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Kilic S, Bove J, So BN, Whitman MC. Strabismus in Genetic Syndromes: A Review. Clin Exp Ophthalmol 2025; 53:302-330. [PMID: 39948700 DOI: 10.1111/ceo.14507] [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: 09/24/2024] [Revised: 01/29/2025] [Accepted: 01/29/2025] [Indexed: 04/03/2025]
Abstract
Strabismus is a feature of many genetic syndromes, with highly variable penetrance. The congenital cranial dysinnervation disorders (CCDDs) result in paralytic strabismus, with limited eye movements. CCDDs result from either deficits in differentiation of the cranial motor neuron precursors or from abnormal axon guidance of the cranial nerves. Although most individuals with comitant strabismus are otherwise healthy, strabismus is a variable feature of many genetic syndromes, most commonly those associated with intellectual disability. We review 255 genetic syndromes in which strabismus has been described and discuss the variable penetrance. The association with intellectual disability and neurological disorders underscores the likely neurological basis of strabismus, but the variable penetrance emphasises the complexity of strabismus pathophysiology. The syndromes described here mostly result from loss of function or change in function of the responsible genes; one hypothesis is that nonsyndromic strabismus may result from altered expression or regulation of the same genes.
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Affiliation(s)
- Seyda Kilic
- Department of Ophthalmology, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Jillian Bove
- Department of Ophthalmology, Boston Children's Hospital, Boston, Massachusetts, USA
- Boston Orthoptic Fellowship Program, Boston, Massachusetts, USA
| | | | - Mary C Whitman
- Department of Ophthalmology, Boston Children's Hospital, Boston, Massachusetts, USA
- Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, USA
- F.M. Kirby Neuroscience Center, Boston Children's Hospital, Boston, Massachusetts, USA
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Martinez-Sanchez M, Skarnes W, Jain A, Vemula S, Sun L, Rockowitz S, Whitman MC. Chromosome 4 Duplication Associated with Strabismus Leads to Gene Expression Changes in iPSC-Derived Cortical Neurons. Genes (Basel) 2025; 16:80. [PMID: 39858627 PMCID: PMC11764630 DOI: 10.3390/genes16010080] [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: 12/18/2024] [Revised: 01/09/2025] [Accepted: 01/10/2025] [Indexed: 01/27/2025] Open
Abstract
BACKGROUND/OBJECTIVES Strabismus is the most common ocular disorder of childhood. Three rare, recurrent genetic duplications have been associated with both esotropia and exotropia, but the mechanisms by which they contribute to strabismus are unknown. This work aims to investigate the mechanisms of the smallest of the three, a 23 kb duplication on chromosome 4 (hg38|4:25,554,985-25,578,843). METHODS Using CRISPR and bridging oligos, we introduced the duplication into the Kolf2.1J iPSC line. We differentiated the parent line and the line with the duplication into cortical neurons using a three-dimensional differentiation protocol, and performed bulk RNASeq on neural progenitors (day 14) and differentiated neurons (day 63). RESULTS We successfully introduced the duplication into Kolf2.1J iPSCs by nucleofecting a bridging oligo for the newly formed junction along with cas9 ribonucleoparticles. We confirmed that the cells had a tandem duplication without inversion or deletion. The parent line and the line with the duplication both differentiated into neurons reliably. There were a total of 37 differentially expressed genes (DEGs) at day 63, 25 downregulated and 12 upregulated. There were 55 DEGs at day 14, 18 of which were also DEGs at day 63. The DEGs included a number of protocadherins, several genes involved in neuronal development, including SLITRK2, CSMD1, and VGF, and several genes of unknown function. CONCLUSIONS A copy number variant (CNV) that confers risk for strabismus affects gene expression of several genes involved in neural development, highlighting that strabismus most likely results from abnormal neural development, and identifying several new genes and pathways for further research into the pathophysiology of strabismus.
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Affiliation(s)
- Mayra Martinez-Sanchez
- Department of Ophthalmology, Boston Children’s Hospital, Boston, MA 02115, USA; (M.M.-S.); (S.V.)
- Department of Ophthalmology, Harvard Medical School, Boston, MA 02115, USA
| | - William Skarnes
- Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA;
| | - Ashish Jain
- Research Computing, Department of Information Technology, Boston Children’s Hospital, Boston, MA 02115, USA; (A.J.); (L.S.); (S.R.)
| | - Sampath Vemula
- Department of Ophthalmology, Boston Children’s Hospital, Boston, MA 02115, USA; (M.M.-S.); (S.V.)
- Department of Ophthalmology, Harvard Medical School, Boston, MA 02115, USA
| | - Liang Sun
- Research Computing, Department of Information Technology, Boston Children’s Hospital, Boston, MA 02115, USA; (A.J.); (L.S.); (S.R.)
| | - Shira Rockowitz
- Research Computing, Department of Information Technology, Boston Children’s Hospital, Boston, MA 02115, USA; (A.J.); (L.S.); (S.R.)
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children’s Hospital, Boston, MA 02115, USA
| | - Mary C. Whitman
- Department of Ophthalmology, Boston Children’s Hospital, Boston, MA 02115, USA; (M.M.-S.); (S.V.)
- Department of Ophthalmology, Harvard Medical School, Boston, MA 02115, USA
- F.M. Kirby Neurobiology Center, Boston Children’s Hospital, Boston, MA 02115, USA
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Duan W, Zhou T, Huang X, He D, Hu M. Whole-exome sequencing uncovers the genetic basis of hereditary concomitant exotropia in ten Chinese pedigrees. BMC Med Genomics 2025; 18:4. [PMID: 39773702 PMCID: PMC11705921 DOI: 10.1186/s12920-024-02078-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Accepted: 12/23/2024] [Indexed: 01/11/2025] Open
Abstract
PURPOSE To explore possible pathogenic genes for concomitant exotropia using whole-exome sequencing. METHODS In this study, 47 individuals from 10 concomitant exotropia (including intermittent exotropia and constant exotropia) pedigrees were enrolled. Whole-exome sequencing was used to screen mutational profiles in 25 affected individuals and 10 unaffected individuals. Sanger sequencing and in silico analysis were performed for all participants. Two target genes were used to capture the sequences of 220 sporadic samples. RESULTS All 10 concomitant exotropia pedigrees presented autosomal dominant inheritance with childhood onset (3.35 ± 1.51 years old). Eleven different missense variants were identified among seven potential pathogenic genes (COL4A2, SYNE1, LOXHD1, AUTS2, GTDC2, HERC2 and CDH3) that cosegregated with pedigree members. All variants were predicted to be deleterious and had low frequencies in the general population. Distinct variants of COL4A2 were present in three pedigrees, and distinct variants of SYNE1 were present in two pedigrees. Fifteen variants in AUTS2 and four variants in GTDC2 were identified in 220 patients with sporadic concomitant exotropia using a target-capture sequencing approach. CONCLUSION This is the first study to explore the genetic mechanism of concomitant exotropia and identify seven associated genes (COL4A2, SYNE1, LOXHD1, AUTS2, GTDC2, HERC2 and CDH3) that may be candidate genes causing concomitant exotropia. More samples and in-depth studies are needed to verify these findings.
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Affiliation(s)
- Wenhua Duan
- The First People's Hospital of Yunnan Province (The Affiliated Hospital of Kunming University of Science and Technology), Kunming, Yunnan Province, China.
| | - Taicheng Zhou
- The Affiliated Hospital of Yunnan University (The Second People's Hospital of Yunnan Province), Kunming, Yunnan Province, China
| | - Xiaoru Huang
- Yunnan University, Kunming, Yunnan Province, China
| | - Dongqiong He
- The First People's Hospital of Yunnan Province (The Affiliated Hospital of Kunming University of Science and Technology), Kunming, Yunnan Province, China
| | - Min Hu
- The Affiliated Hospital of Yunnan University (The Second People's Hospital of Yunnan Province), Kunming, Yunnan Province, China
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Ren K, Luan Y, Sun Y, Huang S, Zhang S, Yang Y, Jin Y, Chen X. NPLOC4 aggravates heart failure by regulating ROS and mitochondrial function. Int Immunopharmacol 2024; 142:113199. [PMID: 39332095 DOI: 10.1016/j.intimp.2024.113199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 09/05/2024] [Accepted: 09/15/2024] [Indexed: 09/29/2024]
Abstract
Heart failure (HF) is a leading cause of morbidity and mortality worldwide, necessitating the discovery of new therapeutic targets. NPLOC4 is known as an endoplasmic reticulum protein involved in protein degradation and cellular stress responses. Herein, NPLOC4 was investigated for its role in HF using a transverse aortic constriction (TAC) mouse model and an Angiotensin II (Ang II)-induced H9c2 cardiomyocyte model. Transcriptomic analysis revealed NPLOC4 upregulation in HF. NPLOC4 knockdown in the TAC model inhibited HF progression, as evidenced by reduced cardiac hypertrophy and fibrosis. Subsequent knockdown experiments showed the relievement in heart failure phenotypes, reduced reactive oxygen species (ROS) levels and enhanced mitochondrial function caused by NPLOC4 depletion in Ang II-induced H9c2 cells. STRING analysis predicted ERO1α as a potential NPLOC4 interactor, with further studies identifying that NPLOC4 knockdown increases ERO1α expression and disrupts mitochondria-associated membranes (MAMs). Additionally, NPLOC4 knockdown modulated the β-catenin/GSK3β pathway, enhancing mitochondrial dynamics and mitophagy. These findings suggest NPLOC4 as a promising therapeutic target for HF.
