The DOI matches its Crossref record; 95 of the 95 references it cites were found in a registry or an index.
Cell Types of the Human Retina and Its Organoids at Single-Cell Resolution
Open accessPublished version of a preprint
Abstract
Human organoids recapitulating the cell-type diversity and function of their target organ are valuable for basic and translational research. We developed light-sensitive human retinal organoids with multiple nuclear and synaptic layers and functional synapses. We sequenced the RNA of 285,441 single cells from these organoids at seven developmental time points and from the periphery, fovea, pigment epithelium and choroid of light-responsive adult human retinas, and performed histochemistry. Cell types in organoids matured in vitro to a stable "developed" state at a rate similar to human retina development in vivo. Transcriptomes of organoid cell types converged toward the transcriptomes of adult peripheral retinal cell types. Expression of disease-associated genes was cell-type-specific in adult retina, and cell-type specificity was retained in organoids. We implicate unexpected cell types in diseases such as macular degeneration. This resource identifies cellular targets for studying disease mechanisms in organoids and for targeted repair in human retinas.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“ABCA4 is also present at extremely low levels in the retinal pigment epithelium (RPE) where it has been proposed to enhance endolysosomal function (2, 3).”
From Retinal gene therapy for Stargardt disease with dual AAV intein vectors is both safe and effective in large animal models (2025) · cites this paper as [2]
Experimental — accuracy not yet measuredIn the citing paper
“The physiological similarities between human and macaque retina (Cowan et al., 2019; Kling et al., 2020; Soto et al., 2020; Rodieck, 1998), including their responses to electrical stimulation (Madugula et al., 2022), suggest that the benefits of the present stimulation approach could translate from the ex vivo lab prototype with healthy macaque retina to an in vivo implant in the degenerated human”
From Precise control of neural activity using dynamically optimized electrical stimulation (2024) · cites this paper as Cowan et al., 2019
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Scikit-learn: Machine Learning in Python
Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Müller, A., Nothman, J., Louppe, G., et al. (2012) · arXiv · doi:10.48550/arxiv.1201.0490 · Cited by 71,016
Fiji: an open-source platform for biological-image analysis
Schindelin, J., Arganda-Carreras, I., Frise, E., Kaynig, V., Longair, M., Pietzsch, T., Preibisch, S., Rueden, C., Saalfeld, S., Schmid, B., et al. (2012) · Nature Methods · doi:10.1038/nmeth.2019 · Cited by 66,890
SciPy 1.0: fundamental algorithms for scientific computing in Python
Virtanen, P., Gommers, R., Oliphant, T. E., Haberland, M., Reddy, T., Cournapeau, D., Burovski, E., Peterson, P., Weckesser, W., Bright, J., et al. (2020) · Nature Methods · doi:10.1038/s41592-019-0686-2 · Cited by 38,430
Wickham, H., Averick, M., Bryan, J., Chang, W., McGowan, L., François, R., Grolemund, G., Hayes, A., Henry, L., Hester, J., et al. (2019) · Journal of Open Source Software · doi:10.21105/joss.01686 · Cited by 22,138
SciPy 1.0: fundamental algorithms for scientific computing in Python
Virtanen, P., Gommers, R., Oliphant, T. E., Haberland, M., Reddy, T., Cournapeau, D., Burovski, E., Peterson, P., Weckesser, W., Bright, J., et al. (2019) · Apollo - University of Cambridge Repository · doi:10.17863/cam.64134 · Cited by 10,460
The igraph software package for complex network research
Csárdi, G., & Nepusz, T. (2006) · Medical Entomology and Zoology · Cited by 10,078
The NumPy Array: A Structure for Efficient Numerical Computation
van der Walt, S., Colbert, S. C., & Varoquaux, G. (2011) · Computing in Science & Engineering · doi:10.1109/mcse.2011.37 · Cited by 9,381
SCANPY: large-scale single-cell gene expression data analysis
Wolf, F. A., Angerer, P., & Theis, F. J. (2018) · Genome Biology · doi:10.1186/s13059-017-1382-0 · Cited by 8,881
Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets.
