]
Abstract
Precise regulation of gene expression is important for correct neurodevelopment. 9q34.3 deletions affecting the EHMT1 gene result in a syndromic neurodevelopmental disorder named Kleefstra syndrome. In contrast, duplications of the 9q34.3 locus encompassing EHMT1 have been suggested to cause developmental disorders, but only limited information has been available. We have identified 15 individuals from 10 unrelated families, with 9q34.3 duplications <1.5 Mb in size, encompassing EHMT1 entirely. Clinical features included mild developmental delay, mild intellectual disability or learning problems, autism spectrum disorder, and behavior problems. The individuals did not consistently display dysmorphic features, congenital anomalies, or growth abnormalities. DNA methylation analysis revealed a weak DNAm profile for the cases with 9q34.3 duplication encompassing EHMT1, which could segregate the majority of the affected cases from controls. This study shows that individuals with 9q34.3 duplications including EHMT1 gene present with mild non-syndromic neurodevelopmental disorders and DNA methylation changes different from Kleefstra syndrome.
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Affiliation(s)
- Dmitrijs Rots
- Department of Human Genetics, Radboudumc, Nijmegen, The Netherlands
- Department of Human Genetics Radboudumc, Donders Center for Medical Neuroscience, Nijmegen, The Netherlands
- Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
- Genetics Laboratory, Children's Clinical University Hospital, Riga, Latvia
| | - Kathleen Rooney
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, Ontario, Canada
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada
| | - Raissa Relator
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, Ontario, Canada
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, Ontario, Canada
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, Ontario, Canada
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada
| | - Rolph Pfundt
- Department of Human Genetics, Radboudumc, Nijmegen, The Netherlands
| | - Carlo Marcelis
- Department of Human Genetics, Radboudumc, Nijmegen, The Netherlands
| | | | - Johanna M van Hagen
- Department of Human Genetics, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Petra Zwijnenburg
- Department of Human Genetics, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Marielle Alders
- Department of Human Genetics, Amsterdam Reproduction & development Research Institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Katrin Õunap
- Department of Clinical Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia
- Department of Clinical Genetics, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Tiia Reimand
- Department of Clinical Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia
- Department of Clinical Genetics, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Olga Fjodorova
- Department of Laboratory Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia
| | - Siren Berland
- Department of Mental Health, Møre og Romsdal Hospital Trust, Ålesund, Norway
| | | | - Ognjen Bojovic
- Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway
| | - Marjolein Kriek
- Department of Clinical Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Claudia Ruivenkamp
- Department of Clinical Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Maria Teresa Bonati
- Department of Genetics, Institute for Maternal and Child Health IRCCS Burlo Garofolo, Trieste, Italy
| | - Han G Brunner
- Department of Human Genetics, Radboudumc, Nijmegen, The Netherlands
- Department of Clinical Genetics, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Lisenka E L M Vissers
- Department of Human Genetics, Radboudumc, Nijmegen, The Netherlands
- Department of Human Genetics Radboudumc, Donders Center for Medical Neuroscience, Nijmegen, The Netherlands
| | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, Ontario, Canada
| | - Tjitske Kleefstra
- Department of Human Genetics, Radboudumc, Nijmegen, The Netherlands
- Department of Human Genetics Radboudumc, Donders Center for Medical Neuroscience, Nijmegen, The Netherlands
- Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
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15
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Kernohan KD, Boycott KM. The expanding diagnostic toolbox for rare genetic diseases. Nat Rev Genet 2024; 25:401-415. [PMID: 38238519 DOI: 10.1038/s41576-023-00683-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/22/2023] [Indexed: 05/23/2024]
Abstract
Genomic technologies, such as targeted, exome and short-read genome sequencing approaches, have revolutionized the care of patients with rare genetic diseases. However, more than half of patients remain without a diagnosis. Emerging approaches from research-based settings such as long-read genome sequencing and optical genome mapping hold promise for improving the identification of disease-causal genetic variants. In addition, new omic technologies that measure the transcriptome, epigenome, proteome or metabolome are showing great potential for variant interpretation. As genetic testing options rapidly expand, the clinical community needs to be mindful of their individual strengths and limitations, as well as remaining challenges, to select the appropriate diagnostic test, correctly interpret results and drive innovation to address insufficiencies. If used effectively - through truly integrative multi-omics approaches and data sharing - the resulting large quantities of data from these established and emerging technologies will greatly improve the interpretative power of genetic and genomic diagnostics for rare diseases.
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Affiliation(s)
- Kristin D Kernohan
- CHEO Research Institute, University of Ottawa, Ottawa, ON, Canada
- Newborn Screening Ontario, CHEO, Ottawa, ON, Canada
| | - Kym M Boycott
- CHEO Research Institute, University of Ottawa, Ottawa, ON, Canada.
- Department of Genetics, CHEO, Ottawa, ON, Canada.
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16
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Schrier Vergano SA. ARID2, a milder cause of Coffin-Siris Syndrome? Broadening the phenotype with 17 additional individuals. Am J Med Genet A 2024; 194:e63540. [PMID: 38243407 DOI: 10.1002/ajmg.a.63540] [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: 05/18/2023] [Revised: 12/26/2023] [Accepted: 01/05/2024] [Indexed: 01/21/2024]
Abstract
Coffin-Siris Syndrome (CSS, MIM 135900) is now a well-described genetic condition caused by pathogenic variants in the Bromocriptine activating factor (BAF) complex, including ARID1B, ARID1A, ARID2, SMARCA4, SMARCE1, SMARCB1, SOX11, SMARCC2, DPF2, and more recently, BICRA. Individuals with CSS have a spectrum of various medical challenges, most often evident at birth, including feeding difficulties, hypotonia, organ-system anomalies, and learning and developmental differences. The classic finding of fifth digit hypo- or aplasia is seen variably. ARID2, previously described, is one of the less frequently observed gene changes in CSS. Although individuals with ARID2 have been reported to have classic features of CSS including hypertrichosis, coarse facial features, short stature, and fifth digit anomalies, as with many of the other CSS genes, there appears to be a spectrum of phenotypes. We report here a cohort of 17 individuals with ARID2 variants from the Coffin-Siris/BAF clinical registry and detail their medical challenges as well as developmental progress. Feeding difficulties, hypotonia, and short stature occur often, and hip dysplasia appears to occur more often than with other genes, however more severe medical challenges such as significant brain and cardiac malformations are rarer. Individuals appear to have mild to moderate intellectual impairment and may carry additional diagnoses such as ADHD. Further phenotypic description of this gene will aid clinicians caring for individuals with this rarer form of CSS.
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Affiliation(s)
- Samantha A Schrier Vergano
- Division of Medical Genetics and Metabolism, Children's Hospital of The King's Daughters, Norfolk, Virginia, USA
- Department of Pediatrics, Eastern Virginia Medical School, Norfolk, Virginia, USA
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17
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Marchetti GB, Milani D, Pisciotta L, Pezzoli L, Marchisio P, Rinaldi B, Iascone M. The Phenotype-Based Approach Can Solve Cold Cases: The Paradigm of Mosaic Mutations of the CREBBP Gene. Genes (Basel) 2024; 15:654. [PMID: 38927590 PMCID: PMC11202993 DOI: 10.3390/genes15060654] [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: 04/19/2024] [Revised: 05/17/2024] [Accepted: 05/20/2024] [Indexed: 06/28/2024] Open
Abstract
Rubinstein-Taybi syndrome (RTS) is a rare genetic disorder characterized by intellectual disability, facial dysmorphisms, and enlarged thumbs and halluces. Approximately 55% of RTS cases result from pathogenic variants in the CREBBP gene, with an additional 8% linked to the EP300 gene. Given the close relationship between these two genes and their involvement in epigenomic modulation, RTS is grouped into chromatinopathies. The extensive clinical heterogeneity observed in RTS, coupled with the growing number of disorders involving the epigenetic machinery, poses a challenge to a phenotype-based diagnostic approach for these conditions. Here, we describe the first case of a patient clinically diagnosed with RTS with a CREBBP truncating variant in mosaic form. We also review previously described cases of mosaicism in CREBBP and apply clinical diagnostic guidelines to these patients, confirming the good specificity of the consensus. Nonetheless, these reports raise questions about the potential underdiagnosis of milder cases of RTS. The application of a targeted phenotype-based approach, coupled with high-depth NGS, may enhance the diagnostic yield of whole-exome sequencing (WES) in mild and mosaic conditions.
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Affiliation(s)
| | - Donatella Milani
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico di Milano, 20122 Milano, Italy
| | - Livia Pisciotta
- Università degli Studi di Milano Statale, 20122 Milano, Italy; (G.B.M.); (L.P.); (P.M.)
- Child Neuropsychiatry Unit, ASST Fatebenefratelli Sacco, 20100 Milano, Italy
| | - Laura Pezzoli
- Laboratorio di Genetica Medica, ASST Papa Giovanni XXIII, 24127 Bergamo, Italy; (L.P.); (M.I.)
| | - Paola Marchisio
- Università degli Studi di Milano Statale, 20122 Milano, Italy; (G.B.M.); (L.P.); (P.M.)
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico di Milano, 20122 Milano, Italy
| | - Berardo Rinaldi
- Medical Genetics Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy;
| | - Maria Iascone
- Laboratorio di Genetica Medica, ASST Papa Giovanni XXIII, 24127 Bergamo, Italy; (L.P.); (M.I.)
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18
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Lacombe D, Bloch-Zupan A, Bredrup C, Cooper EB, Houge SD, García-Miñaúr S, Kayserili H, Larizza L, Lopez Gonzalez V, Menke LA, Milani D, Saettini F, Stevens CA, Tooke L, Van der Zee JA, Van Genderen MM, Van-Gils J, Waite J, Adrien JL, Bartsch O, Bitoun P, Bouts AHM, Cueto-González AM, Dominguez-Garrido E, Duijkers FA, Fergelot P, Halstead E, Huisman SA, Meossi C, Mullins J, Nikkel SM, Oliver C, Prada E, Rei A, Riddle I, Rodriguez-Fonseca C, Rodríguez Pena R, Russell J, Saba A, Santos-Simarro F, Simpson BN, Smith DF, Stevens MF, Szakszon K, Taupiac E, Totaro N, Valenzuena Palafoll I, Van Der Kaay DCM, Van Wijk MP, Vyshka K, Wiley S, Hennekam RC. Diagnosis and management in Rubinstein-Taybi syndrome: first international consensus statement. J Med Genet 2024; 61:503-519. [PMID: 38471765 PMCID: PMC11137475 DOI: 10.1136/jmg-2023-109438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 02/15/2024] [Indexed: 03/14/2024]
Abstract
Rubinstein-Taybi syndrome (RTS) is an archetypical genetic syndrome that is characterised by intellectual disability, well-defined facial features, distal limb anomalies and atypical growth, among numerous other signs and symptoms. It is caused by variants in either of two genes (CREBBP, EP300) which encode for the proteins CBP and p300, which both have a function in transcription regulation and histone acetylation. As a group of international experts and national support groups dedicated to the syndrome, we realised that marked heterogeneity currently exists in clinical and molecular diagnostic approaches and care practices in various parts of the world. Here, we outline a series of recommendations that document the consensus of a group of international experts on clinical diagnostic criteria for types of RTS (RTS1: CREBBP; RTS2: EP300), molecular investigations, long-term management of various particular physical and behavioural issues and care planning. The recommendations as presented here will need to be evaluated for improvements to allow for continued optimisation of diagnostics and care.
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Affiliation(s)
- Didier Lacombe
- Department of Medical Genetics, University Hospital of Bordeaux, and INSERM U1211, University of Bordeaux, 33076 Bordeaux, France
| | - Agnès Bloch-Zupan
- Faculté de Chirurgie Dentaire, Université de Strasbourg, and Centre de référence des maladies rares orales et dentaires, Hôpitaux Universitaires de Strasbourg, Strasbourg, and Institut de Génétique et de Biologie Moléculaire et Cellulaire, INSERM U1258, Illkirch, France
| | - Cecilie Bredrup
- Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Edward B Cooper
- Department of Anesthesiology, Cincinnati Children's Hospital, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Sofia Douzgou Houge
- Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway and Division of Evolution, Infection and Genomics, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Sixto García-Miñaúr
- Instituto de Genética Médica y Molecular (INGEMM), Hospital Universitario La Paz, Madrid, Spain
| | - Hülya Kayserili
- Department of Medical Genetics, Koc University School of Medicine (KUSOM), 34010 Istanbul, Turkey
| | - Lidia Larizza
- Laboratorio di Ricerca in Citogenetica medica e Genetica Molecolare, Centro di Ricerche e Tecnologie Biomediche IRCCS-Istituto Auxologico Italiano, Milano, Italy
| | - Vanesa Lopez Gonzalez
- Department of Pediatrics, Medical Genetics Section, Virgen de la Arrixaca University Hospital, IMIB, CIBERER, Murcia, Spain
| | - Leonie A Menke
- Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Donatella Milani
- Fondazione IRCCS, Ca'Granda Ospedale Maggiore, 20122 Milan, Italy
| | - Francesco Saettini
- Fondazione Matilde Tettamanti Menotti De Marchi Onlus, Fondazione Monza e Brianza per il Bambino e la sua Mamma, Monza, Italy
| | - Cathy A Stevens
- Department of Pediatrics, University of Tennessee College of Medicine, Chattanooga, Tennessee, USA
| | - Lloyd Tooke
- Department of Pediatrics, Groote Schuur Hospital, University of Cape Town, Cape Town, South Africa
| | - Jill A Van der Zee
- Department of Pediatric Urology, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Maria M Van Genderen
- Bartiméus Diagnostic Center for complex visual disorders, Zeist and Department of Ophthalmology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Julien Van-Gils
- Department of Medical Genetics, University Hospital of Bordeaux, and INSERM U1211, University of Bordeaux, 33076 Bordeaux, France
| | - Jane Waite
- School of Psychology, College of Health and Life Sciences, Aston University, Birmingham, UK
| | - Jean-Louis Adrien
- Université de Paris, Laboratoire de Psychopathologie et Processus de Santé, Boulogne Billancourt, France
| | - Oliver Bartsch
- MVZ - Humangenetik, University Medical Center, Johannes Gutenberg University Mainz, 55131 Mainz, Germany
| | - Pierre Bitoun
- Département de Genetique, SIDVA 91, Juvisy-sur-Orge, France
| | - Antonia H M Bouts
- Department of Pediatric Nephrology, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Anna M Cueto-González
- Department of Clinical and Molecular Genetics, University Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | | | - Floor A Duijkers
- Department of Human Genetics, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Patricia Fergelot
- Department of Medical Genetics, University Hospital of Bordeaux, and INSERM U1211, University of Bordeaux, 33076 Bordeaux, France
| | - Elizabeth Halstead
- Psychology and Human Development Department, University College London, London, UK
| | - Sylvia A Huisman
- Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
- Zodiak, Prinsenstichting, Purmerend, Netherlands
| | - Camilla Meossi
- Fondazione IRCCS, Ca'Granda Ospedale Maggiore, 20122 Milan, Italy
| | - Jo Mullins
- Rubinstein-Taybi Syndrome Support Group, Registered Charity, Rickmansworth, UK
| | - Sarah M Nikkel
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Chris Oliver
- School of Psychology, University of Birmingham, Edgbaston, UK
| | - Elisabetta Prada
- Fondazione IRCCS, Ca'Granda Ospedale Maggiore, 20122 Milan, Italy
| | - Alessandra Rei
- Associazione Rubinstein-Taybi Syndrome-Una Vita Speciale, Organizzazione di Volontariato (ODV), Gornate Olona, Varese, Italy
| | - Ilka Riddle
- Division of Developmental and Behavioral Pediatrics, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | | | | | - Janet Russell
- Associazione Rubinstein-Taybi Syndrome-Una Vita Speciale, Organizzazione di Volontariato (ODV), Gornate Olona, Varese, Italy
| | | | - Fernando Santos-Simarro
- Unit of Molecular Diagnostics and Clinical Genetics, Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands (IdISBa), Palma, Spain
| | - Brittany N Simpson
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, Cincinnati School of Medicine, Cincinnati, Ohio, USA
| | - David F Smith
- Department of Pediatric Otolaryngology, Cincinnati Children's Hospital Medical Center, and Department of Otolaryngology - Head and Neck Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Markus F Stevens
- Department of Anesthesiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Katalin Szakszon
- Institution of Pediatrics, University of Debrecen Clinical Centre, Debrecen, Hungary
| | - Emmanuelle Taupiac
- Department of Medical Genetics, University Hospital of Bordeaux, and INSERM U1211, University of Bordeaux, 33076 Bordeaux, France
| | - Nadia Totaro
- Associazione Rubinstein-Taybi Syndrome-Una Vita Speciale, Organizzazione di Volontariato (ODV), Gornate Olona, Varese, Italy
| | - Irene Valenzuena Palafoll
- Department of Clinical and Molecular Genetics, University Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Daniëlle C M Van Der Kaay
- Division of Paediatric Endocrinology, Department of Paediatrics, Erasmus University Medical Centre, Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Michiel P Van Wijk
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, University Amsterdam, Amsterdam, Netherlands
| | - Klea Vyshka
- European Reference Network on Rare Congenital Malformations and Rare Intellectual Disability (ERN-ITHACA), Robert Debré University Hospital, Paris, France
| | - Susan Wiley
- Division of Developmental and Behavioral Pediatrics, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Raoul C Hennekam
- Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
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19
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Goldberg DC, Cloud C, Lee SM, Barnes B, Gruber S, Kim E, Pottekat A, Westphal M, McAuliffe L, Majournie E, KalayilManian M, Zhu Q, Tran C, Hansen M, Parker JB, Kohli RM, Porecha R, Renke N, Zhou W. MSA: scalable DNA methylation screening BeadChip for high-throughput trait association studies. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.17.594606. [PMID: 38826316 PMCID: PMC11142114 DOI: 10.1101/2024.05.17.594606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
The Infinium DNA Methylation BeadChips have significantly contributed to population-scale epigenetics research by enabling epigenome-wide trait association discoveries. Here, we design, describe, and experimentally verify a new iteration of this technology, the Methylation Screening Array (MSA), to focus on human trait screening and discovery. This array utilizes extensive data from previous Infinium platform-based epigenome-wide association studies (EWAS). It incorporates knowledge from the latest single-cell and cell type-resolution whole genome methylome profiles. The MSA is engineered to achieve scalable screening of epigenetics-trait association in an ultra-high sample throughput. Our design encompassed diverse human trait associations, including those with genetic, cellular, environmental, and demographical variables and human diseases such as genetic, neurodegenerative, cardiovascular, infectious, and immune diseases. We comprehensively evaluated this array's reproducibility, accuracy, and capacity for cell-type deconvolution and supporting 5-hydroxymethylation profiling in diverse human tissues. Our first atlas data using this platform uncovered the complex chromatin and tissue contexts of DNA modification variations and genetic variants linked to human phenotypes.
