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Maroofian R, Kaiyrzhanov R, Cali E, Zamani M, Zaki MS, Ferla M, Tortora D, Sadeghian S, Saadi SM, Abdullah U, Karimiani EG, Efthymiou S, Yeşil G, Alavi S, Al Shamsi AM, Tajsharghi H, Abdel-Hamid MS, Saadi NW, Al Mutairi F, Alabdi L, Beetz C, Ali Z, Toosi MB, Rudnik-Schöneborn S, Babaei M, Isohanni P, Muhammad J, Khan S, Al Shalan M, Hickey SE, Marom D, Elhanan E, Kurian MA, Marafi D, Saberi A, Hamid M, Spaull R, Meng L, Lalani S, Maqbool S, Rahman F, Seeger J, Palculict TB, Lau T, Murphy D, Mencacci NE, Steindl K, Begemann A, Rauch A, Akbas S, Aslanger AD, Salpietro V, Yousaf H, Ben-Shachar S, Ejeskär K, Al Aqeel AI, High FA, Armstrong-Javors AE, Zahraei SM, Seifi T, Zeighami J, Shariati G, Sedaghat A, Asl SN, Shahrooei M, Zifarelli G, Burglen L, Ravelli C, Zschocke J, Schatz UA, Ghavideldarestani M, Kamel WA, Van Esch H, Hackenberg A, Taylor JC, Al-Gazali L, Bauer P, Gleeson JJ, Alkuraya FS, Lupski JR, Galehdari H, Azizimalamiri R, Chung WK, Baig SM, Houlden H, Severino M. Biallelic MED27 variants lead to variable ponto-cerebello-lental degeneration with movement disorders. Brain 2023; 146:5031-5043. [PMID: 37517035 PMCID: PMC10690011 DOI: 10.1093/brain/awad257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 06/29/2023] [Accepted: 07/11/2023] [Indexed: 08/01/2023] Open
Abstract
MED27 is a subunit of the Mediator multiprotein complex, which is involved in transcriptional regulation. Biallelic MED27 variants have recently been suggested to be responsible for an autosomal recessive neurodevelopmental disorder with spasticity, cataracts and cerebellar hypoplasia. We further delineate the clinical phenotype of MED27-related disease by characterizing the clinical and radiological features of 57 affected individuals from 30 unrelated families with biallelic MED27 variants. Using exome sequencing and extensive international genetic data sharing, 39 unpublished affected individuals from 18 independent families with biallelic missense variants in MED27 have been identified (29 females, mean age at last follow-up 17 ± 12.4 years, range 0.1-45). Follow-up and hitherto unreported clinical features were obtained from the published 12 families. Brain MRI scans from 34 cases were reviewed. MED27-related disease manifests as a broad phenotypic continuum ranging from developmental and epileptic-dyskinetic encephalopathy to variable neurodevelopmental disorder with movement abnormalities. It is characterized by mild to profound global developmental delay/intellectual disability (100%), bilateral cataracts (89%), infantile hypotonia (74%), microcephaly (62%), gait ataxia (63%), dystonia (61%), variably combined with epilepsy (50%), limb spasticity (51%), facial dysmorphism (38%) and death before reaching adulthood (16%). Brain MRI revealed cerebellar atrophy (100%), white matter volume loss (76.4%), pontine hypoplasia (47.2%) and basal ganglia atrophy with signal alterations (44.4%). Previously unreported 39 affected individuals had seven homozygous pathogenic missense MED27 variants, five of which were recurrent. An emerging genotype-phenotype correlation was observed. This study provides a comprehensive clinical-radiological description of MED27-related disease, establishes genotype-phenotype and clinical-radiological correlations and suggests a differential diagnosis with syndromes of cerebello-lental neurodegeneration and other subtypes of 'neuro-MEDopathies'.
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Affiliation(s)
- Reza Maroofian
- Department of Neuromuscular Diseases, University College London, Queen Square, Institute of Neurology, London WC1N 3BG, UK
| | - Rauan Kaiyrzhanov
- Department of Neuromuscular Diseases, University College London, Queen Square, Institute of Neurology, London WC1N 3BG, UK
| | - Elisa Cali
- Department of Neuromuscular Diseases, University College London, Queen Square, Institute of Neurology, London WC1N 3BG, UK
| | - Mina Zamani
- Department of Biology, Faculty of Science, Shahid Chamran University of Ahvaz, Ahvaz, Iran
- Narges Medical Genetics and Prenatal Diagnosis Laboratory, Kianpars, Ahvaz, Iran
- Ati Mehr Kasra Genetics Institute, Kianpars, Ahvaz, Iran
| | - Maha S Zaki
- Clinical Genetics Department, Human Genetics and Genome Research Institute, National Research Centre, Cairo 12622, Egypt
| | - Matteo Ferla
- Wellcome Centre for Human Genetics, University of Oxford and Oxford NIHR Biomedical Research Centre, Oxford, OX3 7BN UK
| | - Domenico Tortora
- Neuroradiology Unit, IRCCS Istituto Giannina Gaslini, 16147 Genoa, Italy
| | - Saeid Sadeghian
- Department of Pediatric Neurology, Golestan Medical, Educational, and Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Saadia Maryam Saadi
- Human Molecular Genetics Laboratory, Health Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE) College, PIEAS, 44000 Faisalabad, Pakistan
| | - Uzma Abdullah
- University Institute of Biochemistry and Biotechnology, PMAS Arid Agriculture University, 46300 Rawalpindi, Pakistan
| | - Ehsan Ghayoor Karimiani
- Department of Medical Genetics, Next Generation Genetic Polyclinic, Mashhad, Iran
- Molecular and Clinical Sciences Institute, St. George’s, University of London, London SW17 0RE, UK
- Innovative Medical Research Center, Mashhad Branch, Islamic Azad University, Mashhad, Iran
| | - Stephanie Efthymiou
- Department of Neuromuscular Diseases, University College London, Queen Square, Institute of Neurology, London WC1N 3BG, UK
| | - Gözde Yeşil
- Department of Medical Genetics, Istanbul Faculty of Medicine, Istanbul University, 34093 Istanbul, Turkey
| | - Shahryar Alavi
- Department of Neuromuscular Diseases, University College London, Queen Square, Institute of Neurology, London WC1N 3BG, UK
| | - Aisha M Al Shamsi
- Genetic Division, Pediatrics Department, Tawam Hospital, Al Ain, UAE
| | - Homa Tajsharghi
- School of Health Science, Division Biomedicine and Translational Medicine, University of Skovde, SE-541 28 Skovde, Sweden
| | - Mohamed S Abdel-Hamid
- Medical Molecular Genetics Department, Human Genetics and Genome Research Institute, National Research Centre, 12622 Cairo, Egypt
| | - Nebal Waill Saadi
- College of Medicine, University of Baghdad, 10071 Baghdad, Iraq
- Children Welfare Teaching Hospital, 10071 Baghdad, Iraq
| | - Fuad Al Mutairi
- Genetics and Precision Medicine department, King Abdullah Specialized Children’s Hospital, King Abdulaziz Medical City, Ministry of National Guard Health Affairs, 22384 Riyadh, Saudi Arabia
- King Abdullah International Medical Research Center, King Saud Bin Abdulaziz University for Health Sciences, Ministry of National Guard Health Affairs, 22384 Riyadh, Saudi Arabia
