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Citations to this article

A genotype-phenotype correlation matrix for ABCA4 disease based on long-term prognostic outcomes
Winston Lee, … , Stephen H. Tsang, Rando Allikmets
Winston Lee, … , Stephen H. Tsang, Rando Allikmets
Published December 7, 2021
Citation Information: JCI Insight. 2022;7(2):e156154. https://doi.org/10.1172/jci.insight.156154.
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Clinical Research and Public Health Genetics Ophthalmology

A genotype-phenotype correlation matrix for ABCA4 disease based on long-term prognostic outcomes

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Abstract

Background More than 1500 variants in the ATP-binding cassette, sub-family A, member 4 (ABCA4), locus underlie a heterogeneous spectrum of retinal disorders ranging from aggressive childhood-onset chorioretinopathy to milder late-onset macular disease. Genotype-phenotype correlation studies have been limited in clinical applicability as patient cohorts are typically small and seldom capture the full natural history of individual genotypes. To overcome these limitations, we constructed a genotype-phenotype correlation matrix that provides quantifiable probabilities of long-term disease outcomes associated with specific ABCA4 genotypes from a large, age-restricted patient cohort.Methods The study included 112 unrelated patients at least 50 years of age in whom 2 pathogenic variants were identified after sequencing of the ABCA4 locus. Clinical characterization was performed using the results of best corrected visual acuity, retinal imaging, and full-field electroretinogram testing.Results Four distinct prognostic groups were defined according to the spatial severity of disease features across the fundus. Recurring genotypes were observed in milder prognoses, including a newly defined class of rare hypomorphic alleles. PVS1 (predicted null) variants were enriched in the most severe prognoses; however, missense variants were present in a larger-than-expected fraction of these patients. Analysis of allele combinations and their respective prognostic severity showed that certain variants, such as p.(Gly1961Glu), and both rare and frequent hypomorphic alleles, were “clinically dominant” with respect to patient phenotypes irrespective of the allele in trans.Conclusion These results provide much-needed structure to the complex genetic and clinical landscape of ABCA4 disease and add a tool to the clinical repertoire to quantitatively assess individual genotype-specific prognoses in patients.FUNDING National Eye Institute, NIH, grants R01 EY028203, R01 EY028954, R01 EY029315, P30 19007 (Core Grant for Vision Research); the Foundation Fighting Blindness USA, grant no. PPA-1218-0751-COLU; and Research to Prevent Blindness.

Authors

Winston Lee, Jana Zernant, Pei-Yin Su, Takayuki Nagasaki, Stephen H. Tsang, Rando Allikmets

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Total citations by year

Year: 2025 2024 2023 2022 Total
Citations: 7 10 7 4 28
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Citations to this article (28)

