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Sánchez-Cazorla E, González-Atienza C, López-Vázquez A, Arruti N, Nieves-Moreno M, Noval S, Mena R, Rodríguez-Jiménez C, Rodríguez-Solana P, González-Iglesias E, Guerrero-Carretero M, D’Anna Mardero O, Coca-Robinot J, Acal JC, Blasco J, Castañeda C, Fraile Maya J, Del Pozo Á, Gómez-Pozo MV, Montaño VEF, Dios-Blázquez LD, Rodríguez-Antolín C, Gómez-Cano MDLÁ, Delgado-Mora L, Vallespín E. Whole-Exome Sequencing of 21 Families: Candidate Genes for Early-Onset High Myopia. Int J Mol Sci 2023; 24:15676. [PMID: 37958660 PMCID: PMC10649067 DOI: 10.3390/ijms242115676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 10/23/2023] [Accepted: 10/26/2023] [Indexed: 11/15/2023] Open
Abstract
High myopia is the most severe and pathological form of myopia. It occurs when the spherical refractive error exceeds -6.00 spherical diopters (SDs) or the axial length (AL) of the eye is greater than 26 mm. This article focuses on early-onset high myopia, an increasingly common condition that affects children under 10 years of age and can lead to other serious ocular pathologies. Through the genetic analysis of 21 families with early-onset high myopia, this study seeks to contribute to a better understanding of the role of genetics in this disease and to propose candidate genes. Whole-exome sequencing studies with a panel of genes known to be involved in the pathology were performed in families with inconclusive results: 3% of the variants found were classified as pathogenic, 6% were likely pathogenic and the remaining 91% were variants of uncertain significance. Most of the families in this study were found to have alterations in several of the proposed genes. This suggests a polygenic inheritance of the pathology due to the cumulative effect of the alterations. Further studies are needed to validate and confirm the role of these alterations in the development of early-onset high myopia and its polygenic inheritance.
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Affiliation(s)
- Eloísa Sánchez-Cazorla
- Molecular Ophthalmology Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (E.S.-C.); (C.G.-A.); (R.M.); (C.R.-J.); (P.R.-S.); (E.G.-I.); (M.V.G.-P.); (V.E.F.M.)
| | - Carmen González-Atienza
- Molecular Ophthalmology Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (E.S.-C.); (C.G.-A.); (R.M.); (C.R.-J.); (P.R.-S.); (E.G.-I.); (M.V.G.-P.); (V.E.F.M.)
| | - Ana López-Vázquez
- Department of Ophthalmology, IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (A.L.-V.); (N.A.); (M.N.-M.); (S.N.); (M.G.-C.); (O.D.M.); (J.C.-R.); (J.C.A.); (J.B.); (C.C.); (J.F.M.)
| | - Natalia Arruti
- Department of Ophthalmology, IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (A.L.-V.); (N.A.); (M.N.-M.); (S.N.); (M.G.-C.); (O.D.M.); (J.C.-R.); (J.C.A.); (J.B.); (C.C.); (J.F.M.)
- European Reference Network on Eye Diseases (ERN-EYE), Hospital Universitario La Paz, 28046 Madrid, Spain
| | - María Nieves-Moreno
- Department of Ophthalmology, IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (A.L.-V.); (N.A.); (M.N.-M.); (S.N.); (M.G.-C.); (O.D.M.); (J.C.-R.); (J.C.A.); (J.B.); (C.C.); (J.F.M.)
- European Reference Network on Eye Diseases (ERN-EYE), Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Susana Noval
- Department of Ophthalmology, IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (A.L.-V.); (N.A.); (M.N.-M.); (S.N.); (M.G.-C.); (O.D.M.); (J.C.-R.); (J.C.A.); (J.B.); (C.C.); (J.F.M.)
- European Reference Network on Eye Diseases (ERN-EYE), Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Rocío Mena
- Molecular Ophthalmology Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (E.S.-C.); (C.G.-A.); (R.M.); (C.R.-J.); (P.R.-S.); (E.G.-I.); (M.V.G.-P.); (V.E.F.M.)