| | - Lama Alabdi
- Department of Zoology, College of Science, King Saud University, 11421 Riyadh, Saudi Arabia
- Department of Translational Genomics, Center for Genomic Medicine, King Faisal Specialist Hospital and Research Center, 12713 Riyadh, Saudi Arabia
| | | | - Zafar Ali
- Department of Cellular and Molecular Medicine, WJC PANUM, University of Copenhagen, DK-1165 Copenhagen, Denmark
- Centre for Biotechnology and Microbiology, University of Swat, Swat 19120, Pakistan
| | - Mehran Beiraghi Toosi
- Pediatric Neurology Department Pediatric Ward Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Meisam Babaei
- Department of Pediatrics, North Khorasan University of Medical Sciences, Bojnurd, Iran
| | - Pirjo Isohanni
- Research Programs Unit, Stem Cells and Metabolism, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland
- Department of Child Neurology, Children’s Hospital, Paediatric Research Center, University of Helsinki and Helsinki University Hospital, 00014 Helsinki, Finland
| | - Jameel Muhammad
- Human Molecular Genetics Laboratory, Health Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE) College, PIEAS, 44000 Faisalabad, Pakistan
- Centre for Regenerative Medicine and Stem Cell Research, Juma Building, Aga Khan University, Karachi 74800, Pakistan
| | - Sheraz Khan
- Human Molecular Genetics Laboratory, Health Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE) College, PIEAS, 44000 Faisalabad, Pakistan
| | - Maha Al Shalan
- Genetics and Precision Medicine department, King Abdullah Specialized Children’s Hospital, King Abdulaziz Medical City, Ministry of National Guard Health Affairs, 22384 Riyadh, Saudi Arabia
| | - Scott E Hickey
- Division of Genetic & Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH 43205, USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - Daphna Marom
- Genetics Institute and Genomic Center, Tel Aviv Sourasky Medical Center, and Faculty of Medicine, Tel Aviv University, Tel-Aviv, Israel
| | - Emil Elhanan
- Nephro-Genetic Clinic, Nephrology Department and Genetics Institute, Tel Aviv Medical Center, Tel Aviv 64239, Israel
| | - Manju A Kurian
- Molecular Neurosciences, Developmental Neurosciences, Zayed Centre for Research into Rare Disease in Children, UCL Great Ormond Street Institute of Child Health, London WC1N 1EH, UK
- Department of Neurology, Great Ormond Street Hospital, London WC1N 1EH, UK
| | - Dana Marafi
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Pediatrics, Faculty of Medicine, Kuwait University, Safat 13110, Kuwait
| | - Alihossein Saberi
- Narges Medical Genetics and Prenatal Diagnosis Laboratory, Kianpars, Ahvaz, Iran
- Department of Medical Genetics, Faculty of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Mohammad Hamid
- Department of Molecular Medicine, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
| | - Robert Spaull
- Nephro-Genetic Clinic, Nephrology Department and Genetics Institute, Tel Aviv Medical Center, Tel Aviv 64239, Israel
- Molecular Neurosciences, Developmental Neurosciences, Zayed Centre for Research into Rare Disease in Children, UCL Great Ormond Street Institute of Child Health, London WC1N 1EH, UK
| | - Linyan Meng
- Department of Neurology, Great Ormond Street Hospital, London WC1N 1EH, UK
| | - Seema Lalani
- Department of Neurology, Great Ormond Street Hospital, London WC1N 1EH, UK
| | - Shazia Maqbool
- Developmental-Behavioural Paediatrics Department, University of Child Health Sciences & The Children’s Hospital, 54000 Lahore, Pakistan
| | - Fatima Rahman
- Developmental-Behavioural Paediatrics Department, University of Child Health Sciences & The Children’s Hospital, 54000 Lahore, Pakistan
| | - Jürgen Seeger
- Center for Social Pediatrics and Epilepsy Outpatient Clinic Frankfurt Mitte, 60316 Frankfurt am Main, Germany
| | | | - Tracy Lau
- Department of Neuromuscular Diseases, University College London, Queen Square, Institute of Neurology, London WC1N 3BG, UK
| | - David Murphy
- Department of Neuromuscular Diseases, University College London, Queen Square, Institute of Neurology, London WC1N 3BG, UK
| | - Niccolo Emanuele Mencacci
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Katharina Steindl
- Institute of Medical Genetics, University of Zurich, 8952 Schlieren, Switzerland
| | - Anais Begemann
- Institute of Medical Genetics, University of Zurich, 8952 Schlieren, Switzerland
| | - Anita Rauch
- Institute of Medical Genetics, University of Zurich, 8952 Schlieren, Switzerland
| | - Sinan Akbas
- Department of Medical Genetics, Istanbul Faculty of Medicine, Istanbul University, 34093 Istanbul, Turkey
| | - Ayça Dilruba Aslanger
- Department of Medical Genetics, Istanbul Faculty of Medicine, Istanbul University, 34093 Istanbul, Turkey
| | - Vincenzo Salpietro
- Department of Neuromuscular Diseases, University College London, Queen Square, Institute of Neurology, London WC1N 3BG, UK
- Department of Biotechnological and Applied Clinical Sciences (DISCAB), University of L’Aquila, 67100 L’Aquila, Italy
| | - Hammad Yousaf
- Human Molecular Genetics Laboratory, Health Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE) College, PIEAS, 44000 Faisalabad, Pakistan
| | - Shay Ben-Shachar
- Clalit Research Institute, Clalit Health Services, 6578898 Ramat Gan, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Katarina Ejeskär
- School of Health Science, Division Biomedicine and Translational Medicine, University of Skovde, SE-541 28 Skovde, Sweden
| | - Aida I Al Aqeel
- Department of Pediatrics, Prince Sultan Military Medical City, 12233 Riyadh, Saudi Arabia
- American University of Beirut, 1107 2020 Beirut, Lebanon
- Alfaisal University, 11533 Riyadh, Saudi Arabia
| | - Frances A High
- Division of Medical Genetics, Massachusetts General Hospital, Boston, MA 02114, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Amy E Armstrong-Javors
- Harvard Medical School, Boston, MA 02115, USA
- Department of Pediatric Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
| | | | - Tahereh Seifi
- Department of Biology, Faculty of Science, Shahid Chamran University of Ahvaz, Ahvaz, Iran
- Narges Medical Genetics and Prenatal Diagnosis Laboratory, Kianpars, Ahvaz, Iran
| | - Jawaher Zeighami
- Narges Medical Genetics and Prenatal Diagnosis Laboratory, Kianpars, Ahvaz, Iran
- Ati Mehr Kasra Genetics Institute, Kianpars, Ahvaz, Iran
| | - Gholamreza Shariati
- Narges Medical Genetics and Prenatal Diagnosis Laboratory, Kianpars, Ahvaz, Iran
- Department of Medical Genetics, Faculty of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Alireza Sedaghat