Macosko, E. Z., Basu, A., Satija, R., Nemesh, J., Shekhar, K., Goldman, M., Tirosh, I., Bialas, A. R., Kamitaki, N., Martersteck, E. M., et al. (2015) · Cell · doi:10.1016/j.cell.2015.05.002 · Cited by 7,110
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
McInnes, L., Healy, J., & Melville, J. (2018) · arXiv · doi:10.48550/arxiv.1802.03426 · Cited by 7,101
Flagged first, then by citations
Cited by
Sorted by citations
Items 501–600 of 665
Lehtimäki, J. I., Lilue, J., Cruz, M. R., Rosario, M. D., Nerli, E., Henriques, R., & Norden, C. (2026) · Cell Reports · doi:10.1016/j.celrep.2026.116948 · Cited by 1
Engineering Human Retinal Organoids and Eye-on-a-Chip Models for Degenerative Eye Disease
Wang, J., Yang, Y., Hong, Z., Xing, Y., Gu, M., Sharma, T. P., Meyer, J. S., & Guo, F. (2026) · ACS Biomaterials Science & Engineering · doi:10.1021/acsbiomaterials.5c02202 · Cited by 1
Qian, X., Ge, R., Chu, Y., Kuang, T., Zhang, X., Bennewitz, K., Lou, B., Hao, W., Ast, V., Klinke, G., et al. (2026) · Nature Communications · doi:10.1038/s41467-026-71792-3 · Cited by 1
Functional development of photoreceptors in human retinal organoids
Zhang, Y., Du, M., Wang, Y.-H., Li, M., Jin, K., Pan, D., Zhang, X., & Jin, Z. (2026) · Stem Cell Research & Therapy · doi:10.1186/s13287-026-05027-z · Cited by 1
Human retinal organoids: from developmental biology to translational applications
Chen, Y., Zhang, L., Jiang, F., 付艳广, Yang, J., & Zhang, M. (2026) · Experimental Eye Research · doi:10.1016/j.exer.2026.111051 · Cited by 1
Choi, Y. H., & Leem, S. (2026) · Genes & Genomics · doi:10.1007/s13258-026-01778-4 · Cited by 1
Biomaterials for clinical therapy utilizing cells differentiated from human pluripotent stem cells
Higuchi, A., Wang, T., Kang, X., Tian, Z., Sung, T., & Umezawa, A. (2026) · Materials Today Advances · doi:10.1016/j.mtadv.2026.100860 · Cited by 1
Gu, X., Zhuang, A., Fan, J., Wen, X., Yang, L., Jia, R., Chai, P., & Fan, X. (2026) · Progress in Retinal and Eye Research · doi:10.1016/j.preteyeres.2026.101509 · Cited by 1
Approaching a connectome of the human foveal retina
Kim, Y. J., PACKER, O. S., Macrina, T., Pollreisz, A., Curcio, C. A., Lee, K., Kemnitz, N., Ih, D., Nguyen, T., Lu, R., et al. (2026) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2603286123 · Cited by 4
Quantitative Assessment of Fluorescent Reporter Expression in 3D Retinal Organoids
Vielle, A., Mathiyakom, N., Li, H., Howell, A. C., & Vergara, M. N. (2022) · Neuromethods · doi:10.1007/978-1-0716-2720-4_7 · Cited by 1
The Bovine Ex Vivo Retina: A Versatile Model for Retinal Neuroscience
Kralik, J., van Wyk, M., Leonardon, B., Schilardi, G., Schneider, S., & Kleinlogel, S. (2023) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.64.11.29 · Cited by 1
Application of Single-Cell Sequencing on Stem Cell Research
Paul, S., Umar, T. P., Paul, M. K., Tiwari, H., Shukla, M. K., Kandasami, L., Joliholi, A., Dey, D., Choudhary, D. K., Govarthanan, K., et al. (2023) · Springer eBooks · doi:10.1007/978-981-99-0846-2_43-1 · Cited by 1
Stem Cells Application in Eye Regeneration and Restoration of Vision
Mahla, R. S., Mukherjee, A. K., Amin, S., Jainarayanan, A., Anand, N. M., Nandakumar, A., & Prasad, A. D. (2023) · Springer eBooks · doi:10.1007/978-981-99-0846-2_65-1 · Cited by 1
Preparing Retinal Organoid Samples for Transmission Electron Microscopy
Liu, X., Rao, B., Lin, Q., Gao, M., & Zhang, J. (2024) · Journal of Visualized Experiments · doi:10.3791/66590 · Cited by 1
RNA Isolation from Human Stem Cell–Derived Retinal Organoids