- Biomedical Research Center in the Rare Diseases Network (CIBERER), Carlos II Health Institute (ISCIII), 28029 Madrid, Spain;
| | - Carmen Rodríguez-Jiménez
- Molecular Ophthalmology Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (E.S.-C.); (C.G.-A.); (R.M.); (C.R.-J.); (P.R.-S.); (E.G.-I.); (M.V.G.-P.); (V.E.F.M.)
| | - Patricia Rodríguez-Solana
- Molecular Ophthalmology Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (E.S.-C.); (C.G.-A.); (R.M.); (C.R.-J.); (P.R.-S.); (E.G.-I.); (M.V.G.-P.); (V.E.F.M.)
| | - Eva González-Iglesias
- Molecular Ophthalmology Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (E.S.-C.); (C.G.-A.); (R.M.); (C.R.-J.); (P.R.-S.); (E.G.-I.); (M.V.G.-P.); (V.E.F.M.)
| | - Marta Guerrero-Carretero
- Department of Ophthalmology, IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (A.L.-V.); (N.A.); (M.N.-M.); (S.N.); (M.G.-C.); (O.D.M.); (J.C.-R.); (J.C.A.); (J.B.); (C.C.); (J.F.M.)
| | - Oriana D’Anna Mardero
- Department of Ophthalmology, IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (A.L.-V.); (N.A.); (M.N.-M.); (S.N.); (M.G.-C.); (O.D.M.); (J.C.-R.); (J.C.A.); (J.B.); (C.C.); (J.F.M.)
| | - Javier Coca-Robinot
- Department of Ophthalmology, IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (A.L.-V.); (N.A.); (M.N.-M.); (S.N.); (M.G.-C.); (O.D.M.); (J.C.-R.); (J.C.A.); (J.B.); (C.C.); (J.F.M.)
| | - Juan Carlos Acal
- Department of Ophthalmology, IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (A.L.-V.); (N.A.); (M.N.-M.); (S.N.); (M.G.-C.); (O.D.M.); (J.C.-R.); (J.C.A.); (J.B.); (C.C.); (J.F.M.)
| | - Joana Blasco
- Department of Ophthalmology, IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (A.L.-V.); (N.A.); (M.N.-M.); (S.N.); (M.G.-C.); (O.D.M.); (J.C.-R.); (J.C.A.); (J.B.); (C.C.); (J.F.M.)
| | - Carlos Castañeda
- Department of Ophthalmology, IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (A.L.-V.); (N.A.); (M.N.-M.); (S.N.); (M.G.-C.); (O.D.M.); (J.C.-R.); (J.C.A.); (J.B.); (C.C.); (J.F.M.)
| | - Jesús Fraile Maya
- Department of Ophthalmology, IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (A.L.-V.); (N.A.); (M.N.-M.); (S.N.); (M.G.-C.); (O.D.M.); (J.C.-R.); (J.C.A.); (J.B.); (C.C.); (J.F.M.)
| | - Ángela Del Pozo
- Biomedical Research Center in the Rare Diseases Network (CIBERER), Carlos II Health Institute (ISCIII), 28029 Madrid, Spain;
- Clinical Bioinformatics Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, CIBERER, Hospital Universitario La Paz, 28046 Madrid, Spain; (L.D.D.-B.); (C.R.-A.)
| | - María V. Gómez-Pozo
- Molecular Ophthalmology Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (E.S.-C.); (C.G.-A.); (R.M.); (C.R.-J.); (P.R.-S.); (E.G.-I.); (M.V.G.-P.); (V.E.F.M.)
- Biomedical Research Center in the Rare Diseases Network (CIBERER), Carlos II Health Institute (ISCIII), 28029 Madrid, Spain;
| | - Victoria E. F. Montaño
- Molecular Ophthalmology Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (E.S.-C.); (C.G.-A.); (R.M.); (C.R.-J.); (P.R.-S.); (E.G.-I.); (M.V.G.-P.); (V.E.F.M.)