- Narges Medical Genetics and Prenatal Diagnosis Laboratory, Kianpars, Ahvaz, Iran
- Diabetes Research center, Health Research Institute, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Samaneh Noroozi Asl
- Department of Pediatrics Endocrinology, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohmmad Shahrooei
- Specialized Immunology Laboratory of Dr Shahrooei, Sina Medical Complex, Ahvaz, Iran
- Department of Microbiology and Immunology, Clinical and Diagnostic Immunology, KU Leuven, 3000 Leuven, Belgium
| | | | - Lydie Burglen
- Cerebellar Malformations and Congenital diseases Reference Center and Neurogenetics Lab, Department of Genetics, Armand Trousseau Hospital, AP-HP Sorbonne Université, 75006 Paris, France
- Developmental Brain Disorders Laboratory, Imagine Institute, INSERM UMR 1163, 75015 Paris, France
| | - Claudia Ravelli
- Pediatric Neurology Department, Movement Disorders Center, Armand Trousseau Hospital, AP-HP Sorbonne Université, 75006 Paris, France
| | - Johannes Zschocke
- Institute of Human Genetics, Medical University Innsbruck, 6020 Innsbruck, Austria
| | - Ulrich A Schatz
- Institute of Human Genetics, Medical University Innsbruck, 6020 Innsbruck, Austria
- Institute of Human Genetics, Klinikum rechts der Isar, Technische Universität Munich, 81675 Munich, Germany
| | | | - Walaa A Kamel
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Department of Neurology, Faculty of Medicine, Beni-Suef University, 62521 Beni Suef, Egypt
| | - Hilde Van Esch
- Center for Human Genetics, University Hospitals Leuven, 3000 Leuven, Belgium
- Laboratory for the Genetics of Cognition, Department of Human Genetics, KU Leuven–University of Leuven, 3000 Leuven, Belgium
| | - Annette Hackenberg
- Department of Pediatric Neurology, University Children's Hospital Zürich, University of Zürich, 8032 Zürich, Switzerland
| | - Jenny C Taylor
- Wellcome Centre for Human Genetics, University of Oxford and Oxford NIHR Biomedical Research Centre, Oxford, OX3 7BN UK
| | - Lihadh Al-Gazali
- Departments of Pediatrics, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, UAE
| | | | - Joseph J Gleeson
- Department of Neurosciences, University of California, San Diego, La Jolla, CA 92093, USA
- Rady Children’s Institute for Genomic Medicine, San Diego, CA 92025, USA
| | - Fowzan Sami Alkuraya
- Department of Translational Genomics, Center for Genomic Medicine, King Faisal Specialist Hospital and Research Center, Riyadh 11211, Saudi Arabia
| | - James R Lupski
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
- Texas Children’s Hospital, Houston, TX 77030, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Hamid Galehdari
- Department of Biology, Faculty of Science, Shahid Chamran University of Ahvaz, Ahvaz, Iran
- Ati Mehr Kasra Genetics Institute, Kianpars, Ahvaz, Iran
| | - Reza Azizimalamiri
- Department of Pediatric Neurology, Golestan Medical, Educational, and Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Wendy K Chung
- Boston Children’s Hospital and Harvard Medical School Boston, MA 02115, USA
| | - Shahid Mahmood Baig
- Human Molecular Genetics Laboratory, Health Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE) College, PIEAS, 44000 Faisalabad, Pakistan
- Department of Biological and Biomedical Sciences, Aga Khan University, 74800 Karachi, Pakistan
| | - Henry Houlden
- Department of Neuromuscular Diseases, University College London, Queen Square, Institute of Neurology, London WC1N 3BG, UK
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2
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Keddie S, Smyth D, Keh RYS, Chou MKL, Grant D, Surana S, Heslegrave A, Zetterberg H, Wieske L, Michael M, Eftimov F, Bellanti R, Rinaldi S, Hart MS, Petzold A, Lunn MP. Peripherin is a biomarker of axonal damage in peripheral nervous system disease. Brain 2023; 146:4562-4573. [PMID: 37435933 PMCID: PMC10629771 DOI: 10.1093/brain/awad234] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 06/05/2023] [Accepted: 06/11/2023] [Indexed: 07/13/2023] Open
Abstract
Valid, responsive blood biomarkers specific to peripheral nerve damage would improve management of peripheral nervous system (PNS) diseases. Neurofilament light chain (NfL) is sensitive for detecting axonal pathology but is not specific to PNS damage, as it is expressed throughout the PNS and CNS. Peripherin, another intermediate filament protein, is almost exclusively expressed in peripheral nerve axons. We postulated that peripherin would be a promising blood biomarker of PNS axonal damage. We demonstrated that peripherin is distributed in sciatic nerve, and to a lesser extent spinal cord tissue lysates, but not in brain or extra-neural tissues. In the spinal cord, anti-peripherin antibody bound only to the primary cells of the periphery (anterior horn cells, motor axons and primary afferent sensory axons). In vitro models of antibody-mediated axonal and demyelinating nerve injury showed marked elevation of peripherin levels only in axonal damage and only a minimal rise in demyelination. We developed an immunoassay using single molecule array technology for the detection of serum peripherin as a biomarker for PNS axonal damage. We examined longitudinal serum peripherin and NfL concentrations in individuals with Guillain-Barré syndrome (GBS, n = 45, 179 time points), chronic inflammatory demyelinating polyradiculoneuropathy (CIDP, n = 35, 70 time points), multiple sclerosis (n = 30), dementia (as non-inflammatory CNS controls, n = 30) and healthy individuals (n = 24). Peak peripherin levels were higher in GBS than all other groups (median 18.75 pg/ml versus < 6.98 pg/ml, P < 0.0001). Peak NfL was highest in GBS (median 220.8 pg/ml) and lowest in healthy controls (median 5.6 pg/ml), but NfL did not distinguish between CIDP (17.3 pg/ml), multiple sclerosis (21.5 pg/ml) and dementia (29.9 pg/ml). While peak NfL levels were higher with older age (rho = +0.39, P < 0.0001), peak peripherin levels did not vary with age. In GBS, local regression analysis of serial peripherin in the majority of individuals with three or more time points of data (16/25) displayed a rise-and-fall pattern with the highest value within the first week of initial assessment. Similar analysis of serial NfL concentrations showed a later peak at 16 days. Group analysis of serum peripherin and NfL levels in GBS and CIDP patients were not significantly associated with clinical data, but in some individuals with GBS, peripherin levels appeared to better reflect clinical outcome measure improvement. Serum peripherin is a promising new, dynamic and specific biomarker of acute PNS axonal damage.
