Publications by authors named "David A Mackey"

Strabismus is a common pediatric eye misalignment and has complex genetic and environmental causes. Previous genome-wide association studies (GWAS) encountered difficulties in identifying strabismus risk variants due to heterogeneity and small samples. We performed large meta-analyses of 11 European-ancestry GWAS (7 sources), analysing broad strabismus (20,464 cases, 954,921 controls) and subtypes (esotropia/exotropia).

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Polygenic scores (PGSs) for body mass index (BMI) may guide early prevention and targeted treatment of obesity. Using genetic data from up to 5.1 million people (4.

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Purpose: Normal-tension glaucoma (NTG) is a subtype of glaucoma characterized by optic nerve damage in the setting of normal intraocular pressure. Polygenic risk scores (PRSs) have shown potential to assist with risk prediction in glaucoma, but to date no comprehensive studies have evaluated the predictive ability of PRSs for NTG.

Methods: We utilized genome-wide association study (GWAS) summary data for NTG from a European cohort to estimate the variant weights and construct PRSs.

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Objective: A thin choroid is a recognized risk factor for myopia-associated complications and visual impairment in later life. This study aims to develop a clinical tool to identify individuals whose choroidal thickness varies from that expected for their age, sex and refraction, and who might therefore be at higher or lower risk of future myopic complications.

Design: Post-hoc patient-level meta-analysis SUBJECTS: Participants aged 6-30 years from four clinical studies: Myopia Outcome Study of Myopia in Children (MOSAIC), Treatment Optimization of Atropine Study (TOAST), Western Australia Atropine for the Treatment of Myopia study (WAATOM), Kidskin-Young Adult Myopia Study.

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Purpose: Age-related changes in glaucoma endophenotypes have been described thoroughly, yet, there are limited data on the normal age-related changes in young adults. This study profiles the 8-year longitudinal change in peripapillary retinal nerve fiber layer (pRNFL), intraocular pressure (IOP), and central corneal thickness (CCT) in young adults.

Methods: A community-based cohort of young adults from the Raine Study underwent eye examinations that included optical coherence tomography of the optic disc, tonometry, and pachymetry when they were 20 and 28 years old.

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Objective: Rare variants in the MYOC gene are associated with glaucoma risk, with p.Gln368Ter the most common pathogenic variant in Europeans. Genetics-based risk stratification may aid with early diagnosis for glaucoma but it is unclear how best to combine the p.

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Purpose: Pseudoexfoliation syndrome (PEX) is a known risk factor for glaucoma, but its individual clinical course ranges from no glaucoma to total blindness. This study investigated whether polygenic risk scores (PRSs) built from variants collectively associated with open-angle glaucoma, intraocular pressure (IOP), and vertical cup-to-disc ratio (VCDR) can stratify individuals with pseudoexfoliation for the risk of glaucoma development.

Design: Retrospective multicohort study of 2 glaucoma registries and 1 population-based cohort.

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With the increased availability of genetic testing and the addition of mitochondrial genetic variants on disease panels, accurate genetic counselling for individuals and families affected by, or at risk of, Leber hereditary optic neuropathy (LHON) is becoming increasingly relevant. Challenges in providing genetic counselling for LHON include its mitochondrial inheritance pattern, different haplogroups, incomplete penetrance and that it predominantly affects males. Accurate genetic counselling aims to avoid incorrect disease-risk assessment and delays in either diagnosis or implementation of psychosocial support.

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Aim: Leber hereditary optic neuropathy (LHON) predominantly manifests during adolescence or young adulthood, resulting in sudden and profound vision loss in individuals who previously had normal vision. This abrupt change significantly impacts daily life, necessitating emotional support, counseling and low-vision rehabilitative services to help affected individuals cope with the shock and adapt to their residual vision. The psychosocial burden of dealing with vision loss extends beyond the individuals directly affected by LHON, affecting matrilineal relatives who face the dual challenges of grieving for their loved one's vision loss and managing their own uncertainty about potential vision loss and its familial implications.

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Article Synopsis
  • Genetic information is becoming more integrated into eye care, especially for conditions like retinoblastoma that stem from single gene mutations, while most eye diseases involve multiple genetic variants and environmental influences.
  • The article introduces three genetic epidemiology methods for studying complex eye diseases: genome-wide association studies (GWAS), Polygenic Risk Scores (PRS), and Mendelian randomisation (MR).
  • GWAS identifies associations between traits and numerous genetic variants, PRS quantifies an individual's genetic risk based on GWAS findings, and MR examines potential causal relationships between traits using genetic variants as proxies.
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Importance: Early detection of glaucoma is essential to timely monitoring and treatment, and primary open-angle glaucoma risk can be assessed by measuring intraocular pressure (IOP) or optic nerve head vertical cup-disc ratio (VCDR). Polygenic risk scores (PRSs) could provide a link between genetic effects estimated from genome-wide association studies (GWASs) and clinical applications to provide estimates of an individual's genetic risk by combining many identified variants into a score.

Objective: To construct IOP and VCDR PRSs with clinically relevant predictive power.