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Affiliation(s)
- Kaidi Ren
- Department of Pharmacy, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, PR China
| | - Yi Luan
- Department of Translational Medicine Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, PR China
| | - Yuanyuan Sun
- Department of Translational Medicine Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, PR China
| | - Siyuan Huang
- Department of Translational Medicine Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, PR China
| | - Shuwei Zhang
- Department of Translational Medicine Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, PR China
| | - Yang Yang
- Department of Translational Medicine Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, PR China.
| | - Yage Jin
- Department of Cardiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, PR China.
| | - Xing Chen
- Department of Pharmacy, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, PR China; Department of Translational Medicine Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, PR China.
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Le NQ, He W, MacGregor S. Polygenic Risk Scores and Genetically Complex Eye Disease. Annu Rev Vis Sci 2024; 10:403-423. [PMID: 38648289 DOI: 10.1146/annurev-vision-102122-103958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2024]
Abstract
The success of genome-wide association studies (GWASs) in uncovering genetic variants associated with complex eye diseases has paved the way for the development of risk prediction approaches based on disease genetics. Derived from GWAS data, polygenic risk scores (PRSs) have been emerging as a promising indicator of an individual's genetic liability to disease. In this review, we recap the current progress of PRS development and utility across a range of common eye diseases. While illustrating the prediction accuracy of PRSs and their valuable role in risk stratification for certain eye diseases, we also address PRSs' uncertain implementation in clinical settings at this stage, particularly in circumstances where limited treatment options are available. Finally, we discuss obstacles in translating PRSs into practice, including barriers to clinical impact, issues when working with different ancestry groups, and communicating risk scores, as well as projections for future improvements.
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Affiliation(s)
- Ngoc-Quynh Le
- Statistical Genetics Lab, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia;
| | - Weixiong He
- Statistical Genetics Lab, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia;
| | - Stuart MacGregor
- Statistical Genetics Lab, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia;
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Matsuo T, Hamasaki I, Kamatani Y, Kawaguchi T, Yamaguchi I, Matsuda F, Saito A, Nakazono K, Kamitsuji S. Genome-Wide Association Study with Three Control Cohorts of Japanese Patients with Esotropia and Exotropia of Comitant Strabismus and Idiopathic Superior Oblique Muscle Palsy. Int J Mol Sci 2024; 25:6986. [PMID: 39000095 PMCID: PMC11241339 DOI: 10.3390/ijms25136986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 06/10/2024] [Accepted: 06/15/2024] [Indexed: 07/16/2024] Open
Abstract
Esotropia and exotropia in the entity of comitant strabismus are multifactorial diseases with both genetic and environmental backgrounds. Idiopathic superior oblique muscle palsy, as the predominant entity of non-comitant (paralytic) strabismus, also has a genetic background, as evidenced by varying degrees of muscle hypoplasia. A genome-wide association study (GWAS) was conducted of 711 Japanese patients with esotropia (n= 253), exotropia (n = 356), and idiopathic superior oblique muscle palsy (n = 102). The genotypes of single nucleotide polymorphisms (SNPs) were determined by Infinium Asian Screening Array. Three control cohorts from the Japanese population were used: two cohorts from BioBank Japan (BBJ) and the Nagahama Cohort. BBJ (180K) was genotyped by a different array, Illumina Infinium OmniExpressExome or HumanOmniExpress, while BBJ (ASA) and the Nagahama Cohort were genotyped by the same Asian array. After quality control of SNPs and individuals, common SNPs between the case cohort and the control cohort were chosen in the condition of genotyping by different arrays, while all SNPs genotyped by the same array were used for SNP imputation. The SNPs imputed with R-square values ≥ 0.3 were used to compare the case cohort of each entity or the combined entity with the control cohort. In comparison with BBJ (180K), the esotropia group and the exotropia group showed CDCA7 and HLA-F, respectively, as candidate genes at a significant level of p < 5 × 10-8, while the idiopathic superior oblique muscle palsy group showed DAB1 as a candidate gene which is involved in neuronal migration. DAB1 was also detected as a candidate in comparison with BBJ (ASA) and the Nagahama Cohort at a weak level of significance of p < 1 × 10-6. In comparison with BBJ (180K), RARB (retinoic acid receptor-β) was detected as a candidate at a significant level of p < 5 × 10-8 in the combined group of esotropia, exotropia, and idiopathic superior oblique muscle palsy. In conclusion, a series of GWASs with three different control cohorts would be an effective method with which to search for candidate genes for multifactorial diseases such as strabismus.
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Affiliation(s)
- Toshihiko Matsuo
- Graduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama City 700-8558, Japan
- Department of Ophthalmology, Okayama University Hospital, Okayama City 700-8558, Japan
| | - Ichiro Hamasaki
- Department of Ophthalmology, Okayama University Hospital, Okayama City 700-8558, Japan
| | - Yoichiro Kamatani
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo 108-8639, Japan;
| | - Takahisa Kawaguchi
- Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan (F.M.)
| | - Izumi Yamaguchi
- Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan (F.M.)
| | - Fumihiko Matsuda
- Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan (F.M.)
| | - Akira Saito
- StaGen Co., Ltd., Tokyo 111-0051, Japan (S.K.)
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Jin K, Aboobakar IF, Whitman MC, Oke I. Mental Health Conditions Associated With Strabismus in a Diverse Cohort of US Adults. JAMA Ophthalmol 2024; 142:472-475. [PMID: 38573646 PMCID: PMC11099685 DOI: 10.1001/jamaophthalmol.2024.0540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 02/03/2024] [Indexed: 04/05/2024]
Abstract
Importance Greater understanding of the association between strabismus and mental health conditions across sociodemographic backgrounds may inform strategies to improve mental well-being in this population. Objective To describe the association of strabismus with mental health conditions in a diverse cohort of US adults. Design, Setting, and Participants This cross-sectional study used data from the National Institutes of Health's All of Us Research Program, an ongoing program launched in 2015. The study included 3646 adults (aged ≥18 years) with strabismus and 3646 propensity score-matched controls. Statistical analysis was conducted from September 12, 2023, to January 29, 2024. Main Outcomes and Measures Adults with strabismus were propensity score matched on age, gender, race and ethnicity, income, educational level, and insurance status in a 1:1 ratio with adults without strabismus. The prevalences of anxiety, depression, substance use and addiction, bipolar disorder, and schizophrenia spectrum disorder among adults with strabismus were compared with controls. Logistic regression was used to evaluate the association of mental health conditions with sociodemographic factors in each group. Results This study included 3646 adults with strabismus (median age, 67 years [IQR, 53-76 years]; 2017 women [55%]) and 3646 propensity score-matched controls (median age, 67 years [IQR, 53-76 years]; 2017 women [55%]). Individuals with strabismus had higher prevalences of anxiety (1153 [32%] vs 519 [14%]; difference, 17%; 95% CI, 15%-19%; P < .001), depression (1189 [33%] vs 514 [14%]; difference, 19%; 95% CI, 17%-20%; P < .001), substance use and addiction (116 [3%] vs 51 [1%]; difference, 2%; 95% CI, 1%-3%; P < .001), bipolar disorder (253 [7%] vs 101 [3%]; difference, 4%; 95% CI, 3%-5%; P < .001), and schizophrenia spectrum disorder (103 [3%] vs 36 [1%]; difference, 2%; 95% CI, 1%-3%; P < .001) compared with individuals without strabismus. Among adults with strabismus, higher odds of mental health conditions were associated with younger age (odds ratio [OR], 1.11 per 10-year decrease; 95% CI, 1.06-1.16 per 10-year decrease), female gender (OR, 1.62; 95% CI, 1.41-1.85), Black or African American race and ethnicity (OR, 1.22; 95% CI, 1.01-1.48), low income (OR, 3.06; 95% CI, 2.56-3.67), and high school education or less (OR, 1.58; 95% CI, 1.34-1.85). Conclusions and Relevance In a diverse and nationwide cohort, adults with strabismus were more likely to have mental health conditions compared with adults without strabismus. Further investigation into the risk factors for poor mental health among adults with strabismus across sociodemographic backgrounds may offer novel opportunities for interventions to improve mental well-being in this population.