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Affiliation(s)
- Stephen Keddie
- Department of Neuromuscular Diseases, Barts Health NHS Trust, London E1 1BB, UK
- Department of Neuromuscular Diseases, University College London, London WC1N 3BG, UK
- Centre for Neuromuscular Disease, National Hospital for Neurology and Neurosurgery, London WC1N 3BG, UK
| | - Duncan Smyth
- Department of Neuromuscular Diseases, University College London, London WC1N 3BG, UK
- Centre for Neuromuscular Disease, National Hospital for Neurology and Neurosurgery, London WC1N 3BG, UK
| | - Ryan Y S Keh
- Department of Neuromuscular Diseases, University College London, London WC1N 3BG, UK
- Centre for Neuromuscular Disease, National Hospital for Neurology and Neurosurgery, London WC1N 3BG, UK
| | - Michael K L Chou
- Department of Neuromuscular Diseases, University College London, London WC1N 3BG, UK
- NHS Neuroimmunology and CSF Laboratory, Queen Square Institute of Neurology, London WC1N 3BG, UK
| | - Donna Grant
- NHS Neuroimmunology and CSF Laboratory, Queen Square Institute of Neurology, London WC1N 3BG, UK
- Department of Neuroinflammation, University College London, London WC1N 3BG, UK
| | - Sunaina Surana
- Department of Neuromuscular Diseases, University College London, London WC1N 3BG, UK
| | - Amanda Heslegrave
- UK Dementia Research Institute, University College London, London WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London WC1N 3BG, UK
| | - Henrik Zetterberg
- UK Dementia Research Institute, University College London, London WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London WC1N 3BG, UK
- Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
- Wisconsin Alzheimer’s Disease Research Center, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53792, USA
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal 431 41, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal 431 41, Sweden
| | - Luuk Wieske
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, Amsterdam UMC, Location AMC, University of Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Milou Michael
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, Amsterdam UMC, Location AMC, University of Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Filip Eftimov
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, Amsterdam UMC, Location AMC, University of Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Roberto Bellanti
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX3 9DU, UK
| | - Simon Rinaldi
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX3 9DU, UK
| | - Melanie S Hart
- NHS Neuroimmunology and CSF Laboratory, Queen Square Institute of Neurology, London WC1N 3BG, UK
- Department of Neuroinflammation, University College London, London WC1N 3BG, UK
| | - Axel Petzold
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, Amsterdam UMC, Location AMC, University of Amsterdam, 1081 HV Amsterdam, The Netherlands
- UCL Clinical and Movement Neurosciences Department, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, London WC1E 6BT, UK
| | - Michael P Lunn
- Department of Neuromuscular Diseases, University College London, London WC1N 3BG, UK
- Centre for Neuromuscular Disease, National Hospital for Neurology and Neurosurgery, London WC1N 3BG, UK
- NHS Neuroimmunology and CSF Laboratory, Queen Square Institute of Neurology, London WC1N 3BG, UK
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3
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Knight DS, Karia N, Cole AR, Maclean RH, Brown JT, Masi A, Patel RK, Razvi Y, Chacko L, Venneri L, Kotecha T, Martinez-Naharro A, Kellman P, Scott-Russell AM, Schreiber BE, Ong VH, Denton CP, Fontana M, Coghlan JG, Muthurangu V. Distinct cardiovascular phenotypes are associated with prognosis in systemic sclerosis: a cardiovascular magnetic resonance study. Eur Heart J Cardiovasc Imaging 2023; 24:463-471. [PMID: 35775814 PMCID: PMC10029850 DOI: 10.1093/ehjci/jeac120] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 05/16/2022] [Accepted: 06/13/2022] [Indexed: 11/13/2022] Open
Abstract
AIMS Cardiovascular involvement in systemic sclerosis (SSc) is heterogeneous and ill-defined. This study aimed to: (i) discover cardiac phenotypes in SSc by cardiovascular magnetic resonance (CMR); (ii) provide a CMR-based algorithm for phenotypic classification; and (iii) examine for associations between phenotypes and mortality. METHODS AND RESULTS A retrospective, single-centre, observational study of 260 SSc patients who underwent clinically indicated CMR including native myocardial T1 and T2 mapping from 2016 to 2019 was performed. Agglomerative hierarchical clustering using only CMR variables revealed five clusters of SSc patients with shared CMR characteristics: dilated right hearts with right ventricular failure (RVF); biventricular failure dilatation and dysfunction (BVF); and normal function with average cavity (NF-AC), normal function with small cavity (NF-SC), and normal function with large cavity (NF-LC) sizes. Phenotypes did not co-segregate with clinical or antibody classifications. A CMR-based decision tree for phenotype classification was created. Sixty-three (24%) patients died during a median follow-up period of 3.4 years. After adjustment for age and presence of pulmonary hypertension (PH), independent CMR predictors of all-cause mortality were native T1 (P < 0.001) and right ventricular ejection fraction (RVEF) (P = 0.0032). NF-SC and NF-AC groups had more favourable prognoses (P≤0.036) than the other three groups which had no differences in prognoses between them (P > 0.14). Hazard ratios (HR) were statistically significant for RVF (HR = 8.9, P < 0.001), BVF (HR = 5.2, P = 0.006), and NF-LC (HR = 4.9, P = 0.002) groups. The NF-LC group remained significantly predictive of mortality after adjusting for RVEF, native T1, and PH diagnosis (P = 0.0046). CONCLUSION We identified five CMR-defined cardiac SSc phenotypes that did not co-segregate with clinical data and had distinct outcomes, offering opportunities for a more precision-medicine based management approach.
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Affiliation(s)
- Daniel S Knight
- National Pulmonary Hypertension Service, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK
- UCL Department of Cardiac MRI, University College London (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
- Department of Cardiology, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK
- UCL Institute of Cardiovascular Science, University College London, Gower Street, London, WC1E 6BT, UK
| | - Nina Karia
- National Pulmonary Hypertension Service, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK
- UCL Department of Cardiac MRI, University College London (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
- UCL Institute of Cardiovascular Science, University College London, Gower Street, London, WC1E 6BT, UK
| | - Alice R Cole
- Centre for Rheumatology and Connective Tissue Diseases, UCL Medical School (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
| | - Rory H Maclean
- Centre for Rheumatology and Connective Tissue Diseases, UCL Medical School (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
| | - James T Brown
- National Pulmonary Hypertension Service, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK
- UCL Department of Cardiac MRI, University College London (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
- UCL Institute of Cardiovascular Science, University College London, Gower Street, London, WC1E 6BT, UK
| | - Ambra Masi
- UCL Department of Cardiac MRI, University College London (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
- Department of Cardiology, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK
| | - Rishi K Patel
- UCL Department of Cardiac MRI, University College London (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
- National Amyloidosis Centre, Division of Medicine, University College London, Rowland Hill Street, London, NW3 2PF, UK
| | - Yousuf Razvi
- UCL Department of Cardiac MRI, University College London (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
- National Amyloidosis Centre, Division of Medicine, University College London, Rowland Hill Street, London, NW3 2PF, UK
| | - Liza Chacko
- UCL Department of Cardiac MRI, University College London (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
- National Amyloidosis Centre, Division of Medicine, University College London, Rowland Hill Street, London, NW3 2PF, UK
| | - Lucia Venneri
- UCL Department of Cardiac MRI, University College London (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
| | - Tushar Kotecha
- National Pulmonary Hypertension Service, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK
- UCL Department of Cardiac MRI, University College London (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
- Department of Cardiology, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK
- UCL Institute of Cardiovascular Science, University College London, Gower Street, London, WC1E 6BT, UK
| | - Ana Martinez-Naharro
- UCL Department of Cardiac MRI, University College London (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
- Department of Cardiology, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK
- National Amyloidosis Centre, Division of Medicine, University College London, Rowland Hill Street, London, NW3 2PF, UK
| | - Peter Kellman
- National Heart, Lung, and Blood Institute, National Institute of Health, 31 Center Dr, Bethesda, MD 20892, USA
| | - Ann M Scott-Russell
- Department of Rheumatology, Queen Alexandra Hospital, Cosham, Portsmouth, PO6 3LY, UK