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Affiliation(s)
- David C Goldberg
- Center for Computational and Genomic Medicine, The Children’s Hospital of Philadelphia, PA, 19104, USA
| | - Cameron Cloud
- Center for Computational and Genomic Medicine, The Children’s Hospital of Philadelphia, PA, 19104, USA
| | - Sol Moe Lee
- Center for Computational and Genomic Medicine, The Children’s Hospital of Philadelphia, PA, 19104, USA
| | | | | | - Elliot Kim
- Center for Computational and Genomic Medicine, The Children’s Hospital of Philadelphia, PA, 19104, USA
| | | | | | | | | | | | | | | | | | - Jared B Parker
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Rahul M Kohli
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | | | | | - Wanding Zhou
- Center for Computational and Genomic Medicine, The Children’s Hospital of Philadelphia, PA, 19104, USA
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
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20
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Dias KR, Shrestha R, Schofield D, Evans CA, O'Heir E, Zhu Y, Zhang F, Standen K, Weisburd B, Stenton SL, Sanchis-Juan A, Brand H, Talkowski ME, Ma A, Ghedia S, Wilson M, Sandaradura SA, Smith J, Kamien B, Turner A, Bakshi M, Adès LC, Mowat D, Regan M, McGillivray G, Savarirayan R, White SM, Tan TY, Stark Z, Brown NJ, Pérez-Jurado LA, Krzesinski E, Hunter MF, Akesson L, Fennell AP, Yeung A, Boughtwood T, Ewans LJ, Kerkhof J, Lucas C, Carey L, French H, Rapadas M, Stevanovski I, Deveson IW, Cliffe C, Elakis G, Kirk EP, Dudding-Byth T, Fletcher J, Walsh R, Corbett MA, Kroes T, Gecz J, Meldrum C, Cliffe S, Wall M, Lunke S, North K, Amor DJ, Field M, Sadikovic B, Buckley MF, O'Donnell-Luria A, Roscioli T. Narrowing the diagnostic gap: Genomes, episignatures, long-read sequencing, and health economic analyses in an exome-negative intellectual disability cohort. Genet Med 2024; 26:101076. [PMID: 38258669 DOI: 10.1016/j.gim.2024.101076] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 01/12/2024] [Accepted: 01/16/2024] [Indexed: 01/24/2024] Open
Abstract
PURPOSE Genome sequencing (GS)-specific diagnostic rates in prospective tightly ascertained exome sequencing (ES)-negative intellectual disability (ID) cohorts have not been reported extensively. METHODS ES, GS, epigenetic signatures, and long-read sequencing diagnoses were assessed in 74 trios with at least moderate ID. RESULTS The ES diagnostic yield was 42 of 74 (57%). GS diagnoses were made in 9 of 32 (28%) ES-unresolved families. Repeated ES with a contemporary pipeline on the GS-diagnosed families identified 8 of 9 single-nucleotide variations/copy-number variations undetected in older ES, confirming a GS-unique diagnostic rate of 1 in 32 (3%). Episignatures contributed diagnostic information in 9% with GS corroboration in 1 of 32 (3%) and diagnostic clues in 2 of 32 (6%). A genetic etiology for ID was detected in 51 of 74 (69%) families. Twelve candidate disease genes were identified. Contemporary ES followed by GS cost US$4976 (95% CI: $3704; $6969) per diagnosis and first-line GS at a cost of $7062 (95% CI: $6210; $8475) per diagnosis. CONCLUSION Performing GS only in ID trios would be cost equivalent to ES if GS were available at $2435, about a 60% reduction from current prices. This study demonstrates that first-line GS achieves higher diagnostic rate than contemporary ES but at a higher cost.
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Affiliation(s)
- Kerith-Rae Dias
- Neuroscience Research Australia, Sydney, NSW, Australia; Prince of Wales Clinical School, Faculty of Medicine and Health, University of New South Wales, Sydney, NSW, Australia
| | - Rupendra Shrestha
- Centre for Economic Impacts of Genomic Medicine, Macquarie Business School, Macquarie University, Sydney, NSW, Australia
| | - Deborah Schofield
- Centre for Economic Impacts of Genomic Medicine, Macquarie Business School, Macquarie University, Sydney, NSW, Australia
| | - Carey-Anne Evans
- Neuroscience Research Australia, Sydney, NSW, Australia; New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Emily O'Heir
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Ying Zhu
- Neuroscience Research Australia, Sydney, NSW, Australia; New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia; The Genetics of Learning Disability Service, Waratah, NSW, Australia
| | - Futao Zhang
- Neuroscience Research Australia, Sydney, NSW, Australia; New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Krystle Standen
- New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Ben Weisburd
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Sarah L Stenton
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Alba Sanchis-Juan
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Harrison Brand
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Michael E Talkowski
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Alan Ma
- Department of Clinical Genetics, Children's Hospital at Westmead, Sydney Children's Hospital Network, Sydney, NSW, Australia; Specialty of Genomic Medicine, Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Sondy Ghedia
- Department of Clinical Genetics, Royal North Shore Hospital, Sydney, NSW, Australia; Northern Clinical School, Royal North Shore Hospital, Sydney, NSW, Australia
| | - Meredith Wilson
- Department of Clinical Genetics, Children's Hospital at Westmead, Sydney Children's Hospital Network, Sydney, NSW, Australia
| | - Sarah A Sandaradura
- Department of Clinical Genetics, Children's Hospital at Westmead, Sydney Children's Hospital Network, Sydney, NSW, Australia; Disciplines of Child and Adolescent Health and Genetic Medicine, University of Sydney, Sydney, NSW 2050, Australia
| | - Janine Smith
- Department of Clinical Genetics, Children's Hospital at Westmead, Sydney Children's Hospital Network, Sydney, NSW, Australia; Specialty of Genomic Medicine, Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Benjamin Kamien
- Genetic Services of Western Australia, Perth, WA, Australia; School of Paediatrics and Child Health, University of Western Australia, Perth, WA, Australia
| | - Anne Turner
- Centre for Clinical Genetics, Sydney Children's Hospital, Sydney, NSW, Australia
| | - Madhura Bakshi
- Department of Clinical Genetics, Liverpool Hospital, Sydney, NSW, Australia
| | - Lesley C Adès
- Department of Clinical Genetics, Children's Hospital at Westmead, Sydney Children's Hospital Network, Sydney, NSW, Australia; Disciplines of Child and Adolescent Health and Genetic Medicine, University of Sydney, Sydney, NSW 2050, Australia
| | - David Mowat
- Centre for Clinical Genetics, Sydney Children's Hospital, Sydney, NSW, Australia; Discipline of Paediatrics & Child Health, Faculty of Medicine and Health, School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Matthew Regan
- Monash Genetics, Monash Health, Melbourne, VIC, Australia
| | - George McGillivray
- Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Melbourne, VIC 3052, Australia
| | - Ravi Savarirayan
- Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Melbourne, VIC 3052, Australia; Murdoch Children's Research Institute, Melbourne, VIC, Australia; Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
| | - Susan M White
- Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Melbourne, VIC 3052, Australia; Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
| | - Tiong Yang Tan
- Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Melbourne, VIC 3052, Australia; Murdoch Children's Research Institute, Melbourne, VIC, Australia; Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
| | - Zornitza Stark
- Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Melbourne, VIC 3052, Australia; Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia; Australian Genomics, Melbourne, VIC, Australia
| | - Natasha J Brown
- Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Melbourne, VIC 3052, Australia; Murdoch Children's Research Institute, Melbourne, VIC, Australia; Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
| | - Luis A Pérez-Jurado
- Genetics Unit, Universitat Pompeu Fabra, Institut Hospital del Mar d'Investigacions Mediques (IMIM), Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Barcelona, Spain; Women's and Children's Hospital, South Australian Health and Medical Research Institute & University of Adelaide, Adelaide, SA, Australia
| | - Emma Krzesinski
- Monash Genetics, Monash Health, Melbourne, VIC, Australia; Department of Paediatrics, Monash University, Melbourne, VIC, Australia
| | - Matthew F Hunter
- Monash Genetics, Monash Health, Melbourne, VIC, Australia; Department of Paediatrics, Monash University, Melbourne, VIC, Australia
| | - Lauren Akesson
- Melbourne Pathology, Melbourne, VIC, Australia; Department of Pathology, The Royal Melbourne Hospital, Melbourne, VIC, Australia; Melbourne Medical School, University of Melbourne, Melbourne, VIC, Australia
| | - Andrew Paul Fennell
- Monash Genetics, Monash Health, Melbourne, VIC, Australia; Department of Paediatrics, Monash University, Melbourne, VIC, Australia
| | - Alison Yeung
- Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Melbourne, VIC 3052, Australia; Murdoch Children's Research Institute, Melbourne, VIC, Australia; Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
| | - Tiffany Boughtwood
- Murdoch Children's Research Institute, Melbourne, VIC, Australia; Australian Genomics, Melbourne, VIC, Australia
| | - Lisa J Ewans
- Centre for Clinical Genetics, Sydney Children's Hospital, Sydney, NSW, Australia; Discipline of Paediatrics & Child Health, Faculty of Medicine and Health, School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia; Genomics and Inherited Disease Program, Garvan Institute of Medical Research, University of New South Wales Sydney, Sydney, NSW, Australia
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre London Health Sciences Centre, London, ON, Canada
| | - Christopher Lucas
- New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Louise Carey
- New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Hugh French
- Department of Medical Genomics, Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Melissa Rapadas
- Genomics and Inherited Disease Program, Garvan Institute of Medical Research, University of New South Wales Sydney, Sydney, NSW, Australia; Centre for Population Genomics, Garvan Institute of Medical Research and Murdoch Children's Research Institute, Sydney, NSW, Australia
| | - Igor Stevanovski
- Genomics and Inherited Disease Program, Garvan Institute of Medical Research, University of New South Wales Sydney, Sydney, NSW, Australia; Centre for Population Genomics, Garvan Institute of Medical Research and Murdoch Children's Research Institute, Sydney, NSW, Australia
| | - Ira W Deveson
- Genomics and Inherited Disease Program, Garvan Institute of Medical Research, University of New South Wales Sydney, Sydney, NSW, Australia; Centre for Population Genomics, Garvan Institute of Medical Research and Murdoch Children's Research Institute, Sydney, NSW, Australia; St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Corrina Cliffe
- New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia
| | - George Elakis
- New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Edwin P Kirk
- New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia; Centre for Clinical Genetics, Sydney Children's Hospital, Sydney, NSW, Australia; Discipline of Paediatrics & Child Health, Faculty of Medicine and Health, School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia
| | | | - Janice Fletcher
- New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Rebecca Walsh
- New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Mark A Corbett
- Adelaide Medical School and Robinson Research Institute, University of Adelaide, Adelaide, SA, Australia
| | - Thessa Kroes
- Adelaide Medical School and Robinson Research Institute, University of Adelaide, Adelaide, SA, Australia
| | - Jozef Gecz
- Adelaide Medical School and Robinson Research Institute, University of Adelaide, Adelaide, SA, Australia; South Australian Health and Medical Research Institute, Adelaide, SA, Australia
| | - Cliff Meldrum
- State Wide Service, New South Wales Health Pathology, Sydney, NSW, Australia
| | - Simon Cliffe
- State Wide Service, New South Wales Health Pathology, Sydney, NSW, Australia
| | - Meg Wall
- Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Melbourne, VIC 3052, Australia
| | - Sebastian Lunke
- Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Melbourne, VIC 3052, Australia
| | - Kathryn North
- Murdoch Children's Research Institute, Melbourne, VIC, Australia; Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia; Australian Genomics, Melbourne, VIC, Australia; Global Alliance for Genomics and Health, Toronto, ON, Canada
| | - David J Amor
- Murdoch Children's Research Institute, Melbourne, VIC, Australia; Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
| | - Michael Field
- The Genetics of Learning Disability Service, Waratah, NSW, Australia
| | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre London Health Sciences Centre, London, ON, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Michael F Buckley
- New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Anne O'Donnell-Luria
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts; Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA
| | - Tony Roscioli
- Neuroscience Research Australia, Sydney, NSW, Australia; Prince of Wales Clinical School, Faculty of Medicine and Health, University of New South Wales, Sydney, NSW, Australia; New South Wales Health Pathology Randwick Genomics, Prince of Wales Hospital, Sydney, NSW, Australia.
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21
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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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22
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Bianchi C, Margot H, Fernandes H, Pasquet M, Priqueler L, Roy-Peaud F, Bauduer F, Bayart S, Garnier N, Fain O, Van Gils J, Joly SB, Rialland F, Paillard C, Deparis M, Lambilliotte A, Leblanc T, Fahd M, Leverger G, Héritier S, Geneviève D, Rieux-Laucat F, Picard C, Neyraud C, Aladjidi N. Autoimmune cytopenia and Kabuki syndrome in paediatrics: Insights in 11 patients. Br J Haematol 2024; 204:1899-1907. [PMID: 38432067 DOI: 10.1111/bjh.19387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 02/16/2024] [Accepted: 02/24/2024] [Indexed: 03/05/2024]
Abstract
Kabuki syndrome (KS) is now listed in the Human Inborn Errors of Immunity (IEI) Classification. It is a rare disease caused by KMT2D and KDM6A variants, dominated by intellectual disability and characteristic facial features. Recurrently, pathogenic variants are identified in those genes in patients examined for autoimmune cytopenia (AIC), but interpretation remains challenging. This study aims to describe the genetic diagnosis and the clinical management of patients with paediatric-onset AIC and KS. Among 11 patients with AIC and KS, all had chronic immune thrombocytopenic purpura, and seven had Evans syndrome. All had other associated immunopathological manifestations, mainly symptomatic hypogammaglobinaemia. They had a median of 8 (5-10) KS-associated manifestations. Pathogenic variants were detected in KMT2D gene without clustering, during the immunological work-up of AIC in three cases, and the clinical strategy to validate them is emphasized. Eight patients received second-line treatments, mainly rituximab and mycophenolate mofetil. With a median follow-up of 17 (2-31) years, 8/10 alive patients still needed treatment for AIC. First-line paediatricians should be able to recognize and confirm KS in children with ITP or multiple AIC, to provide early appropriate clinical management and specific long-term follow-up. The epigenetic immune dysregulation in KS opens exciting new perspectives.
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MESH Headings
- Humans
- Vestibular Diseases/genetics
- Vestibular Diseases/diagnosis
- Child
- Face/abnormalities
- Female
- Male
- Child, Preschool
- Abnormalities, Multiple/genetics
- Adolescent
- Histone Demethylases/genetics
- Neoplasm Proteins/genetics
- Hematologic Diseases/genetics
- DNA-Binding Proteins/genetics
- Purpura, Thrombocytopenic, Idiopathic/genetics
- Purpura, Thrombocytopenic, Idiopathic/therapy
- Purpura, Thrombocytopenic, Idiopathic/diagnosis
- Infant
- Thrombocytopenia/genetics
- Thrombocytopenia/diagnosis
- Thrombocytopenia/etiology
- Thrombocytopenia/therapy
- Anemia, Hemolytic, Autoimmune/genetics
- Anemia, Hemolytic, Autoimmune/diagnosis
- Anemia, Hemolytic, Autoimmune/therapy
- Autoimmune Diseases/genetics
- Autoimmune Diseases/diagnosis
- Rituximab/therapeutic use
- Mutation
- Cytopenia
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Affiliation(s)
- Chloé Bianchi
- Pediatric Haemato-Immunology, CIC1401, INSERM CICP, National Reference Center for Autoimmune Cytopenias in Children (CEREVANCE), Bordeaux University Hospital, Bordeaux, France
| | - Henri Margot
- Department of Medical Genetics, MRGM INSERM U1211, Bordeaux University Hospital, University of Bordeaux, Bordeaux, France
| | - Helder Fernandes
- Pediatric Haemato-Immunology, CIC1401, INSERM CICP, National Reference Center for Autoimmune Cytopenias in Children (CEREVANCE), Bordeaux University Hospital, Bordeaux, France
| | - Marlène Pasquet
- Pediatric Oncology Immunology Hematology Unit, Children's University Hospital, Toulouse, France
| | - Laurence Priqueler
- Department of Pediatrics, Mont de Marsan Hospital Center, Mont de Marsan, France
| | | | | | - Sophie Bayart
- Pediatric Hematology Unit, Rennes University Hospital, Rennes, France
| | - Nathalie Garnier
- Institute of Pediatric Hematology and Oncology, Hospices Civils de Lyon, Lyon, France
| | - Olivier Fain
- Sorbonne Université, Service de Médecine Interne, AP-HP Hôpital Saint Antoine, Paris, France
| | - Julien Van Gils
- Department of Medical Genetics, MRGM INSERM U1211, Bordeaux University Hospital, University of Bordeaux, Bordeaux, France
| | | | - Fanny Rialland
- Pediatric Oncology Immunology Hematology Unit, Nantes University Hospital, Nantes, France
| | - Catherine Paillard
- Department of Pediatric Hematology and Oncology, Hautepierre University Hospital, Strasbourg, France
| | - Marianna Deparis
- Pediatric Oncology-Hematology Unit, Caen University Hospital, Caen, France
| | - Anne Lambilliotte
- Department of Pediatric Hematology, Jeanne de Flandre Hospital, Lille University Hospital, Lille, France
| | - Thierry Leblanc
- Pediatric Hematology Unit, National Reference Center for Autoimmune Cytopenias in Children (CEREVANCE) Robert-Debré University Hospital, AP-HP, Paris, France
| | - Mony Fahd
- Pediatric Hematology Unit, National Reference Center for Autoimmune Cytopenias in Children (CEREVANCE) Robert-Debré University Hospital, AP-HP, Paris, France
| | - Guy Leverger
- Sorbonne University, AP-HP, National Reference Center for Autoimmune Cytopenias in Children (CEREVANCE) Armand Trousseau Hospital, Pediatric Hematology Oncology Unit, Paris, France
| | - Sébastien Héritier
- Sorbonne University, AP-HP, National Reference Center for Autoimmune Cytopenias in Children (CEREVANCE) Armand Trousseau Hospital, Pediatric Hematology Oncology Unit, Paris, France
| | - David Geneviève
- Department of Medical Genetics, Montpellier University Hospital, Montpellier University, INSERM U1183, Reference Center for Rare Disease Malformative Syndromes, Montpellier, France
| | - Frédéric Rieux-Laucat
- Laboratory of Immunogenetics of Pediatric Autoimmune Diseases, IMAGINE Institute, Unité Mixte de recherche (UMR) 1163, INSERM, Paris, France
| | - Capucine Picard
- Study Center for Primary Immunodeficiencies, Necker Hospital for Sick Children, Assistance Publique-Hopitaux de Paris (AP-HP), Université de Paris cité, Paris, France
| | - Caroline Neyraud
- Pediatric Haemato-Immunology, CIC1401, INSERM CICP, National Reference Center for Autoimmune Cytopenias in Children (CEREVANCE), Bordeaux University Hospital, Bordeaux, France
| | - Nathalie Aladjidi
- Pediatric Haemato-Immunology, CIC1401, INSERM CICP, National Reference Center for Autoimmune Cytopenias in Children (CEREVANCE), Bordeaux University Hospital, Bordeaux, France
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23
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Lee SM, Loo C, Prasasya R, Bartolomei M, Kohli R, Zhou W. Low-input and single-cell methods for Infinium DNA methylation BeadChips. Nucleic Acids Res 2024; 52:e38. [PMID: 38407446 PMCID: PMC11040145 DOI: 10.1093/nar/gkae127] [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: 09/11/2023] [Revised: 01/29/2024] [Accepted: 02/10/2024] [Indexed: 02/27/2024] Open
Abstract
The Infinium BeadChip is the most widely used DNA methylome assay technology for population-scale epigenome profiling. However, the standard workflow requires over 200 ng of input DNA, hindering its application to small cell-number samples, such as primordial germ cells. We developed experimental and analysis workflows to extend this technology to suboptimal input DNA conditions, including ultra-low input down to single cells. DNA preamplification significantly enhanced detection rates to over 50% in five-cell samples and ∼25% in single cells. Enzymatic conversion also substantially improved data quality. Computationally, we developed a method to model the background signal's influence on the DNA methylation level readings. The modified detection P-value calculation achieved higher sensitivities for low-input datasets and was validated in over 100 000 public diverse methylome profiles. We employed the optimized workflow to query the demethylation dynamics in mouse primordial germ cells available at low cell numbers. Our data revealed nuanced chromatin states, sex disparities, and the role of DNA methylation in transposable element regulation during germ cell development. Collectively, we present comprehensive experimental and computational solutions to extend this widely used methylation assay technology to applications with limited DNA.