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Affiliation(s)
- Kimberly Jin
- University of Massachusetts Chan School of Medicine, Worcester
| | - Inas F. Aboobakar
- Department of Ophthalmology, Massachusetts Eye and Ear and Harvard Medical School, Boston
| | - Mary C. Whitman
- Department of Ophthalmology, Massachusetts Eye and Ear and Harvard Medical School, Boston
- Department of Ophthalmology, Boston Children’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - Isdin Oke
- Department of Ophthalmology, Massachusetts Eye and Ear and Harvard Medical School, Boston
- Department of Ophthalmology, Boston Children’s Hospital and Harvard Medical School, Boston, Massachusetts
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Martinez Sanchez M, Chan WM, MacKinnon SE, Barry B, Hunter DG, Engle EC, Whitman MC. Presence of Copy Number Variants Associated With Esotropia in Patients With Exotropia. JAMA Ophthalmol 2024; 142:243-247. [PMID: 38358749 PMCID: PMC10870223 DOI: 10.1001/jamaophthalmol.2023.6782] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 12/10/2023] [Indexed: 02/16/2024]
Abstract
Importance Strabismus is a common ocular disorder of childhood. There is a clear genetic component to strabismus, but it is not known if esotropia and exotropia share genetic risk factors. Objective To determine whether genetic duplications associated with esotropia are also associated with exotropia. Design, Setting, and Participants This was a cross-sectional study conducted from November 2005 to December 2023. Individuals with constant or intermittent exotropia of any magnitude or a history of surgery for exotropia were recruited from pediatric ophthalmic practices. Data were analyzed from March to December 2023. Exposure Genetic duplication. Main Outcomes and Measures Presence of genetic duplications at 2p11.2, 4p15.2, and 10q11.22 assessed by digital droplet polymerase chain reaction. Orthoptic measurements and history of strabismus surgery were performed. Results A total of 234 individuals (mean [SD] age, 19.5 [19.0] years; 127 female [54.3%]) were included in this study. The chromosome 2 duplication was present in 1.7% of patients with exotropia (4 of 234; P = .40), a similar proportion to the 1.4% of patients with esotropia (23 of 1614) in whom it was previously reported and higher than the 0.1% of controls (4 of 3922) previously reported (difference, 1.6%; 95% CI, 0%-3.3%; P < .001). The chromosome 4 duplication was present in 3.0% of patients with exotropia (7 of 234; P = .10), a similar proportion to the 1.7% of patients with esotropia (27 of 1614) and higher than the 0.2% of controls (6 of 3922) in whom it was previously reported (difference, 2.8%; 95% CI, 0.6%-5.0%; P < .001). The chromosome 10 duplication was present in 6.0% of patients with exotropia (14 of 234; P = .08), a similar proportion to the 4% of patients with esotropia (64 of 1614) and higher than the 0.4% of controls (18 of 3922) in whom it was previously reported (difference, 5.6%; 95% CI, 2.5%-8.6%; P < .001). Individuals with a duplication had higher mean (SD) magnitude of deviation (31 [13] vs 22 [14] prism diopters [PD]; difference, 9 PD; 95% CI, 1-16 PD; P = .03), were more likely to have constant (vs intermittent) exotropia (70% vs 29%; difference, 41%; 95% CI, 20.8%-61.2%; P < .001), and had a higher rate of exotropia surgery than those without a duplication (58% vs 34%; difference, 24%; 95% CI, 3%-44%; P = .02). Conclusions and Relevance In this cross-sectional study, results suggest that the genetic duplications on chromosomes 2, 4, and 10 were risk factors for exotropia as well as esotropia. These findings support the possibility that esotropia and exotropia have shared genetic risk factors. Whether esotropia or exotropia develops in the presence of these duplications may be influenced by other shared or independent genetic variants or by environmental factors.
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Affiliation(s)
- Mayra Martinez Sanchez
- Department of Ophthalmology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Wai-Man Chan
- Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Sarah E. MacKinnon
- Department of Ophthalmology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Brenda Barry
- Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - David G. Hunter
- Department of Ophthalmology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Elizabeth C. Engle
- Department of Ophthalmology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
- Howard Hughes Medical Institute, Chevy Chase, Maryland
| | - Mary C. Whitman
- Department of Ophthalmology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
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Chaomulige, Matsuo T, Sugimoto K, Miyaji M, Hosoya O, Ueda M, Kobayashi R, Horii T, Hatada I. Morphometric Analysis of the Eye by Magnetic Resonance Imaging in MGST2-Gene-Deficient Mice. Biomedicines 2024; 12:370. [PMID: 38397974 PMCID: PMC10887158 DOI: 10.3390/biomedicines12020370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 01/23/2024] [Accepted: 02/01/2024] [Indexed: 02/25/2024] Open
Abstract
Strabismus, a neuro-ophthalmological condition characterized by misalignment of the eyes, is a common ophthalmic disorder affecting both children and adults. In our previous study, we identified the microsomal glutathione S-transferase 2 (MGST2) gene as one of the potential candidates for comitant strabismus susceptibility in a Japanese population. The MGST2 gene belongs to the membrane-associated protein involved in the generation of pro-inflammatory mediators, and it is also found in the protection against oxidative stress by decreasing the reactivity of oxidized lipids. To look for the roles of the MGST2 gene in the development, eye alignment, and overall morphology of the eye as the possible background of strabismus, MGST2 gene knockout (KO) mice were generated by CRISPR/Cas9-mediated gene editing with guide RNAs targeting the MGST2 exon 2. The ocular morphology of the KO mice was analyzed through high-resolution images obtained by a magnetic resonance imaging (MRI) machine for small animals. The morphometric analyses showed that the height, width, and volume of the eyeballs in MGST2 KO homozygous mice were significantly greater than those of wild-type mice, indicating that the eyes of MGST2 KO homozygous mice were significantly enlarged. There were no significant differences in the axis length and axis angle. These morphological changes may potentially contribute to the development of a subgroup of strabismus.
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Affiliation(s)
- Chaomulige
- Graduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama 700-8558, Japan;
| | - Toshihiko Matsuo
- Graduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama 700-8558, Japan;
- Department of Ophthalmology, Okayama University Hospital, Okayama 700-8558, Japan
| | - Kohei Sugimoto
- Graduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama 700-8558, Japan;
| | - Mary Miyaji
- Department of Medical Neurobiology, Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama University, Okayama 700-8558, Japan; (M.M.); (O.H.)
| | - Osamu Hosoya
- Department of Medical Neurobiology, Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama University, Okayama 700-8558, Japan; (M.M.); (O.H.)
| | - Masashi Ueda
- Department of Biofunctional Imaging Analysis, Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama University, Okayama 700-8530, Japan;
| | - Ryosuke Kobayashi
- Biosignal Genome Resource Center, Institute for Molecular and Cellular Regulation, Gunma University, Maebashi 371-8512, Japan; (R.K.); (T.H.); (I.H.)
| | - Takuro Horii
- Biosignal Genome Resource Center, Institute for Molecular and Cellular Regulation, Gunma University, Maebashi 371-8512, Japan; (R.K.); (T.H.); (I.H.)
| | - Izuho Hatada
- Biosignal Genome Resource Center, Institute for Molecular and Cellular Regulation, Gunma University, Maebashi 371-8512, Japan; (R.K.); (T.H.); (I.H.)
- Viral Vector Core, Gunma University Initiative for Advanced Research (GIAR), Maebashi 371-8511, Japan
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Abstract
Strabismus, or misalignment of the eyes, is the most common ocular disorder in the pediatric population, affecting approximately 2%-4% of children. Strabismus leads to the disruption of binocular vision, amblyopia, social and occupational discrimination, and decreased quality of life. Although it has been recognized since ancient times that strabismus runs in families, its inheritance patterns are complex, and its precise genetic mechanisms have not yet been defined. Family, population, and twin studies all support a role of genetics in the development of strabismus. There are multiple forms of strabismus, and it is not known if they have shared genetic mechanisms or are distinct genetic disorders, which complicates studies of strabismus. Studies assuming that strabismus is a Mendelian disorder have found areas of linkage and candidate genes in particular families, but no definitive causal genes. Genome-wide association studies searching for common variation that contributes to strabismus risk have identified two risk loci and three copy number variants in white populations. Causative genes have been identified in congenital cranial dysinnervation disorders, syndromes in which eye movement is limited or paralyzed. The causative genes lead to either improper differentiation of cranial motor neurons or abnormal axon guidance. This article reviews the evidence for a genetic contribution to strabismus and the recent advances that have been made in the genetics of comitant strabismus, the most common form of strabismus.