| | - Benjamin E Schreiber
- National Pulmonary Hypertension Service, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK
| | - Voon H Ong
- Centre for Rheumatology and Connective Tissue Diseases, UCL Medical School (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
| | - Christopher P Denton
- Centre for Rheumatology and Connective Tissue Diseases, UCL Medical School (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
| | - Marianna Fontana
- UCL Department of Cardiac MRI, University College London (Royal Free Campus), Rowland Hill Street, London, NW3 2PF, UK
- National Amyloidosis Centre, Division of Medicine, University College London, Rowland Hill Street, London, NW3 2PF, UK
| | - J Gerry Coghlan
- National Pulmonary Hypertension Service, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK
- Department of Cardiology, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK
| | - Vivek Muthurangu
- UCL Institute of Cardiovascular Science, University College London, Gower Street, London, WC1E 6BT, UK
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4
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Soutar MPM, Melandri D, O’Callaghan B, Annuario E, Monaghan AE, Welsh NJ, D’Sa K, Guelfi S, Zhang D, Pittman A, Trabzuni D, Verboven AHA, Pan KS, Kia DA, Bictash M, Gandhi S, Houlden H, Cookson MR, Kasri NN, Wood NW, Singleton AB, Hardy J, Whiting PJ, Blauwendraat C, Whitworth AJ, Manzoni C, Ryten M, Lewis PA, Plun-Favreau H. Regulation of mitophagy by the NSL complex underlies genetic risk for Parkinson's disease at 16q11.2 and MAPT H1 loci. Brain 2022; 145:4349-4367. [PMID: 36074904 PMCID: PMC9762952 DOI: 10.1093/brain/awac325] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 07/08/2022] [Accepted: 08/12/2022] [Indexed: 02/02/2023] Open
Abstract
Parkinson's disease is a common incurable neurodegenerative disease. The identification of genetic variants via genome-wide association studies has considerably advanced our understanding of the Parkinson's disease genetic risk. Understanding the functional significance of the risk loci is now a critical step towards translating these genetic advances into an enhanced biological understanding of the disease. Impaired mitophagy is a key causative pathway in familial Parkinson's disease, but its relevance to idiopathic Parkinson's disease is unclear. We used a mitophagy screening assay to evaluate the functional significance of risk genes identified through genome-wide association studies. We identified two new regulators of PINK1-dependent mitophagy initiation, KAT8 and KANSL1, previously shown to modulate lysine acetylation. These findings suggest PINK1-mitophagy is a contributing factor to idiopathic Parkinson's disease. KANSL1 is located on chromosome 17q21 where the risk associated gene has long been considered to be MAPT. While our data do not exclude a possible association between the MAPT gene and Parkinson's disease, they provide strong evidence that KANSL1 plays a crucial role in the disease. Finally, these results enrich our understanding of physiological events regulating mitophagy and establish a novel pathway for drug targeting in neurodegeneration.
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Affiliation(s)
- Marc P M Soutar
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Daniela Melandri
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Benjamin O’Callaghan
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, USA
| | - Emily Annuario
- Department of Basic and Clinical Neuroscience, King’s College, London, UK
| | - Amy E Monaghan
- UCL Alzheimer’s Research UK, Drug Discovery Institute, London, UK
- UCL Dementia Research Institute, London, UK
| | - Natalie J Welsh
- MRC Mitochondrial Biology Unit, University of Cambridge, Cambridge, UK
| | - Karishma D’Sa
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, USA
- Francis Crick Institute, London, UK
| | - Sebastian Guelfi
- NIHR Great Ormond Street Hospital Biomedical Research Centre, University College London, London, UK
| | - David Zhang
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, USA
| | - Alan Pittman
- Genetics Research Centre, Molecular and Clinical Sciences, St Georges University, London, UK
| | - Daniah Trabzuni
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Anouk H A Verboven
- Department of Human Genetics, Radboudumc, Donders Institute for Brain, Cognition and Behaviour, 6500 HB Nijmegen, The Netherlands
- Department of Cognitive Neuroscience, Radboudumc, Donders Institute for Brain, Cognition and Behaviour, 6500 HB Nijmegen, The Netherlands
| | - Kylie S Pan
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Demis A Kia
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, USA
- Department of Clinical and Movement Neuroscience, UCL Queen Square Institute of Neurology, London, UK
| | - Magda Bictash
- UCL Alzheimer’s Research UK, Drug Discovery Institute, London, UK
- UCL Dementia Research Institute, London, UK
| | - Sonia Gandhi
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, USA
- Francis Crick Institute, London, UK
- Department of Clinical and Movement Neuroscience, UCL Queen Square Institute of Neurology, London, UK
| | - Henry Houlden
- Department of Neuromuscular Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Mark R Cookson
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Nael Nadif Kasri
- Department of Human Genetics, Radboudumc, Donders Institute for Brain, Cognition and Behaviour, 6500 HB Nijmegen, The Netherlands
- Department of Cognitive Neuroscience, Radboudumc, Donders Institute for Brain, Cognition and Behaviour, 6500 HB Nijmegen, The Netherlands
| | - Nicholas W Wood
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, USA
- Department of Clinical and Movement Neuroscience, UCL Queen Square Institute of Neurology, London, UK
| | - Andrew B Singleton
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
- Center for Alzheimer's and Related Dementias, National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - John Hardy
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, USA
- UCL Dementia Research Institute, London, UK
| | - Paul J Whiting
- UCL Alzheimer’s Research UK, Drug Discovery Institute, London, UK
- UCL Dementia Research Institute, London, UK
| | - Cornelis Blauwendraat
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
- Center for Alzheimer's and Related Dementias, National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | | | - Claudia Manzoni
- Department of Pharmacology, UCL School of Pharmacy, London, UK
| | - Mina Ryten
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, USA
- NIHR Great Ormond Street Hospital Biomedical Research Centre, University College London, London, UK
- Department of Genetics and Genomic Medicine, Great Ormond Street Institute of Child Health, University College London, London, UK
| | - Patrick A Lewis
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, USA
- Department of Comparative Biomedical Sciences, Royal Veterinary College, LondonUK
| | - Hélène Plun-Favreau
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, USA
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5
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Rosmini S, Seraphim A, Knott K, Brown JT, Knight DS, Zaman S, Cole G, Sado D, Captur G, Gomes AC, Zemrak F, Treibel TA, Cash L, Culotta V, O’Mahony C, Kellman P, Moon JC, Manisty C. Non-invasive characterization of pleural and pericardial effusions using T1 mapping by magnetic resonance imaging. Eur Heart J Cardiovasc Imaging 2022; 23:1117-1126. [PMID: 34331054 PMCID: PMC9612798 DOI: 10.1093/ehjci/jeab128] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Indexed: 12/20/2022] Open
Abstract
AIMS Differentiating exudative from transudative effusions is clinically important and is currently performed via biochemical analysis of invasively obtained samples using Light's criteria. Diagnostic performance is however limited. Biochemical composition can be measured with T1 mapping using cardiovascular magnetic resonance (CMR) and hence may offer diagnostic utility for assessment of effusions. METHODS AND RESULTS A phantom consisting of serially diluted human albumin solutions (25-200 g/L) was constructed and scanned at 1.5 T to derive the relationship between fluid T1 values and fluid albumin concentration. Native T1 values of pleural and pericardial effusions from 86 patients undergoing clinical CMR studies retrospectively analysed at four tertiary centres. Effusions were classified using Light's criteria where biochemical data was available (n = 55) or clinically in decompensated heart failure patients with presumed transudative effusions (n = 31). Fluid T1 and protein values were inversely correlated both in the phantom (r = -0.992) and clinical samples (r = -0.663, P < 0.0001). T1 values were lower in exudative compared to transudative pleural (3252 ± 207 ms vs. 3596 ± 213 ms, P < 0.0001) and pericardial (2749 ± 373 ms vs. 3337 ± 245 ms, P < 0.0001) effusions. The diagnostic accuracy of T1 mapping for detecting transudates was very good for pleural and excellent for pericardial effusions, respectively [area under the curve 0.88, (95% CI 0.764-0.996), P = 0.001, 79% sensitivity, 89% specificity, and 0.93, (95% CI 0.855-1.000), P < 0.0001, 95% sensitivity; 81% specificity]. CONCLUSION Native T1 values of effusions measured using CMR correlate well with protein concentrations and may be helpful for discriminating between transudates and exudates. This may help focus the requirement for invasive diagnostic sampling, avoiding unnecessary intervention in patients with unequivocal transudative effusions.
