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Kobayashi H, Nakata N, Izuka S, Hongo K, Nishikawa M. Using artificial intelligence and promoter-level transcriptome analysis to identify a biomarker as a possible prognostic predictor of cardiac complications in male patients with Fabry disease. Mol Genet Metab Rep 2024; 41:101152. [PMID: 39484074 PMCID: PMC11525769 DOI: 10.1016/j.ymgmr.2024.101152] [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: 05/10/2024] [Revised: 10/06/2024] [Accepted: 10/07/2024] [Indexed: 11/03/2024] Open
Abstract
Fabry disease is the most frequently occurring form of lysosomal disease in Japan, and is characterized by a wide variety of conditions. Primarily, the three major types of concerns associated with Fabry disease observed during adulthood that must be prevented are central nervous system, renal, and cardiac complications. Cardiac complications, such as cardiomyopathy, cardiac muscle fibrosis, and severe arrhythmia, are the most common mortality causes in patients with Fabry disease. To predict cardiac complications of Fabry disease, we extracted RNA from the venous blood of patients for cap analysis of gene expression (CAGE), performed likelihood ratio tests for each RNA expression dataset obtained from individuals with and without cardiac complications, and analyzed the correlation between cardiac functional factors observed using magnetic resonance imaging data extracted using artificial intelligence algorithms and RNA expression. Our findings showed that CHN1 expression was significantly higher in male Fabry disease patients with cardiac complications and that it could be associated with many cardiac functional factors. CHN1 encodes a GTPase-activating protein, chimerin 1, which is specific to the GTP-binding protein Rac (involved in oxidative stress generation and the promotion of myocardial fibrosis). Thus, CHN1 is a potential predictive biomarker of cardiac complications in Fabry disease; however, further studies are required to confirm this observation.
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Affiliation(s)
- Hiroshi Kobayashi
- Division of Gene Therapy, Research Center for Medical Sciences, The Jikei University of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
- Department of Pediatrics, The Jikei University of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Norio Nakata
- Division of Artificial Intelligence Medicine, Research Center for Medical Sciences, The Jikei University of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
- Department of Radiology, The Jikei University of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Sayoko Izuka
- Division of Gene Therapy, Research Center for Medical Sciences, The Jikei University of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Kenichi Hongo
- Division of Cardiology, Department of Internal Medicine, The Jikei University of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Masako Nishikawa
- Clinical Research Support Center, The Jikei University of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
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Manisha KY, Fasaludeen A, Poulose P, Menon R, Thomas B, Nair SS, Cherian A, Divya KP, Sundaram S. Spectrum of Leukodystrophy and Genetic Leukoencephalopathy in Indian Population Diagnosed by Clinical Exome Sequencing and Clinical Utility. Neurol Genet 2024; 10:e200190. [PMID: 39184309 PMCID: PMC11343561 DOI: 10.1212/nxg.0000000000200190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 07/18/2024] [Indexed: 08/27/2024]
Abstract
Background and Objectives Next-generation sequencing (NGS) has expedited the diagnostic process and unearthed many rare disorders in leukodystrophy (LD) and genetic leukoencephalopathy (gLE). Despite the progress in genomics, there is a paucity of data on the distribution of genetic white matter disorders (WMDs) and the diagnostic utility of NGS-based assays in a clinical setting. This study was initiated to explore the clinical, radiologic, and genetic spectrum of LD and gLE in the Indian population and also to estimate the diagnostic yield of clinical exome sequencing (CES). Methods This is a retrospective descriptive analysis of patients with a diagnosis of genetic WMDs from a single tertiary referral center who had CES performed as part of the diagnostic evaluation between January 2016 and December 2021. The demographic, clinical, radiologic, and genetic data were collected. The variants were classified using the American College of Medical Genetics and Genomics criteria. Pathogenic and likely pathogenic variants were included in the calculation of the diagnostic yield. Results In the study period, 138 patients were clinically diagnosed with either LD or gLE, of which 86 patients underwent CES. Pathogenic variants, likely pathogenic variants, and variants of uncertain significance with phenotype match were seen in 40 (41.8%), 13 (29.1%), and 15 (15.2%) patients, respectively. The mean age at onset in these 68 patients was 6.35 years (range 1 month-39 years), and 38 (55.9%) were male. LDs and gLE were diagnosed in 31 and 37 patients, respectively. 