- Biomedical Research Center in the Rare Diseases Network (CIBERER), Carlos II Health Institute (ISCIII), 28029 Madrid, Spain;
| | - Lucía De Dios-Blázquez
- Clinical Bioinformatics Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, CIBERER, Hospital Universitario La Paz, 28046 Madrid, Spain; (L.D.D.-B.); (C.R.-A.)
| | - Carlos Rodríguez-Antolín
- Clinical Bioinformatics Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, CIBERER, Hospital Universitario La Paz, 28046 Madrid, Spain; (L.D.D.-B.); (C.R.-A.)
| | - María de Los Ángeles Gómez-Cano
- Clinical Genetics Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, CIBERER, Hospital Universitario La Paz, 28046 Madrid, Spain; (M.d.L.Á.G.-C.); (L.D.-M.)
| | - Luna Delgado-Mora
- Clinical Genetics Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, CIBERER, Hospital Universitario La Paz, 28046 Madrid, Spain; (M.d.L.Á.G.-C.); (L.D.-M.)
| | - Elena Vallespín
- Molecular Ophthalmology Section, Medical and Molecular Genetics Institute (INGEMM) IdiPaz, Hospital Universitario La Paz, 28046 Madrid, Spain; (E.S.-C.); (C.G.-A.); (R.M.); (C.R.-J.); (P.R.-S.); (E.G.-I.); (M.V.G.-P.); (V.E.F.M.)
- European Reference Network on Eye Diseases (ERN-EYE), Hospital Universitario La Paz, 28046 Madrid, Spain
- Biomedical Research Center in the Rare Diseases Network (CIBERER), Carlos II Health Institute (ISCIII), 28029 Madrid, Spain;
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Yi J, Dai Y, Ma S, Zheng Y, Liang Y, Huang X. Correlation between High Myopia Susceptibility and Polymorphisms of RASGRF1 Gene among College Students in Zhejiang. JOURNAL OF ENVIRONMENTAL AND PUBLIC HEALTH 2023; 2023:6767410. [PMID: 36864897 PMCID: PMC9974243 DOI: 10.1155/2023/6767410] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 10/10/2022] [Accepted: 01/24/2023] [Indexed: 02/23/2023]
Abstract
Objective The aim of the study is to analyze the correlation between high myopia susceptibility and Ras protein-specific guanine nucleotide-releasing factor-1(RASGRF1) gene polymorphism among college students in Zhejiang. Methods A stratified whole-group sampling method was used to select 218 cases of college students in Zhejiang who met the inclusion and exclusion criteria from January, 2019, to December, 2021, and they were divided into 77 cases (154 eyes) in the high myopia group and 141 cases (282 eyes) in the medium-low myopia group according to the degree of myopia, and 109 cases of college volunteers without myopia from the same period of medical examination in the region were included in the control group. The single nucleotide polymorphisms (SNPs) located in functional regions were selected by searching the literature and genetic databases, and the base sequences of rs939658, rs4778879, and rs8033417 loci were obtained by genotyping candidate SNPs using multiplex ligase detection reaction technique. The cardinality test was used to compare the differences in genotype frequency distribution of each locus of the RASGRF1 gene between the high myopia group and the low to moderate myopia group and the control group. Results The genotype frequencies and allele frequencies of the RASGRF1 gene rs939658 locus in the high myopia group compared with the moderate-low myopia group and the control group were not statistically significant (P > 0.05). The genotype frequencies and allele frequencies of the rs4778879 locus of the RASGRF1 gene were compared among the three groups, and the differences were not statistically significant (P > 0.05). The genotype frequency and allele frequency of the rs8033417 locus of the RASGRF1 gene differed significantly among the three groups (P < 0.05). Conclusion The polymorphism of the rs8033417 locus of the RASGRF1 gene was significantly correlated with the susceptibility of high myopia among college students in Zhejiang.
