1
|
Daykin E, Fleischer N, Abdelwahab M, Hassib N, Schiffmann R, Ryan E, Sidransky E. Investigation of a dysmorphic facial phenotype in patients with Gaucher disease types 2 and 3. Mol Genet Metab 2021; 134:274-280. [PMID: 34663554 DOI: 10.1016/j.ymgme.2021.09.008] [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: 08/03/2021] [Revised: 09/27/2021] [Accepted: 09/28/2021] [Indexed: 10/20/2022]
Abstract
Gaucher disease (GD) is a rare lysosomal storage disorder that is divided into three subtypes based on presentation of neurological manifestations. Distinguishing between the types has important implications for treatment and counseling. Yet, patients with neuronopathic forms of GD, types 2 and 3, often present at young ages and can have overlapping phenotypes. It has been shown that new technologies employing artificial intelligence and facial recognition software can assist with dysmorphology assessments. Though classically not associated nor previously described with a dysmorphic facial phenotype, this study investigated whether a facial recognition platform could distinguish between photos of patients with GD2 and GD3 and discriminate between them and photos of healthy controls. Each cohort included over 100 photos. A cross validation scheme including a series of binary comparisons between groups was used. Outputs included a composite photo of each cohort and either a receiver operating characteristic curve or a confusion matrix. Binary comparisons showed that the software could correctly group photos at least 89% of the time. Multiclass comparison between GD2, GD3, and healthy controls demonstrated a mean accuracy of 76.6%, compared to a 37.7% chance for random comparison. Both GD2 and GD3 have now been added to the facial recognition platform as established syndromes that can be identified by the algorithm. These results suggest that facial recognition and artificial intelligence, though no substitute for other diagnostic methods, may aid in the recognition of neuronopathic GD. The algorithm, in concert with other clinical features, also appears to distinguish between young patients with GD2 and GD3, suggesting that this tool can help facilitate earlier implementation of appropriate management.
Collapse
Affiliation(s)
- Emily Daykin
- Medical Genetics Branch, NHGRI, NIH, Bethesda, MD, USA
| | | | - Magy Abdelwahab
- Cairo University Pediatric Hospital, and Social and Preventive Medicine Center, Kasr Elainy Hospital, Cairo, Egypt
| | - Nehal Hassib
- Orodental Genetics, National Research Center, Cairo, Egypt
| | | | - Emory Ryan
- Medical Genetics Branch, NHGRI, NIH, Bethesda, MD, USA
| | | |
Collapse
|
2
|
Sam R, Ryan E, Daykin E, Sidransky E. Current and emerging pharmacotherapy for Gaucher disease in pediatric populations. Expert Opin Pharmacother 2021; 22:1489-1503. [PMID: 33711910 PMCID: PMC8373623 DOI: 10.1080/14656566.2021.1902989] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Accepted: 03/10/2021] [Indexed: 12/20/2022]
Abstract
INTRODUCTION The past decades have witnessed a remarkable improvement in the health of patients with Gaucher disease, the inherited deficiency of the lysosomal enzyme glucocerebrosidase, resulting from the availability of enzyme replacement and substrate reduction therapies. Especially in pediatric populations, early diagnosis and initiation of treatment is essential to achieving optimal outcomes. AREAS COVERED The authors review the literature pertaining to the effectiveness of currently available therapies and describe new pharmacotherapies under development, especially for young patients. EXPERT OPINION For pediatric patients with non-neuronopathic Gaucher disease, there may be new therapeutic options on the horizon in the form of gene therapy or small molecule glucocerebrosidase chaperones. These have the potential to result in a cure for systemic disease manifestations and/or to reduce the cost and convenience of treatment. For children with neuronopathic Gaucher disease, the challenge of targeting therapy to the central nervous system is being explored through new modalities including brain-targeted gene therapy, in-utero therapy, brain-penetrant small molecule chaperones, and other methods that convey enzyme across the blood-brain barrier. Indeed, these are exciting times for both pediatric patients with Gaucher disease and those with other lysosomal storage disorders.