Keuthan, C. J., & Zack, D. J. (2024) · Methods in molecular biology · doi:10.1007/978-1-0716-3918-4_1 · Cited by 2
Stem Cells Application in Eye Regeneration and Restoration of Vision
Mahla, R. S., Mukherjee, A. K., Amin, S., Jainarayanan, A., Anand, N. M., Nandakumar, A., & Prasad, A. D. (2024) · Springer eBooks · doi:10.1007/978-981-99-7119-0_65 · Cited by 1
Thomas, B., Nair, D. S. R., Gupta, A., Iseri, E., Shehi, A., Wei, T., Quach, L. T. P., Seiler, M., & Lazzi, G. (2024) · Frontiers in Neuroscience · doi:10.3389/fnins.2024.1438903 · Cited by 1
Response of Human Retinal Networks to Electrical Stimulation using 3D Intra-retinal Microelectrodes
Li, J., Ly, K., Wang, R., Italiano, M. L., Shivdasani, M. N., Tsai, D., Zhang, J., Lovell, N. H., Dokos, S., & Guo, T. (2024) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc53108.2024.10781729 · Cited by 1
Zabiegalov, O., Berger, A., Kamdar, D., Adamou, K., Tian, C., Mbefo, M. K., Quinodoz, M., Udry, F., Rivolta, C., Kostic, C., et al. (2025) · Cells · doi:10.3390/cells14040252 · Cited by 1
Kim, D. E., Kim, S., Kim, M.-J., Min, B., & Im, M. (2025) · Experimental Eye Research · doi:10.1016/j.exer.2025.110305 · Cited by 1
Sejtszintű képalkotás a retina in vivo vizsgálatában: jelen és jövő
Végh, A., Magda, D. P., Kilin, F., Csorba, A., Resch, M., Nagy, Z. Z., & Szabó, A. (2021) · Orvosi Hetilap · doi:10.1556/650.2021.32101 · Cited by 1
A Preview of Selected Articles—September 2021
Atkinson, S. P. (2021) · Stem Cells Translational Medicine · doi:10.1002/sctm.21-0253 · Cited by 1
Video, ergo sum: The search for response to natural light
Angueyra, J. M., & Li, W. (2022) · Cell stem cell · doi:10.1016/j.stem.2022.02.005 · Cited by 1
Modeling Schizophrenia In Vitro: Challenges and Insights on Studying Brain Cells
Brandão‐Teles, C., Zuccoli, G. S., Smith, B. J., Vieira, G. M., & Crunfli, F. (2022) · Advances in experimental medicine and biology · doi:10.1007/978-3-030-97182-3_3 · Cited by 1
Ratnapriya, R. (2022) · Journal of Translational Genetics and Genomics · doi:10.20517/jtgg.2021.54 · Cited by 1
Georges, A., Lavergne, A., Mandai, M., Lepiemme, F., Karim, L., Demeulenaere, L., Aguilar, D., Schyns, M., Dupont, S., Nguyen, L., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.03.02.972497 · Cited by 1
Spead, O., & Poulain, F. E. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.12.14.422653 · Cited by 1
Molecular profiling of retinal pigment epithelial cell differentiation for therapeutic usePreprint
Petrus-Reurer, S., Lederer, A. R., Baqué-Vidal, L., Douagi, I., Pannagel, B., Aronsson, M., Bartuma, H., Wagner, M., André, H., Sundström, E., et al. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.01.31.429014 · Cited by 1
Antisense oligonucleotide therapy for the common Stargardt disease type 1-causing variant in ABCA4Preprint
Kaltak, M., de Bruijn, P., Piccolo, D., Lee, S.-E., Dulla, K., Hoogenboezem, T., Beumer, W., Webster, A. R., Collin, R. W. J., Cheetham, M. E., et al. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.08.12.503728 · Cited by 1
Human pluripotent stem cells-derived inner ear organoids recapitulate otic development in vitroPreprint
Doda, D., Jimenez, S. A., Rehrauer, H., Carreño, J. F., Valsamides, V., Santo, S. D., Widmer, H. R., Edge, A. S. B., Locher, H., van der Valk, W. H., et al. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.04.11.536448 · Cited by 1
3D human retinal organoid model for the study of early diabetic retinopathyPreprint