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Affiliation(s)
- Mayra Martinez Sanchez
- Department of Ophthalmology, Boston Children’s Hospital, Boston, MA, United States
- Department of Ophthalmology, Harvard Medical School, Boston, MA, United States
| | - Mary C. Whitman
- Department of Ophthalmology, Boston Children’s Hospital, Boston, MA, United States
- Department of Ophthalmology, Harvard Medical School, Boston, MA, United States
- F.M. Kirby Neurobiology Center, Boston Children’s Hospital, Boston, MA, United States
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11
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Rahpeyma M, Sabermoghaddam A, Kiarudi MY, Aghabozorgi AS, Pasdar A. Role of Abelson Helper Integration Site 1, Nebulin, and Paired Box 3 Genes in the Development of Nonsyndromic Strabismus in a Series of Iranian Families: Sequence Analysis and Systematic Review of the Genetics of Nonsyndromic Strabismus. J Curr Ophthalmol 2023; 35:216-225. [PMID: 38681684 PMCID: PMC11047811 DOI: 10.4103/joco.joco_53_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Revised: 07/12/2023] [Accepted: 07/12/2023] [Indexed: 05/01/2024] Open
Abstract
Purpose To look for causative genetic mutations in a series of Iranian families with strabismus. In addition, we systematically reviewed all the published articles regarding the role of genetic variations in primary and nonsyndromic comitant strabismus. Methods Four families with a history of multiple cases of primary and nonsyndromic comitant strabismus were enrolled in this study. Polymerase chain reaction and Sanger sequencing of exons 23, 11, and 3 of the Abelson helper integration site 1 (AHI1), nebulin (NEB), and paired box 3 (PAX3) genes were performed, respectively. One offspring of a consanguineous marriage underwent whole-exome sequencing (WES) to look for possible causative variants. To conduct a systematic review, we thoroughly searched PubMed, Scopus, and ISI Web of Knowledge extracting relevant publications, released by April 2021. Results We examined four Iranian strabismus pedigrees with multiple affected offspring in different generations. Among these 17 participants, 10 family members had strabismus and 7 were healthy. Sanger sequencing did not reveal a causative mutation. Therefore, to further investigate, one affected offspring was chosen for WES. The WES study demonstrated two possible variants in MYO5B and DHODH genes. These genetic variants showed high allele frequency in our population and are thought to be polymorphisms in our series of Iranian families. Conclusions We demonstrated that mutations in AHI1, NEB, and PAX3 genes were not common in a series of Iranian patients with familial strabismus. Moreover, by performing WES, we revealed that two variants of uncertain significance as possible causative variants for strabismus are not related to this disease in our population.
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Affiliation(s)
- Maliheh Rahpeyma
- Department of Medical Genetics and Molecular Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | | | | | - Alireza Pasdar
- Department of Medical Genetics and Molecular Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
- Division of Applied Medicine, Medical School, University of Aberdeen, Foresterhill, Aberdeen, UK
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
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12
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Patasova K, Khawaja AP, Wojciechowski R, Mahroo OA, Falchi M, Rahi JS, Hammond CJ, Hysi PG. A genome-wide analysis of 340 318 participants identifies four novel loci associated with the age of first spectacle wear. Hum Mol Genet 2022; 31:3012-3019. [PMID: 35220419 PMCID: PMC9433727 DOI: 10.1093/hmg/ddac048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 02/14/2022] [Accepted: 02/24/2022] [Indexed: 11/24/2022] Open
Abstract
Refractive errors, particularly myopia, are the most common eye conditions, often leading to serious visual impairment. The age of onset is correlated with the severity of refractive error in adulthood observed in epidemiological and genetic studies and can be used as a proxy in refractive error genetic studies. To further elucidate genetic factors that influence refractive error, we analysed self-reported age of refractive error correction data from the UK Biobank European and perform genome-wide time-to-event analyses on the age of first spectacle wear (AFSW). Genome-wide proportional hazards ratio analyses were conducted in 340 318 European subjects. We subsequently assessed the similarities and differences in the genetic architectures of refractive error correction from different causes. All-cause AFSW was genetically strongly correlated (rg = -0.68) with spherical equivalent (the measured strength of spectacle lens required to correct the refractive error) and was used as a proxy for refractive error. Time-to-event analyses found genome-wide significant associations at 44 independent genomic loci, many of which (GJD2, LAMA2, etc.) were previously associated with refractive error. We also identified six novel regions associated with AFSW, the most significant of which was on chromosome 17q (P = 3.06 × 10-09 for rs55882072), replicating in an independent dataset. We found that genes associated with AFSW were significantly enriched for expression in central nervous system tissues and were involved in neurogenesis. This work demonstrates the merits of time-to-event study design in the genetic investigation of refractive error and contributes additional knowledge on its genetic risk factors in the general population.
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Affiliation(s)
- Karina Patasova
- Section of Ophthalmology, School of Life Course Sciences, King’s College London, London SE1 7EH, UK
- Department of Twin Research and Genetic Epidemiology, School of Life Course Sciences, King’s College London, London SE1 7EH, UK
| | - Anthony P Khawaja
- NIHR Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and the UCL Institute of Ophthalmology, London WC1E 6BT, UK
| | | | - Omar A Mahroo
- Section of Ophthalmology, School of Life Course Sciences, King’s College London, London SE1 7EH, UK
- Department of Twin Research and Genetic Epidemiology, School of Life Course Sciences, King’s College London, London SE1 7EH, UK
- NIHR Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and the UCL Institute of Ophthalmology, London WC1E 6BT, UK
- Department of Ophthalmology, St Thomas’ Hospital, Guy’s and St Thomas’ NHS Foundation Trust, London SE1 7EH, UK
| | - Mario Falchi
- Department of Twin Research and Genetic Epidemiology, School of Life Course Sciences, King’s College London, London SE1 7EH, UK
| | - Jugnoo S Rahi
- Institute of Ophthalmology, University College London, London WC1E 6BT, UK
- UCL Great Ormond Street Hospital Institute of Child Health, London WC1N 1EH, UK
- Ulverscroft Vision Research Group, University College London, London WC1N 1EH, UK
| | - Chris J Hammond
- Section of Ophthalmology, School of Life Course Sciences, King’s College London, London SE1 7EH, UK
- Department of Twin Research and Genetic Epidemiology, School of Life Course Sciences, King’s College London, London SE1 7EH, UK
| | - Pirro G Hysi
- Section of Ophthalmology, School of Life Course Sciences, King’s College London, London SE1 7EH, UK
- Department of Twin Research and Genetic Epidemiology, School of Life Course Sciences, King’s College London, London SE1 7EH, UK
- UCL Great Ormond Street Hospital Institute of Child Health, London WC1N 1EH, UK
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13
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Candidate Genes in Testing Strategies for Linkage Analysis and Bioinformatic Sorting of Whole Genome Sequencing Data in Three Small Japanese Families with Idiopathic Superior Oblique Muscle Palsy. Int J Mol Sci 2022; 23:ijms23158626. [PMID: 35955756 PMCID: PMC9369257 DOI: 10.3390/ijms23158626] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 07/24/2022] [Accepted: 07/31/2022] [Indexed: 02/01/2023] Open
Abstract
Idiopathic superior oblique muscle palsy is a major type of paralytic, non-comitant strabismus and presents vertical and cyclo-torsional deviation of one eye against the other eye, with a large vertical fusion range and abnormal head posture such as head tilt. Genetic background is considered to play a role in its development, as patients with idiopathic superior oblique muscle palsy have varying degrees of muscle hypoplasia and, rarely, the complete absence of the muscle, that is, aplasia. In this study, whole genome sequencing was performed, and single nucleotide variations and short insertions/deletions (SNVs/InDels) were annotated in two patients each in three small families (six patients in total) with idiopathic superior oblique muscle palsy, in addition to three normal individuals in one family. At first, linkage analysis was carried out in the three families and SNVs/InDels in chromosomal loci with negative LOD scores were excluded. Next, SNVs/InDels shared by the six patients, but not by the three normal individuals, were chosen. SNVs/InDels were further narrowed down by choosing low-frequency (<1%) or non-registered SNVs/InDels in four databases for the Japanese population, and then by choosing SNVs/InDels with functional influence, leading to one candidate gene, SSTR5-AS1 in chromosome 16. The six patients were heterozygous for 13-nucleotide deletion in SSTR5-AS1, except for one homozygous patient, while the three normal individuals were wild type. Targeted polymerase chain reaction (PCR) and direct sequencing of PCR products confirmed the 13-nucleotide deletion in SSTR5-AS1. In the face of newly-registered SSTR5-AS1 13-nucleotide deletion at a higher frequency in a latest released database for the Japanese population, the skipping of low-frequency and non-registration sorting still resulted in only 13 candidate genes including SSTR5-AS1 as common variants. The skipping of linkage analysis also led to the same set of 13 candidate genes. Different testing strategies that consisted of linkage analysis and simple unintentional bioinformatics could reach candidate genes in three small families with idiopathic superior oblique muscle palsy.