Collapse
Affiliation(s)
- Richard Sam
- Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, USA
| | - Emory Ryan
- Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, USA
| | - Emily Daykin
- Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, USA
| | - Ellen Sidransky
- Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, USA
| |
Collapse
|
3
|
Daykin EC, Ryan E, Sidransky E. Diagnosing neuronopathic Gaucher disease: New considerations and challenges in assigning Gaucher phenotypes. Mol Genet Metab 2021; 132:49-58. [PMID: 33483255 PMCID: PMC7884077 DOI: 10.1016/j.ymgme.2021.01.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 01/04/2021] [Accepted: 01/05/2021] [Indexed: 12/13/2022]
Abstract
Gaucher disease (GD), resulting from biallelic mutations in the gene GBA1, is a monogenic recessively inherited Mendelian disorder with a wide range of phenotypic presentations. The more severe forms of the disease, acute neuronopathic GD (GD2) and chronic neuronopathic GD (GD3), also have a continuum of disease severity with an overlap in manifestations and limited genotype-phenotype correlation. In very young patients, assigning a definitive diagnosis can sometimes be challenging. Several recent studies highlight specific features of neuronopathic GD that may provide diagnostic clues. Distinguishing between the different GD types has important therapeutic implications. Currently there are limited treatment options specifically for neuronopathic GD due to the difficulty in delivering therapies across the blood-brain barrier. In this work, we present both classic and newly appreciated aspects of the Gaucher phenotype that can aid in discriminating between acute and chronic neuronopathic GD, and highlight the continuing therapeutic challenges.
Collapse
Affiliation(s)
- Emily C Daykin
- Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, USA
| | - Emory Ryan
- Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, USA
| | - Ellen Sidransky
- Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, USA.
| |
Collapse
|
4
|
Schiffmann R, Sevigny J, Rolfs A, Davies EH, Goker‐Alpan O, Abdelwahab M, Vellodi A, Mengel E, Lukina E, Yoo H, Collin‐Histed T, Narita A, Dinur T, Revel‐Vilk S, Arkadir D, Szer J, Wajnrajch M, Ramaswami U, Sidransky E, Donald A, Zimran A. The definition of neuronopathic Gaucher disease. J Inherit Metab Dis 2020; 43:1056-1059. [PMID: 32242941 PMCID: PMC7540563 DOI: 10.1002/jimd.12235] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 03/17/2020] [Accepted: 03/19/2020] [Indexed: 12/04/2022]
Abstract
Neuronopathic Gaucher disease (nGD) has a very wide clinical and genotypic spectrum. However, there is no consensus definition of nGD, including no description of how best to diagnostically separate the acute form-Gaucher type 2-from the subacute or chronic form-Gaucher type 3. In this article, we define the various forms of Gaucher disease with particular emphasis on the presence of gaze palsy in all patients with nGD. This consensus definition will help in both clinical diagnosis and appropriate patient recruitment to upcoming clinical trials.
Collapse
Affiliation(s)
| | | | | | | | - Ozlem Goker‐Alpan
- Lysosomal and Rare Disorders Research and Treatment Center (LDRTC)FairfaxVirginia
| | - Magy Abdelwahab
- Department of Pediatric HematologyCairo University Pediatric HospitalCairoEgypt
| | | | | | - Elena Lukina
- National Research Center for HematologyMoscowRussia
| | - Han‐Wook Yoo
- Asan Medical Center, Department of PediatricsMedical Genetics & Genomics CenterSeoulSouth Korea
| | | | - Aya Narita
- Division of Child NeurologyInstitute of Neurological Science, Tottori University Faculty of MedicineYonagoTottoriJapan
| | - Tama Dinur
- Gaucher UnitShaare Zedek Medical CenterJerusalemIsrael
| | | | - David Arkadir
- Hebrew University‐Hadassah Medical SchoolJerusalemIsrael
| | - Jeff Szer
- Clinical HaematologyPeter MacCallum Cancer Centre and The Royal Melbourne HospitalMelbourneAustralia
| | - Michael Wajnrajch
- Pfizer Inc., Clinical Professor of Pediatrics, New York University Langone School of MedicineNew YorkNew York
| | - Uma Ramaswami
- Lysosomal Storage Disorder UnitRoyal Free HospitalLondonUK
| | - Ellen Sidransky
- Medical Genetics Branch, National Human Genome Research InstituteNational Institutes of HealthBethesdaMaryland
| | - Aimee Donald