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Affiliation(s)
- Sol Moe Lee
- Center for Computational and Genomic Medicine, The Children's Hospital of Philadelphia, PA 19104, USA
| | - Christian E Loo
- Graduate Group in Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Rexxi D Prasasya
- Department of Cell and Developmental Biology, Epigenetics Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA
| | - Marisa S Bartolomei
- Department of Cell and Developmental Biology, Epigenetics Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA
| | - Rahul M Kohli
- Department of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Wanding Zhou
- Center for Computational and Genomic Medicine, The Children's Hospital of Philadelphia, PA 19104, USA
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
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24
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Ansari M, Faour KNW, Shimamura A, Grimes G, Kao EM, Denhoff ER, Blatnik A, Ben-Isvy D, Wang L, Helm BM, Firth H, Breman AM, Bijlsma EK, Iwata-Otsubo A, de Ravel TJL, Fusaro V, Fryer A, Nykamp K, Stühn LG, Haack TB, Korenke GC, Constantinou P, Bujakowska KM, Low KJ, Place E, Humberson J, Napier MP, Hoffman J, Juusola J, Deardorff MA, Shao W, Rockowitz S, Krantz I, Kaur M, Raible S, Dortenzio V, Kliesch S, Singer-Berk M, Groopman E, DiTroia S, Ballal S, Srivastava S, Rothfelder K, Biskup S, Rzasa J, Kerkhof J, McConkey H, Sadikovic B, Hilton S, Banka S, Tüttelmann F, Conrad DF, O'Donnell-Luria A, Talkowski ME, FitzPatrick DR, Boone PM. Heterozygous loss-of-function SMC3 variants are associated with variable growth and developmental features. HGG ADVANCES 2024; 5:100273. [PMID: 38297832 PMCID: PMC10876629 DOI: 10.1016/j.xhgg.2024.100273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 01/23/2024] [Accepted: 01/23/2024] [Indexed: 02/02/2024] Open
Abstract
Heterozygous missense variants and in-frame indels in SMC3 are a cause of Cornelia de Lange syndrome (CdLS), marked by intellectual disability, growth deficiency, and dysmorphism, via an apparent dominant-negative mechanism. However, the spectrum of manifestations associated with SMC3 loss-of-function variants has not been reported, leading to hypotheses of alternative phenotypes or even developmental lethality. We used matchmaking servers, patient registries, and other resources to identify individuals with heterozygous, predicted loss-of-function (pLoF) variants in SMC3, and analyzed population databases to characterize mutational intolerance in this gene. Here, we show that SMC3 behaves as an archetypal haploinsufficient gene: it is highly constrained against pLoF variants, strongly depleted for missense variants, and pLoF variants are associated with a range of developmental phenotypes. Among 14 individuals with SMC3 pLoF variants, phenotypes were variable but coalesced on low growth parameters, developmental delay/intellectual disability, and dysmorphism, reminiscent of atypical CdLS. Comparisons to individuals with SMC3 missense/in-frame indel variants demonstrated an overall milder presentation in pLoF carriers. Furthermore, several individuals harboring pLoF variants in SMC3 were nonpenetrant for growth, developmental, and/or dysmorphic features, and some had alternative symptomatologies with rational biological links to SMC3. Analyses of tumor and model system transcriptomic data and epigenetic data in a subset of cases suggest that SMC3 pLoF variants reduce SMC3 expression but do not strongly support clustering with functional genomic signatures of typical CdLS. Our finding of substantial population-scale LoF intolerance in concert with variable growth and developmental features in subjects with SMC3 pLoF variants expands the scope of cohesinopathies, informs on their allelic architecture, and suggests the existence of additional clearly LoF-constrained genes whose disease links will be confirmed only by multilayered genomic data paired with careful phenotyping.
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Affiliation(s)
- Morad Ansari
- South East Scotland Genetic Service, Western General Hospital, Edinburgh, UK; MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Kamli N W Faour
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA; Cornelia de Lange Syndrome and Related Disorders Clinic, Boston Children's Hospital, Boston, MA, USA
| | - Akiko Shimamura
- Division of Hematology and Oncology, Boston Children's Hospital, Boston, MA, USA
| | - Graeme Grimes
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Emeline M Kao
- Institutional Centers for Clinical and Translational Research, Boston Children's Hospital, Boston, MA, USA
| | - Erica R Denhoff
- Institutional Centers for Clinical and Translational Research, Boston Children's Hospital, Boston, MA, USA
| | - Ana Blatnik
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK; Department of Clinical Cancer Genetics, Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | - Daniel Ben-Isvy
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA; Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA; Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
| | - Lily Wang
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA; Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA; Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
| | - Benjamin M Helm
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Helen Firth
- Clinical Genetics, Addenbrooke's Hospital, Cambridge University Hospitals, Cambridge, UK
| | - Amy M Breman
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Emilia K Bijlsma
- Department of Clinical Genetics, Leiden University Medical Centre, Leiden, the Netherlands
| | - Aiko Iwata-Otsubo
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Thomy J L de Ravel
- Centre for Human Genetics, UZ Leuven/Leuven University Hospitals, Leuven, Belgium
| | | | - Alan Fryer
- Department of Clinical Genetics, Alder Hey Children's Hospital Liverpool, Liverpool, UK
| | | | - Lara G Stühn
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Tobias B Haack
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - G Christoph Korenke
- Department of Neuropaediatric and Metabolic Diseases, University Children's Hospital Oldenburg, Oldenburg, Germany
| | - Panayiotis Constantinou
- West of Scotland Centre for Genomic Medicine, Queen Elizabeth University Hospital, Glasgow, UK
| | | | - Karen J Low
- University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK; University of Bristol, Bristol, UK
| | - Emily Place
- Massachusetts Eye and Ear Infirmary, Boston, MA, USA
| | | | | | | | | | - Matthew A Deardorff
- Departments of Pathology and Pediatrics, Children's Hospital Los Angeles and University of Southern California, Los Angeles, CA, USA
| | - Wanqing Shao
- Research Computing, Information Technology, Boston Children's Hospital, Boston, MA, USA
| | - Shira Rockowitz
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA; Research Computing, Information Technology, Boston Children's Hospital, Boston, MA, USA; The Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA, USA
| | - Ian Krantz
- Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Maninder Kaur
- Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Sarah Raible
- Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | | | - Sabine Kliesch
- Department of Clinical and Surgical Andrology, Centre of Reproductive Medicine and Andrology, University Hospital Münster, Münster, Germany
| | - Moriel Singer-Berk
- Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Emily Groopman
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA; Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Stephanie DiTroia
- Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Sonia Ballal
- Cornelia de Lange Syndrome and Related Disorders Clinic, Boston Children's Hospital, Boston, MA, USA; Division of Gastroenterology, Boston Children's Hospital, Boston, MA, USA
| | - Siddharth Srivastava
- Cornelia de Lange Syndrome and Related Disorders Clinic, Boston Children's Hospital, Boston, MA, USA; Divison of Neurology, Boston Children's Hospital, Boston, MA, USA
| | | | - Saskia Biskup
- Zentrum für Humangenetik, Tübingen, Germany; Center for Genomics and Transcriptomics (CeGaT), Tübingen, Germany
| | - Jessica Rzasa
- Molecular Diagnostics Program and Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Jennifer Kerkhof
- Molecular Diagnostics Program and Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Haley McConkey
- Molecular Diagnostics Program and Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Bekim Sadikovic
- Molecular Diagnostics Program and Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Sarah Hilton
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester, UK
| | - Siddharth Banka
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Health Innovation Manchester, Manchester, UK; Division of Evolution, Infection, and Genomics, School of Biological Sciences, Faculty of Biology, Medicine, and Health, University of Manchester, Manchester, UK
| | - Frank Tüttelmann
- Institute of Reproductive Genetics, University of Münster, Münster, Germany
| | - Donald F Conrad
- Division of Genetics, Oregon National Primate Research Center, Oregon Health and Science University, Portland, OR, USA; Center for Embryonic Cell and Gene Therapy, Oregon Health and Science University, Portland, OR, USA
| | - Anne O'Donnell-Luria
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA; Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA; Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Michael E Talkowski
- Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA; Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - David R FitzPatrick
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Philip M Boone
- Cornelia de Lange Syndrome and Related Disorders Clinic, Boston Children's Hospital, Boston, MA, USA; Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA; Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA; Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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25
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Pérez Baca MDR, Jacobs EZ, Vantomme L, Leblanc P, Bogaert E, Dheedene A, De Cock L, Haghshenas S, Foroutan A, Levy MA, Kerkhof J, McConkey H, Chen CA, Batzir NA, Wang X, Palomares M, Carels M, Dermaut B, Sadikovic B, Menten B, Yuan B, Vergult S, Callewaert B. Haploinsufficiency of ZFHX3, encoding a key player in neuronal development, causes syndromic intellectual disability. Am J Hum Genet 2024; 111:509-528. [PMID: 38412861 PMCID: PMC10940049 DOI: 10.1016/j.ajhg.2024.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 01/26/2024] [Accepted: 01/29/2024] [Indexed: 02/29/2024] Open
Abstract
Neurodevelopmental disorders (NDDs) result from impaired development and functioning of the brain. Here, we identify loss-of-function (LoF) variation in ZFHX3 as a cause for syndromic intellectual disability (ID). ZFHX3 is a zinc-finger homeodomain transcription factor involved in various biological processes, including cell differentiation and tumorigenesis. We describe 42 individuals with protein-truncating variants (PTVs) or (partial) deletions of ZFHX3, exhibiting variable intellectual disability and autism spectrum disorder, recurrent facial features, relative short stature, brachydactyly, and, rarely, cleft palate. ZFHX3 LoF associates with a specific methylation profile in whole blood extracted DNA. Nuclear abundance of ZFHX3 increases during human brain development and neuronal differentiation. ZFHX3 was found to interact with the chromatin remodeling BRG1/Brm-associated factor complex and the cleavage and polyadenylation complex, suggesting a function in chromatin remodeling and mRNA processing. Furthermore, ChIP-seq for ZFHX3 revealed that it predominantly binds promoters of genes involved in nervous system development. We conclude that loss-of-function variants in ZFHX3 are a cause of syndromic ID associating with a specific DNA methylation profile.
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Affiliation(s)
- María Del Rocío Pérez Baca
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
| | - Eva Z Jacobs
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
| | - Lies Vantomme
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
| | - Pontus Leblanc
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
| | - Elke Bogaert
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
| | - Annelies Dheedene
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
| | - Laurenz De Cock
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
| | - Sadegheh Haghshenas
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Aidin Foroutan
- Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada; Children's Health Research Institute, Lawson Research Institute, London, ON N6C 2R5, Canada
| | - Michael A Levy
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Chun-An Chen
- Baylor College of Medicine, Texas Children's Hospital, Houston, TX 77030, USA
| | - Nurit Assia Batzir
- Schneider Children's Medical Center of Israel, Petach Tikvah 4920235, Israel
| | - Xia Wang
- Baylor College of Medicine, Texas Children's Hospital, Houston, TX 77030, USA
| | - María Palomares
- INGEMM, Instituto de Genética Médica y Molecular, IdiPAZ, Hospital Universitario la Paz, Universidad Autónoma de Madrid (UAM), 28029 Madrid, Spain
| | - Marieke Carels
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium; VIB UGent Center for Inflammation Research, Department for Biomedical Molecular Biology, Ghent University, 9052 Ghent, Belgium
| | - Bart Dermaut
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
| | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Björn Menten
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
| | - Bo Yuan
- Seattle Children's Hospital, Seattle and Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA 98105, USA
| | - Sarah Vergult
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium.
| | - Bert Callewaert
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium.
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26
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Karimi K, Mol MO, Haghshenas S, Relator R, Levy MA, Kerkhof J, McConkey H, Brooks A, Zonneveld-Huijssoon E, Gerkes EH, Tedder ML, Vissers L, Salzano E, Piccione M, Asaftei SD, Carli D, Mussa A, Shukarova-Angelovska E, Trajkova S, Brusco A, Merla G, Alders MM, Bouman A, Sadikovic B. Identification of DNA methylation episignature for the intellectual developmental disorder, autosomal dominant 21 syndrome, caused by variants in the CTCF gene. Genet Med 2024; 26:101041. [PMID: 38054406 DOI: 10.1016/j.gim.2023.101041] [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: 06/09/2023] [Revised: 11/30/2023] [Accepted: 11/30/2023] [Indexed: 12/07/2023] Open
Abstract
PURPOSE The main objective of this study was to assess clinical features and genome-wide DNA methylation profiles in individuals affected by intellectual developmental disorder, autosomal dominant 21 (IDD21) syndrome, caused by variants in the CCCTC-binding factor (CTCF) gene. METHODS DNA samples were extracted from peripheral blood of 16 individuals with clinical features and genetic findings consistent with IDD21. DNA methylation analysis was performed using the Illumina Infinium Methylation EPIC Bead Chip microarrays. The methylation levels were fitted in a multivariate linear regression model to identify the differentially methylated probes. A binary support vector machine classification model was constructed to differentiate IDD21 samples from controls. RESULTS We identified a highly specific, reproducible, and sensitive episignature associated with CTCF variants. Six variants of uncertain significance were tested, of which 2 mapped to the IDD21 episignature and clustered alongside IDD21 cases in both heatmap and multidimensional scaling plots. Comparison of the genomic DNA methylation profile of IDD21 with that of 56 other neurodevelopmental disorders provided insights into the underlying molecular pathophysiology of this disorder. CONCLUSION The robust and specific CTCF/IDD21 episignature expands the growing list of neurodevelopmental disorders with distinct DNA methylation profiles, which can be applied as supporting evidence in variant classification.
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Affiliation(s)
- Karim Karimi
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, Canada
| | - Merel O Mol
- Department of Clinical Genetics, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Sadegheh Haghshenas
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, Canada
| | - Raissa Relator
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, Canada
| | - Michael A Levy
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, Canada
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, Canada
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, Canada
| | - Alice Brooks
- Department of Clinical Genetics, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Evelien Zonneveld-Huijssoon
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Erica H Gerkes
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | | | - Lisenka Vissers
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Emanuela Salzano
- Medical Genetics Unit, AOOR Villa Sofia-Cervello Hospitals, Palermo, Italy
| | - Maria Piccione
- Medical Genetics Unit, AOOR Villa Sofia-Cervello Hospitals, Palermo, Italy; Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, University of Palermo, Palermo, Italy
| | - Sebastian Dorin Asaftei
- Pediatric Onco-Hematology, Regina Margherita Children's Hospital, Città della Salute e della Scienza di Torino, Torino, Italy
| | - Diana Carli
- Department of Medical Sciences, University of Turin, Turin, Italy; Immunogenetics and Transplant Biology Service, Città della Salute e della Scienza University Hospital, Turin, Italy
| | - Alessandro Mussa
- Department of Public Health and Pediatrics, University of Turin, Turin, Italy
| | - Elena Shukarova-Angelovska
- Department of Endocrinology and Genetics, University Clinic for Children's Diseases, Medical Faculty, University Sv. Kiril i Metodij, Skopje, North Macedonia
| | - Slavica Trajkova
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Alfredo Brusco
- Department of Medical Sciences, University of Turin, Turin, Italy; Medical Genetics Unit, Città della Salute e della Scienza University Hospital, Turin, Italy
| | - Giuseppe Merla
- Laboratory of Regulatory and Functional Genomics, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (Foggia), Italy; Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy
| | - Marielle M Alders
- Amsterdam UMC, University of Amsterdam, Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
| | - Arjan Bouman
- Department of Clinical Genetics, Erasmus University Medical Center, Rotterdam, The Netherlands.
| | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, Canada; Department of Pathology and Laboratory Medicine, Western University, London, Canada.
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27
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Awamleh Z, Choufani S, Wu W, Rots D, Dingemans AJM, Nadif Kasri N, Boronat S, Ibañez-Mico S, Cuesta Herraiz L, Ferrer I, Martínez Carrascal A, Pérez-Jurado LA, Aznar Lain G, Ortigoza-Escobar JD, de Vries BBA, Koolen DA, Weksberg R. A new blood DNA methylation signature for Koolen-de Vries syndrome: Classification of missense KANSL1 variants and comparison to fibroblast cells. Eur J Hum Genet 2024; 32:324-332. [PMID: 38282074 PMCID: PMC10923882 DOI: 10.1038/s41431-024-01538-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 12/27/2023] [Accepted: 01/09/2024] [Indexed: 01/30/2024] Open
Abstract
Pathogenic variants in KANSL1 and 17q21.31 microdeletions are causative of Koolen-de Vries syndrome (KdVS), a neurodevelopmental syndrome with characteristic facial dysmorphia. Our previous work has shown that syndromic conditions caused by pathogenic variants in epigenetic regulatory genes have identifiable patterns of DNA methylation (DNAm) change: DNAm signatures or episignatures. Given the role of KANSL1 in histone acetylation, we tested whether variants underlying KdVS are associated with a DNAm signature. We profiled whole-blood DNAm for 13 individuals with KANSL1 variants, four individuals with 17q21.31 microdeletions, and 21 typically developing individuals, using Illumina's Infinium EPIC array. In this study, we identified a robust DNAm signature of 456 significant CpG sites in 8 individuals with KdVS, a pattern independently validated in an additional 7 individuals with KdVS. We also demonstrate the diagnostic utility of the signature and classify two KANSL1 VUS as well as four variants in individuals with atypical clinical presentation. Lastly, we investigated tissue-specific DNAm changes in fibroblast cells from individuals with KdVS. Collectively, our findings contribute to the understanding of the epigenetic landscape related to KdVS and aid in the diagnosis and classification of variants in this structurally complex genomic region.