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14
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Commonly occurring genetic polymorphisms with a major impact on the risk of nonsyndromic strabismus: replication in a sample from Finland. J AAPOS 2022; 26:12.e1-12.e6. [PMID: 34856371 DOI: 10.1016/j.jaapos.2021.07.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 07/16/2021] [Accepted: 07/18/2021] [Indexed: 11/20/2022]
Abstract
PURPOSE To replicate associations between polymorphisms in the WRB and TSPAN10 genes and strabismus in an independent Finnish cohort and to calculate their population attributable risk. METHODS Polymorphisms in the WRB (rs2244352) and TSPAN10 (rs6420484) genes were investigated in individuals from the FinnGen study group who had one of three categories of strabismus, with clinical diagnoses of (1) "strabismus-all subtypes" (3,515 cases and 173,384 controls), (2) "convergent concomitant strabismus" (ICD-10 code H50.0; 737 cases and 170,976 controls), and (3) "divergent concomitant strabismus" (ICD-10 code H50.1; 1,059 cases and 170,976 controls). RESULTS The WRB polymorphism was associated with "all subtypes" of strabismus (OR = 1.08; P = 0.008) and divergent strabismus (OR = 1.11; P = 0.046) but not with convergent strabismus (P = 0.41). The WRB polymorphism had a population attributable risk of 3.4% for all strabismus subtypes and 4.7% for divergent strabismus. The TSPAN10 polymorphism was associated with all three strabismus phenotypes: "all subtypes" (OR = 1.08; P = 0.002), convergent strabismus (OR = 1.19; P = 0.001) and divergent strabismus (OR = 1.20; P =7.21E-05). The population attributable risk for the TSPAN10 polymorphism was 6.0% for any strabismus, 13.3% for convergent strabismus, and 13.9% for divergent strabismus. CONCLUSIONS Genetic association with strabismus was replicated in a Finnish cohort for two common polymorphisms. Under the assumption that these polymorphisms are independent of other risk factors, they are responsible for up to 20% of isolated cases of strabismus in Finland, similar to estimates in other European populations.
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15
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Becic A, Leifeld J, Shaukat J, Hollmann M. Tetraspanins as Potential Modulators of Glutamatergic Synaptic Function. Front Mol Neurosci 2022; 14:801882. [PMID: 35046772 PMCID: PMC8761850 DOI: 10.3389/fnmol.2021.801882] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 12/07/2021] [Indexed: 12/16/2022] Open
Abstract
Tetraspanins (Tspans) comprise a membrane protein family structurally defined by four transmembrane domains and intracellular N and C termini that is found in almost all cell types and tissues of eukaryotes. Moreover, they are involved in a bewildering multitude of diverse biological processes such as cell adhesion, motility, protein trafficking, signaling, proliferation, and regulation of the immune system. Beside their physiological roles, they are linked to many pathophysiological phenomena, including tumor progression regulation, HIV-1 replication, diabetes, and hepatitis. Tetraspanins are involved in the formation of extensive protein networks, through interactions not only with themselves but also with numerous other specific proteins, including regulatory proteins in the central nervous system (CNS). Interestingly, recent studies showed that Tspan7 impacts dendritic spine formation, glutamatergic synaptic transmission and plasticity, and that Tspan6 is correlated with epilepsy and intellectual disability (formerly known as mental retardation), highlighting the importance of particular tetraspanins and their involvement in critical processes in the CNS. In this review, we summarize the current knowledge of tetraspanin functions in the brain, with a particular focus on their impact on glutamatergic neurotransmission. In addition, we compare available resolved structures of tetraspanin family members to those of auxiliary proteins of glutamate receptors that are known for their modulatory effects.
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16
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Wang Y, Chen X, Jiang T, Gu Y, Zhang X, Yuan W, Zhao A, Li R, Wang Z, Hu Z, Liu H. Expanding the phenotypic spectrum of mutations in LRP2: a novel candidate gene of non-syndromic familial comitant strabismus. J Transl Med 2021; 19:495. [PMID: 34872573 PMCID: PMC8647414 DOI: 10.1186/s12967-021-03155-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 11/19/2021] [Indexed: 11/29/2022] Open
Abstract
Background Comitant strabismus (CS) is a heterogeneous disorder that is a major contributing factor to unilateral childhood-onset visual impairment. Studies have confirmed that genetic factors play an important role in the development of CS. The aim of this study was to identify the genetic cause of non-syndromic familial CS. Methods Fourteen unrelated CS families were recruited for the study. Twelve affected and 2 unaffected individuals from a large four-generation family (CS08) were selected to perform whole genome-wide linkage analysis. Parallel whole-exome sequencing (WES) was conducted in the same family (9 patients and 1 unaffected member) and 31 additional CS cases from 13 other unrelated families. Sanger sequencing was used to determine whether any of the remaining variants co-segregated with the disease phenotype in the corresponding family. Results Based on linkage analysis, CS in family CS08 mapped to a novel region of 34.17 centimorgan (cM) on chromosome 2q22.3-2q32.1 between markers D2S151 and D2S364, with a maximum log odds (LOD) score of 3.54 (theta = 0) at D2S142. Parallel WES identified a heterozygous variant, LRP2 c.335 A > G (p.Q112R), located in such a linkage interval that completely co-segregated with the disease in the family. Furthermore, another novel heterozygous variant (c.7274A > G, p.D2425G) in LRP2 that co-segregated was detected in 2 additional affected individuals from another unrelated family by WES. Both variants are predicted to be damaging by PolyPhen-2, SIFT and MutationTaster, and were absent in 100 ethnically matched normal controls. Conclusion LRP2 is a novel candidate genetic cause of non-syndromic familial CS. Supplementary Information The online version contains supplementary material available at 10.1186/s12967-021-03155-z.
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Affiliation(s)
- Yue Wang
- Department of Ophthalmology, The First Affiliated Hospital With Nanjing Medical University, 300 Guangzhou Rd, Nanjing, 210029, China.,Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China.,State Key Laboratory of Reproductive Medicine, Nanjing Medical University, 101 Longmian Rd, NanjingNanjing, 211166, China
| | - Xuejuan Chen
- Department of Ophthalmology, The First Affiliated Hospital With Nanjing Medical University, 300 Guangzhou Rd, Nanjing, 210029, China.,Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China.,State Key Laboratory of Reproductive Medicine, Nanjing Medical University, 101 Longmian Rd, NanjingNanjing, 211166, China
| | - Tao Jiang
- Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China.,State Key Laboratory of Reproductive Medicine, Nanjing Medical University, 101 Longmian Rd, NanjingNanjing, 211166, China
| | - Yayun Gu
- Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China.,State Key Laboratory of Reproductive Medicine, Nanjing Medical University, 101 Longmian Rd, NanjingNanjing, 211166, China
| | - Xiaohan Zhang
- Department of Ophthalmology, Wuxi Children's Hospital, Wuxi, China
| | - Wenwen Yuan
- Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Andi Zhao
- Department of Ophthalmology, The First Affiliated Hospital With Nanjing Medical University, 300 Guangzhou Rd, Nanjing, 210029, China
| | - Rui Li
- Department of Ophthalmology, The First Affiliated Hospital With Nanjing Medical University, 300 Guangzhou Rd, Nanjing, 210029, China
| | - Zijin Wang
- Department of Ophthalmology, The First Affiliated Hospital With Nanjing Medical University, 300 Guangzhou Rd, Nanjing, 210029, China
| | - Zhibin Hu
- Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China. .,State Key Laboratory of Reproductive Medicine, Nanjing Medical University, 101 Longmian Rd, NanjingNanjing, 211166, China.
| | - Hu Liu
- Department of Ophthalmology, The First Affiliated Hospital With Nanjing Medical University, 300 Guangzhou Rd, Nanjing, 210029, China.
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17
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Kaye RA, Patasova K, Patel PJ, Hysi P, Lotery AJ. Macular thickness varies with age-related macular degeneration genetic risk variants in the UK Biobank cohort. Sci Rep 2021; 11:23255. [PMID: 34853365 PMCID: PMC8636487 DOI: 10.1038/s41598-021-02631-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 11/16/2021] [Indexed: 11/21/2022] Open
Abstract
To evaluate the influence AMD risk genomic variants have on macular thickness in the normal population. UK Biobank participants with no significant ocular history were included using the UK Biobank Resource (project 2112). Spectral-domain optical coherence tomography (SD-OCT) images were taken and segmented to define retinal layers. The influence of AMD risk single-nucleotide polymorphisms (SNP) on retinal layer thickness was analysed. AMD risk associated SNPs were strongly associated with outer-retinal layer thickness. The inner-segment outer segment (ISOS)-retinal pigment epithelium (RPE) thickness measurement, representing photoreceptor outer segments was most significantly associated with the cumulative polygenic risk score, composed of 33 AMD-associated variants, resulting in a decreased thickness (p = 1.37 × 10-67). Gene-gene interactions involving the NPLOC4-TSPAN10 SNP rs6565597 were associated with significant changes in outer retinal thickness. Thickness of outer retinal layers is highly associated with the presence of risk AMD SNPs. Specifically, the ISOS-RPE measurement. Changes to ISOS-RPE thickness are seen in clinically normal individuals with AMD risk SNPs suggesting structural changes occur at the macula prior to the onset of disease symptoms or overt clinical signs.