de Lemos, L., Antas, P., Ferreira, I. S., Santos, I. P., Gomes, C. M., Brito, C., Seabra, M. C., & Tenreiro, S. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.09.04.556258 · Cited by 1
Tan, Q., Liu, H., Bian, B., & Liu, Y. (2023) · doi:10.21203/rs.3.rs-3365102/v1 · Cited by 1
A single-nucleus RNA sequencing atlas of the postnatal retina of the shark Scyliorhinus caniculaPreprint
Vidal-Vázquez, N., Hernández‐Núñez, I., Carballo-Pacoret, P., Salisbury, S. J., Villamayor, P. R., Hervas-Sotomayor, F., Yuan, X., Lamanna, F., Schneider, C., Schmidt, J., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.04.12.589211 · Cited by 1
Retinal Organoids: An Emerging Model to Study Human Retinal Development
Vergara, M. N., Jones, K., James, E., & Canto-Soler, M. V. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-13820-1.00138-9 · Cited by 1
Méjécase, C., Zhou, Y., Owen, N., Soro-Barrio, P., Cheloni, R., Nair, N., Sarkar, H., Toualbi, L., & Moosajee, M. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.12.11.627489 · Cited by 1
SOX2-VSX2 Co-Occupancy Shapes Retinal Neurogenesis Through Dynamic Chromatin RegulationPreprint
Bian, F., Golestaneh, K., Davis, E., Khan, A., Daghsni, M., Flohr, K., Liu, S., da Silva, S., Pennacchio, L. A., & Aldiri, I. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.05.19.654956 · Cited by 1
Oshima, Y., Hussey, K. A., Hagen, J. F. D., Smit‐McBride, Z., Moorthy, M. R., Matsubara, J. A., Flajnik, M. F., Johnston, R. J., & Vogel, B. E. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.10.10.681644 · Cited by 1
Wang, H., Zhang, X., Fang, S., Li, R., Deng, Z., Zhang, Y., Li, Y., & li, S. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.01.09.698573 · Cited by 1
Zhang, P., Zhang, S. H., Chang, Y.-Y., Li, S., Fan, L., Li, W., Duan, Y., Cheng, J., Keuthan, C. J., Berlinicke, C. A., et al. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.01.26.701896 · Cited by 1
Structural dynamics insights into principles underlying the fitness of new broadly potent AAVsPreprint
Johnson, M. E., Öztürk, B. E., Tugwell, T. H., Lambros, M., Janowitz, H. N., Flohr, K., Sedorovitz, M., Campello, L., Hartung, J., Hogle, B. C., et al. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.03.24.713814 · Cited by 1
Self-citationZhang, X., Mandric, I., Nguyen, K., Nguyen, T. T. T., Pellegrini, M. A., Grove, J. C. R., Barnes, S., & Yang, X.-J. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.10.27.358135
Nuzhat, N., Schil, K. V., Liakopoulos, S., Bauwens, M., Rey, A. D., Käseberg, S., Jäger, M., Willer, J. R., Winter, J., Truong, H. M., et al. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.11.23.469779
Optic nerve damage and neuroprotection of glaucoma
HuiFeng, R. O. N. G., & Jian, G. (2021) · Scientia Sinica Vitae · doi:10.1360/ssv-2021-0084
Benefits and Shortcomings of Laboratory Model Systems in the Development of Genetic Therapies
Bucher, K., Rodríguez‐Bocanegra, E., & Fischer, M. D. (2022) · Klinische Monatsblätter für Augenheilkunde · doi:10.1055/a-1757-9879
Optogenetik und Zellersatz in der Retinologie
Busskamp, V., & Kunze, S. (2022) · Die Ophthalmologie · doi:10.1007/s00347-022-01631-5
Liu, Y., Santiago, C. P., Sogunro, A., Konar, G. J., Hu, M., McNally, M. M., Lu, Y., Li, Z.-L., Agakishiev, D., Hadyniak, S. E., et al. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.05.12.491655
Age-Related Macular Degeneration and Diabetic Retinopathy
Westenskow, P. D., & Ebneter, A. (2022) · MDPI eBooks · doi:10.3390/books978-3-0365-4209-6
From retinal organoids to “retinal organ”