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Affiliation(s)
- Zain Awamleh
- Genetics and Genome Biology Program, Research Institute, the Hospital for Sick Children, Toronto, ON, M5G 1×8, Canada
| | - Sanaa Choufani
- Genetics and Genome Biology Program, Research Institute, the Hospital for Sick Children, Toronto, ON, M5G 1×8, Canada
| | - Wendy Wu
- Genetics and Genome Biology Program, Research Institute, the Hospital for Sick Children, Toronto, ON, M5G 1×8, Canada
| | - Dmitrijs Rots
- Department of Human Genetics, Radboud university medical center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, The Netherlands
| | - Alexander J M Dingemans
- Department of Human Genetics, Radboud university medical center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, The Netherlands
| | - Nael Nadif Kasri
- Department of Human Genetics, Radboud university medical center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, The Netherlands
| | - Susana Boronat
- Department of Pediatrics, Hospital del Santa Creu y Sant Pau, Barcelona, Spain
| | - Salvador Ibañez-Mico
- Department of Pediatric Neurology, Hospital Virgen de la Arrixaca, Murcia, Madrid, Spain
| | | | - Irene Ferrer
- Department of Genetics, Consorcio Hospital General de Valencia, Valencia, Spain
| | | | - Luis A Pérez-Jurado
- Genetics Unit, Universitat Pompeu Fabra, Hospital del Mar Research Institute (IMIM) and CIBERER, Barcelona, Spain
| | - Gemma Aznar Lain
- Genetics Unit, Universitat Pompeu Fabra, Hospital del Mar Research Institute (IMIM) and CIBERER, Barcelona, Spain
| | - Juan Dario Ortigoza-Escobar
- Movement Disorders Unit, Institut de Recerca Sant Joan de Déu, CIBERER-ISCIII and European Reference Network for Rare Neurological Diseases (ERN-RND), Barcelona, Spain
| | - Bert B A de Vries
- Department of Human Genetics, Radboud university medical center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, The Netherlands
| | - David A Koolen
- Department of Human Genetics, Radboud university medical center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, The Netherlands.
| | - Rosanna Weksberg
- Genetics and Genome Biology Program, Research Institute, the Hospital for Sick Children, Toronto, ON, M5G 1×8, Canada.
- Division of Clinical and Metabolic Genetics, Department of Pediatrics, the Hospital for Sick Children, University of Toronto, Toronto, ON, M5G 1×8, Canada.
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Nishitani S, Smith AK, Tomoda A, Fujisawa TX. Data science using the human epigenome for predicting multifactorial diseases and symptoms. Epigenomics 2024; 16:273-276. [PMID: 38312014 DOI: 10.2217/epi-2023-0321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2024] Open
Abstract
Tweetable abstract This article reviews machine learning models that leverages epigenomic data for predicting multifactorial diseases and symptoms as well as how such models can be utilized to explore new research questions.
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Affiliation(s)
- Shota Nishitani
- Research Center for Child Mental Development, University of Fukui, Fukui, 910-1193, Japan
- Division of Developmental Higher Brain Functions, United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University, & University of Fukui, Osaka, 565-0871, Japan
- Life Science Innovation Center, School of Medical Sciences, University of Fukui, Fukui, 910-8507, Japan
| | - Alicia K Smith
- Gynecology & Obstetrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Akemi Tomoda
- Research Center for Child Mental Development, University of Fukui, Fukui, 910-1193, Japan
- Division of Developmental Higher Brain Functions, United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University, & University of Fukui, Osaka, 565-0871, Japan
- Life Science Innovation Center, School of Medical Sciences, University of Fukui, Fukui, 910-8507, Japan
- Department of Child & Adolescent Psychological Medicine, University of Fukui Hospital, Fukui, 910-1193, Japan
| | - Takashi X Fujisawa
- Research Center for Child Mental Development, University of Fukui, Fukui, 910-1193, Japan
- Division of Developmental Higher Brain Functions, United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University, & University of Fukui, Osaka, 565-0871, Japan
- Life Science Innovation Center, School of Medical Sciences, University of Fukui, Fukui, 910-8507, Japan
- Gynecology & Obstetrics, Emory University School of Medicine, Atlanta, GA 30322, USA
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van der Laan L, Karimi K, Rooney K, Lauffer P, McConkey H, Caro P, Relator R, Levy MA, Bhai P, Mignot C, Keren B, Briuglia S, Sobering AK, Li D, Vissers LELM, Dingemans AJM, Valenzuela I, Verberne EA, Misra-Isrie M, Zwijnenburg PJG, Waisfisz Q, Alders M, Sailer S, Schaaf CP, Mannens MMAM, Sadikovic B, van Haelst MM, Henneman P. DNA methylation episignature, extension of the clinical features, and comparative epigenomic profiling of Hao-Fountain syndrome caused by variants in USP7. Genet Med 2024; 26:101050. [PMID: 38126281 DOI: 10.1016/j.gim.2023.101050] [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: 07/04/2023] [Revised: 12/06/2023] [Accepted: 12/11/2023] [Indexed: 12/23/2023] Open
Abstract
PURPOSE Hao-Fountain syndrome (HAFOUS) is a neurodevelopmental disorder caused by pathogenic variants in USP7. HAFOUS is characterized by developmental delay, intellectual disability, speech delay, behavioral abnormalities, autism spectrum disorder, seizures, hypogonadism, and mild dysmorphic features. We investigated the phenotype of 18 participants with HAFOUS and performed DNA methylation (DNAm) analysis, aiming to generate a diagnostic biomarker. Furthermore, we performed comparative analysis with known episignatures to gain more insight into the molecular pathophysiology of HAFOUS. METHODS We assessed genomic DNAm profiles of 18 individuals with pathogenic variants and variants of uncertain significance (VUS) in USP7 to map and validate a specific episignature. The comparison between the USP7 cohort and 56 rare genetic disorders with earlier reported DNAm episignatures was performed with statistical and functional correlation. RESULTS We mapped a sensitive and specific DNAm episignature for pathogenic variants in USP7 and utilized this to reclassify the VUS. Comparative epigenomic analysis showed evidence of HAFOUS similarity to a number of other rare genetic episignature disorders. CONCLUSION We discovered a sensitive and specific DNAm episignature as a robust diagnostic biomarker for HAFOUS that enables VUS reclassification in USP7. We also expand the phenotypic spectrum of 9 new and 5 previously reported individuals with HAFOUS.
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Affiliation(s)
- Liselot van der Laan
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Karim Karimi
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, Ontario, Canada; Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada
| | - Kathleen Rooney
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, Ontario, Canada; Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada
| | - Peter Lauffer
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, Ontario, Canada; Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada
| | - Pilar Caro
- Institute of Human Genetics, Heidelberg University, Heidelberg, Germany
| | - Raissa Relator
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, Ontario, Canada
| | - Michael A Levy
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, Ontario, Canada
| | - Pratibha Bhai
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, Ontario, Canada
| | - Cyril Mignot
- APHP Sorbonne Université, Département de Génétique, Groupe Hospitalier Pitié-Salpêtrière, Paris, France; Hôpital Armand Trousseau, Paris, France AND Centre de Référence Déficiences Intellectuelles de Causes Rares, Paris, France
| | - Boris Keren
- APHP Sorbonne Université, Département de Génétique, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - Silvana Briuglia
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Andrew K Sobering
- AU/UGA Medical Partnership Campus of the Medical College of Georgia, Athens, Georgia; Windward Islands Research and Education Foundation, True Blue, St. George's, Grenada; St. George's University School of Medicine, Department of Biochemistry, Grenada
| | - Dong Li
- Center for Applied Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA; Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA; Department of Pediatrics, University of Pennsylvania Perelman school of Medicine, Philadelphia, PA
| | - Lisenka E L M Vissers
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
| | | | - Irene Valenzuela
- Àrea de Genètica Clínica i Malalties Minoritàries, Hospital Vall d'Hebron, Barcelona, Spain
| | - Eline A Verberne
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Mala Misra-Isrie
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Petra J G Zwijnenburg
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Quinten Waisfisz
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Mariëlle Alders
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Sebastian Sailer
- Institute of Human Genetics, Heidelberg University, Heidelberg, Germany
| | | | - Marcel M A M Mannens
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, Ontario, Canada; Department of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada.
| | - Mieke M van Haelst
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Peter Henneman
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands.
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Gabriel GC, Yagi H, Tan T, Bais AS, Glennon BJ, Stapleton MC, Huang L, Reynolds WT, Shaffer MG, Ganapathiraju M, Simon D, Panigrahy A, Wu YL, Lo CW. Mitotic Block and Epigenetic Repression Underlie Neurodevelopmental Defects and Neurobehavioral Deficits in Congenital Heart Disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.11.05.565716. [PMID: 38464057 PMCID: PMC10925221 DOI: 10.1101/2023.11.05.565716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Poor neurodevelopment is often observed with congenital heart disease (CHD), especially with mutations in chromatin modifiers. Here analysis of mice with hypoplastic left heart syndrome (HLHS) arising from mutations in Sin3A associated chromatin modifier Sap130 , and adhesion protein Pcdha9, revealed neurodevelopmental and neurobehavioral deficits reminiscent of those in HLHS patients. Microcephaly was associated with impaired cortical neurogenesis, mitotic block, and increased apoptosis. Transcriptional profiling indicated dysregulated neurogenesis by REST, altered CREB signaling regulating memory and synaptic plasticity, and impaired neurovascular coupling modulating cerebral blood flow. Many neurodevelopmental/neurobehavioral disease pathways were recovered, including autism and cognitive impairment. These same pathways emerged from genome-wide DNA methylation and Sap130 chromatin immunoprecipitation sequencing analyses, suggesting epigenetic perturbation. Mice with Pcdha9 mutation or forebrain-specific Sap130 deletion without CHD showed learning/memory deficits and autism-like behavior. These novel findings provide mechanistic insights indicating the adverse neurodevelopment in HLHS may involve cell autonomous/nonautonomous defects and epigenetic dysregulation and suggest new avenues for therapy.
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Bouhamdani N, McConkey H, Leblanc A, Sadikovic B, Amor MB. Diagnostic utility of DNA methylation episignature analysis for early diagnosis of KMT2B-related disorders: case report. Front Genet 2024; 15:1346044. [PMID: 38425714 PMCID: PMC10902455 DOI: 10.3389/fgene.2024.1346044] [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: 11/28/2023] [Accepted: 01/29/2024] [Indexed: 03/02/2024] Open
Abstract
The lysine methyltransferase 2B (KMT2B) gene product is important for epigenetic modifications associated with active gene transcription in normal development and in maintaining proper neural function. Pathogenic variants in KMT2B have been associated with childhood-onset Dystonia-28 and Intellectual developmental disorder, autosomal dominant 68 (MRD 68) for cases of neurodevelopmental impairment without dystonia (DYT28; OMIM 617284 and MRD68; OMIM 619934, respectively). Since its first description in 2016, approximately one hundred KMT2B genetic variants have been reported with heterogeneous phenotypes, including atypical patterns of dystonia evolution and non-dystonic neurodevelopmental phenotypes. KMT2B-related disorders share many overlapping phenotypic characteristics with other neurodevelopmental disorders and delayed dystonia, that can appear later in childhood, often delaying clinical diagnosis. Furthermore, conventional genetic testing may not always provide actionable information (e.g., gene panel selection based on early clinical presentation or variants of uncertain significance), which prevents patients and families from obtaining early access to treatments and support. Herein, we describe the early diagnosis of KMT2B-related neurodevelopmental disorder by DNA methylation episignature testing in a 4-year-old patient without features of dystonia at diagnosis, which is reported to develop in more than 80% of KMT2B-related disorder cases. The proband, a 4-year-old female of Jewish-Israeli descent, presented with speech delay, microcephaly, poor weight gain, attention-deficit and hyperactivity disorder, dysmorphism, intellectual disabilities and joint hyperlaxity, but presented no signs of dystonia at initial evaluation. Episignature screening in this pre-symptomatic patient enabled accurate genetic diagnosis and timely and actionable intervention earlier in the natural history of Childhood-onset Dystonia-28.
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Affiliation(s)
- Nadia Bouhamdani
- Vitalité Health Network, Moncton, NB, Canada
- Faculty of medicine and health sciences, Université de Sherbrooke, Sherbrooke, QC, Canada
- Centre de Formation Médicale du Nouveau-Brunswick, Université de Moncton, Moncton, NB, Canada
- Department of Chemistry and Biochemistry, Université de Moncton, Moncton, NB, Canada
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
- Department of Pathology and Laboratory Medicine, Schulich School of Medicine and Dentistry Western University, London, ON, Canada
| | - Amélie Leblanc
- Vitalité Health Network, Moncton, NB, Canada
- Faculty of medicine and health sciences, Université de Sherbrooke, Sherbrooke, QC, Canada
- Centre de Formation Médicale du Nouveau-Brunswick, Université de Moncton, Moncton, NB, Canada
| | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
- Department of Pathology and Laboratory Medicine, Schulich School of Medicine and Dentistry Western University, London, ON, Canada
| | - Mouna Ben Amor
- Vitalité Health Network, Moncton, NB, Canada
- Faculty of medicine and health sciences, Université de Sherbrooke, Sherbrooke, QC, Canada
- Centre de Formation Médicale du Nouveau-Brunswick, Université de Moncton, Moncton, NB, Canada
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Husson T, Lecoquierre F, Nicolas G, Richard AC, Afenjar A, Audebert-Bellanger S, Badens C, Bilan F, Bizaoui V, Boland A, Bonnet-Dupeyron MN, Brischoux-Boucher E, Bonnet C, Bournez M, Boute O, Brunelle P, Caumes R, Charles P, Chassaing N, Chatron N, Cogné B, Colin E, Cormier-Daire V, Dard R, Dauriat B, Delanne J, Deleuze JF, Demurger F, Denommé-Pichon AS, Depienne C, Dieux A, Dubourg C, Edery P, El Chehadeh S, Faivre L, Fergelot P, Fradin M, Garde A, Geneviève D, Gilbert-Dussardier B, Goizet C, Goldenberg A, Gouy E, Guerrot AM, Guimier A, Harzalla I, Héron D, Isidor B, Lacombe D, Le Guillou Horn X, Keren B, Kuechler A, Lacaze E, Lavillaureix A, Lehalle D, Lesca G, Lespinasse J, Levy J, Lyonnet S, Morel G, Jean-Marçais N, Marlin S, Marsili L, Mignot C, Nambot S, Nizon M, Olaso R, Pasquier L, Perrin L, Petit F, Pingault V, Piton A, Prieur F, Putoux A, Planes M, Odent S, Quélin C, Quemener-Redon S, Rama M, Rio M, Rossi M, Schaefer E, Rondeau S, Saugier-Veber P, Smol T, Sigaudy S, Touraine R, Mau-Them FT, Trimouille A, Van Gils J, Vanlerberghe C, Vantalon V, Vera G, Vincent M, Ziegler A, Guillin O, Campion D, Charbonnier C. Episignatures in practice: independent evaluation of published episignatures for the molecular diagnostics of ten neurodevelopmental disorders. Eur J Hum Genet 2024; 32:190-199. [PMID: 37872275 PMCID: PMC10853222 DOI: 10.1038/s41431-023-01474-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 08/29/2023] [Accepted: 09/28/2023] [Indexed: 10/25/2023] Open
Abstract
Variants of uncertain significance (VUS) are a significant issue for the molecular diagnosis of rare diseases. The publication of episignatures as effective biomarkers of certain Mendelian neurodevelopmental disorders has raised hopes to help classify VUS. However, prediction abilities of most published episignatures have not been independently investigated yet, which is a prerequisite for an informed and rigorous use in a diagnostic setting. We generated DNA methylation data from 101 carriers of (likely) pathogenic variants in ten different genes, 57 VUS carriers, and 25 healthy controls. Combining published episignature information and new validation data with a k-nearest-neighbour classifier within a leave-one-out scheme, we provide unbiased specificity and sensitivity estimates for each of the signatures. Our procedure reached 100% specificity, but the sensitivities unexpectedly spanned a very large spectrum. While ATRX, DNMT3A, KMT2D, and NSD1 signatures displayed a 100% sensitivity, CREBBP-RSTS and one of the CHD8 signatures reached <40% sensitivity on our dataset. Remaining Cornelia de Lange syndrome, KMT2A, KDM5C and CHD7 signatures reached 70-100% sensitivity at best with unstable performances, suffering from heterogeneous methylation profiles among cases and rare discordant samples. Our results call for cautiousness and demonstrate that episignatures do not perform equally well. Some signatures are ready for confident use in a diagnostic setting. Yet, it is imperative to characterise the actual validity perimeter and interpretation of each episignature with the help of larger validation sample sizes and in a broader set of episignatures.
