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Bennett C, Romano F, Vingopoulos F, Garcia M, Ding X, Bannerman A, Ploumi I, Ntentakis D, Stettler I, Overbey K, Baldwin G, Bejjani R, Garg I, Rodriguez J, Laìns I, Kim LA, Vavvas D, Husain D, Miller JW, Miller JB. Associations Between Contrast Sensitivity, Optical Coherence Tomography Features and Progression From Intermediate to Late Age-related Macular Degeneration. Am J Ophthalmol 2025; 271:175-187. [PMID: 39603315 DOI: 10.1016/j.ajo.2024.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 11/08/2024] [Accepted: 11/09/2024] [Indexed: 11/29/2024]
Abstract
PURPOSE Establishing associations between structure, function, and clinical outcomes in intermediate age-related macular degeneration (iAMD) remains an unmet need. This study aims to (1) cross-sectionally investigate the relationships between optical coherence tomography (OCT) biomarkers and quantitative contrast sensitivity function (qCSF)-measured contrast sensitivity (CS), and (2) longitudinally assess their relationship with progression from iAMD to late stages of the disease. DESIGN Cross-sectional and cohort study. METHODS Our study was conducted at Massachusetts Eye and Ear (Boston, MA, USA) and included eyes with (1) baseline diagnosis of iAMD, (2) same-day OCT and qCSF test, (3) visual acuity ≥20/200 Snellen, and (4) 24+ months of follow-up. qCSF metrics included the area under the logCSF curve, contrast acuity, and CS thresholds at 1- to 18-cycle-per-degree (cpd). Two independent graders reviewed macular OCT scans for various biomarkers, and outer nuclear layer (ONL) thickness and retinal pigment epithelium (RPE) volume were measured. Progression to wet AMD or geographic atrophy (GA) was confirmed using imaging studies. Generalized linear mixed-effects models assessed associations between qCSF and OCT biomarkers, while Cox regression models evaluated their association with progression to late AMD. RESULTS We included 205 iAMD eyes from 134 patients (age: 73 [69-78] years; 63% female). Higher RPE volume in the central subfield and a greater number of intraretinal hyperreflective foci were associated with reduced area under the logCSF curve, contrast acuity, and CS at 6 to 12 cpd (P < .05). ONL thinning in the inner ring and a greater number of intraretinal hyperreflective foci were associated with reduced CS at 1 and 3 cpd (P < .05). During follow-up, 35 eyes developed wet AMD (17%) and 53 progressed to GA (26%). subretinal drusenoid deposit, ONL thinning in the inner ring, and reduced CS at 1.5 cpd were associated with wet AMD (P < .05). Higher RPE volume in the inner ring, hyporeflective drusen cores, subretinal drusenoid deposit, higher HRF count, and reduced CS at 1 cpd were associated with GA (P < .05). CONCLUSIONS Our study reveals significant structure-function relationships between OCT biomarkers and qCSF-measured CS in iAMD. These findings highlight the impact of AMD alterations on CS function and offer valuable insights for patient stratification and prognostication in research and clinical settings.
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Affiliation(s)
- Cade Bennett
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Francesco Romano
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Filippos Vingopoulos
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.V. and L.A.K.), Byers Eye Institute, Stanford University School of Medicine, Palo Alto, California, USA
| | - Mauricio Garcia
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Xinyi Ding
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Augustine Bannerman
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Ioanna Ploumi
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Dimitrios Ntentakis
- Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Isabella Stettler
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Katherine Overbey
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Grace Baldwin
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Romy Bejjani
- Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Itika Garg
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Jocelyn Rodriguez
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Inês Laìns
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Leo A Kim
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA; Department of Ophthalmology (F.V. and L.A.K.), Byers Eye Institute, Stanford University School of Medicine, Palo Alto, California, USA
| | - Demetrios Vavvas
- Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Deeba Husain
- Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Joan W Miller
- Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - John B Miller
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA.