56 patients (71.8%) had autosomal recessive inheritance. The common clinical presentations were developmental delay (23.5%), psychomotor regression (20.6%), progressive myoclonic epilepsy syndrome (19.1%), and spastic ataxia (14.7%). Myelin disorders (48.5%) and leuko-axonopathies (41.2%) were the commonest type of disorders. The most frequently identified genes were ARSA, CLN5, ABCD1, CLN6, TPP1, HEXA, and L2HGDH. The diagnostic yield of the study was 61.6% (53/86), which increased to 79.1% when VUS with phenotype match were included. Discussion This study demonstrated a high diagnostic yield from proband-only CES in the evaluation of genetic WMDs and should be considered as a first-line investigation for genetic diagnosis. Classification of Evidence This study provides Class IV evidence that proband-only clinical exome sequencing is a useful "first-line investigation" for patients with genetic white matter disorders.
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Affiliation(s)
- Karamala Yalapalli Manisha
- From the Department of Neurology (K.Y.M., A.F., P.P., S.S.N., A.C., K.P.D.); Pediatric Neurology and Neurodevelopmental Disorders (R.M., S.S.); and Department of Imaging Sciences and Intervention Radiology (B.T.), Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Thiruvananthapuram, Kerala, India
| | - Alfiya Fasaludeen
- From the Department of Neurology (K.Y.M., A.F., P.P., S.S.N., A.C., K.P.D.); Pediatric Neurology and Neurodevelopmental Disorders (R.M., S.S.); and Department of Imaging Sciences and Intervention Radiology (B.T.), Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Thiruvananthapuram, Kerala, India
| | - Prashanth Poulose
- From the Department of Neurology (K.Y.M., A.F., P.P., S.S.N., A.C., K.P.D.); Pediatric Neurology and Neurodevelopmental Disorders (R.M., S.S.); and Department of Imaging Sciences and Intervention Radiology (B.T.), Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Thiruvananthapuram, Kerala, India
| | - Ramshekhar Menon
- From the Department of Neurology (K.Y.M., A.F., P.P., S.S.N., A.C., K.P.D.); Pediatric Neurology and Neurodevelopmental Disorders (R.M., S.S.); and Department of Imaging Sciences and Intervention Radiology (B.T.), Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Thiruvananthapuram, Kerala, India
| | - Bejoy Thomas
- From the Department of Neurology (K.Y.M., A.F., P.P., S.S.N., A.C., K.P.D.); Pediatric Neurology and Neurodevelopmental Disorders (R.M., S.S.); and Department of Imaging Sciences and Intervention Radiology (B.T.), Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Thiruvananthapuram, Kerala, India
| | - Sruthi S Nair
- From the Department of Neurology (K.Y.M., A.F., P.P., S.S.N., A.C., K.P.D.); Pediatric Neurology and Neurodevelopmental Disorders (R.M., S.S.); and Department of Imaging Sciences and Intervention Radiology (B.T.), Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Thiruvananthapuram, Kerala, India
| | - Ajith Cherian
- From the Department of Neurology (K.Y.M., A.F., P.P., S.S.N., A.C., K.P.D.); Pediatric Neurology and Neurodevelopmental Disorders (R.M., S.S.); and Department of Imaging Sciences and Intervention Radiology (B.T.), Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Thiruvananthapuram, Kerala, India
| | - Kalikavil Puthanveedu Divya
- From the Department of Neurology (K.Y.M., A.F., P.P., S.S.N., A.C., K.P.D.); Pediatric Neurology and Neurodevelopmental Disorders (R.M., S.S.); and Department of Imaging Sciences and Intervention Radiology (B.T.), Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Thiruvananthapuram, Kerala, India
| | - Soumya Sundaram
- From the Department of Neurology (K.Y.M., A.F., P.P., S.S.N., A.C., K.P.D.); Pediatric Neurology and Neurodevelopmental Disorders (R.M., S.S.); and Department of Imaging Sciences and Intervention Radiology (B.T.), Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Thiruvananthapuram, Kerala, India