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Affiliation(s)
- Thomas Husson
- Univ Rouen Normandie, Inserm U1245 and CHU Rouen, Department of Psychiatry, F-76000, Rouen, France
- Department of Research, Centre hospitalier du Rouvray, Sotteville-Lès-Rouen, France
| | - François Lecoquierre
- Univ Rouen Normandie, Inserm U1245 and CHU Rouen, Department of Genetics and reference center for developmental disorders, F-76000, Rouen, France
| | - Gaël Nicolas
- Univ Rouen Normandie, Inserm U1245 and CHU Rouen, Department of Genetics and reference center for developmental disorders, F-76000, Rouen, France
| | - Anne-Claire Richard
- Univ Rouen Normandie, Inserm U1245 and CHU Rouen, Department of Genetics and reference center for developmental disorders, F-76000, Rouen, France
| | - Alexandra Afenjar
- APHP. Sorbonne Université, Centre de Référence Malformations et maladies congénitales du cervelet et déficiences intellectuelles de causes rares, département de génétique et embryologie médicale, Hôpital Trousseau, F-75012, Paris, France
| | | | - Catherine Badens
- Aix Marseille Univ, INSERM, MMG, Marseille, France; APHM, service de génétique, Marseille, France
| | - Frédéric Bilan
- CHU de Poitiers, Service de Génétique Médicale and Université de Poitiers, INSERM U1084, LNEC, F- 86000, Poitiers, France
| | - Varoona Bizaoui
- Service de génétique et neurodéveloppement, Pôle de Santé Mentale Enfant et Adolescent, Centre Hospitalier de l'Estran, Pontorson, France
| | - Anne Boland
- Université Paris-Saclay, CEA, Centre National de Recherche en Génomique Humaine (CNRGH), 91057, Evry, France
| | | | - Elise Brischoux-Boucher
- Centre de génétique humaine, CHU Besancon, Universite de Bourgogne Franche-Comte, Besancon, France
| | - Céline Bonnet
- Laboratoire de génétique médicale, CHRU Nancy, Nancy, France
- Université de Lorraine, INSERM UMR_S1256, NGERE, F-54000, Nancy, France
| | - Marie Bournez
- Centre de Génétique et Centre de Référence Anomalies du Développement et Syndromes Malformatifs, FHU TRANSLAD, Hôpital d'Enfants, CHU Dijon, Dijon, France
| | - Odile Boute
- CHU Lille, Clinique de génétique Guy Fontaine, F-59000, Lille, France
| | - Perrine Brunelle
- Univ. Lille, CHU Lille, ULR 7364 - RADEME - Institut de Génétique Médicale, F-59000, Lille, France
| | - Roseline Caumes
- CHU Lille, Clinique de génétique Guy Fontaine, F-59000, Lille, France
| | - Perrine Charles
- Département de génétique clinique, centre de référence des déficiences intellectuelles de causes rares, GHU Pitié Salpêtrière, Paris, France
| | | | - Nicolas Chatron
- Service de Génétique, Hospices Civils de Lyon, Lyon, France
- Institute NeuroMyoGène, Laboratoire Physiopathologie et Génétique du Neurone et du Muscle, CNRS UMR 5261 -INSERM U1315, Université de Lyon - Université Claude Bernard Lyon 1, Lyon, France
| | - Benjamin Cogné
- Nantes Université, CNRS, INSERM, l'institut du thorax, F-44000, Nantes, France
- CHU Nantes, Service de Génétique Médicale, Nantes Université, CNRS, INSERM, l'institut du thorax, F-44000, Nantes, France
| | - Estelle Colin
- Service de Génétique Médicale, CHU Angers, Angers, France
| | - Valérie Cormier-Daire
- Service de médecine génomique des maladies rares, hôpital Necker Enfants Malades, Paris, France
- Université Paris Cité, INSERM UMR 1163, Institut Imagine, Paris, France
| | - Rodolphe Dard
- Génétique médicale, CHI Poissy-Saint-Germain-en-Laye, 78300, Poissy, France
| | - Benjamin Dauriat
- Service de cytogénétique et génétique médicale, Hôpital Mère Enfant, CHU Limoges, Limoges, France
| | - Julian Delanne
- Centre de Génétique et Centre de référence « Déficiences intellectuelles de causes rares », FHU TRANSLAD, Hôpital d'Enfants, CHU Dijon, Dijon, France
- Équipe GAD, INSERM UMR1231, Université de Bourgogne, Dijon, France
| | - Jean-François Deleuze
- Université Paris-Saclay, CEA, Centre National de Recherche en Génomique Humaine (CNRGH), 91057, Evry, France
| | | | - Anne-Sophie Denommé-Pichon
- Équipe GAD, INSERM UMR1231, Université de Bourgogne, Dijon, France
- Unité Fonctionnelle Innovation en Diagnostic génomique des maladies rares, FHU-TRANSLAD, CHU Dijon, Bourgogne, Dijon, France
| | - Christel Depienne
- Institute of Human Genetics, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Anne Dieux
- CHU Lille, Clinique de génétique Guy Fontaine, F-59000, Lille, France
| | - Christèle Dubourg
- Service de Génétique Moléculaire et Génomique, CHU Pontchaillou, Rennes, France
- Université de Rennes, IGDR (Institut de Génétique et Développement), CNRS UMR 6290, INSERM ERL 1305, Rennes, France
| | - Patrick Edery
- Service de Génétique, Hospices Civils de Lyon, Lyon, France
- Université Claude Bernard Lyon 1, INSERM, CNRS, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, Genetics of Neurodevelopment (GENDEV) Team, 69500, Bron, France
| | - Salima El Chehadeh
- Service de Génétique Médicale, Institut de Génétique Médicale d'Alsace (IGMA), Hôpitaux Universitaires de Strasbourg, Strasbourg, France
- Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM U1258, CNRS-UMR7104, Université de Strasbourg, Illkirch-Graffenstaden, France
- Laboratoire de Génétique Médicale, UMRS 1112, Institut de Génétique Médicale d'Alsace (IGMA), Université de Strasbourg et INSERM, Strasbourg, France
| | - Laurence Faivre
- Centre de Génétique et Centre de référence « Déficiences intellectuelles de causes rares », FHU TRANSLAD, Hôpital d'Enfants, CHU Dijon, Dijon, France
- Équipe GAD, INSERM UMR1231, Université de Bourgogne, Dijon, France
| | - Patricia Fergelot
- Department of Medical Genetics, University Hospital of Bordeaux and INSERM U1211, University of Bordeaux, Bordeaux, France
| | - Mélanie Fradin
- Service de Génétique Clinique, Centre de Référence Anomalies du Développement de l'Ouest, CHU Rennes, Rennes, France
| | - Aurore Garde
- Centre de Génétique et Centre de référence « Déficiences intellectuelles de causes rares », FHU TRANSLAD, Hôpital d'Enfants, CHU Dijon, Dijon, France
- Équipe GAD, INSERM UMR1231, Université de Bourgogne, Dijon, France
| | - David Geneviève
- Université Montpellier, Inserm U1183, Montpellier, France
- Centre de référence anomalies du développement et syndromes malformatifs, Génétique Clinique, CHU Montpellier, Montpellier, France
| | | | - Cyril Goizet
- NRGEN team, Univ. Bordeaux, CNRS, INCIA, UMR 5287, EPHE, F-33000, Bordeaux, France
- Centre de Référence Maladies Rares Neurogénétique, Service de Génétique Médicale, Bordeaux University Hospital (CHU Bordeaux), Bordeaux, France
| | - Alice Goldenberg
- Univ Rouen Normandie, Inserm U1245 and CHU Rouen, Department of Genetics and reference center for developmental disorders, F-76000, Rouen, France
| | - Evan Gouy
- Service de Génétique, Hospices Civils de Lyon, Lyon, France
- Génétique et neurobiologie de C.elegans, MéLis (CNRS UMR 5284 -INSERM U1314), Institut NeuroMyogene, Université Claude Bernard Lyon 1, Lyon, France
| | - Anne-Marie Guerrot
- Univ Rouen Normandie, Inserm U1245 and CHU Rouen, Department of Genetics and reference center for developmental disorders, F-76000, Rouen, France
| | - Anne Guimier
- Service de médecine génomique des maladies rares - GHU Necker- Enfants malades, Paris, France
| | - Inès Harzalla
- Service de Génétique, CHU Hôpital Nord, Saint Etienne, France
| | - Delphine Héron
- APHP.Sorbonne Université, Département de Génétique, Hôpital Trousseau & Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - Bertrand Isidor
- Nantes Université, CNRS, INSERM, l'institut du thorax, F-44000, Nantes, France
- CHU Nantes, Service de Génétique Médicale, Nantes Université, CNRS, INSERM, l'institut du thorax, F-44000, Nantes, France
| | - Didier Lacombe
- Department of Medical Genetics, University Hospital of Bordeaux and INSERM U1211, University of Bordeaux, Bordeaux, France
| | - Xavier Le Guillou Horn
- CHU de Poitiers, Service de Génétique Médicale, F - 86000, Poitiers, France
- Université de Poitiers, CNRS 7348, LabCom I3M-Dactim mis / LMA, F-86000, Poitiers, France
| | - Boris Keren
- Département de génétique médicale, Hôpital Pitié-Salpêtrière, AP-HP.Sorbonne Université, 75013, Paris, France
| | - Alma Kuechler
- Institute of Human Genetics, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Elodie Lacaze
- Le Havre Hospital, Department of Medical Genetics, F 76600, Le Havre, France
| | - Alinoë Lavillaureix
- CHU Rennes, Service de Génétique Clinique, Centre de Référence Anomalies du développement, FHU GenOMedS, Univ Rennes, CNRS, INSERM, IGDR, UMR 6290, ERL U1305, Rennes, France
| | - Daphné Lehalle
- APHP.Sorbonne Université, Département de Génétique, Hôpital Trousseau & Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - Gaëtan Lesca
- Service de Génétique, Hospices Civils de Lyon, Lyon, France
| | - James Lespinasse
- UF de génétique médicale, Centre Hospitalier Métropole Savoie, BP 31135, 73011, Chambéry, France
| | - Jonathan Levy
- Genetics Department, AP-HP, Robert-Debré University Hospital, Paris, France
| | - Stanislas Lyonnet
- Service de médecine génomique des maladies rares, Hôpital Universitaire Necker-Enfants malades, APHP, Paris, France
- Laboratoire embryologie et génétique des malformations, Institut Imagine, UMR-II63, INSERM, Université Paris Cité, GHU Necker- Enfants malades, Paris, France
| | - Godeliève Morel
- Service de Génétique Clinique, Centre de Référence Anomalies du Développement de l'Ouest, CHU Rennes, Rennes, France
| | - Nolwenn Jean-Marçais
- CHU Rennes, Service de Génétique Clinique, Centre de Référence Anomalies du développement, FHU GenOMedS, Rennes, France
| | - Sandrine Marlin
- Service de médecine génomique des maladies rares - GHU Necker- Enfants malades, Paris, France
| | - Luisa Marsili
- CHU Lille, Clinique de génétique Guy Fontaine, F-59000, Lille, France
| | - Cyril Mignot
- APHP.Sorbonne Université, Département de Génétique, Hôpital Trousseau & Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - Sophie Nambot
- Centre de Génétique et Centre de Référence Anomalies du Développement et Syndromes Malformatifs, FHU TRANSLAD, Hôpital d'Enfants, CHU Dijon, Dijon, France
| | - Mathilde Nizon
- Nantes Université, CNRS, INSERM, l'institut du thorax, F-44000, Nantes, France
- CHU Nantes, Service de Génétique Médicale, Nantes Université, CNRS, INSERM, l'institut du thorax, F-44000, Nantes, France
| | - Robert Olaso
- Université Paris-Saclay, CEA, Centre National de Recherche en Génomique Humaine (CNRGH), 91057, Evry, France
| | - Laurent Pasquier
- CHU Rennes, Service de Génétique Clinique, Centre de Référence Anomalies du développement, FHU GenOMedS, Rennes, France
| | - Laurine Perrin
- Médecine Physique et Réadaptation pédiatrique CHU Saint-Etienne, 42055, Saint-Etienne Cedex 2, France
| | - Florence Petit
- CHU Lille, Clinique de génétique Guy Fontaine, F-59000, Lille, France
- Univ. Lille, CHU Lille, ULR 7364 - RADEME - Institut de Génétique Médicale, F-59000, Lille, France
| | - Veronique Pingault
- Service de Médecine Génomique des maladies rares, AP-HP. Centre, Hôpital Necker-Enfants Malades, F-75015, Paris, France
- Université Paris Cité, Institut Imagine, Inserm U1163, F-75015, Paris, France
| | - Amélie Piton
- Laboratoire de diagnostic génétique, IGMA, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Fabienne Prieur
- Service de Génétique, CHU Hôpital Nord, Saint Etienne, France
| | - Audrey Putoux
- Service de Génétique, Hospices Civils de Lyon, Lyon, France
- Université Claude Bernard Lyon 1, INSERM, CNRS, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, Genetics of Neurodevelopment (GENDEV) Team, 69500, Bron, France
| | - Marc Planes
- Service de Génétique Médicale et Biologie de la Reproduction, CHU de Brest, Brest, France
| | - Sylvie Odent
- CHU Rennes, Service de Génétique Clinique, Centre de Référence Anomalies du développement, FHU GenOMedS, Univ Rennes, CNRS, INSERM, IGDR, UMR 6290, ERL U1305, Rennes, France
| | - Chloé Quélin
- Service de Génétique Clinique, Centre de Référence Anomalies du Développement de l'Ouest, CHU Rennes, Rennes, France
| | - Sylvia Quemener-Redon
- Service de Génétique Médicale et Biologie de la Reproduction, CHU de Brest, Brest, France
- Univ Brest, Inserm, EFS, UMR 1078, GGB, F-29200, Brest, France
- Centre de Référence Déficiences Intellectuelles de causes rares, Brest, France
| | - Mélanie Rama
- CHU Lille - Institut de Génétique Médicale, F-59000, Lille, France
| | - Marlène Rio
- Service de médecine génomique des maladies rares - GHU Necker- Enfants malades, Paris, France
| | - Massimiliano Rossi
- Service de Génétique, Hospices Civils de Lyon, Lyon, France
- Université Claude Bernard Lyon 1, INSERM, CNRS, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, Genetics of Neurodevelopment (GENDEV) Team, 69500, Bron, France
| | - Elise Schaefer
- Service de Génétique Médicale -Institut de Génétique Médicale d'Alsace - CHU Strasbourg, Strasbourg, France
| | - Sophie Rondeau
- Service de médecine génomique des maladies rares - GHU Necker- Enfants malades, Paris, France
| | - Pascale Saugier-Veber
- Univ Rouen Normandie, Inserm U1245 and CHU Rouen, Department of Genetics and reference center for developmental disorders, F-76000, Rouen, France
| | - Thomas Smol
- Univ. Lille, CHU Lille, ULR 7364 - RADEME - Institut de Génétique Médicale, F-59000, Lille, France
- CHU Lille - Institut de Génétique Médicale, F-59000, Lille, France
| | - Sabine Sigaudy
- Aix Marseille Univ, INSERM, MMG, CRMR syndromes malformatifs et anomalies du développement, département de génétique, APHM Hopital Timone, Marseille, France
| | - Renaud Touraine
- Service de Génétique, CHU Hôpital Nord, Saint Etienne, France
| | - Frederic Tran Mau-Them
- Équipe GAD, INSERM UMR1231, Université de Bourgogne, Dijon, France
- Unité Fonctionnelle Innovation en Diagnostic génomique des maladies rares, FHU-TRANSLAD, CHU Dijon, Bourgogne, Dijon, France
| | - Aurélien Trimouille
- Service de Pathologie, CHU Bordeaux, Bordeaux, France
- Inserm U1211 MRGM, Université de Bordeaux, Bordeaux, France
| | - Julien Van Gils
- Department of Medical Genetics, University Hospital of Bordeaux and INSERM U1211, University of Bordeaux, Bordeaux, France
| | | | - Valérie Vantalon
- Centre d'Excellence InovAND-Service de psychiatrie de l'enfant et de l'adolescent-CHU Robert Debré, Paris, France
| | - Gabriella Vera
- Univ Rouen Normandie, Inserm U1245 and CHU Rouen, Department of Genetics and reference center for developmental disorders, F-76000, Rouen, France
| | - Marie Vincent
- Nantes Université, CNRS, INSERM, l'institut du thorax, F-44000, Nantes, France
- CHU Nantes, Service de Génétique Médicale, Nantes Université, CNRS, INSERM, l'institut du thorax, F-44000, Nantes, France
| | - Alban Ziegler
- Service de Génétique Médicale, CHU Angers, Angers, France
| | - Olivier Guillin
- Univ Rouen Normandie, Inserm U1245 and CHU Rouen, Department of Psychiatry, F-76000, Rouen, France
| | - Dominique Campion
- Univ Rouen Normandie, Inserm U1245 and CHU Rouen, Department of Psychiatry, F-76000, Rouen, France
| | - Camille Charbonnier
- Univ Rouen Normandie, Inserm U1245 and CHU Rouen, Department of Biostatistics, F-76000, Rouen, France.
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Zech M, Winkelmann J. Next-generation sequencing and bioinformatics in rare movement disorders. Nat Rev Neurol 2024; 20:114-126. [PMID: 38172289 DOI: 10.1038/s41582-023-00909-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/29/2023] [Indexed: 01/05/2024]
Abstract
The ability to sequence entire exomes and genomes has revolutionized molecular testing in rare movement disorders, and genomic sequencing is becoming an integral part of routine diagnostic workflows for these heterogeneous conditions. However, interpretation of the extensive genomic variant information that is being generated presents substantial challenges. In this Perspective, we outline multidimensional strategies for genetic diagnosis in patients with rare movement disorders. We examine bioinformatics tools and computational metrics that have been developed to facilitate accurate prioritization of disease-causing variants. Additionally, we highlight community-driven data-sharing and case-matchmaking platforms, which are designed to foster the discovery of new genotype-phenotype relationships. Finally, we consider how multiomic data integration might optimize diagnostic success by combining genomic, epigenetic, transcriptomic and/or proteomic profiling to enable a more holistic evaluation of variant effects. Together, the approaches that we discuss offer pathways to the improved understanding of the genetic basis of rare movement disorders.
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Affiliation(s)
- Michael Zech
- Institute of Human Genetics, School of Medicine, Technical University of Munich, Munich, Germany
- Institute of Neurogenomics, Helmholtz Zentrum München, Munich, Germany
- Institute for Advanced Study, Technical University of Munich, Garching, Germany
| | - Juliane Winkelmann
- Institute of Human Genetics, School of Medicine, Technical University of Munich, Munich, Germany.
- Institute of Neurogenomics, Helmholtz Zentrum München, Munich, Germany.
- Munich Cluster for Systems Neurology, SyNergy, Munich, Germany.
- DZPG, Deutsches Zentrum für Psychische Gesundheit, Munich, Germany.
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Giuili E, Grolaux R, Macedo CZNM, Desmyter L, Pichon B, Neuens S, Vilain C, Olsen C, Van Dooren S, Smits G, Defrance M. Comprehensive evaluation of the implementation of episignatures for diagnosis of neurodevelopmental disorders (NDDs). Hum Genet 2023; 142:1721-1735. [PMID: 37889307 PMCID: PMC10676303 DOI: 10.1007/s00439-023-02609-2] [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: 07/28/2023] [Accepted: 10/10/2023] [Indexed: 10/28/2023]
Abstract
Episignatures are popular tools for the diagnosis of rare neurodevelopmental disorders. They are commonly based on a set of differentially methylated CpGs used in combination with a support vector machine model. DNA methylation (DNAm) data often include missing values due to changes in data generation technology and batch effects. While many normalization methods exist for DNAm data, their impact on episignature performance have never been assessed. In addition, technologies to quantify DNAm evolve quickly and this may lead to poor transposition of existing episignatures generated on deprecated array versions to new ones. Indeed, probe removal between array versions, technologies or during preprocessing leads to missing values. Thus, the effect of missing data on episignature performance must also be carefully evaluated and addressed through imputation or an innovative approach to episignatures design. In this paper, we used data from patients suffering from Kabuki and Sotos syndrome to evaluate the influence of normalization methods, classification models and missing data on the prediction performances of two existing episignatures. We compare how six popular normalization methods for methylarray data affect episignature classification performances in Kabuki and Sotos syndromes and provide best practice suggestions when building new episignatures. In this setting, we show that Illumina, Noob or Funnorm normalization methods achieved higher classification performances on the testing sets compared to Quantile, Raw and Swan normalization methods. We further show that penalized logistic regression and support vector machines perform best in the classification of Kabuki and Sotos syndrome patients. Then, we describe a new paradigm to build episignatures based on the detection of differentially methylated regions (DMRs) and evaluate their performance compared to classical differentially methylated cytosines (DMCs)-based episignatures in the presence of missing data. We show that the performance of classical DMC-based episignatures suffers from the presence of missing data more than the DMR-based approach. We present a comprehensive evaluation of how the normalization of DNA methylation data affects episignature performance, using three popular classification models. We further evaluate how missing data affect those models' predictions. Finally, we propose a novel methodology to develop episignatures based on differentially methylated regions identification and show how this method slightly outperforms classical episignatures in the presence of missing data.