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Affiliation(s)
- Stefania Rosmini
- Department of Cardiac Imaging, Barts Heart Centre, St Bartholomew’s Hospital, King George V Building, West Smithfield, London EC1A 7BE, UK
- King’s College Hospital NHS Trust Foundation, Denmark Hill, London SE5 9RS, UK
| | - Andreas Seraphim
- Department of Cardiac Imaging, Barts Heart Centre, St Bartholomew’s Hospital, King George V Building, West Smithfield, London EC1A 7BE, UK
| | - Kristopher Knott
- Department of Cardiac Imaging, Barts Heart Centre, St Bartholomew’s Hospital, King George V Building, West Smithfield, London EC1A 7BE, UK
| | - James T Brown
- Royal Free London NHS Foundation Trust, Pond St, London NW3 2QG, UK
| | - Daniel S Knight
- Royal Free London NHS Foundation Trust, Pond St, London NW3 2QG, UK
| | - Sameer Zaman
- Imperial College London, Imperial College, Healthcare NHS Trust, South Kensington, London SW7 2BX, UK
| | - Graham Cole
- Imperial College London, Imperial College, Healthcare NHS Trust, South Kensington, London SW7 2BX, UK
| | - Daniel Sado
- King’s College Hospital NHS Trust Foundation, Denmark Hill, London SE5 9RS, UK
| | - Gabriella Captur
- Department of Cardiac Imaging, Barts Heart Centre, St Bartholomew’s Hospital, King George V Building, West Smithfield, London EC1A 7BE, UK
- Institute for Cardiovascular Sciences, University College London, 62 Huntley St, London WC1E 6DD, UK
| | - Ana Caterina Gomes
- Department of Cardiac Imaging, Barts Heart Centre, St Bartholomew’s Hospital, King George V Building, West Smithfield, London EC1A 7BE, UK
| | - Filip Zemrak
- Department of Cardiac Imaging, Barts Heart Centre, St Bartholomew’s Hospital, King George V Building, West Smithfield, London EC1A 7BE, UK
| | - Thomas A Treibel
- Department of Cardiac Imaging, Barts Heart Centre, St Bartholomew’s Hospital, King George V Building, West Smithfield, London EC1A 7BE, UK
| | - Lizette Cash
- Department of Cardiac Imaging, Barts Heart Centre, St Bartholomew’s Hospital, King George V Building, West Smithfield, London EC1A 7BE, UK
| | - Veronica Culotta
- Department of Cardiac Imaging, Barts Heart Centre, St Bartholomew’s Hospital, King George V Building, West Smithfield, London EC1A 7BE, UK
| | - Constantinos O’Mahony
- Department of Cardiac Imaging, Barts Heart Centre, St Bartholomew’s Hospital, King George V Building, West Smithfield, London EC1A 7BE, UK
| | - Peter Kellman
- National Heart, Lung and Blood Institute, National Institutes of Health, Medical Signal and Imaging Processing Program, 10 Center Dr, Bethesda, MD 20814, USA
| | - James C Moon
- Department of Cardiac Imaging, Barts Heart Centre, St Bartholomew’s Hospital, King George V Building, West Smithfield, London EC1A 7BE, UK
- Institute for Cardiovascular Sciences, University College London, 62 Huntley St, London WC1E 6DD, UK
| | - Charlotte Manisty
- Department of Cardiac Imaging, Barts Heart Centre, St Bartholomew’s Hospital, King George V Building, West Smithfield, London EC1A 7BE, UK
- Institute for Cardiovascular Sciences, University College London, 62 Huntley St, London WC1E 6DD, UK
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6
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Norrish G, Qu C, Field E, Cervi E, Khraiche D, Klaassen S, Ojala TH, Sinagra G, Yamazawa H, Marrone C, Popoiu A, Centeno F, Schouvey S, Olivotto I, Day SM, Colan S, Rossano J, Wittekind SG, Saberi S, Russell M, Helms A, Ingles J, Semsarian C, Elliott PM, Ho CY, Omar RZ, Kaski JP. External validation of the HCM Risk-Kids model for predicting sudden cardiac death in childhood hypertrophic cardiomyopathy. Eur J Prev Cardiol 2022; 29:678-686. [PMID: 34718528 PMCID: PMC8967478 DOI: 10.1093/eurjpc/zwab181] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 09/22/2021] [Indexed: 11/24/2022]
Abstract
AIMS Sudden cardiac death (SCD) is the most common mode of death in childhood hypertrophic cardiomyopathy (HCM). The newly developed HCM Risk-Kids model provides clinicians with individualized estimates of risk. The aim of this study was to externally validate the model in a large independent, multi-centre patient cohort. METHODS AND RESULTS A retrospective, longitudinal cohort of 421 patients diagnosed with HCM aged 1-16 years independent of the HCM Risk-Kids development and internal validation cohort was studied. Data on HCM Risk-Kids predictor variables (unexplained syncope, non-sustained ventricular tachycardia, maximal left ventricular wall thickness, left atrial diameter, and left ventricular outflow tract gradient) were collected from the time of baseline clinical evaluation. The performance of the HCM Risk-Kids model in predicting risk at 5 years was assessed. Twenty-three patients (5.4%) met the SCD end-point within 5 years, with an overall incidence rate of 2.03 per 100 patient-years [95% confidence interval (CI) 1.48-2.78]. Model validation showed a Harrell's C-index of 0.745 (95% CI 0.52-0.97) and Uno's C-index 0.714 (95% 0.58-0.85) with a calibration slope of 1.15 (95% 0.51-1.80). A 5-year predicted risk threshold of ≥6% identified 17 (73.9%) SCD events with a corresponding C-statistic of 0.702 (95% CI 0.60-0.81). CONCLUSIONS This study reports the first external validation of the HCM Risk-Kids model in a large and geographically diverse patient population. A 5-year predicted risk of ≥6% identified over 70% of events, confirming that HCM Risk-Kids provides a method for individualized risk predictions and shared decision-making in children with HCM.