- University of ManchesterSt Marys HospitalManchesterUK
| | - Ari Zimran
- Gaucher UnitShaare Zedek Medical CenterJerusalemIsrael
- Hebrew University‐Hadassah Medical SchoolJerusalemIsrael
| |
Collapse
|
5
|
Roshan Lal T, Seehra GK, Steward AM, Poffenberger CN, Ryan E, Tayebi N, Lopez G, Sidransky E. The natural history of type 2 Gaucher disease in the 21st century: A retrospective study. Neurology 2020; 95:e2119-e2130. [PMID: 32764102 DOI: 10.1212/wnl.0000000000010605] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 05/05/2020] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE To gather natural history data to better understand the changing course of type 2 Gaucher disease (GD2) in order to guide future interventional protocols. METHODS A structured interview was conducted with parents of living or deceased patients with GD2. Retrospective information obtained included disease presentation, progression, medical and surgical history, medications, family history, management, complications, and cause of death, as well as the impact of disease on families. RESULTS Data from 23 patients were analyzed (20 deceased and 3 living), showing a mean age at death of 19.2 months, ranging from 3 to 55 months. Fourteen patients were treated with enzyme replacement therapy, 2 were treated with substrate reduction therapy, and 3 underwent bone marrow transplantation. Five patients received ambroxol and one was on N-acetylcysteine, both considered experimental treatments. Fifteen patients had gastrostomy tubes placed; 10 underwent tracheostomies. Neurologic disease manifestations included choking episodes, myoclonic jerks, autonomic dysfunction, apnea, seizures, and diminished blinking, all of which worsened as disease progressed. CONCLUSIONS Current available therapies appear to prolong life but do not alter neurologic manifestations. Despite aggressive therapeutic interventions, GD2 remains a progressive disorder with a devastating prognosis that may benefit from new treatment approaches.
Collapse
Affiliation(s)
- Tamanna Roshan Lal
- From the Section on Molecular Neurogenetics (T.R.L., G.K.S., A.M.S., C.P., E.R., N.T., G.L., E.S.), Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD; and Genetics and Metabolism Rare Disease Institute (T.R.L.), Children's National Medical Center, Washington, DC
| | - Gurpreet K Seehra
- From the Section on Molecular Neurogenetics (T.R.L., G.K.S., A.M.S., C.P., E.R., N.T., G.L., E.S.), Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD; and Genetics and Metabolism Rare Disease Institute (T.R.L.), Children's National Medical Center, Washington, DC
| | - Alta M Steward
- From the Section on Molecular Neurogenetics (T.R.L., G.K.S., A.M.S., C.P., E.R., N.T., G.L., E.S.), Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD; and Genetics and Metabolism Rare Disease Institute (T.R.L.), Children's National Medical Center, Washington, DC
| | - Chelsie N Poffenberger
- From the Section on Molecular Neurogenetics (T.R.L., G.K.S., A.M.S., C.P., E.R., N.T., G.L., E.S.), Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD; and Genetics and Metabolism Rare Disease Institute (T.R.L.), Children's National Medical Center, Washington, DC
| | - Emory Ryan
- From the Section on Molecular Neurogenetics (T.R.L., G.K.S., A.M.S., C.P., E.R., N.T., G.L., E.S.), Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD; and Genetics and Metabolism Rare Disease Institute (T.R.L.), Children's National Medical Center, Washington, DC
| | - Nahid Tayebi
- From the Section on Molecular Neurogenetics (T.R.L., G.K.S., A.M.S., C.P., E.R., N.T., G.L., E.S.), Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD; and Genetics and Metabolism Rare Disease Institute (T.R.L.), Children's National Medical Center, Washington, DC
| | - Grisel Lopez
- From the Section on Molecular Neurogenetics (T.R.L., G.K.S., A.M.S., C.P., E.R., N.T., G.L., E.S.), Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD; and Genetics and Metabolism Rare Disease Institute (T.R.L.), Children's National Medical Center, Washington, DC
| | - Ellen Sidransky
- From the Section on Molecular Neurogenetics (T.R.L., G.K.S., A.M.S., C.P., E.R., N.T., G.L., E.S.), Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD; and Genetics and Metabolism Rare Disease Institute (T.R.L.), Children's National Medical Center, Washington, DC.
| |
Collapse
|