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Affiliation(s)
- Rebecca A Kaye
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Karina Patasova
- Department of Twin Research and Genetic Epidemiology, King's College London School of Medicine, London, UK
| | - Praveen J Patel
- UCL Institute of Ophthalmology, National Institute for Health Research Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
- Moorfields Eye Hospital, London, UK
| | - Pirro Hysi
- Department of Twin Research and Genetic Epidemiology, King's College London School of Medicine, London, UK
| | - Andrew J Lotery
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.
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18
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Candy TR, Cormack LK. Recent understanding of binocular vision in the natural environment with clinical implications. Prog Retin Eye Res 2021; 88:101014. [PMID: 34624515 PMCID: PMC8983798 DOI: 10.1016/j.preteyeres.2021.101014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 09/26/2021] [Accepted: 09/29/2021] [Indexed: 10/20/2022]
Abstract
Technological advances in recent decades have allowed us to measure both the information available to the visual system in the natural environment and the rich array of behaviors that the visual system supports. This review highlights the tasks undertaken by the binocular visual system in particular and how, for much of human activity, these tasks differ from those considered when an observer fixates a static target on the midline. The everyday motor and perceptual challenges involved in generating a stable, useful binocular percept of the environment are discussed, together with how these challenges are but minimally addressed by much of current clinical interpretation of binocular function. The implications for new technology, such as virtual reality, are also highlighted in terms of clinical and basic research application.
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Affiliation(s)
- T Rowan Candy
- School of Optometry, Programs in Vision Science, Neuroscience and Cognitive Science, Indiana University, 800 East Atwater Avenue, Bloomington, IN, 47405, USA.
| | - Lawrence K Cormack
- Department of Psychology, Institute for Neuroscience, and Center for Perceptual Systems, The University of Texas at Austin, Austin, TX, 78712, USA.
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19
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Shen T, Qiu X, Lin X, Lin J, Li X, Chen Q, Pan L, Wang Z, Shen H, Zhang Q, Yan J. Missense mutation in the PAX6 gene can cause a complex mild variable phenotype predominated by concomitant strabismus. Ophthalmic Genet 2021; 43:88-96. [PMID: 34344282 DOI: 10.1080/13816810.2021.1961283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
PURPOSE We aimed to reveal the underlying genetic defect in a multigenerational Chinese family with autosomal dominant concomitant strabismus complicated by multiple ocular developmental abnormalities. METHODS Comprehensive ophthalmic examinations were performed in 14 patients and 24 healthy family members. Whole exome sequencing was performed, and Sanger sequencing was used to confirm the probable mutation in all the family members. RESULTS Concomitant strabismus was the predominant phenotype in the affected family members, although the patients also exhibited variable phenotypes, including nystagmus, mild iris abnormalities, myopia, cataract, and coloboma. An R208W mutation in PAX6 was identified as the pathogenic mutation in the affected family members. CONCLUSIONS We recommend considering PAX6 as a candidate gene in the diagnostic screen for familial concomitant strabismus in order to avoid missed diagnosis of the mild ocular abnormalities. Careful examinations of mild ocular phenotypes are necessary for an accurate diagnosis of varied ocular abnormalities in the families with the PAX6 mutation, and proper diagnosis can facilitate genetic and clinical counseling for affected patients.
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Affiliation(s)
- Tao Shen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Xuan Qiu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Xiaoming Lin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Jing Lin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Xiuling Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Qiwen Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Liuqing Pan
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Zhonghao Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Huangxuan Shen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Qingjiong Zhang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Jianhua Yan
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
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20
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Choquet H, Melles RB, Anand D, Yin J, Cuellar-Partida G, Wang W, Hoffmann TJ, Nair KS, Hysi PG, Lachke SA, Jorgenson E. A large multiethnic GWAS meta-analysis of cataract identifies new risk loci and sex-specific effects. Nat Commun 2021; 12:3595. [PMID: 34127677 PMCID: PMC8203611 DOI: 10.1038/s41467-021-23873-8] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 05/17/2021] [Indexed: 01/16/2023] Open
Abstract
Cataract is the leading cause of blindness among the elderly worldwide and cataract surgery is one of the most common operations performed in the United States. As the genetic etiology of cataract formation remains unclear, we conducted a multiethnic genome-wide association meta-analysis, combining results from the GERA and UK Biobank cohorts, and tested for replication in the 23andMe research cohort. We report 54 genome-wide significant loci, 37 of which were novel. Sex-stratified analyses identified CASP7 as an additional novel locus specific to women. We show that genes within or near 80% of the cataract-associated loci are significantly expressed and/or enriched-expressed in the mouse lens across various spatiotemporal stages as per iSyTE analysis. Furthermore, iSyTE shows 32 candidate genes in the associated loci have altered gene expression in 9 different gene perturbation mouse models of lens defects/cataract, suggesting their relevance to lens biology. Our work provides further insight into the complex genetic architecture of cataract susceptibility.
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Affiliation(s)
- Hélène Choquet
- Kaiser Permanente Northern California (KPNC), Division of Research, Oakland, CA, USA.
| | | | - Deepti Anand
- Department of Biological Sciences, University of Delaware, Newark, DE, USA
| | - Jie Yin
- Kaiser Permanente Northern California (KPNC), Division of Research, Oakland, CA, USA
| | | | | | | | - Thomas J Hoffmann
- Institute for Human Genetics, UCSF, San Francisco, CA, USA.,Department of Epidemiology and Biostatistics, UCSF, San Francisco, CA, USA
| | - K Saidas Nair
- Departments of Ophthalmology and Anatomy, School of Medicine, UCSF, San Francisco, CA, USA
| | - Pirro G Hysi
- King's College London, Section of Ophthalmology, School of Life Course Sciences, London, UK.,King's College London, Department of Twin Research and Genetic Epidemiology, London, UK.,University College London, Great Ormond Street Hospital Institute of Child Health, London, UK
| | - Salil A Lachke
- Department of Biological Sciences, University of Delaware, Newark, DE, USA.,Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, USA
| | - Eric Jorgenson
- Kaiser Permanente Northern California (KPNC), Division of Research, Oakland, CA, USA
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21
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Zhao BW, Fu J, Wang JH, Bai HX, Liu PP, Guo YN, Zhang RH, Su H. Quality of life in adult intermittent exotropia and the risk factors. Int J Ophthalmol 2021; 14:442-447. [PMID: 33747823 DOI: 10.18240/ijo.2021.03.18] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2019] [Accepted: 07/01/2020] [Indexed: 11/23/2022] Open
Abstract
AIM To study the quality of life of adult patients with intermittent exotropia (IXT) in China and analyze the factors affecting the quality of life in IXT patients. METHODS Totally 109 cases of normal eye (control group), 77 cases of IXT (IXT group) and 115 cases of strabismus control group (except IXT) were collected. The quality of life of the patients was assessed by Chinese version of adult strabismus patient's quality of life scale (CAS-20). The differences of general characteristics, visual function and quality of life were analyzed, and the effects of individual factors and visual function on quality of life of patients with IXT were analyzed. RESULTS The IXT group had a high proportion of patients with family history, low proportion of patients with amblyopia compared with strabismus control group. The proportion with normal near and far stereopsis of IXT group were lower than that of normal control group. The best corrected visual acuity of IXT group was higher than that of strabismus control group, but lower than the control group. In addition, the median strabismus degree in IXT group was higher than that in other strabismus control group. The median psychosocial scores and median visual function scores of the IXT group was lower than that of the normal control group, but not different from strabismus control group. Occupation status, course of disease, far stereopsis and near stereopsis significantly affected the quality of life in IXT patients. CONCLUSION Adult IXT patients in China have a certain proportion of family history and lower quality of life, The main factors affecting the quality of life of IXT patients is stereopsis, course of disease and occupation status.
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Affiliation(s)
- Bo-Wen Zhao
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University; Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing 100730, China
| | - Jing Fu
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University; Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing 100730, China
| | - Jing-Hui Wang
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University; Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing 100730, China
| | - Hai-Xia Bai
- Eye Center, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310009, Zhejiang Province, China
| | - Pei-Pei Liu
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University; Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing 100730, China
| | - Ya-Nan Guo
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University; Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing 100730, China
| | - Rong-Han Zhang
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University; Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing 100730, China
| | - Han Su
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University; Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing 100730, China
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22
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Identification of Possible Risk Variants of Familial Strabismus Using Exome Sequencing Analysis. Genes (Basel) 2021; 12:genes12010075. [PMID: 33435129 PMCID: PMC7827096 DOI: 10.3390/genes12010075] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 12/31/2020] [Accepted: 01/06/2021] [Indexed: 11/16/2022] Open
Abstract
PURPOSE To investigate candidate genes associated with familial strabismus and propose a theory of their interaction in familial strabismus associated with early neurodevelopment. METHODS Eighteen families, including 53 patients diagnosed with strabismus and 34 unaffected family members, were analyzed. All patients with strabismus and available unaffected family members were evaluated using whole exome sequencing. The primary outcome was to identify rare occurring variants among affected individuals and investigate the evidence of their genetic heterogeneity. These results were compared with exome sequencing analysis to build a comprehensive genetic profile of the study families. RESULTS We observed 60 variants from 58 genes in 53 patients diagnosed with strabismus. We prioritized the most credible risk variants, which showed clear segregation in family members affected by strabismus. As a result, we found risk variants in four genes (FAT3, KCNH2, CELSR1, and TTYH1) in five families, suggesting their role in development of familial strabismus. In other families, there were several rare genetic variants in affected cases, but we did not find clear segregation pattern across family members. CONCLUSION Genomic sequencing holds great promise in elucidating the genetic causes of strabismus; further research with larger cohorts or other related approaches are warranted.