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Article Synopsis
  • * A multi-ethnic meta-analysis revealed 22 risk loci linked to NTG, with 17 of these not previously identified, including significant new associations with BMP4 and TBKBP1.
  • * Findings suggest there’s a genetic overlap in risk factors between NTG and HTG, but NTG shows a generally lower risk effect, pointing to the potential for immunomodulatory treatments as neuroprotective options for glaucoma.
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  • This study aimed to create and validate a polygenic risk score (PRS) for keratoconus to improve how well we can identify people at higher risk for the condition, which can lead to serious vision problems after procedures like LASIK.
  • Researchers used multi-trait analysis and data from large biobanks to build and assess the PRS models' accuracy in predicting keratoconus risk.
  • The results showed that the new PRS models significantly improved the prediction of keratoconus risk, suggesting they could be useful in clinical settings to identify individuals at risk and potentially prevent complications after LASIK surgery.
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  • * Researchers developed a deep-learning algorithm using over 18,000 fundus images from 20 global databases to accurately screen for glaucoma, comparing its performance using various metrics like sensitivity, specificity, and accuracy.
  • * The best-performing model achieved excellent results, with an AUROC of 0.9920, indicating strong ability to differentiate between healthy and glaucomatous images, and also showed solid performance on an external validation dataset.
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Age-related cataracts is a highly prevalent eye disorder that results in the clouding of the crystalline lens and is one of the leading causes of visual impairment and blindness. The disease is influenced by multiple factors including genetics, prolonged exposure to ultraviolet radiation, and a history of diabetes. However, the extent to which each of these factors contributes to the development of cataracts remains unclear.

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Article Synopsis
  • Mitochondrial donation is now legally allowed in Australia to help prevent the passing of mitochondrial diseases from mothers to their children as part of a clinical trial.
  • A systematic literature review analyzed five cohort studies and 19 case reports on how mitochondrial disease affects pregnancy.
  • While many women with mitochondrial disease experience no negative health effects during pregnancy, there is a risk of serious complications, leading to proposed guidelines for preconception counseling and antenatal care.
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Purpose: Twin studies, in the background of lack of twin registry in India, are a challenge. We report the response rates in tracing a hospital birth register-based cohort of twins using mail and door to door survey, ocular parameters influencing refractive errors, and their heritability.

Methods: Twins born from 1991 to 1995 in a tertiary hospital in the Vellore District of South India from a database were traced by mail and home survey from March 2011 to September 2013.

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Prcis: As additional glaucoma genes are identified and classified, polygenic risk scores will be refined, facilitating early diagnosis and treatment. Ensuring genetic research is equitable to prevent glaucoma blindness worldwide is crucial.

Purpose: To review the progress in glaucoma genetics over the past 25 years, including the identification of genes with varying contributions to the disease and the development of polygenic risk scores.

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Purpose: Few studies have explored choroidal changes after cessation of myopia control. This study evaluated the choroidal thickness (ChT) and choroidal vascularity index (CVI) during and after discontinuing long-term low-concentration atropine eye drops use for myopia control.

Methods: Children with progressive myopia (6-16 years; n = 153) were randomized to receive 0.

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Article Synopsis
  • Optical coherence tomography (OCT) is used to analyze retinal layer thickness and has revealed decreased retinal nerve fiber layer and ganglion cell integrity in Parkinson's disease (PD) patients.
  • The study involved young adults undergoing OCT imaging, with genetic risk factors for PD assessed through polygenic risk scores and evaluations of changes in retinal thickness.
  • Results indicated a significant link between PD risk scores and macular retinal thickness changes, identifying 27 genes associated with both PD and retinal integrity, suggesting potential causal relationships.
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  • The study aimed to create and validate a deep learning algorithm to automatically assess the cup-to-disc ratio (CDR) from fundus images, as manual assessment can be less reliable and time-intensive.
  • A convolutional neural network (CNN) model was trained using over 181,000 fundus images from various databases, demonstrating high accuracy and precision in both image gradability and CDR estimation.
  • The algorithm showed promising validation results, achieving an accuracy of up to 99.20% in classification metrics and an impressive coefficient of determination of 0.8514 for CDR estimation, indicating its potential for improving glaucoma screening processes.
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This study explored the impact of short-term coronavirus disease 2019 (COVID-19) restrictions on the efficacy of atropine 0.01% eyedrops on myopia control in a multiethnic cohort of Australian children. In the Western Australia Atropine for the Treatment of Myopia study, 104 and 49 children were randomized to receive atropine 0.

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Article Synopsis
  • Deep learning models can learn complex features related to glaucoma, but require extensive data sets; this research focused on creating synthetic optic disc images using diverse data.
  • The study utilized 17,060 fundus images to train deep convolutional generative adversarial networks (DCGANs) and evaluated two different models for glaucoma detection: one using only synthetic images and another using a mix of synthetic and real images.
  • Results showed that while synthetic images were effective, models trained on a mixed dataset significantly improved performance, achieving a high area under the curve for glaucoma detection, emphasizing the importance of combining synthetic and real clinical data.
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