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Affiliation(s)
- Edoardo Giuili
- Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles-Vrije Universiteit Brussel, Brussels, Belgium
| | - Robin Grolaux
- Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles-Vrije Universiteit Brussel, Brussels, Belgium
| | - Catarina Z N M Macedo
- Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles-Vrije Universiteit Brussel, Brussels, Belgium
| | - Laurence Desmyter
- Center for Human Genetics, Hôpital Erasme, Hôpital Universitaire de Bruxelles, Université Libre de Bruxelles, Brussels, Belgium
| | - Bruno Pichon
- Center for Human Genetics, Hôpital Erasme, Hôpital Universitaire de Bruxelles, Université Libre de Bruxelles, Brussels, Belgium
| | - Sebastian Neuens
- Center for Human Genetics, Hôpital Erasme, Hôpital Universitaire de Bruxelles, Université Libre de Bruxelles, Brussels, Belgium
- Department of Genetics, Hôpital Universitaire Des Enfants Reine Fabiola, Hôpital Universitaire de Bruxelles, Université Libre de Bruxelles, Brussels, Belgium
| | - Catheline Vilain
- Center for Human Genetics, Hôpital Erasme, Hôpital Universitaire de Bruxelles, Université Libre de Bruxelles, Brussels, Belgium
- Department of Genetics, Hôpital Universitaire Des Enfants Reine Fabiola, Hôpital Universitaire de Bruxelles, Université Libre de Bruxelles, Brussels, Belgium
| | - Catharina Olsen
- Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles-Vrije Universiteit Brussel, Brussels, Belgium
- Clinical Sciences, Research Group Reproduction and Genetics, Brussels Interuniversity Genomics High Throughput Core (BRIGHTcore), Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
- Clinical Sciences, Research Group Reproduction and Genetics, Centre for Medical Genetics, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - Sonia Van Dooren
- Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles-Vrije Universiteit Brussel, Brussels, Belgium
- Clinical Sciences, Research Group Reproduction and Genetics, Brussels Interuniversity Genomics High Throughput Core (BRIGHTcore), Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
- Clinical Sciences, Research Group Reproduction and Genetics, Centre for Medical Genetics, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - Guillaume Smits
- Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles-Vrije Universiteit Brussel, Brussels, Belgium
- Center for Human Genetics, Hôpital Erasme, Hôpital Universitaire de Bruxelles, Université Libre de Bruxelles, Brussels, Belgium
- Department of Genetics, Hôpital Universitaire Des Enfants Reine Fabiola, Hôpital Universitaire de Bruxelles, Université Libre de Bruxelles, Brussels, Belgium
| | - Matthieu Defrance
- Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles-Vrije Universiteit Brussel, Brussels, Belgium.
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Magdalena K, Anna B, Anna L, Aleksandra J, Krzysztof S, Malgorzata K, Elzbieta C, Magdalena P, Dorota J, Piotr S, Agnieszka Z, Małgorzata R, Rafal P, Robert S. Clinical heterogeneity of polish patients with KAT6B-related disorder. Mol Genet Genomic Med 2023; 11:e2265. [PMID: 37658610 PMCID: PMC10724496 DOI: 10.1002/mgg3.2265] [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: 03/29/2023] [Revised: 07/05/2023] [Accepted: 07/20/2023] [Indexed: 09/03/2023] Open
Abstract
BACKGROUND Say-Barber-Biesecker-Young-Simpson (SBBYSS) variant of Ohdo syndrome is a rare, autosomal dominant and clinically heterogenous disorder, caused by pathogenic variants in the KAT6B gene located on chromosome 10q22.2. KAT6B encodes a highly conserved histone acetyltransferase belonging to the MYST family. Currently, diseases caused by pathogenic variants in KAT6B (KAT6B-related disorders) comprise two allelic entities: SBBYSS variant of Ohdo syndrome and genitopatellar syndrome (GPS). Increase in the number of cases with overlapping GPS/SBBYSS phenotype which makes it necessary to redefine this group of phenotypes as KAT6B-related disorders or KAT6B spectrum disorders. Individuals with SBBYSS usually present with facial abnormalities, hypotonia, joint laxity, feeding problems, and long thumbs/great toes. This syndrome also typically involves skeletal problems including patellar hypoplasia/agenesis. METHODS Here we report six SBBYS syndrome patients with the same dysmorphic features but a different course of the disease. One known and five novel KATB6 pathogenic variants were identified by molecular diagnostics using Next Generation Sequencing (NGS). RESULTS We present a detailed phenotypic analysis of six individuals with KAT6B-related disorders, in whom a heterozygous pathogenic variant in KAT6B gene was found. In all of our patients facial dysmorphism as well as developmental and speech delay were present. Additionally, all but one patients presented with hypotonia, ocular abnormalities and long thumbs. Most of our probands showed blepharophimosis and skeletal (mainly knee) defects. Contrary to previously reported severe patellar defects (hypoplasia/agenesis) anomalies presented by our patients were less severe (dysplasia, habitual dislocation, subluxation) referring to KAT6B-related disorders. CONCLUSION While most of the anomalies found in our patients comply with SBBYSS criteria, phenotypic differences in our probands support a broader spectrum of the disease phenotype. To establish the range of this spectrum, a detailed analysis of clinical variability among patients with SBBYSS requires further investigation.
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Affiliation(s)
- Klaniewska Magdalena
- Department of Family and Pediatric NursingMedical University of WroclawWroclawPoland
| | | | | | - Jezela‐Stanek Aleksandra
- Department of Genetics and Clinical ImmunologyNational Institute of Tuberculosis and Lung DiseasesWarsawPoland
| | | | - Krajewska‐Walasek Malgorzata
- Department of Genetics and Clinical ImmunologyNational Institute of Tuberculosis and Lung DiseasesWarsawPoland
- Department of Medical GeneticsChildren's Memorial Health InstituteWarsawPoland
- Clinical Research CentreMedical University of BialystokPoland
| | - Ciara Elzbieta
- Department of Medical GeneticsChildren's Memorial Health InstituteWarsawPoland
| | - Pelc Magdalena
- Department of Medical GeneticsChildren's Memorial Health InstituteWarsawPoland
| | - Jurkiewicz Dorota
- Department of Medical GeneticsChildren's Memorial Health InstituteWarsawPoland
| | - Stawinski Piotr
- Department of Medical GeneticsWarsaw Medical UniversityWarsawPoland
| | | | | | - Ploski Rafal
- Department of Medical GeneticsWarsaw Medical UniversityWarsawPoland
| | - Smigiel Robert
- Department of Pediatrics, Endocrinology, Diabetology and Metabolic DiseasesMedical University of WroclawWroclawPoland
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Pagliara D, Ciolfi A, Pedace L, Haghshenas S, Ferilli M, Levy MA, Miele E, Nardini C, Cappelletti C, Relator R, Pitisci A, De Vito R, Pizzi S, Kerkhof J, McConkey H, Nazio F, Kant SG, Di Donato M, Agolini E, Matraxia M, Pasini B, Pelle A, Galluccio T, Novelli A, Barakat TS, Andreani M, Rossi F, Mecucci C, Savoia A, Sadikovic B, Locatelli F, Tartaglia M. Identification of a robust DNA methylation signature for Fanconi anemia. Am J Hum Genet 2023; 110:1938-1949. [PMID: 37865086 PMCID: PMC10645556 DOI: 10.1016/j.ajhg.2023.09.014] [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: 06/29/2023] [Revised: 09/26/2023] [Accepted: 09/27/2023] [Indexed: 10/23/2023] Open
Abstract
Fanconi anemia (FA) is a clinically variable and genetically heterogeneous cancer-predisposing disorder representing the most common bone marrow failure syndrome. It is caused by inactivating predominantly biallelic mutations involving >20 genes encoding proteins with roles in the FA/BRCA DNA repair pathway. Molecular diagnosis of FA is challenging due to the wide spectrum of the contributing gene mutations and structural rearrangements. The assessment of chromosomal fragility after exposure to DNA cross-linking agents is generally required to definitively confirm diagnosis. We assessed peripheral blood genome-wide DNA methylation (DNAm) profiles in 25 subjects with molecularly confirmed clinical diagnosis of FA (FANCA complementation group) using Illumina's Infinium EPIC array. We identified 82 differentially methylated CpG sites that allow to distinguish subjects with FA from healthy individuals and subjects with other genetic disorders, defining an FA-specific DNAm signature. The episignature was validated using a second cohort of subjects with FA involving different complementation groups, documenting broader genetic sensitivity and demonstrating its specificity using the EpiSign Knowledge Database. The episignature properly classified DNA samples obtained from bone marrow aspirates, demonstrating robustness. Using the selected probes, we trained a machine-learning model able to classify EPIC DNAm profiles in molecularly unsolved cases. Finally, we show that the generated episignature includes CpG sites that do not undergo functional selective pressure, allowing diagnosis of FA in individuals with reverted phenotype due to gene conversion. These findings provide a tool to accelerate diagnostic testing in FA and broaden the clinical utility of DNAm profiling in the diagnostic setting.
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Affiliation(s)
- Daria Pagliara
- Department of Hematology/Oncology and Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy
| | - Andrea Ciolfi
- Molecular Genetics and Functional Genomics, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy
| | - Lucia Pedace
- Department of Hematology/Oncology and Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy
| | - Sadegheh Haghshenas
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Marco Ferilli
- Molecular Genetics and Functional Genomics, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy
| | - Michael A Levy
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Evelina Miele
- Department of Hematology/Oncology and Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy
| | - Claudia Nardini
- Department of Hematology/Oncology and Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy
| | - Camilla Cappelletti
- Molecular Genetics and Functional Genomics, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy
| | - Raissa Relator
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Angela Pitisci
- Department of Hematology/Oncology and Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy
| | - Rita De Vito
- Department of Laboratories, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy
| | - Simone Pizzi
- Molecular Genetics and Functional Genomics, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Francesca Nazio
- Department of Hematology/Oncology and Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy
| | - Sarina G Kant
- Department of Clinical Genetics, Erasmus MC University Medical Center, 3015 Rotterdam, the Netherlands
| | - Maddalena Di Donato
- Laboratory of Medical Genetics, Translational Cytogenomics Research Unit, Bambino Gesù Children Hospital, IRCCS, 00146 Rome, Italy
| | - Emanuele Agolini
- Laboratory of Medical Genetics, Translational Cytogenomics Research Unit, Bambino Gesù Children Hospital, IRCCS, 00146 Rome, Italy
| | - Marta Matraxia
- Laboratory of Medical Genetics, Translational Cytogenomics Research Unit, Bambino Gesù Children Hospital, IRCCS, 00146 Rome, Italy
| | - Barbara Pasini
- AOU Città della salute e della scienza di Torino, Molinette's Hospital, 10126 Torino, Italy
| | - Alessandra Pelle
- AOU Città della salute e della scienza di Torino, Molinette's Hospital, 10126 Torino, Italy
| | - Tiziana Galluccio
- Laboratory of Transplant Immunogenetics, Department of Hematology/Oncology, Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, 00146 Rome, Italy
| | - Antonio Novelli
- Laboratory of Medical Genetics, Translational Cytogenomics Research Unit, Bambino Gesù Children Hospital, IRCCS, 00146 Rome, Italy
| | - Tahsin Stefan Barakat
- Department of Clinical Genetics, Erasmus MC University Medical Center, 3015 Rotterdam, the Netherlands; ENCORE Expertise Center for Neurodevelopmental Disorders, Erasmus MC University Medical Center, 3015 Rotterdam, the Netherlands
| | - Marco Andreani
- Laboratory of Transplant Immunogenetics, Department of Hematology/Oncology, Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, 00146 Rome, Italy
| | - Francesca Rossi
- Department of Woman, Child and of General and Specialist Surgery, University of Campania "Luigi Vanvitelli," 80138 Naples, Italy
| | - Cristina Mecucci
- Institute of Hematology and Center for Hemato-Oncology Research, University and Hospital of Perugia, 06123 Perugia, Italy
| | - Anna Savoia
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, 37134 Verona, Italy
| | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Franco Locatelli
- Department of Hematology/Oncology and Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy; Department of Pediatrics, Catholic University of the Sacred Hearth, 00168 Rome, Italy.
| | - Marco Tartaglia
- Molecular Genetics and Functional Genomics, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy.
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37
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LaFlamme CW, Rastin C, Sengupta S, Pennington HE, Russ-Hall SJ, Schneider AL, Bonkowski ES, Almanza Fuerte EP, Galey M, Goffena J, Gibson SB, Allan TJ, Nyaga DM, Lieffering N, Hebbar M, Walker EV, Darnell D, Olsen SR, Kolekar P, Djekidel N, Rosikiewicz W, McConkey H, Kerkhof J, Levy MA, Relator R, Lev D, Lerman-Sagie T, Park KL, Alders M, Cappuccio G, Chatron N, Demain L, Genevieve D, Lesca G, Roscioli T, Sanlaville D, Tedder ML, Hubshman MW, Ketkar S, Dai H, Worley KC, Rosenfeld JA, Chao HT, Neale G, Carvill GL, Wang Z, Berkovic SF, Sadleir LG, Miller DE, Scheffer IE, Sadikovic B, Mefford HC. Diagnostic Utility of Genome-wide DNA Methylation Analysis in Genetically Unsolved Developmental and Epileptic Encephalopathies and Refinement of a CHD2 Episignature. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.10.11.23296741. [PMID: 37873138 PMCID: PMC10592992 DOI: 10.1101/2023.10.11.23296741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Sequence-based genetic testing currently identifies causative genetic variants in ∼50% of individuals with developmental and epileptic encephalopathies (DEEs). Aberrant changes in DNA methylation are implicated in various neurodevelopmental disorders but remain unstudied in DEEs. Rare epigenetic variations ("epivariants") can drive disease by modulating gene expression at single loci, whereas genome-wide DNA methylation changes can result in distinct "episignature" biomarkers for monogenic disorders in a growing number of rare diseases. Here, we interrogate the diagnostic utility of genome-wide DNA methylation array analysis on peripheral blood samples from 516 individuals with genetically unsolved DEEs who had previously undergone extensive genetic testing. We identified rare differentially methylated regions (DMRs) and explanatory episignatures to discover causative and candidate genetic etiologies in 10 individuals. We then used long-read sequencing to identify DNA variants underlying rare DMRs, including one balanced translocation, three CG-rich repeat expansions, and two copy number variants. We also identify pathogenic sequence variants associated with episignatures; some had been missed by previous exome sequencing. Although most DEE genes lack known episignatures, the increase in diagnostic yield for DNA methylation analysis in DEEs is comparable to the added yield of genome sequencing. Finally, we refine an episignature for CHD2 using an 850K methylation array which was further refined at higher CpG resolution using bisulfite sequencing to investigate potential insights into CHD2 pathophysiology. Our study demonstrates the diagnostic yield of genome-wide DNA methylation analysis to identify causal and candidate genetic causes as ∼2% (10/516) for unsolved DEE cases.
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Tesi B, Boileau C, Boycott KM, Canaud G, Caulfield M, Choukair D, Hill S, Spielmann M, Wedell A, Wirta V, Nordgren A, Lindstrand A. Precision medicine in rare diseases: What is next? J Intern Med 2023; 294:397-412. [PMID: 37211972 DOI: 10.1111/joim.13655] [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] [Indexed: 05/23/2023]
Abstract
Molecular diagnostics is a cornerstone of modern precision medicine, broadly understood as tailoring an individual's treatment, follow-up, and care based on molecular data. In rare diseases (RDs), molecular diagnoses reveal valuable information about the cause of symptoms, disease progression, familial risk, and in certain cases, unlock access to targeted therapies. Due to decreasing DNA sequencing costs, genome sequencing (GS) is emerging as the primary method for precision diagnostics in RDs. Several ongoing European initiatives for precision medicine have chosen GS as their method of choice. Recent research supports the role for GS as first-line genetic investigation in individuals with suspected RD, due to its improved diagnostic yield compared to other methods. Moreover, GS can detect a broad range of genetic aberrations including those in noncoding regions, producing comprehensive data that can be periodically reanalyzed for years to come when further evidence emerges. Indeed, targeted drug development and repurposing of medicines can be accelerated as more individuals with RDs receive a molecular diagnosis. Multidisciplinary teams in which clinical specialists collaborate with geneticists, genomics education of professionals and the public, and dialogue with patient advocacy groups are essential elements for the integration of precision medicine into clinical practice worldwide. It is also paramount that large research projects share genetic data and leverage novel technologies to fully diagnose individuals with RDs. In conclusion, GS increases diagnostic yields and is a crucial step toward precision medicine for RDs. Its clinical implementation will enable better patient management, unlock targeted therapies, and guide the development of innovative treatments.
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Affiliation(s)
- Bianca Tesi
- Department of Molecular Medicine and Surgery and Centre of Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
- Center for Hematology and Regenerative Medicine, Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Catherine Boileau
- Département de Génétique, APHP, Hôpital Bichat-Claude Bernard, Université Paris Cité, Paris, France
| | - Kym M Boycott
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - Guillaume Canaud
- INSERM U1151, Unité de médecine translationnelle et thérapies ciblées, Hôpital Necker-Enfants Malades, Université Paris Cité, AP-HP, Paris, France
| | - Mark Caulfield
- William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Daniela Choukair
- Division of Pediatric Endocrinology and Diabetes, Center for Pediatrics and Adolescent Medicine, University Hospital Heidelberg, Heidelberg, Germany and Center for Rare Diseases, University Hospital Heidelberg, Heidelberg, Germany
| | - Sue Hill
- Chief Scientific Officer, NHS England, London, UK
| | - Malte Spielmann
- Institute of Human Genetics, University Hospitals Schleswig-Holstein, University of Lübeck and Kiel University, Lübeck, Kiel, Germany
| | - Anna Wedell
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Centre for Inherited Metabolic Diseases, Karolinska University Hospital, Stockholm, Sweden
| | - Valtteri Wirta
- Science for Life Laboratory, Department of Microbiology, Tumour and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institutet of Technology, Stockholm, Sweden
| | - Ann Nordgren
- Department of Molecular Medicine and Surgery and Centre of Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
- Department of Laboratory Medicine, Institute of Biomedicine, University of Gothenburg, Gothenburg, Sweden
- Department of Clinical Genetics and Genomics, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Anna Lindstrand
- Department of Molecular Medicine and Surgery and Centre of Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
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Shayota BJ. Downstream Assays for Variant Resolution: Epigenetics, RNA Sequnncing, and Metabolomics. Pediatr Clin North Am 2023; 70:929-936. [PMID: 37704351 DOI: 10.1016/j.pcl.2023.05.006] [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] [Indexed: 09/15/2023]
Abstract
As the availability of advanced molecular testing like whole exome and genome sequencing expands, it comes with the added complication of interpreting inconclusive results, including determining the relevance of variants of uncertain significance or failing to find a variant in an otherwise suspected specific genetic disorder. This complication necessitates the use of alternative testing methods to gather more information in support of, or against, a particular genetic diagnosis. Therefore, new genome-wide approaches, including DNA epigenetic testing, RNA sequencing, and metabolomics, are increasingly being used to increase the diagnostic yield when used in conjunction with more conventional genetic tests.