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23
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Whitman MC, Di Gioia SA, Chan WM, Gelber A, Pratt BM, Bell JL, Collins TE, Knowles JA, Armoskus C, Pato M, Pato C, Shaaban S, Staffieri S, MacKinnon S, Maconachie GDE, Elder JE, Traboulsi EI, Gottlob I, Mackey DA, Hunter DG, Engle EC. Recurrent Rare Copy Number Variants Increase Risk for Esotropia. Invest Ophthalmol Vis Sci 2021; 61:22. [PMID: 32780866 PMCID: PMC7443120 DOI: 10.1167/iovs.61.10.22] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Purpose To determine whether rare copy number variants (CNVs) increase risk for comitant esotropia. Methods CNVs were identified in 1614 Caucasian individuals with comitant esotropia and 3922 Caucasian controls from Illumina SNP genotyping using two Hidden Markov model (HMM) algorithms, PennCNV and QuantiSNP, which call CNVs based on logR ratio and B allele frequency. Deletions and duplications greater than 10 kb were included. Common CNVs were excluded. Association testing was performed with 1 million permutations in PLINK. Significant CNVs were confirmed with digital droplet polymerase chain reaction (ddPCR). Whole genome sequencing was performed to determine insertion location and breakpoints. Results Esotropia patients have similar rates and proportions of CNVs compared with controls but greater total length and average size of both deletions and duplications. Three recurrent rare duplications significantly (P = 1 × 10−6) increase the risk of esotropia: chromosome 2p11.2 (hg19, 2:87428677-87965359), spanning one long noncoding RNA (lncRNA) and two microRNAs (OR 14.16; 95% confidence interval [CI] 5.4–38.1); chromosome 4p15.2 (hg19, 4:25554332-25577184), spanning one lncRNA (OR 11.1; 95% CI 4.6–25.2); chromosome 10q11.22 (hg19, 10:47049547-47703870) spanning seven protein-coding genes, one lncRNA, and four pseudogenes (OR 8.96; 95% CI 5.4–14.9). Overall, 114 cases (7%) and only 28 controls (0.7%) had one of the three rare duplications. No case nor control had more than one of these three duplications. Conclusions Rare CNVs are a source of genetic variation that contribute to the genetic risk for comitant esotropia, which is likely polygenic. Future research into the functional consequences of these recurrent duplications may shed light on the pathophysiology of esotropia.
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Affiliation(s)
- Mary C Whitman
- Department of Ophthalmology, Boston Children's Hospital, Boston, Massachusetts, United States.,Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, United States.,F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, Massachusetts, United States
| | - Silvio Alessandro Di Gioia
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, Massachusetts, United States.,Department of Neurology, Boston Children's Hospital, Boston, Massachusetts, United States
| | - Wai-Man Chan
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, Massachusetts, United States.,Department of Neurology, Boston Children's Hospital, Boston, Massachusetts, United States
| | - Alon Gelber
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, Massachusetts, United States.,Department of Neurology, Boston Children's Hospital, Boston, Massachusetts, United States
| | - Brandon M Pratt
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, Massachusetts, United States.,Department of Neurology, Boston Children's Hospital, Boston, Massachusetts, United States
| | - Jessica L Bell
- Department of Ophthalmology, Boston Children's Hospital, Boston, Massachusetts, United States.,F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, Massachusetts, United States
| | - Thomas E Collins
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, Massachusetts, United States.,Department of Neurology, Boston Children's Hospital, Boston, Massachusetts, United States
| | - James A Knowles
- Department of Cell Biology, SUNY Downstate Health Sciences University, Brooklyn, New York, United States
| | - Christopher Armoskus
- Department of Cell Biology, SUNY Downstate Health Sciences University, Brooklyn, New York, United States
| | - Michele Pato
- Institute for Genomic Health, SUNY Downstate Medical Center, Brooklyn, New York, United States
| | - Carlos Pato
- Institute for Genomic Health, SUNY Downstate Medical Center, Brooklyn, New York, United States
| | - Sherin Shaaban
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, Massachusetts, United States.,Department of Neurology, Boston Children's Hospital, Boston, Massachusetts, United States.,Present address: Department of Pathology and ARUP Laboratories, University of Utah School of Medicine, Salt Lake City, Utah, United States
| | - Sandra Staffieri
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Victoria, Australia
| | - Sarah MacKinnon
- Department of Ophthalmology, Boston Children's Hospital, Boston, Massachusetts, United States.,Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, United States
| | - Gail D E Maconachie
- Department of Neuroscience, Psychology and Behavior, The University of Leicester Ulverscroft Eye Unit, University of Leicester, Leicester, United Kingdom
| | - James E Elder
- Department of Ophthalmology, Royal Children's Hospital, University of Melbourne, Parkville, Victoria, Australia.,Department of Pediatrics, The University of Melbourne, Parkville, Victoria, Australia
| | - Elias I Traboulsi
- Department of Pediatric Ophthalmology and Strabismus, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio, United States
| | - Irene Gottlob
- Department of Neuroscience, Psychology and Behavior, The University of Leicester Ulverscroft Eye Unit, University of Leicester, Leicester, United Kingdom
| | - David A Mackey
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Australia.,Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia.,Centre for Eye Research Australia, University of Melbourne, Melbourne, Australia
| | - David G Hunter
- Department of Ophthalmology, Boston Children's Hospital, Boston, Massachusetts, United States.,Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, United States
| | - Elizabeth C Engle
- Department of Ophthalmology, Boston Children's Hospital, Boston, Massachusetts, United States.,Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, United States.,F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, Massachusetts, United States.,Department of Neurology, Boston Children's Hospital, Boston, Massachusetts, United States.,Department of Neurology, Harvard Medical School, Boston, Massachusetts, United States.,Howard Hughes Medical Institute, Chevy Chase, Maryland, United States
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24
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Pozarickij A, Williams C, Guggenheim JA. Non-additive (dominance) effects of genetic variants associated with refractive error and myopia. Mol Genet Genomics 2020; 295:843-853. [PMID: 32227305 PMCID: PMC7297706 DOI: 10.1007/s00438-020-01666-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 03/16/2020] [Indexed: 11/18/2022]
Abstract
Genome-wide association studies (GWAS) have revealed that the genetic contribution to certain complex diseases is well-described by Fisher's infinitesimal model in which a vast number of polymorphisms each confer a small effect. Under Fisher's model, variants have additive effects both across loci and within loci. However, the latter assumption is at odds with the common observation of dominant or recessive rare alleles responsible for monogenic disorders. Here, we searched for evidence of non-additive (dominant or recessive) effects for GWAS variants known to confer susceptibility to the highly heritable quantitative trait, refractive error. Of 146 GWAS variants examined in a discovery sample of 228,423 individuals whose refractive error phenotype was inferred from their age-of-onset of spectacle wear, only 8 had even nominal evidence (p < 0.05) of non-additive effects. In a replication sample of 73,577 individuals who underwent direct assessment of refractive error, 1 of these 8 variants had robust independent evidence of non-additive effects (rs7829127 within ZMAT4, p = 4.76E-05) while a further 2 had suggestive evidence (rs35337422 in RD3L, p = 7.21E-03 and rs12193446 in LAMA2, p = 2.57E-02). Accounting for non-additive effects had minimal impact on the accuracy of a polygenic risk score for refractive error (R2 = 6.04% vs. 6.01%). Our findings demonstrate that very few GWAS variants for refractive error show evidence of a departure from an additive mode of action and that accounting for non-additive risk variants offers little scope to improve the accuracy of polygenic risk scores for myopia.
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Affiliation(s)
- Alfred Pozarickij
- School of Optometry & Vision Sciences, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Cathy Williams
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Jeremy A Guggenheim
- School of Optometry & Vision Sciences, Cardiff University, Maindy Road, Cardiff, CF24 4HQ, UK.