Xu, J. M., & Jin, Z. (2022) · Scientia Sinica Vitae · doi:10.1360/ssv-2021-0276
Kim, H. J., O’Hara-Wright, M., Kim, D. J., Loi, T. H., Lim, B. Y., Jamieson, R. V., Gonzalez-Cordero, A., & Yang, P. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.06.13.495996
Next-Generation-Sequencing in der Augenheilkunde
Wolf, J., Lange, C., Reinhard, T., & Schlunck, G. (2022) · Die Ophthalmologie · doi:10.1007/s00347-022-01765-6
Stem cells for treating retinal degeneration
Busskamp, V. (2022) · Journal of Perinatal Medicine · doi:10.1515/jpm-2022-0510
Stockwell, A., Chang, M., Mahajan, A., Forrest, W. F., Anegondi, N., Pendergrass, R., Selvaraj, S. K., Reeder, J., Wei, E., Iglesias, V., et al. (2023) · medRxiv · doi:10.1101/2023.01.23.23284446
Liu, W., Shrestha, R., Lowe, A., Zhang, X., & Spaeth, L. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.03.22.533827
Retinal cone photoreceptors from pluripotent stem cells for macular regeneration
Zhao, N., & Jin, Z. (2023) · Elsevier eBooks · doi:10.1016/b978-0-323-99987-8.00001-1
A Review on the Video Summarization and Glaucoma Detection
Correia, T., Cunha, A. M. T. D. S., & Coelho, P. J. (2023) · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-031-32029-3_14
Liu, W., Shrestha, R., Lowe, A., Zhang, X., & Spaeth, L. (2023) · eLife · doi:10.7554/elife.87306.1
D’haene, E., López-Soriano, V., Martínez‐García, P. M., Kalayanamontri, S., Rey, A. D., Sousa‐Ortega, A., Naranjo, S., de Sompele, S. V., Vantomme, L., Mahieu, Q., et al. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.06.20.543842
Liu, W., Shrestha, R., Lowe, A., Zhang, X., & Spaeth, L. (2023) · eLife · doi:10.7554/elife.87306.2
Zhang, K. K., Cai, W., Hu, L., & Chen, S. (2023) · Current Stem Cell Research & Therapy · doi:10.2174/011574888x255496230923164547
Use of Organoids in Cancer: A New Therapeutic and Research Approach
Tonon, S., Martinis, E., Secco, C. D., Tosoni, L., Tomadini, G., Vitale, G., Pucillo, C. E. M., & Frossi, B. (2022) · Springer eBooks · doi:10.1007/978-3-030-80962-1_285-1
Identification and characterization of human retinal stem cells capable of retinal regenerationPreprint
Su, J., Liu, H., Ma, Y., Gao, N., Zhou, Y., Li, G. L., Zhu, Q., Liu, X., Li, S., Deng, C., et al. (2023) · Research Square · doi:10.21203/rs.3.rs-3714208/v1
Rapid developmental changes in retinal organoids after brief exposure to extrinsic electrical fieldsPreprint
Thomas, B. B., Nair, D. S. R., Gupta, A., Iseri, E., Shehi, A., Wei, T., Quach, L. T. P., Seiler, M. J., & Lazzi, G. (2024) · Research Square · doi:10.21203/rs.3.rs-3875052/v1
Competent to Stand Trial—The Case for Temporal Control of Retinal Development
Shah, S. J., Medisetti, S., Fernandes, J. A. L., & Mattar, P. A. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-13820-1.00053-0 · Cited by 1
Retinal Lineages: One Cell at a Time
Craigen, E., Enright, J., & Clark, B. S. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-13820-1.00060-8
Yan, Y., Wei, Q., Yu, D., Gao, C., Yang, H., Diao, B., Song, Y., & Chen, X. (2024) · Research Square · doi:10.21203/rs.3.rs-4381697/v1
Acompanhamento do tratamento de retinopatia diabética associada a edema macular: um relato de caso
Penteado, G. R., Penteado, G. R., Silva, I. M. C., Castro, R. B., Koshita, L. H., Miura, I. Y. A., Gibur, J. R., Kato, B. R. P., Martins, I. P., & Penteado, G. (2024) · Brazilian Journal of Implantology and Health Sciences · doi:10.36557/2674-8169.2024v6n8p59-70
Application of Single-Cell Sequencing on Stem Cell Research