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Salari M, Rezaei K, Rashedi R, Etemadifar M. Chorea Associated with Notch3 Gene Mutation. Mov Disord Clin Pract 2024; 11:902-904. [PMID: 38738590 PMCID: PMC11233860 DOI: 10.1002/mdc3.14053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 03/25/2024] [Accepted: 03/30/2024] [Indexed: 05/14/2024] Open
Affiliation(s)
- Mehri Salari
- Functional Neurosurgery Research Center, Shohada Tajrish Comprehensive Neurosurgical Center of ExcellenceShahid Beheshti University of Medical SciencesTehranIran
| | - Kamran Rezaei
- Student Research CommitteeShahid Beheshti University of Medical SciencesTehranIran
| | - Ronak Rashedi
- Functional Neurosurgery Research Center, Shohada Tajrish Comprehensive Neurosurgical Center of ExcellenceShahid Beheshti University of Medical SciencesTehranIran
| | - Masoud Etemadifar
- Faculty of MedicineIsfahan University of Medical SciencesIsfahanIran
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Chitu V, Gökhan Ş, Stanley ER. Modeling CSF-1 receptor deficiency diseases - how close are we? FEBS J 2022; 289:5049-5073. [PMID: 34145972 PMCID: PMC8684558 DOI: 10.1111/febs.16085] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 05/17/2021] [Accepted: 06/18/2021] [Indexed: 12/11/2022]
Abstract
The role of colony-stimulating factor-1 receptor (CSF-1R) in macrophage and organismal development has been extensively studied in mouse. Within the last decade, mutations in the CSF1R have been shown to cause rare diseases of both pediatric (Brain Abnormalities, Neurodegeneration, and Dysosteosclerosis, OMIM #618476) and adult (CSF1R-related leukoencephalopathy, OMIM #221820) onset. Here we review the genetics, penetrance, and histopathological features of these diseases and discuss to what extent the animal models of Csf1r deficiency currently available provide systems in which to study the underlying mechanisms involved.
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Affiliation(s)
- Violeta Chitu
- Department of Developmental and Molecular Biology, Albert Einstein College of Medicine, Bronx, N.Y. 10461, USA
| | - Şölen Gökhan
- Institute for Brain Disorders and Neural Regeneration, Department of Neurology, Albert Einstein College of Medicine, Bronx, N.Y. 10461, USA
| | - E. Richard Stanley
- Department of Developmental and Molecular Biology, Albert Einstein College of Medicine, Bronx, N.Y. 10461, USA
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Kaur P, do Rosario MC, Hebbar M, Sharma S, Kausthubham N, Nair K, Shrikiran A, Bhat Y R, Lewis LES, Nampoothiri S, Patil SJ, Suresh N, Bijarnia Mahay S, Dua Puri R, Pai S, Kaur A, KC R, Kamath N, Bajaj S, Kumble A, Shetty R, Shenoy R, Kamate M, Shah H, Muranjan MN, BL Y, Avabratha KS, Subramaniam G, Kadavigere R, Bielas S, Girisha KM, Shukla A. Clinical and genetic spectrum of 104 Indian families with central nervous system white matter abnormalities. Clin Genet 2021; 100:542-550. [PMID: 34302356 PMCID: PMC8918360 DOI: 10.1111/cge.14037] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 07/19/2021] [Accepted: 07/20/2021] [Indexed: 12/15/2022]
Abstract
Genetic disorders with predominant central nervous system white matter abnormalities (CNS WMAs), also called leukodystrophies, are heterogeneous entities. We ascertained 117 individuals with CNS WMAs from 104 unrelated families. Targeted genetic testing was carried out in 16 families and 13 of them received a diagnosis. Chromosomal microarray (CMA) was performed for three families and one received a diagnosis. Mendeliome sequencing was used for testing 11 families and all received a diagnosis. Whole exome sequencing (WES) was performed in 80 families and was diagnostic in 52 (65%). Singleton WES was diagnostic for 50/75 (66.67%) families. Overall, genetic diagnoses were obtained in 77 families (74.03%). Twenty-two of 47 distinct disorders observed in this cohort have not been reported in Indian individuals previously. Notably, disorders of nuclear mitochondrial pathology were most frequent (9 disorders in 20 families). Thirty-seven of 75 (49.33%) disease-causing variants are novel. To sum up, the present cohort describes the phenotypic and genotypic spectrum of genetic disorders with CNS WMAs in our population. It demonstrates WES, especially singleton WES, as an efficient tool in the diagnosis of these heterogeneous entities. It also highlights possible founder events and recurrent disease-causing variants in our population and their implications on the testing strategy.