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Affiliation(s)
- Brian J Shayota
- University of Utah, 295 Chipeta Way, Salt Lake City, UT 84108, USA; Primary Children's Hospital, Salt Lake City, UT, USA.
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40
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Picketts D, Mirzaa G, Yan K, Relator R, Timpano S, Yalcin B, Collins S, Ziegler A, Pao E, Oyama N, Brischoux-Boucher E, Piard J, Monaghan K, Sacoto MG, Dobyns W, Park K, Fernández-Mayoralas D, Fernández-Jaén A, Jayakar P, Brusco A, Antona V, Giorgio E, Kvarnung M, Isidor B, Conrad S, Cogné B, Deb W, Stuurman KE, Sterbova K, Smal N, Weckhuysen S, Oegema R, Innes M, Latsko M, Ben-Omran T, Yeh R, Kruer M, Bakhtiari S, Papavasiliou A, Moutton S, Nambot S, Chanprasert S, Paolucci S, Miller K, Burton B, Kim K, O'Heir E, Bruwer Z, Donald K, Kleefstra T, Goldstein A, Angle B, Bontempo K, Miny P, Joset P, Demurger F, Hobson E, Pang L, Carpenter L, Li D, Bonneau D, Sadikovic B. Pathogenic variants in SMARCA1 cause an X-linked neurodevelopmental disorder modulated by NURF complex composition. RESEARCH SQUARE 2023:rs.3.rs-3317938. [PMID: 37841849 PMCID: PMC10571636 DOI: 10.21203/rs.3.rs-3317938/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2023]
Abstract
Pathogenic variants in ATP-dependent chromatin remodeling proteins are a recurrent cause of neurodevelopmental disorders (NDDs). The NURF complex consists of BPTF and either the SNF2H (SMARCA5) or SNF2L (SMARCA1) ISWI-chromatin remodeling enzyme. Pathogenic variants in BPTF and SMARCA5 were previously implicated in NDDs. Here, we describe 40 individuals from 30 families with de novo or maternally inherited pathogenic variants in SMARCA1. This novel NDD was associated with mild to severe ID/DD, delayed or regressive speech development, and some recurrent facial dysmorphisms. Individuals carrying SMARCA1 loss-of-function variants exhibited a mild genome-wide DNA methylation profile and a high penetrance of macrocephaly. Genetic dissection of the NURF complex using Smarca1, Smarca5, and Bptfsingle and double mouse knockouts revealed the importance of NURF composition and dosage for proper forebrain development. Finally, we propose that genetic alterations affecting different NURF components result in a NDD with a broad clinical spectrum.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Emily Pao
- Seattle Children's Research Institute
| | | | | | | | | | | | | | - Kristen Park
- University of Colorado Denver School of Medicine
| | | | - Alberto Fernández-Jaén
- Department of Pediatrics and Neurology, Hospital Universitario Quirónsalud, School of Medicine, Universidad Europea de Madrid
| | - Parul Jayakar
- Division of Genetics and Metabolism, Nicklaus Children's Hospital
| | | | | | | | | | | | | | | | | | - K E Stuurman
- Department of Clinical Genetics, Erasmus University Medical Center
| | | | | | | | | | | | - Maeson Latsko
- The Steve and Cindy Rasmussen Institute for Genomic Medicine
| | | | | | | | | | | | | | - Sophie Nambot
- Centre de Génétique et Centre de référence «Anomalies du Développement et Syndromes Malformatifs», Hôpital d'Enfants, Centre Hospitalier
| | | | | | | | | | | | | | | | - Kirsten Donald
- Division of Developmental Paediatrics, Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, Klipfontein Road/Private Bag, Rondebosch, 7700/7701, Cape Town, South A
| | | | | | | | | | | | | | | | | | | | | | - Dong Li
- The Children's Hospital of Philadelphia
| | - Dominique Bonneau
- Department of Biochemistry and Genetics, University Hospital of Angers, F-49000
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41
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Ansari M, Faour KNW, Shimamura A, Grimes G, Kao EM, Denhoff ER, Blatnik A, Ben-Isvy D, Wang L, Helm BM, Firth H, Breman AM, Bijlsma EK, Iwata-Otsubo A, de Ravel TJL, Fusaro V, Fryer A, Nykamp K, Stühn LG, Haack TB, Korenke GC, Constantinou P, Bujakowska KM, Low KJ, Place E, Humberson J, Napier MP, Hoffman J, Juusola J, Deardorff MA, Shao W, Rockowitz S, Krantz I, Kaur M, Raible S, Kliesch S, Singer-Berk M, Groopman E, DiTroia S, Ballal S, Srivastava S, Rothfelder K, Biskup S, Rzasa J, Kerkhof J, McConkey H, O'Donnell-Luria A, Sadikovic B, Hilton S, Banka S, Tüttelmann F, Conrad D, Talkowski ME, FitzPatrick DR, Boone PM. Heterozygous loss-of-function SMC3 variants are associated with variable and incompletely penetrant growth and developmental features. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.09.27.23294269. [PMID: 37808847 PMCID: PMC10557843 DOI: 10.1101/2023.09.27.23294269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Heterozygous missense variants and in-frame indels in SMC3 are a cause of Cornelia de Lange syndrome (CdLS), marked by intellectual disability, growth deficiency, and dysmorphism, via an apparent dominant-negative mechanism. However, the spectrum of manifestations associated with SMC3 loss-of-function variants has not been reported, leading to hypotheses of alternative phenotypes or even developmental lethality. We used matchmaking servers, patient registries, and other resources to identify individuals with heterozygous, predicted loss-of-function (pLoF) variants in SMC3, and analyzed population databases to characterize mutational intolerance in this gene. Here, we show that SMC3 behaves as an archetypal haploinsufficient gene: it is highly constrained against pLoF variants, strongly depleted for missense variants, and pLoF variants are associated with a range of developmental phenotypes. Among 13 individuals with SMC3 pLoF variants, phenotypes were variable but coalesced on low growth parameters, developmental delay/intellectual disability, and dysmorphism reminiscent of atypical CdLS. Comparisons to individuals with SMC3 missense/in-frame indel variants demonstrated a milder presentation in pLoF carriers. Furthermore, several individuals harboring pLoF variants in SMC3 were nonpenetrant for growth, developmental, and/or dysmorphic features, some instead having intriguing symptomatologies with rational biological links to SMC3 including bone marrow failure, acute myeloid leukemia, and Coats retinal vasculopathy. Analyses of transcriptomic and epigenetic data suggest that SMC3 pLoF variants reduce SMC3 expression but do not result in a blood DNA methylation signature clustering with that of CdLS, and that the global transcriptional signature of SMC3 loss is model-dependent. Our finding of substantial population-scale LoF intolerance in concert with variable penetrance in subjects with SMC3 pLoF variants expands the scope of cohesinopathies, informs on their allelic architecture, and suggests the existence of additional clearly LoF-constrained genes whose disease links will be confirmed only by multi-layered genomic data paired with careful phenotyping.
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Affiliation(s)
- Morad Ansari
- South East Scotland Genetic Service, Western General Hospital, Edinburgh, UK
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- These authors contributed equally
| | - Kamli N W Faour
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, US
- Cornelia de Lange Syndrome and Related Disorders Clinic, Boston Children's Hospital, Boston, MA, US
- These authors contributed equally
| | - Akiko Shimamura
- Division of Hematology and Oncology, Boston Children's Hospital, Boston, MA, US
| | - Graeme Grimes
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Emeline M Kao
- Institutional Centers for Clinical and Translational Research, Boston Children's Hospital, Boston, MA, US
| | - Erica R Denhoff
- Institutional Centers for Clinical and Translational Research, Boston Children's Hospital, Boston, MA, US
| | - Ana Blatnik
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- Department of Clinical Cancer Genetics, Institute of Oncology Ljubljana, Ljubljana, SI
| | - Daniel Ben-Isvy
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, US
- Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, US
- Division of Medical Sciences, Harvard Medical School, Boston, MA, US
| | - Lily Wang
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, US
- Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, US
- Division of Medical Sciences, Harvard Medical School, Boston, MA, US
| | - Benjamin M Helm
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, US
| | - Helen Firth
- Clinical Genetics, Addenbrooke's Hospital, Cambridge University Hospitals, Cambridge, UK
| | - Amy M Breman
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, US
| | - Emilia K Bijlsma
- Department of Clinical Genetics, Leiden University Medical Centre, Leiden, NL
| | - Aiko Iwata-Otsubo
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, US
| | - Thomy J L de Ravel
- Centre for Human Genetics, UZ Leuven/ Leuven University Hospitals, Leuven, BE
| | | | - Alan Fryer
- Department of Clinical Genetics, Alder Hey Children's Hospital Liverpool, Liverpool, UK
| | | | - Lara G Stühn
- Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, DE
| | - Tobias B Haack
- Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, DE
| | - G Christoph Korenke
- University Children's Hospital Oldenburg, Department of Neuropaediatric and Metabolic Diseases, University Children's Hospital Oldenburg, Oldenburg, DE
| | - Panayiotis Constantinou
- West of Scotland Centre for Genomic Medicine, Queen Elizabeth University Hospital, Glasgow, UK
| | | | - Karen J Low
- University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
- University of Bristol, Bristol, UK
| | - Emily Place
- Massachusetts Eye and Ear Infirmary, Boston, MA, US
| | | | | | | | | | - Matthew A Deardorff
- Departments of Pathology and Pediatrics, Children's Hospital Los Angeles and University of Southern California, Los Angeles, CA, US
| | - Wanqing Shao
- Research Computing, Information Technology, Boston Children's Hospital, Boston, MA, US
| | - Shira Rockowitz
- Research Computing, Information Technology, Boston Children's Hospital, Boston, MA, US
- The Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA, US
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, US
| | - Ian Krantz
- Children's Hospital of Philadelphia, Philadelphia, PA, US
| | - Maninder Kaur
- Children's Hospital of Philadelphia, Philadelphia, PA, US
| | - Sarah Raible
- Children's Hospital of Philadelphia, Philadelphia, PA, US
| | - Sabine Kliesch
- Department of Clinical and Surgical Andrology, Centre of Reproductive Medicine and Andrology, University Hospital Münster, Münster, DE
| | - Moriel Singer-Berk
- Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, US
| | - Emily Groopman
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, US
- Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, US
| | - Stephanie DiTroia
- Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, US
| | - Sonia Ballal
- Cornelia de Lange Syndrome and Related Disorders Clinic, Boston Children's Hospital, Boston, MA, US
- Division of Gastroenterology, Boston Children's Hospital, Boston, MA, US
| | - Siddharth Srivastava
- Cornelia de Lange Syndrome and Related Disorders Clinic, Boston Children's Hospital, Boston, MA, US
- Divison of Neurology, Boston Children's Hospital, Boston, MA, US
| | | | - Saskia Biskup
- Zentrum für Humangenetik, Tübingen, DE
- Center for Genomics and Transcriptomics (CeGaT), Tübingen, DE
| | - Jessica Rzasa
- Molecular Diagnostics Program and Verspeeten Clinical Genome Centre, LHSC, London, CA
| | - Jennifer Kerkhof
- Molecular Diagnostics Program and Verspeeten Clinical Genome Centre, LHSC, London, CA
| | - Haley McConkey
- Molecular Diagnostics Program and Verspeeten Clinical Genome Centre, LHSC, London, CA
| | - Anne O'Donnell-Luria
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, US
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, US
- Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, US
| | - Bekim Sadikovic
- Molecular Diagnostics Program and Verspeeten Clinical Genome Centre, LHSC, London, CA
| | | | | | - Frank Tüttelmann
- Institute of Reproductive Genetics, University of Münster, Münster, DE
| | - Donald Conrad
- Division of Genetics, Oregon National Primate Research Center, Oregon Health and Science University, Portland, OR, US
- Center for Embryonic Cell and Gene Therapy, Oregon Health and Science University, Portland, OR, US
| | - Michael E Talkowski
- Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, US
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, US
| | - David R FitzPatrick
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- These authors contributed equally
| | - Philip M Boone
- Cornelia de Lange Syndrome and Related Disorders Clinic, Boston Children's Hospital, Boston, MA, US
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, US
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, US
- Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, US
- These authors contributed equally
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42
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Rastin C, Schenkel LC, Sadikovic B. Complexity in Genetic Epilepsies: A Comprehensive Review. Int J Mol Sci 2023; 24:14606. [PMID: 37834053 PMCID: PMC10572646 DOI: 10.3390/ijms241914606] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 09/22/2023] [Accepted: 09/25/2023] [Indexed: 10/15/2023] Open
Abstract
Epilepsy is a highly prevalent neurological disorder, affecting between 5-8 per 1000 individuals and is associated with a lifetime risk of up to 3%. In addition to high incidence, epilepsy is a highly heterogeneous disorder, with variation including, but not limited to the following: severity, age of onset, type of seizure, developmental delay, drug responsiveness, and other comorbidities. Variable phenotypes are reflected in a range of etiologies including genetic, infectious, metabolic, immune, acquired/structural (resulting from, for example, a severe head injury or stroke), or idiopathic. This review will focus specifically on epilepsies with a genetic cause, genetic testing, and biomarkers in epilepsy.
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Affiliation(s)
- Cassandra Rastin
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON N6A 5W9, Canada
- Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Laila C. Schenkel
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON N6A 5W9, Canada
- Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Bekim Sadikovic
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON N6A 5W9, Canada
- Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
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43
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Vollger MR, Korlach J, Eldred KC, Swanson E, Underwood JG, Cheng YHH, Ranchalis J, Mao Y, Blue EE, Schwarze U, Munson KM, Saunders CT, Wenger AM, Allworth A, Chanprasert S, Duerden BL, Glass I, Horike-Pyne M, Kim M, Leppig KA, McLaughlin IJ, Ogawa J, Rosenthal EA, Sheppeard S, Sherman SM, Strohbehn S, Yuen AL, Reh TA, Byers PH, Bamshad MJ, Hisama FM, Jarvik GP, Sancak Y, Dipple KM, Stergachis AB. Synchronized long-read genome, methylome, epigenome, and transcriptome for resolving a Mendelian condition. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.26.559521. [PMID: 37808736 PMCID: PMC10557686 DOI: 10.1101/2023.09.26.559521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Resolving the molecular basis of a Mendelian condition (MC) remains challenging owing to the diverse mechanisms by which genetic variants cause disease. To address this, we developed a synchronized long-read genome, methylome, epigenome, and transcriptome sequencing approach, which enables accurate single-nucleotide, insertion-deletion, and structural variant calling and diploid de novo genome assembly, and permits the simultaneous elucidation of haplotype-resolved CpG methylation, chromatin accessibility, and full-length transcript information in a single long-read sequencing run. Application of this approach to an Undiagnosed Diseases Network (UDN) participant with a chromosome X;13 balanced translocation of uncertain significance revealed that this translocation disrupted the functioning of four separate genes (NBEA, PDK3, MAB21L1, and RB1) previously associated with single-gene MCs. Notably, the function of each gene was disrupted via a distinct mechanism that required integration of the four 'omes' to resolve. These included nonsense-mediated decay, fusion transcript formation, enhancer adoption, transcriptional readthrough silencing, and inappropriate X chromosome inactivation of autosomal genes. Overall, this highlights the utility of synchronized long-read multi-omic profiling for mechanistically resolving complex phenotypes.
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Affiliation(s)
- Mitchell R. Vollger
- University of Washington School of Medicine, Department of Genome Sciences, Seattle, WA, USA
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
| | | | - Kiara C. Eldred
- University of Washington School of Medicine, Department of Biological Structure, Seattle, WA, USA
| | - Elliott Swanson
- University of Washington School of Medicine, Department of Genome Sciences, Seattle, WA, USA
| | | | - Yong-Han H. Cheng
- University of Washington School of Medicine, Department of Genome Sciences, Seattle, WA, USA
| | - Jane Ranchalis
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
| | - Yizi Mao
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
| | - Elizabeth E. Blue
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
- Institute for Public Health Genetics, University of Washington, Seattle, WA, USA
- Brotman Baty Institute for Precision Medicine, Seattle, WA, USA
| | - Ulrike Schwarze
- University of Washington School of Medicine, Department of Laboratory Medicine and Pathology, Seattle, WA, USA
| | - Katherine M. Munson
- University of Washington School of Medicine, Department of Genome Sciences, Seattle, WA, USA
| | | | | | - Aimee Allworth
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
| | - Sirisak Chanprasert
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
| | | | - Ian Glass
- Brotman Baty Institute for Precision Medicine, Seattle, WA, USA
- University of Washington, Department of Pediatrics, Seattle, WA, USA
| | - Martha Horike-Pyne
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
| | | | - Kathleen A. Leppig
- Genetic Services, Kaiser Permanente Washington, Seattle, Washington, USA
| | | | | | | | - Sam Sheppeard
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
| | - Stephanie M. Sherman
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
| | - Samuel Strohbehn
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
| | - Amy L. Yuen
- Genetic Services, Kaiser Permanente Washington, Seattle, Washington, USA
| | | | - Thomas A. Reh
- University of Washington School of Medicine, Department of Biological Structure, Seattle, WA, USA
| | - Peter H. Byers
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
- University of Washington School of Medicine, Department of Laboratory Medicine and Pathology, Seattle, WA, USA
| | - Michael J. Bamshad
- Brotman Baty Institute for Precision Medicine, Seattle, WA, USA
- University of Washington, Department of Pediatrics, Seattle, WA, USA
| | - Fuki M. Hisama
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
- Brotman Baty Institute for Precision Medicine, Seattle, WA, USA
| | - Gail P. Jarvik
- University of Washington School of Medicine, Department of Genome Sciences, Seattle, WA, USA
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
- Brotman Baty Institute for Precision Medicine, Seattle, WA, USA
| | - Yasemin Sancak
- University of Washington School of Medicine, Department of Pharmacology, Seattle, WA, USA
| | - Katrina M. Dipple
- Brotman Baty Institute for Precision Medicine, Seattle, WA, USA
- University of Washington, Department of Pediatrics, Seattle, WA, USA
| | - Andrew B. Stergachis
- University of Washington School of Medicine, Department of Genome Sciences, Seattle, WA, USA
- University of Washington School of Medicine, Department of Medicine, Seattle, WA, USA
- Brotman Baty Institute for Precision Medicine, Seattle, WA, USA
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44
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Lee SM, Loo CE, Prasasya RD, Bartolomei MS, Kohli RM, Zhou W. Low-input and single-cell methods for Infinium DNA methylation BeadChips. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.18.558252. [PMID: 37786695 PMCID: PMC10541608 DOI: 10.1101/2023.09.18.558252] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
The Infinium BeadChip is the most widely used DNA methylome assay technology for population-scale epigenome profiling. However, the standard workflow requires over 200 ng of input DNA, hindering its application to small cell-number samples, such as primordial germ cells. We developed experimental and analysis workflows to extend this technology to suboptimal input DNA conditions, including ultra-low input down to single cells. DNA preamplification significantly enhanced detection rates to over 50% in five-cell samples and ∼25% in single cells. Enzymatic conversion also substantially improved data quality. Computationally, we developed a method to model the background signal's influence on the DNA methylation level readings. The modified detection p -values calculation achieved higher sensitivities for low-input datasets and was validated in over 100,000 public datasets with diverse methylation profiles. We employed the optimized workflow to query the demethylation dynamics in mouse primordial germ cells available at low cell numbers. Our data revealed nuanced chromatin states, sex disparities, and the role of DNA methylation in transposable element regulation during germ cell development. Collectively, we present comprehensive experimental and computational solutions to extend this widely used methylation assay technology to applications with limited DNA.