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Affiliation(s)
- Gabrielle Norrish
- Centre for Inherited Cardiovascular Diseases, Great Ormond Street Hospital, London WC1N 3JH, UK
- Institute of Cardiovascular Sciences, University College London, London, UK
| | - Chen Qu
- Department of Statistical Science, University College London, London, UK
| | - Ella Field
- Centre for Inherited Cardiovascular Diseases, Great Ormond Street Hospital, London WC1N 3JH, UK
- Institute of Cardiovascular Sciences, University College London, London, UK
| | - Elena Cervi
- Centre for Inherited Cardiovascular Diseases, Great Ormond Street Hospital, London WC1N 3JH, UK
| | | | - Sabine Klaassen
- Department of Paediatric Cardiology, Charite – Universitatsmedizin Berlin, Berlin, Germany
- Experimental and Clinical Research Centre (ECRC), a joint cooperation between the Charité Medical Faculty and the Max-Delbrück-Centre for Molecular Medicine (MDC), Charite – Universitatsmedizin Berlin, Berlin, Germany
- DZHK (German Centre for Cardiovascular Research), partner site Berlin, Berlin, Germany
| | - Tiina H Ojala
- Department of Paediatric Cardiology, New Children’s Hospital, University of Helsinki, Helsinki, Finland
| | - Gianfranco Sinagra
- Heart Muscle Disease Registry Trieste, University of Trieste, Trieste, Italy
| | - Hirokuni Yamazawa
- Department of Paediatrics, Faculty of Medicine and Graduate school of Medicine, Hokkaido University Hospital, Sapporo, Japan
| | | | - Anca Popoiu
- Department of Paediatrics, Children’s Hospital ‘Louis Turcanu’, University of Medicine and Pharmacy “Victor Babes” Timisoara, Timisoara, Romania
| | | | | | - Iacopo Olivotto
- Cardiomyopathy Unit, Careggi University Hospital, Florence, Italy
| | - Sharlene M Day
- Department of Internal Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Steve Colan
- Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Joseph Rossano
- Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Samuel G Wittekind
- Cincinnati Children's Hospital Medical Center, Heart Institute, Cincinnati, OH, USA
| | - Sara Saberi
- Department of Internal Medicine-Cardiology, University of Michigan, Ann Arbor, MI, USA
| | - Mark Russell
- Department of Internal Medicine-Cardiology, University of Michigan, Ann Arbor, MI, USA
| | - Adam Helms
- Department of Internal Medicine-Cardiology, University of Michigan, Ann Arbor, MI, USA
| | - Jodie Ingles
- Cardio Genomics Program at Centenary Institute, The University of Sydney, Sydney, Australia
| | - Christopher Semsarian
- Agnes Ginges Centre for Molecular Cardiology, Centenary Institute, The University of Sydney, Sydney, Australia
| | - Perry M Elliott
- Institute of Cardiovascular Sciences, University College London, London, UK
- St Bartholomew’s Centre for Inherited Cardiovascular Diseases, St Bartholomew’s Hospital, West Smithfield, London, UK
| | - Carolyn Y Ho
- Cardiovascular Division, Brigham and Women's Hospital, Boston, MA, USA
| | - Rumana Z Omar
- Department of Statistical Science, University College London, London, UK
| | - Juan P Kaski
- Centre for Inherited Cardiovascular Diseases, Great Ormond Street Hospital, London WC1N 3JH, UK
- Institute of Cardiovascular Sciences, University College London, London, UK
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7
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Stubberud A, Gray R, Tronvik E, Matharu M, Nachev P. Machine prescription for chronic migraine. Brain Commun 2022; 4:fcac059. [PMID: 35528230 PMCID: PMC9070525 DOI: 10.1093/braincomms/fcac059] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 12/30/2021] [Accepted: 03/08/2022] [Indexed: 11/12/2022] Open
Abstract
Responsive to treatment individually, chronic migraine remains strikingly resistant collectively, incurring the second-highest population burden of disability worldwide. A heterogeneity of responsiveness, requiring prolonged-currently heuristic-individual evaluation of available treatments, may reflect a diversity of causal mechanisms, or the failure to identify the most important, single causal factor. Distinguishing between these possibilities, now possible through the application of complex modelling to large-scale data, is critical to determine the optimal approach to identify new interventions in migraine and making the best use of existing ones. Examining a richly phenotyped cohort of 1446 consecutive unselected patients with chronic migraine, here we use causal multitask Gaussian process models to estimate individual treatment effects across 10 classes of preventatives. Such modelling enables us to quantify the accessibility of heterogeneous responsiveness to high-dimensional modelling, to infer the likely scale of the underlying causal diversity. We calculate the treatment effects in the overall population, and the conditional treatment effects among those modelled to respond and compare the true response rates between these two groups. Identifying a difference in response rates between the groups supports a diversity of causal mechanisms. Moreover, we propose a data-driven machine prescription policy, estimating the time-to-response when sequentially trialling preventatives by individualized treatment effects and comparing it to expert guideline sequences. All model performances are quantified out-of-sample. We identify significantly higher true response rates among individuals modelled to respond, compared with the overall population (mean difference of 0.034; 95% confidence interval 0.003-0.065; P = 0.033), supporting significant heterogeneity of responsiveness and diverse causal mechanisms. The machine prescription policy yields an estimated 35% reduction in time-to-response (3.750 months; 95% confidence interval 3.507-3.993; P < 0.0001) compared with expert guidelines, with no substantive increase in expense per patient. We conclude that the highly distributed mode of causation in chronic migraine necessitates high-dimensional modelling for optimal management. Machine prescription should be considered an essential clinical decision-support tool in the future management of chronic migraine.