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Wang Y, Wang P, Yi Z, Ouyang J, Jiang Y, Li S, Jia X, Xiao X, Hejtmancik JF, Sun W, Zhang Q
Investigative Ophthalmology & Visual Science 2025
Unravelling genotype-phenotype correlations in Stargardt disease using patient-derived retinal organoids
Watson A, Queen R, Ferrández-Peral L, Dorgau B, Collin J, Nelson A, Hussain R, Coxhead J, McCorkindale M, Atkinson R, Zerti D, Chichagova V, Conesa A, Armstrong L, Cremers FP, Lako M
Cell Death & Disease 2025
Multidimensional Functional Phenotyping Based on Photoreceptor-Directed Temporal Contrast Sensitivity Defects in Inherited Retinal Diseases
Huchzermeyer C, Stingl K, Kremers J
Investigative Ophthalmology & Visual Science 2025
Clinical manifestations of dual-gene variants involving ABCA4 in retinal dystrophies
Wolfram L, Merle DA, Kühlewein L, Reith M, Kempf M, Stingl K, Haack T, Mazzola P, Poths K, Weisschuh N, Wissinger B, Kohl S, Stingl K
BMC Ophthalmology 2025
Generation of a compound heterozygous ABCA4 rat model with pathological features of STGD1
Morival C, Croyal M, Remy S, Mortier E, Libeau L, Veziers J, Provost N, Demilly J, Mendes-Madeira A, Isiegas C, Tesson L, Anegon I, Adjali O, Cronin T
Human Molecular Genetics 2025
Quantification of Optical Coherence Tomography Features in >3500 Patients with Inherited Retinal Disease Reveals Novel Genotype-Phenotype Associations
Woof W, de Guimarães TA, Al-Khuzaei S, Varela MD, Shah M, Naik G, Sen S, Bagga P, Mendes B, Chan YW, Lin S, Ghoshal B, Liefers B, Fu DJ, Georgiou M, da Silva AS, Nguyen Q, Liu Y, Sumodhee D, Fujinami-Yokokawa Y, Patel PJ, Furman J, Moghul I, Moosajee M, Sallum J, De Silva SR, Lorenz B, Herrmann P, Holz FG, Fujinami K, Webster AR, Mahroo OA, Downes SM, Madhusuhan S, Balaskas K, Michaelides M, Pontikos N
medRxiv 2025
Stargardt’s Disease: Molecular Pathogenesis and Current Therapeutic Landscape
Dayma K, Rajanala K, Upadhyay A
International Journal of Molecular Sciences 2025
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Ibrahim M, Jaffal L, Assi A, Helou C, El Shamieh S
Heliyon 2024
Retinoid Synthesis Regulation by Retinal Cells in Health and Disease.
Andreazzoli M, Longoni B, Angeloni D, Demontis GC
Cells 2024
Functional Characterization of ABCA4 Missense Variants Aids Variant Interpretation and Phenotype Prediction in Patients With ABCA4-Retinal Dystrophies
Aslaksen S, Aukrust I, Molday L, Holtan JP, Jansson RW, Berland S, Rødahl E, Bredrup C, Bragadóttir R, Bratland E, Molday RS, Knappskog PM
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Late-Onset Slowly Progressing Cone/Macular Dystrophy in Patients With the Biallelic Hypomorphic Variant p.Arg1933Ter in RP1
Choi SW, Woo SJ, Kim M, Lee S, Joo K
Translational Vision Science & Technology 2024
Genotype–Phenotype Correlation Model for the Spectrum of TYR-Associated Albinism
Bjeloš M, Ćurić A, Bušić M, Rak B, Kuzmanović Elabjer B
Diagnostics 2024
Targeted long-read sequencing enriches disease-relevant genomic regions of interest to provide complete Mendelian disease diagnostics
Kenji Nakamichi, Jennifer Huey, Riccardo Sangermano, Emily M. Place, Kinga M Bujakowska, Molly Marra, Lesley A. Everett, Paul Yang, Jennifer R Chao, Russell N. Van Gelder, Debarshi Mustafi
JCI Insight 2024
A Retrospective Longitudinal Study of 460 Patients with ABCA4-Associated Retinal Disease
Fenner BJ, Whitmore SS, DeLuca AP, Andorf JL, Daggett HT, Luse MA, Haefeli LM, Riley JB, Critser DB, Wilkinson ME, Dumitrescu AV, Drack AV, Boyce TM, Russell JF, Binkley EM, Sohn EH, Russell SR, Boldt CH, Mullins RF, Tucker BA, Scheetz TE, Han IC, Stone EM
Ophthalmology 2024
Characterization of the Subclinical Perilesional Zone in the Macula of Early-Stage ABCA4 Disease
Zee A, Lee W, Su PY, Zernant J, Tsang SH, Allikmets R
medRxiv 2024
Cross-sectional Analysis of Outer Retinal Tubulation in Inherited Retinal Diseases: A Multicenter Study
Liu PK, Lee W, Su PY, Kim AH, Kang EY, Levi SR, Jenny LA, Lin PH, Chi YC, Wu PL, Wang EH, Chang YC, Liu L, Chen KJ, Hwang YS, Wu WC, Lai CC, Tsang SH, Allikmets R, Wang NK
American journal of ophthalmology 2024
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Cost-effective sequence analysis of 113 genes in 1,192 probands with retinitis pigmentosa and Leber congenital amaurosis
Panneman DM, Hitti-Malin RJ, Holtes LK, de Bruijn SE, Reurink J, Boonen EG, Khan MI, Ali M, Andréasson S, De Baere E, Banfi S, Bauwens M, Ben-Yosef T, Bocquet B, De Bruyne M, de la Cerda B, Coppieters F, Farinelli P, Guignard T, Inglehearn CF, Karali M, Kjellström U, Koenekoop R, de Koning B, Leroy BP, McKibbin M, Meunier I, Nikopoulos K, Nishiguchi KM, Poulter JA, Rivolta C, Rodríguez de la Rúa E, Saunders P, Simonelli F, Tatour Y, Testa F, Thiadens AA, Toomes C, Tracewska AM, Tran HV, Ushida H, Vaclavik V, Verhoeven VJ, van de Vorst M, Gilissen C, Hoischen A, Cremers FP, Roosing S
Frontiers in Cell and Developmental Biology 2023
Association Between Genotype and Phenotype Severity in ABCA4-Associated Retinopathy
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JAMA Ophthalmology 2023
Familial co-segregation and the emerging role of long-read sequencing to re-classify variants of uncertain significance in inherited retinal diseases.
Gupta P, Nakamichi K, Bonnell AC, Yanagihara R, Radulovich N, Hisama FM, Chao JR, Mustafi D
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ABCA4 Variant c.5714+5G>A in Trans With Null Alleles Results in Primary RPE Damage
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Natural-History of Visual Dysfunction in ABCA4-retinopathy and its Genetic Correlates
Pfau M, Huryn LA, Boyle MP, Cukras CA, Zein WM, Turriff A, Ullah E, Hufnagel RB, Jeffrey BG, Brooks BP
American Journal of Ophthalmology 2023
Targeted sequencing and in vitro splice assays shed light on ABCA4-associated retinopathies missing heritability
Corradi Z, Khan M, Hitti-Malin R, Mishra K, Whelan L, Cornelis SS, Hoyng CB, Kämpjärvi K, Klaver CC, Liskova P, Stöhr H, Weber BH, Banfi S, Farrar GJ, Sharon D, Zernant J, Allikmets R, Dhaenens CM, Cremers FP
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Longitudinal Analysis of a Resolving Foveomacular Vitelliform Lesion in ABCA4 Disease.
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Karali M, Testa F, Di Iorio V, Torella A, Zeuli R, Scarpato M, Romano F, Onore ME, Pizzo M, Melillo P, Brunetti-Pierri R, Passerini I, Pelo E, Cremers FP, Esposito G, Nigro V, Simonelli F, Banfi S
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