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Romano F, Lamanna F, Boon CJF, Siligato A, Kalra G, Agarwal A, Medori C, Bertelli M, Pellegrini M, Invernizzi A, Staurenghi G, Salvetti AP. Clinical, Genotypic, and Imaging Characterization of the Spectrum of ABCA4 Retinopathies. Ophthalmol Retina 2024; 8:509-519. [PMID: 37924945 DOI: 10.1016/j.oret.2023.10.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Revised: 10/18/2023] [Accepted: 10/24/2023] [Indexed: 11/06/2023]
Abstract
PURPOSE To investigate the clinical and genotypic differences in the spectrum of ABCA4-associated retinopathies (ABCA4Rs). DESIGN Observational, cross sectional case series. PARTICIPANTS Sixty-six patients (132 eyes) carrying biallelic ABCA4 variants. METHODS Patients underwent visual acuity measurement and multimodal imaging. Clinical records were reviewed for age at onset, presenting symptoms, genetic variants, and electroretinogram (ERG). Each eye was assigned to a phenotype based on age at onset, imaging and ERG: cone dystrophy-bull's-eye maculopathy (CD-BEM, 40 eyes), cone-rod dystrophy (CRD, 12 eyes), Stargardt disease (SD, 28 eyes), late-onset SD (LO-SD, 38 eyes), and fundus flavimaculatus (14 eyes). Images were analyzed for: peripapillary sparing, retinal pigment epithelium (RPE) atrophy (definitely decreased autofluorescence, DDAF), flecks patterns using autofluorescence; type of atrophy according to Classification of Atrophy Meeting reports, macular and choroidal thickness on OCT; and choriocapillaris flow deficits on OCT angiography. MAIN OUTCOME MEASURES Primary outcome was to report the demographic, genotypic, and imaging characteristics of the different ABCA4R phenotypes. Secondary objectives included the assessment of imaging biomarkers as outcome measures for clinical trials. RESULTS Age at onset was lower in CRD (12 ± 8 years) and higher in patients with LO-SD (59 ± 9 years) (all P < 0.01). Central vision loss was a common presenting symptom in CD-BEM and SD, whereas patients with LO-SD primarily complained of difficult dark adaptation. Missense variants were more frequent in CD-BEM, and splice site in CRD and LO-SD (P < 0.05). Peripapillary sparing was absent in 3 eyes with LO-SD (8%). Cone dystrophy-bull's-eye maculopathy eyes typically had complete outer retinal atrophy alterations (98%), whereas CRD and SD eyes showed both complete outer retinal atrophy and complete RPE and outer retinal atrophy (cRORA) (71%-100%). Patients with LO-SD had larger areas of DDAF (100% cRORA) and of choriocapillaris flow deficits (all P < 0.01). Repeatability of DDAF measurements was low for some phenotypes (CD-BEM and CRD) and atrophic areas <7.5 mm2. Resorbed flecks were significantly associated with CRD and LO-SD (P < 0.01). CONCLUSIONS This research provides a thorough evaluation of the spectrum of ABCA4R. Our findings suggest that certain phenotypes show preferential photoreceptor degeneration (e.g., CD-BEM), whereas others have substantial RPE and choriocapillaris alterations (e.g., LO-SD). We recommend that clinical trial end points take into consideration these imaging features to improve the interpretation of their results. FINANCIAL DISCLOSURE(S) Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Francesco Romano
- Eye Clinic, Department of Biomedical and Clinical Science, Luigi Sacco Hospital, University of Milan, Milan, Italy; Harvard Retinal Imaging Lab, Retina Service, Department of Ophthalmology, Massachusetts Eye and Ear, Boston, Massachusetts.
| | - Francesca Lamanna
- Eye Clinic, Department of Biomedical and Clinical Science, Luigi Sacco Hospital, University of Milan, Milan, Italy
| | - Camiel J F Boon
- Department of Ophthalmology, Leiden University Medical Center, Leiden, The Netherlands; Department of Ophthalmology, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Alessandro Siligato
- Eye Clinic, Department of Biomedical and Clinical Science, Luigi Sacco Hospital, University of Milan, Milan, Italy
| | - Gagan Kalra
- Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | | | | | | | - Marco Pellegrini
- Eye Clinic, Department of Biomedical and Clinical Science, Luigi Sacco Hospital, University of Milan, Milan, Italy
| | - Alessandro Invernizzi
- Eye Clinic, Department of Biomedical and Clinical Science, Luigi Sacco Hospital, University of Milan, Milan, Italy; Department of Ophthalmology, Save Sight Institute, University of Sydney, Sydney, Australia
| | - Giovanni Staurenghi
- Eye Clinic, Department of Biomedical and Clinical Science, Luigi Sacco Hospital, University of Milan, Milan, Italy
| | - Anna Paola Salvetti
- Eye Clinic, Department of Biomedical and Clinical Science, Luigi Sacco Hospital, University of Milan, Milan, Italy
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