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In Silico Functional Meta‐Analysis of 5,962 ABCA4 Variants in 3,928 Retinal Dystrophy Cases
Authors:Stéphanie S. Cornelis  Nathalie M. Bax  Jana Zernant  Rando Allikmets  Lars G. Fritsche  Johan T. den Dunnen  Muhammad Ajmal  Carel B. Hoyng  Frans P.M. Cremers
Affiliation:1. Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands;2. Department of Ophthalmology, Radboud University Medical Center, Nijmegen, The Netherlands;3. Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands;4. Department of Ophthalmology, Columbia University, New York, New York;5. Department of Pathology & Cell Biology, Columbia University, New York, New York;6. Department of Public Health, K.G. Jebsen Center for Genetic Epidemiology, NTNU, Norwegian University of Science and Technology, Trondheim, Norway;7. Departments of Clinical Genetics and Human Genetics, Leiden University Medical Center, Leiden, The Netherlands;8. Department of Biosciences, Faculty of Science, COMSATS Institute of Information Technology, Islamabad, Pakistan
Abstract:Variants in the ABCA4 gene are associated with a spectrum of inherited retinal diseases (IRDs), most prominently with autosomal recessive (ar) Stargardt disease (STGD1) and ar cone‐rod dystrophy. The clinical outcome to a large degree depends on the severity of the variants. To provide an accurate prognosis and to select patients for novel treatments, functional significance assessment of nontruncating ABCA4 variants is important. We collected all published ABCA4 variants from 3,928 retinal dystrophy cases in a Leiden Open Variation Database, and compared their frequency in 3,270 Caucasian IRD cases with 33,370 non‐Finnish European control individuals. Next to the presence of 270 protein‐truncating variants, 191 nontruncating variants were significantly enriched in the patient cohort. Furthermore, 30 variants were deemed benign. Assessing the homozygous occurrence of frequent variants in IRD cases based on the allele frequencies in control individuals confirmed the mild nature of the p.[Gly863Ala, Gly863del] variant and identified three additional mild variants (p.(Ala1038Val), c.5714+5G>A, and p.(Arg2030Gln)). The p.(Gly1961Glu) variant was predicted to act as a mild variant in most cases. Based on these data, in silico analyses, and American College of Medical Genetics and Genomics guidelines, we provide pathogenicity classifications on a five‐tier scale from benign to pathogenic for all variants in the ABCA4‐LOVD database.
Keywords:ABCA4  retinal dystrophy  meta‐analysis  genotype‐phenotype correlation  in silico prediction  mild variants
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