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Affiliation(s)
- Anker Stubberud
- Headache and Facial Pain Group, UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, London, UK
- High Dimensional Neurology Group, UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, London, UK
- Department of Neuromedicine and Movement Sciences, NTNU Norwegian University of Science and Technology, Trondheim, Norway
| | - Robert Gray
- High Dimensional Neurology Group, UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, London, UK
| | - Erling Tronvik
- Department of Neuromedicine and Movement Sciences, NTNU Norwegian University of Science and Technology, Trondheim, Norway
- Department of Neurology, St Olavs Hospital, Trondheim, Norway
| | - Manjit Matharu
- Headache and Facial Pain Group, UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, London, UK
| | - Parashkev Nachev
- High Dimensional Neurology Group, UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, London, UK
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8
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Kotecha T, Knight DS, Razvi Y, Kumar K, Vimalesvaran K, Thornton G, Patel R, Chacko L, Brown JT, Coyle C, Leith D, Shetye A, Ariff B, Bell R, Captur G, Coleman M, Goldring J, Gopalan D, Heightman M, Hillman T, Howard L, Jacobs M, Jeetley PS, Kanagaratnam P, Kon OM, Lamb LE, Manisty CH, Mathurdas P, Mayet J, Negus R, Patel N, Pierce I, Russell G, Wolff A, Xue H, Kellman P, Moon JC, Treibel TA, Cole GD, Fontana M. Patterns of myocardial injury in recovered troponin-positive COVID-19 patients assessed by cardiovascular magnetic resonance. Eur Heart J 2021; 42:1866-1878. [PMID: 33596594 PMCID: PMC7928984 DOI: 10.1093/eurheartj/ehab075] [Citation(s) in RCA: 236] [Impact Index Per Article: 78.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 12/14/2020] [Accepted: 02/03/2021] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Troponin elevation is common in hospitalized COVID-19 patients, but underlying aetiologies are ill-defined. We used multi-parametric cardiovascular magnetic resonance (CMR) to assess myocardial injury in recovered COVID-19 patients. METHODS AND RESULTS One hundred and forty-eight patients (64 ± 12 years, 70% male) with severe COVID-19 infection [all requiring hospital admission, 48 (32%) requiring ventilatory support] and troponin elevation discharged from six hospitals underwent convalescent CMR (including adenosine stress perfusion if indicated) at median 68 days. Left ventricular (LV) function was normal in 89% (ejection fraction 67% ± 11%). Late gadolinium enhancement and/or ischaemia was found in 54% (80/148). This comprised myocarditis-like scar in 26% (39/148), infarction and/or ischaemia in 22% (32/148) and dual pathology in 6% (9/148). Myocarditis-like injury was limited to three or less myocardial segments in 88% (35/40) of cases with no associated LV dysfunction; of these, 30% had active myocarditis. Myocardial infarction was found in 19% (28/148) and inducible ischaemia in 26% (20/76) of those undergoing stress perfusion (including 7 with both infarction and ischaemia). Of patients with ischaemic injury pattern, 66% (27/41) had no past history of coronary disease. There was no evidence of diffuse fibrosis or oedema in the remote myocardium (T1: COVID-19 patients 1033 ± 41 ms vs. matched controls 1028 ± 35 ms; T2: COVID-19 46 ± 3 ms vs. matched controls 47 ± 3 ms). CONCLUSIONS During convalescence after severe COVID-19 infection with troponin elevation, myocarditis-like injury can be encountered, with limited extent and minimal functional consequence. In a proportion of patients, there is evidence of possible ongoing localized inflammation. A quarter of patients had ischaemic heart disease, of which two-thirds had no previous history. Whether these observed findings represent pre-existing clinically silent disease or de novo COVID-19-related changes remain undetermined. Diffuse oedema or fibrosis was not detected.
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Affiliation(s)
- Tushar Kotecha
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
- Institute of Cardiovascular Science, University College London, UK
| | - Daniel S Knight
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
- Institute of Cardiovascular Science, University College London, UK
| | - Yousuf Razvi
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
| | - Kartik Kumar
- Imperial College Healthcare NHS Trust, Du Cane Road, London W12 0HS, UK
| | | | - George Thornton
- Institute of Cardiovascular Science, University College London, UK
- Barts Heart Centre, Barts Health NHS Trust, W Smithfield, London EC1A 7BE, UK
| | - Rishi Patel
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
- Barts Heart Centre, Barts Health NHS Trust, W Smithfield, London EC1A 7BE, UK
| | - Liza Chacko
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
- Barts Heart Centre, Barts Health NHS Trust, W Smithfield, London EC1A 7BE, UK
| | - James T Brown
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
- Institute of Cardiovascular Science, University College London, UK
| | - Clare Coyle
- Imperial College Healthcare NHS Trust, Du Cane Road, London W12 0HS, UK
- National Heart and Lung Institute, Imperial College London, UK
| | - Donald Leith
- Institute of Cardiovascular Science, University College London, UK
- Barts Heart Centre, Barts Health NHS Trust, W Smithfield, London EC1A 7BE, UK
| | - Abhishek Shetye
- Institute of Cardiovascular Science, University College London, UK
- Barts Heart Centre, Barts Health NHS Trust, W Smithfield, London EC1A 7BE, UK
- University College London Hospitals NHS Trust, London, UK
| | - Ben Ariff
- Imperial College Healthcare NHS Trust, Du Cane Road, London W12 0HS, UK
| | - Robert Bell
- Institute of Cardiovascular Science, University College London, UK
- University College London Hospitals NHS Trust, London, UK
| | - Gabriella Captur
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
- Institute of Cardiovascular Science, University College London, UK
| | - Meg Coleman
- Imperial College Healthcare NHS Trust, Du Cane Road, London W12 0HS, UK
| | - James Goldring
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
| | - Deepa Gopalan
- Imperial College Healthcare NHS Trust, Du Cane Road, London W12 0HS, UK
| | | | - Toby Hillman
- University College London Hospitals NHS Trust, London, UK
| | - Luke Howard
- Imperial College Healthcare NHS Trust, Du Cane Road, London W12 0HS, UK
- National Heart and Lung Institute, Imperial College London, UK
| | - Michael Jacobs
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
| | | | - Prapa Kanagaratnam
- Imperial College Healthcare NHS Trust, Du Cane Road, London W12 0HS, UK
- National Heart and Lung Institute, Imperial College London, UK
| | - Onn Min Kon
- Imperial College Healthcare NHS Trust, Du Cane Road, London W12 0HS, UK
- National Heart and Lung Institute, Imperial College London, UK
| | - Lucy E Lamb
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
- Academic Department of Defence Medicine, Royal Centre for Defence Medicine, Edgbaston, Birmingham, UK
| | - Charlotte H Manisty
- Institute of Cardiovascular Science, University College London, UK
- Barts Heart Centre, Barts Health NHS Trust, W Smithfield, London EC1A 7BE, UK
| | | | - Jamil Mayet
- Imperial College Healthcare NHS Trust, Du Cane Road, London W12 0HS, UK
- National Heart and Lung Institute, Imperial College London, UK
| | - Rupert Negus
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
| | - Niket Patel
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
- Institute of Cardiovascular Science, University College London, UK
| | - Iain Pierce
- Barts Heart Centre, Barts Health NHS Trust, W Smithfield, London EC1A 7BE, UK
| | - Georgina Russell
- Imperial College Healthcare NHS Trust, Du Cane Road, London W12 0HS, UK
- National Heart and Lung Institute, Imperial College London, UK
| | - Anthony Wolff
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
| | - Hui Xue
- National Heart, Lung, and Blood Institute, National Institute of Health, Bethesda, MD, USA
| | - Peter Kellman
- National Heart, Lung, and Blood Institute, National Institute of Health, Bethesda, MD, USA
| | - James C Moon
- Institute of Cardiovascular Science, University College London, UK
- Barts Heart Centre, Barts Health NHS Trust, W Smithfield, London EC1A 7BE, UK
| | - Thomas A Treibel
- Institute of Cardiovascular Science, University College London, UK
- Barts Heart Centre, Barts Health NHS Trust, W Smithfield, London EC1A 7BE, UK
| | - Graham D Cole
- Imperial College Healthcare NHS Trust, Du Cane Road, London W12 0HS, UK
- National Heart and Lung Institute, Imperial College London, UK
| | - Marianna Fontana
- Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
- National Amyloidosis Centre, Division of Medicine, University College London, UK
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