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Affiliation(s)
- Parneet Kaur
- Department of Medical Genetics, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India
| | - Michelle C do Rosario
- Department of Medical Genetics, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India
| | - Malavika Hebbar
- Department of Medical Genetics, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India
| | - Suvasini Sharma
- Department of Paediatrics, Lady Hardinge Medical College and Associated Kalawati Saran Children’s Hospital, New Delhi, India
| | - Neethukrishna Kausthubham
- Department of Medical Genetics, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India
| | - Karthik Nair
- Department of Medical Genetics, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India
| | - A Shrikiran
- Department of Paediatrics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Ramesh Bhat Y
- Department of Paediatrics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Leslie Edward S Lewis
- Department of Paediatrics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Sheela Nampoothiri
- Department of Paediatric Genetics, Amrita Institute of Medical Sciences and Research Centre, Kochi, India
| | - SJ Patil
- Division of Genetics, Mazumdar Shaw Medical Centre, Narayana Health City, Bangalore, India
| | - Narayanaswami Suresh
- Department of Paediatrics, Lady Hardinge Medical College and Associated Kalawati Saran Children’s Hospital, New Delhi, India
| | - Sunita Bijarnia Mahay
- Institute of Medical Genetics and Genomics, Sir Ganga Ram Hospital, New Delhi, India
| | - Ratna Dua Puri
- Institute of Medical Genetics and Genomics, Sir Ganga Ram Hospital, New Delhi, India
| | - Shivanand Pai
- Department of Neurology, Kasturba Medical College, Mangalore, Manipal Academy of Higher Education, Manipal, India
| | - Anupriya Kaur
- Department of Paediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Rakshith KC
- Department of Neurology, Kasturba Medical College, Mangalore, Manipal Academy of Higher Education, Manipal, India
| | - Nutan Kamath
- Department of Paediatrics, Kasturba Medical College, Mangalore, Manipal Academy of Higher Education, Manipal, India
| | - Shruti Bajaj
- Jaslok Hospital and Research Centre, Mumbai, India
| | - Ali Kumble
- Department of Paediatrics, Indiana Hospital and Heart Institute, Mangalore, India
| | | | - Rathika Shenoy
- Department of Paediatrics, K.S. Hegde Medical Academy, NITTE University, Mangalore, India
| | - Mahesh Kamate
- Department of Paediatrics, Jawaharlal Nehru Medical College, Belgaum, India
| | - Hitesh Shah
- Department of Orthopaedics, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India
| | - Mamta N Muranjan
- Department of Pediatrics, Genetics Division, Seth Gordhandas Sunderdas Medical College and King Edward VII Memorial Hospital, Parel, Mumbai, Maharashtra, India
| | - Yatheesha BL
- Dheemahi Child Neurology and Development Center, Shimoga, India
| | | | | | - Rajagopal Kadavigere
- Department of Radiodiagnosis, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Stephanie Bielas
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Katta Mohan Girisha
- Department of Medical Genetics, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India
| | - Anju Shukla
- Department of Medical Genetics, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India
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