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25
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Choquet H, Melles RB, Yin J, Hoffmann TJ, Thai KK, Kvale MN, Banda Y, Hardcastle AJ, Tuft SJ, Glymour MM, Schaefer C, Risch N, Nair KS, Hysi PG, Jorgenson E. A multiethnic genome-wide analysis of 44,039 individuals identifies 41 new loci associated with central corneal thickness. Commun Biol 2020; 3:301. [PMID: 32528159 PMCID: PMC7289804 DOI: 10.1038/s42003-020-1037-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 05/22/2020] [Indexed: 02/08/2023] Open
Abstract
Central corneal thickness (CCT) is one of the most heritable human traits, with broad-sense heritability estimates ranging between 0.68 to 0.95. Despite the high heritability and numerous previous association studies, only 8.5% of CCT variance is currently explained. Here, we report the results of a multiethnic meta-analysis of available genome-wide association studies in which we find association between CCT and 98 genomic loci, of which 41 are novel. Among these loci, 20 were significantly associated with keratoconus, and one (RAPSN rs3740685) was significantly associated with glaucoma after Bonferroni correction. Two-sample Mendelian randomization analysis suggests that thinner CCT does not causally increase the risk of primary open-angle glaucoma. This large CCT study explains up to 14.2% of CCT variance and increases substantially our understanding of the etiology of CCT variation. This may open new avenues of investigation into human ocular traits and their relationship to the risk of vision disorders.
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Affiliation(s)
- Hélène Choquet
- Kaiser Permanente Northern California (KPNC), Division of Research, Oakland, CA, 94612, USA.
| | - Ronald B Melles
- KPNC, Department of Ophthalmology, Redwood City, CA, 94063, USA
| | - Jie Yin
- Kaiser Permanente Northern California (KPNC), Division of Research, Oakland, CA, 94612, USA
| | - Thomas J Hoffmann
- Institute for Human Genetics, University of California San Francisco (UCSF), San Francisco, CA, 94143, USA
- Department of Epidemiology and Biostatistics, UCSF, San Francisco, CA, 94158, USA
| | - Khanh K Thai
- Kaiser Permanente Northern California (KPNC), Division of Research, Oakland, CA, 94612, USA
| | - Mark N Kvale
- Institute for Human Genetics, University of California San Francisco (UCSF), San Francisco, CA, 94143, USA
| | - Yambazi Banda
- Institute for Human Genetics, University of California San Francisco (UCSF), San Francisco, CA, 94143, USA
| | - Alison J Hardcastle
- UCL Institute of Ophthalmology, University College London, London, UK
- National Institute of Health Research Biomedical Research Centre for Ophthalmology, and UCL Institute of Ophthalmology, London, UK
| | | | - M Maria Glymour
- Department of Epidemiology and Biostatistics, UCSF, San Francisco, CA, 94158, USA
| | - Catherine Schaefer
- Kaiser Permanente Northern California (KPNC), Division of Research, Oakland, CA, 94612, USA
| | - Neil Risch
- Kaiser Permanente Northern California (KPNC), Division of Research, Oakland, CA, 94612, USA
- Institute for Human Genetics, University of California San Francisco (UCSF), San Francisco, CA, 94143, USA
- Department of Epidemiology and Biostatistics, UCSF, San Francisco, CA, 94158, USA
| | - K Saidas Nair
- Departments of Ophthalmology and Anatomy, School of Medicine, UCSF, San Francisco, CA, 94143, USA
| | - Pirro G Hysi
- King's College London, Section of Ophthalmology, School of Life Course Sciences, London, UK
- King's College London, Department of Twin Research and Genetic Epidemiology, London, UK
- University College London, Great Ormond Street Hospital Institute of Child Health, London, UK
| | - Eric Jorgenson
- Kaiser Permanente Northern California (KPNC), Division of Research, Oakland, CA, 94612, USA.
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26
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Orozco LD, Chen HH, Cox C, Katschke KJ, Arceo R, Espiritu C, Caplazi P, Nghiem SS, Chen YJ, Modrusan Z, Dressen A, Goldstein LD, Clarke C, Bhangale T, Yaspan B, Jeanne M, Townsend MJ, van Lookeren Campagne M, Hackney JA. Integration of eQTL and a Single-Cell Atlas in the Human Eye Identifies Causal Genes for Age-Related Macular Degeneration. Cell Rep 2020; 30:1246-1259.e6. [PMID: 31995762 DOI: 10.1016/j.celrep.2019.12.082] [Citation(s) in RCA: 140] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 11/04/2019] [Accepted: 12/19/2019] [Indexed: 12/11/2022] Open
Abstract
Age-related macular degeneration (AMD) is a leading cause of vision loss. To better understand disease pathogenesis and identify causal genes in GWAS loci for AMD risk, we present a comprehensive database of human retina and retinal pigment epithelium (RPE). Our database comprises macular and non-macular RNA sequencing (RNA-seq) profiles from 129 donors, a genome-wide expression quantitative trait loci (eQTL) dataset that includes macula-specific retina and RPE/choroid, and single-nucleus RNA-seq (NucSeq) from human retina and RPE with subtype resolution from more than 100,000 cells. Using NucSeq, we find enriched expression of AMD candidate genes in RPE cells. We identify 15 putative causal genes for AMD on the basis of co-localization of genetic association signals for AMD risk and eye eQTL, including the genes TSPAN10 and TRPM1. These results demonstrate the value of our human eye database for elucidating genetic pathways and potential therapeutic targets for ocular diseases.
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Affiliation(s)
- Luz D Orozco
- Department of Bioinformatics and Computational Biology, Genentech, South San Francisco, CA 94080, USA
| | - Hsu-Hsin Chen
- Department of Biomarker Discovery OMNI, Genentech, South San Francisco, CA 94080, USA
| | - Christian Cox
- Department of Immunology Discovery, Genentech, South San Francisco, CA 94080, USA
| | - Kenneth J Katschke
- Department of Immunology Discovery, Genentech, South San Francisco, CA 94080, USA
| | - Rommel Arceo
- Department of Pathology, Genentech, South San Francisco, CA 94080, USA
| | - Carmina Espiritu
- Department of Pathology, Genentech, South San Francisco, CA 94080, USA
| | - Patrick Caplazi
- Department of Pathology, Genentech, South San Francisco, CA 94080, USA
| | | | - Ying-Jiun Chen
- Department of Molecular Biology, Genentech, South San Francisco, CA 94080, USA
| | - Zora Modrusan
- Department of Molecular Biology, Genentech, South San Francisco, CA 94080, USA
| | - Amy Dressen
- Department of Human Genetics, Genentech, South San Francisco, CA 94080, USA
| | - Leonard D Goldstein
- Department of Bioinformatics and Computational Biology, Genentech, South San Francisco, CA 94080, USA; Department of Molecular Biology, Genentech, South San Francisco, CA 94080, USA
| | - Christine Clarke
- Department of Bioinformatics and Computational Biology, Genentech, South San Francisco, CA 94080, USA
| | - Tushar Bhangale
- Department of Human Genetics, Genentech, South San Francisco, CA 94080, USA
| | - Brian Yaspan
- Department of Human Genetics, Genentech, South San Francisco, CA 94080, USA
| | - Marion Jeanne
- Department of Immunology Discovery, Genentech, South San Francisco, CA 94080, USA
| | - Michael J Townsend
- Department of Biomarker Discovery OMNI, Genentech, South San Francisco, CA 94080, USA.
| | | | - Jason A Hackney
- Department of Bioinformatics and Computational Biology, Genentech, South San Francisco, CA 94080, USA.
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27
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Novel eye genes systematically discovered through an integrated analysis of mouse transcriptomes and phenome. Comput Struct Biotechnol J 2019; 18:73-82. [PMID: 31934309 PMCID: PMC6951830 DOI: 10.1016/j.csbj.2019.12.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 12/04/2019] [Accepted: 12/14/2019] [Indexed: 01/23/2023] Open
Abstract
In the last few decades, reverse genetic and high throughput approaches have been frequently applied to the mouse (Mus musculus) to understand how genes function in tissues/organs and during development in a mammalian system. Despite these efforts, the associated phenotypes for the majority of mouse genes remained to be fully characterized. Here, we performed an integrated transcriptome-phenome analysis by identifying coexpressed gene modules based on tissue transcriptomes profiled with each of various platforms and functionally interpreting these modules using the mouse phenotypic data. Consequently, >15,000 mouse genes were linked with at least one of the 47 tissue functions that were examined. Specifically, our approach predicted >50 genes previously unknown to be involved in mice (Mus musculus) visual functions. Fifteen genes were selected for further analysis based on their potential biomedical relevance and compatibility with further experimental validation. Gene-specific morpholinos were introduced into zebrafish (Danio rerio) to target their corresponding orthologs. Quantitative assessments of phenotypes of developing eyes confirmed predicted eye-related functions of 13 out of the 15 genes examined. These novel eye genes include: Adal, Ankrd33, Car14, Ccdc126, Dhx32, Dkk3, Fam169a, Grifin, Kcnj14, Lrit2, Ppef2, Ppm1n, and Wdr17. The results highlighted the potential for this phenome-based approach to assist the experimental design of mutating and phenotyping mouse genes that aims to fully reveal the functional landscape of mammalian genomes.
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