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Affiliation(s)
- Jipan Yi
- Optometry Technology of Zhejiang Industry and Trade Vocational College, Wenzhou 325000, Zhejiang, China
| | - Yingying Dai
- Optometry Technology of Zhejiang Industry and Trade Vocational College, Wenzhou 325000, Zhejiang, China
| | - Shangsheng Ma
- Optometry Technology of Zhejiang Industry and Trade Vocational College, Wenzhou 325000, Zhejiang, China
| | - Yiyi Zheng
- Optometry Technology of Zhejiang Industry and Trade Vocational College, Wenzhou 325000, Zhejiang, China
| | - Yunjie Liang
- Optometry Technology of Zhejiang Industry and Trade Vocational College, Wenzhou 325000, Zhejiang, China
| | - Xiaojie Huang
- Optometry Technology of Zhejiang Industry and Trade Vocational College, Wenzhou 325000, Zhejiang, China
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Bioinformatic Prioritization and Functional Annotation of GWAS-Based Candidate Genes for Primary Open-Angle Glaucoma. Genes (Basel) 2022; 13:genes13061055. [PMID: 35741817 PMCID: PMC9222386 DOI: 10.3390/genes13061055] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 05/29/2022] [Accepted: 05/30/2022] [Indexed: 12/19/2022] Open
Abstract
Background: Primary open-angle glaucoma (POAG) is the most prevalent glaucoma subtype, but its exact etiology is still unknown. In this study, we aimed to prioritize the most likely ‘causal’ genes and identify functional characteristics and underlying biological pathways of POAG candidate genes. Methods: We used the results of a large POAG genome-wide association analysis study from GERA and UK Biobank cohorts. First, we performed systematic gene-prioritization analyses based on: (i) nearest genes; (ii) nonsynonymous single-nucleotide polymorphisms; (iii) co-regulation analysis; (iv) transcriptome-wide association studies; and (v) epigenomic data. Next, we performed functional enrichment analyses to find overrepresented functional pathways and tissues. Results: We identified 142 prioritized genes, of which 64 were novel for POAG. BICC1, AFAP1, and ABCA1 were the most highly prioritized genes based on four or more lines of evidence. The most significant pathways were related to extracellular matrix turnover, transforming growth factor-β, blood vessel development, and retinoic acid receptor signaling. Ocular tissues such as sclera and trabecular meshwork showed enrichment in prioritized gene expression (>1.5 fold). We found pleiotropy of POAG with intraocular pressure and optic-disc parameters, as well as genetic correlation with hypertension and diabetes-related eye disease. Conclusions: Our findings contribute to a better understanding of the molecular mechanisms underlying glaucoma pathogenesis and have prioritized many novel candidate genes for functional follow-up studies.
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Epigenetically dysregulated genes and pathways implicated in the pathogenesis of non-syndromic high myopia. Sci Rep 2019; 9:4145. [PMID: 30858441 PMCID: PMC6411983 DOI: 10.1038/s41598-019-40299-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Accepted: 11/30/2018] [Indexed: 12/20/2022] Open
Abstract
Myopia, commonly referred to as nearsightedness, is one of the most common causes of visual disability throughout the world. It affects more people worldwide than any other chronic visual impairment condition. Although the prevalence varies among various ethnic groups, the incidence of myopia is increasing in all populations across globe. Thus, it is considered a pressing public health problem. Both genetics and environment play a role in development of myopia. To elucidate the epigenetic mechanism(s) underlying the pathophysiology of high-myopia, we conducted methylation profiling in 18 cases and 18 matched controls (aged 4–12 years), using Illumina MethylationEPIC BeadChips array. The degree of myopia was variable among subjects, ranging from −6 to −15D. We identified 1541 hypermethylated CpGs, representing 1745 genes (2.0-fold or higher) (false discovery rate (FDR) p ≤ 0.05), multiple CpGs were p < 5 × 10−8 with a receiver operating characteristic area under the curve (ROC-AUC) ≥ 0.75 in high-myopia subjects compared to controls. Among these, 48 CpGs had excellent correlation (AUC ≥ 0.90). Herein, we present the first genome-wide DNA methylation analysis in a unique high-myopia cohort, showing extensive and discrete methylation changes relative to controls. The genes we identified hold significant potential as targets for novel therapeutic intervention either alone, or in combination.
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