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45
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Lee S, Ochoa E, Badura-Stronka M, Donnelly D, Lederer D, Lynch SA, Gardham A, Morton J, Stewart H, Docquier F, Rodger F, Martin E, Toribio A, Maher ER, Balasubramanian M. Germline pathogenic variants in HNRNPU are associated with alterations in blood methylome. Eur J Hum Genet 2023; 31:1040-1047. [PMID: 37407733 PMCID: PMC10474128 DOI: 10.1038/s41431-023-01422-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 05/24/2023] [Accepted: 06/22/2023] [Indexed: 07/07/2023] Open
Abstract
HNRNPU encodes a multifunctional RNA-binding protein that plays critical roles in regulating pre-mRNA splicing, mRNA stability, and translation. Aberrant expression and dysregulation of HNRNPU have been implicated in various human diseases, including cancers and neurological disorders. We applied a next generation sequencing based assay (EPIC-NGS) to investigate genome-wide methylation profiling for >2 M CpGs for 7 individuals with a neurodevelopmental disorder associated with HNRNPU germline pathogenic loss-of-function variants. Compared to healthy individuals, 227 HNRNPU-associated differentially methylated positions were detected. Both hyper- and hypomethylation alterations were identified but the former predominated. The identification of a methylation episignature for HNRNPU-associated neurodevelopmental disorder (NDD) implicates HNPRNPU-related chromatin alterations in the aetiopathogenesis of this disorder and suggests that episignature profiling should have clinical utility as a predictor for the pathogenicity of HNRNPU variants of uncertain significance. The detection of a methylation episignaure for HNRNPU-associated NDD is consistent with a recent report of a methylation episignature for HNRNPK-associated NDD.
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Affiliation(s)
- Sunwoo Lee
- Department of Medical Genetics, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Eguzkine Ochoa
- Department of Medical Genetics, University of Cambridge, Cambridge, CB2 0QQ, UK
| | | | - Deirdre Donnelly
- Northern Ireland Regional Genetics Centre, Belfast Health and Social Care Trust/City Hospital, Belfast, Northern Ireland, UK
| | | | - Sally A Lynch
- Department of Clinical Genetics, Our Lady's Children's Hospital, Crumlin, Dublin, Republic of Ireland
| | - Alice Gardham
- London North West University Healthcare NHS Trust Genetics Service, Middlesex, UK
| | - Jenny Morton
- West Midlands Regional Clinical Genetics Service and Birmingham Health Partners, Birmingham Women's and Children's Hospitals NHS Foundation Trust, Birmingham, UK
| | - Helen Stewart
- Oxford Centre for Genomic Medicine, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - France Docquier
- Department of Medical Genetics, University of Cambridge, Cambridge, CB2 0QQ, UK
- Stratified Medicine Core Laboratory NGS Hub, Cambridge Biomedical Campus, Cambridge, UK
| | - Fay Rodger
- Department of Medical Genetics, University of Cambridge, Cambridge, CB2 0QQ, UK
- Stratified Medicine Core Laboratory NGS Hub, Cambridge Biomedical Campus, Cambridge, UK
| | - Ezequiel Martin
- Department of Medical Genetics, University of Cambridge, Cambridge, CB2 0QQ, UK
- Stratified Medicine Core Laboratory NGS Hub, Cambridge Biomedical Campus, Cambridge, UK
| | - Ana Toribio
- Department of Medical Genetics, University of Cambridge, Cambridge, CB2 0QQ, UK
- Stratified Medicine Core Laboratory NGS Hub, Cambridge Biomedical Campus, Cambridge, UK
| | - Eamonn R Maher
- Department of Medical Genetics, University of Cambridge, Cambridge, CB2 0QQ, UK.
| | - Meena Balasubramanian
- Department of Oncology & Metabolism, University of Sheffield, Sheffield, UK.
- Sheffield Clinical Genetics Service, Sheffield Children's NHS Foundation Trust, Sheffield, UK.
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46
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Smirnov D, Konstantinovskiy N, Prokisch H. Integrative omics approaches to advance rare disease diagnostics. J Inherit Metab Dis 2023; 46:824-838. [PMID: 37553850 DOI: 10.1002/jimd.12663] [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: 03/13/2023] [Revised: 07/26/2023] [Accepted: 07/27/2023] [Indexed: 08/10/2023]
Abstract
Over the past decade high-throughput DNA sequencing approaches, namely whole exome and whole genome sequencing became a standard procedure in Mendelian disease diagnostics. Implementation of these technologies greatly facilitated diagnostics and shifted the analysis paradigm from variant identification to prioritisation and evaluation. The diagnostic rates vary widely depending on the cohort size, heterogeneity and disease and range from around 30% to 50% leaving the majority of patients undiagnosed. Advances in omics technologies and computational analysis provide an opportunity to increase these unfavourable rates by providing evidence for disease-causing variant validation and prioritisation. This review aims to provide an overview of the current application of several omics technologies including RNA-sequencing, proteomics, metabolomics and DNA-methylation profiling for diagnostics of rare genetic diseases in general and inborn errors of metabolism in particular.
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Affiliation(s)
- Dmitrii Smirnov
- School of Medicine, Institute of Human Genetics, Technical University of Munich, Munich, Germany
- Institute of Neurogenomics, Computational Health Center, Helmholtz Munich, Neuherberg, Germany
| | - Nikita Konstantinovskiy
- School of Medicine, Institute of Human Genetics, Technical University of Munich, Munich, Germany
| | - Holger Prokisch
- School of Medicine, Institute of Human Genetics, Technical University of Munich, Munich, Germany
- Institute of Neurogenomics, Computational Health Center, Helmholtz Munich, Neuherberg, Germany
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47
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Haghshenas S, Foroutan A, Bhai P, Levy MA, Relator R, Kerkhof J, McConkey H, Skinner CD, Caylor RC, Tedder ML, Stevenson RE, Sadikovic B, Schwartz CE. Identification of a DNA methylation signature for Renpenning syndrome (RENS1), a spliceopathy. Eur J Hum Genet 2023; 31:879-886. [PMID: 36797465 PMCID: PMC10400603 DOI: 10.1038/s41431-023-01313-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 01/24/2023] [Accepted: 02/01/2023] [Indexed: 02/18/2023] Open
Abstract
The challenges and ambiguities in providing an accurate diagnosis for patients with neurodevelopmental disorders have led researchers to apply epigenetics as a technique to validate the diagnosis provided based on the clinical examination and genetic testing results. Genome-wide DNA methylation analysis has recently been adapted for clinical testing of patients with genetic neurodevelopmental disorders. In this paper, preliminary data demonstrating a DNA methylation signature for Renpenning syndrome (RENS1 - OMIM 309500), which is an X-linked recessive neurodevelopmental disorder caused by variants in polyglutamine-binding protein 1 (PQBP1) is reported. The identified episignature was then utilized to construct a highly sensitive and specific binary classification model. Besides providing evidence for the existence of a DNA methylation episignature for Renpenning syndrome, this study increases the knowledge of the molecular mechanisms related to the disease. Moreover, the availability of more subjects in future may facilitate the establishment of an episignature that can be utilized for diagnosis in a clinical setting and for reclassification of variants of unknown clinical significance.
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Affiliation(s)
- Sadegheh Haghshenas
- Department of Pathology and Laboratory Medicine, Western University, London, ON, N6A 3K7, Canada
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, N6A 5W9, Canada
| | - Aidin Foroutan
- Department of Pathology and Laboratory Medicine, Western University, London, ON, N6A 3K7, Canada
| | - Pratibha Bhai
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, N6A 5W9, Canada
| | - Michael A Levy
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, N6A 5W9, Canada
| | - Raissa Relator
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, N6A 5W9, Canada
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, N6A 5W9, Canada
| | - Haley McConkey
- Department of Pathology and Laboratory Medicine, Western University, London, ON, N6A 3K7, Canada
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, N6A 5W9, Canada
| | | | | | | | | | - Bekim Sadikovic
- Department of Pathology and Laboratory Medicine, Western University, London, ON, N6A 3K7, Canada.
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, N6A 5W9, Canada.
| | - Charles E Schwartz
- Greenwood Genetic Center, Greenwood, SC, 29646, USA.
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA.
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48
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Shalata A, Bar-Shai M, Hadid Y, Mahroum M, Mintz H, Shalata ZE, Radzishevsky E, Genizi J, Lorber A, Ben-Yosef T, Yaniv L. Danon Disease: Entire LAMP2 Gene Deletion with Unusual Clinical Presentation-Case Report and Review of the Literature. Genes (Basel) 2023; 14:1539. [PMID: 37628591 PMCID: PMC10454823 DOI: 10.3390/genes14081539] [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: 06/01/2023] [Revised: 07/17/2023] [Accepted: 07/25/2023] [Indexed: 08/27/2023] Open
Abstract
Danon disease is a rare x-linked dominant multisystemic disorder with a clinical triad of severe cardiomyopathy, skeletal myopathy, and intellectual disability. It is caused by defects in the lysosome-associated membrane protein-2 (LAMP2) gene. Numerous different mutations in the LAMP2 protein have been described. Danon disease is typically lethal by the mid-twenties in male patients due to cardiomyopathy and heart failure. Female patients usually present with milder and variable symptoms. This report describes a 42-year-old father and his 3-year-old daughter presenting with mild manifestations of the disease. The father has normal intellectual development and normal physical activity. At the age of 13, he was diagnosed with mild ventricular pre-excitation known as Wolf-Parkinson-White syndrome (WPWs), very mild and mostly asymptomatic cardiomyopathy and left ventricular hypertrophy, and at about the age of 25 presented with visual impairment due to cone-rod dystrophy. His daughter showed normal development and very mild asymptomatic electrocardiographic WPWs abnormalities with left mild ventricular hypertrophy. Genetic testing revealed an Xq24 microdeletion encompassing the entire LAMP2 gene. Relevant literature was reviewed as a reference for the etiology, diagnosis, treatment and case management.
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Affiliation(s)
- Adel Shalata
- The Simon Winter Institute for Human Genetics, Bnai Zion Medical Center, Haifa 32000, Israel; (Y.H.); (M.M.); (H.M.)
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa 32000, Israel; (E.R.); (J.G.); (A.L.); (T.B.-Y.); (L.Y.)
| | - Marina Bar-Shai
- The Institute of Medical Genetics, Carmel Medical Center, Haifa 34362, Israel;
| | - Yarin Hadid
- The Simon Winter Institute for Human Genetics, Bnai Zion Medical Center, Haifa 32000, Israel; (Y.H.); (M.M.); (H.M.)
| | - Muhammad Mahroum
- The Simon Winter Institute for Human Genetics, Bnai Zion Medical Center, Haifa 32000, Israel; (Y.H.); (M.M.); (H.M.)
| | - Hila Mintz
- The Simon Winter Institute for Human Genetics, Bnai Zion Medical Center, Haifa 32000, Israel; (Y.H.); (M.M.); (H.M.)
| | | | - Evgeny Radzishevsky
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa 32000, Israel; (E.R.); (J.G.); (A.L.); (T.B.-Y.); (L.Y.)
- Cardiology Department, Bnai Zion Medical Center, Haifa 32000, Israel
| | - Jacob Genizi
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa 32000, Israel; (E.R.); (J.G.); (A.L.); (T.B.-Y.); (L.Y.)
- Department of Pediatric, Bnai Zion Medical Center, Haifa 32000, Israel
| | - Avraham Lorber
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa 32000, Israel; (E.R.); (J.G.); (A.L.); (T.B.-Y.); (L.Y.)
- Pediatric Cardiology Unit, Rambam Medical Centre, Haifa 31096, Israel
| | - Tamar Ben-Yosef
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa 32000, Israel; (E.R.); (J.G.); (A.L.); (T.B.-Y.); (L.Y.)
| | - Liat Yaniv
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa 32000, Israel; (E.R.); (J.G.); (A.L.); (T.B.-Y.); (L.Y.)
- Department of Pediatric, Bnai Zion Medical Center, Haifa 32000, Israel
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49
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Walton E, Baltramonaityte V, Calhoun V, Heijmans BT, Thompson PM, Cecil CAM. A systematic review of neuroimaging epigenetic research: calling for an increased focus on development. Mol Psychiatry 2023; 28:2839-2847. [PMID: 37185958 PMCID: PMC10615743 DOI: 10.1038/s41380-023-02067-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 03/03/2023] [Accepted: 04/03/2023] [Indexed: 05/17/2023]
Abstract
Epigenetic mechanisms, such as DNA methylation (DNAm), have gained increasing attention as potential biomarkers and mechanisms underlying risk for neurodevelopmental, psychiatric and other brain-based disorders. Yet, surprisingly little is known about the extent to which DNAm is linked to individual differences in the brain itself, and how these associations may unfold across development - a time of life when many of these disorders emerge. Here, we systematically review evidence from the nascent field of Neuroimaging Epigenetics, combining structural or functional neuroimaging measures with DNAm, and the extent to which the developmental period (birth to adolescence) is represented in these studies. We identified 111 articles published between 2011-2021, out of which only a minority (21%) included samples under 18 years of age. Most studies were cross-sectional (85%), employed a candidate-gene approach (67%), and examined DNAm-brain associations in the context of health and behavioral outcomes (75%). Nearly half incorporated genetic data, and a fourth investigated environmental influences. Overall, studies support a link between peripheral DNAm and brain imaging measures, but there is little consistency in specific findings and it remains unclear whether DNAm markers present a cause, correlate or consequence of brain alterations. Overall, there is large heterogeneity in sample characteristics, peripheral tissue and brain outcome examined as well as the methods used. Sample sizes were generally low to moderate (median nall = 98, ndevelopmental = 80), and attempts at replication or meta-analysis were rare. Based on the strengths and weaknesses of existing studies, we propose three recommendations on how advance the field of Neuroimaging Epigenetics. We advocate for: (1) a greater focus on developmentally oriented research (i.e. pre-birth to adolescence); (2) the analysis of large, prospective, pediatric cohorts with repeated measures of DNAm and imaging to assess directionality; and (3) collaborative, interdisciplinary science to identify robust signals, triangulate findings and enhance translational potential.
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Affiliation(s)
- Esther Walton
- Department of Psychology, University of Bath, Bath, UK.
| | | | - Vince Calhoun
- Tri-institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA
| | - Bastiaan T Heijmans
- Molecular Epidemiology, Dept. of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Paul M Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of the University of Southern California, Marina del Rey, CA, USA
| | - Charlotte A M Cecil
- Molecular Epidemiology, Dept. of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands
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50
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Kawai T, Iwasaki Y, Ogata-Kawata H, Kamura H, Nakamura K, Hata K, Takano T, Nakabayashi K. Identification of a KDM6A somatic mutation responsible for Kabuki syndrome by excluding a conflicting KMT2D germline variant through episignature analysis. Eur J Med Genet 2023:104806. [PMID: 37379880 DOI: 10.1016/j.ejmg.2023.104806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 05/27/2023] [Accepted: 06/26/2023] [Indexed: 06/30/2023]
Abstract
Kabuki syndrome (KS) is a congenital disorder caused by mutations in either KMT2D on chromosome 12 or KDM6A on chromosome X, encoding a lysine methyltransferase and a lysine demethylase, respectively. A 9-year-4-month-old male patient with a normal karyotype presented with KS and autism spectrum disorder. Genetic testing for KS was conducted by Sanger sequencing and episignature analysis using DNA methylation array data. The patient had a mosaic stop-gain variant in KDM6A and a heterozygous missense variant (rs201078160) in KMT2D. The KDM6A variant is expected to be deleterious. The KMT2D variant pathogenicity has been inconsistently reported in the ClinVar database. Using biobanking resources, we identified two heterozygous individuals possessing the rs201078160 variant. In a subsequent episignature analysis, the KS patient showed the KS episignature, but two control individuals with the rs201078160 variant did not. Our results indicate that the mosaic stop-gained variant in KDM6A, but not the rs201078160 variant in KMT2D, is responsible for the KS phenotype in the patient. This study further demonstrated the utility of DNA methylation information in diagnosing rare genetic diseases and emphasized the importance of a reference dataset containing both genotype and DNA methylation information.
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Affiliation(s)
- Tomoko Kawai
- Department of Maternal-Fetal Biology, Research Institute, National Center for Child Health and Development, Setagaya, Tokyo, 157-8535, Japan
| | - Yuji Iwasaki
- Department of Pediatrics, Tokyo Metropolitan Tobu Medical Center for Children with Developmental Disabilities, Koto, Tokyo, 136-0075, Japan
| | - Hiroko Ogata-Kawata
- Department of Maternal-Fetal Biology, Research Institute, National Center for Child Health and Development, Setagaya, Tokyo, 157-8535, Japan
| | - Hiromi Kamura
- Department of Maternal-Fetal Biology, Research Institute, National Center for Child Health and Development, Setagaya, Tokyo, 157-8535, Japan
| | - Kazuaki Nakamura
- Department of Pharmacology, Research Institute, National Center for Child Health and Development, Setagaya, Tokyo, 157-8535, Japan
| | - Kenichiro Hata
- Department of Maternal-Fetal Biology, Research Institute, National Center for Child Health and Development, Setagaya, Tokyo, 157-8535, Japan; Department of Human Molecular Genetics, Gunma University Graduate School of Medicine, Maebashi, Gunma, 371-8511, Japan
| | - Takako Takano
- Department of Pediatrics, Tokyo Metropolitan Tobu Medical Center for Children with Developmental Disabilities, Koto, Tokyo, 136-0075, Japan; Department of Child Health, Tokyo Kasei University, Itabashi, Tokyo, 173-8602, Japan.
| | - Kazuhiko Nakabayashi
- Department of Maternal-Fetal Biology, Research Institute, National Center for Child Health and Development, Setagaya, Tokyo, 157-8535, Japan.
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