Paul, S., Umar, T. P., Paul, M. K., Tiwari, H., Shukla, M. K., Kandasami, L., Joliholi, A., Dey, D., Choudhary, D. K., Govarthanan, K., et al. (2024) · Springer eBooks · doi:10.1007/978-981-99-7119-0_43
Next-Generation-Sequencing in der Augenheilkunde
Wolf, J., Lange, C., Reinhard, T., & Schlunck, G. (2024) · Spektrum der Augenheilkunde · doi:10.1007/s00717-024-00580-5
Experimental Framework for Assessing Mouse Retinal Regeneration Through Single-Cell RNA-Sequencing
Hernández‐Núñez, I., & Clark, B. S. (2024) · Methods in molecular biology · doi:10.1007/978-1-0716-4087-6_8
Exonic splice variant discovery using in vitro models of inherited retinal disease
Mullin, N. K., Bohrer, L. R., Anfinson, K. R., Andorf, J. L., Mullins, R. F., Tucker, B. A., & Stone, E. M. (2024) · Human Genetics and Genomics Advances · doi:10.1016/j.xhgg.2024.100357
Weber, V. J., Reschigna, A., Gerhardt, M. J., Hinrichsmeyer, K. S., Otify, D. Y., Heigl, T., Blaser, F., Meneau, I., Biel, M., Michalakis, S., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.11.29.625601
Künstliche Intelligenz in der Augenheilkunde
Pfau, M. (2024) · Springer Reference Medizin · doi:10.1007/978-3-662-65929-8_40-1
Deciphering Myopia: Insights From Single-Cell Data and Machine Learning Approaches
Hu, J., Zhang, Y., & Piao, Y. (2024) · IEEE International Conference on Data Science in Cyberspace · doi:10.1109/dsc63484.2024.00117
Identification of Unexpected Pathomechanisms Underlying the Human Usher Syndrome
Uwe Wolfrum, B., Linnert, J., Güler, B. E., Klein, J., Fritze, J. S., Wenck, N., & Nagel‐Wolfrum, K. (2025) · Advances in experimental medicine and biology · doi:10.1007/978-3-031-76550-6_28
A Retina-Electrode Interface for Light Sensing and Image Recognition
Lu, Y., Chen, P., Zhou, Z., Wei, X., Tao, T. H., Qin, L., Ye, Y., & Sun, L. (2025) · IEEE International Conference on Micro Electro Mechanical Systems (MEMS) · doi:10.1109/mems61431.2025.10917812
Künstliche Intelligenz in der Augenheilkunde
Pfau, M. (2025) · Springer Reference Medizin · doi:10.1007/978-3-662-65823-9_40
Region-specific Brain Targets Drive Circuit Formation and Maturation of Human Retinal Ganglion CellsPreprint
Huang, K.-C., Shihabeddin, E., Jeng, H., Abdulwahab, Q. T., Cuevas, V. R., Ho, A., Young, C., Hernandez, M., Dhindsa, J. S., Kochukov, M. Y., et al. (2025) · bioRxiv · doi:10.1101/2025.05.10.651091
KAMALESH, D. R., & Geetha, K. (2025) · Pharmacological Research - Natural Products · doi:10.1016/j.prenap.2025.100266
Wenck, N., Zorin, M., Wang, Q., Kröll, S., Hay, K., Rickert, C., Méndez-Lago, M., Karunanithi, S., Athanasiou, D., Ziaka, K., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.06.03.657614
Baccouche, B., McCann, M. A., Janani, R., Nhàn, N. T. T., Yamada, K. H., & Kazlauskas, A. (2025) · American Journal Of Pathology · doi:10.1016/j.ajpath.2025.05.022
Advancements in Retina Bruch’s Membrane on Chip: A Bibliometric Review
Askari, S., & Eskandari, M. (2025) · Regenerative Engineering and Translational Medicine · doi:10.1007/s40883-025-00450-9
Mini-organs and early embryos in vitro: what is at stake?
Thétiot, M., Cossart, P., & Bally‐Cuif, L. (2025) · Comptes Rendus Biologies · doi:10.5802/crbiol.185
Spatiotemporal Coordination of Guidance Cues Directs Multipolar Migration During Retinal LaminationPreprint
Lehtimäki, J. I., Lilue, J., Rosario, M. D., Nerli, E., Henriques, R., & Norden, C. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.07.23.666134
Baldicano, A. K., Martin, P. R., & Grünert, U. (2025) · The Journal of Comparative Neurology · doi:10.1002/cne.70078
Retinal Ganglion Cell Diversity in Disease: Clinical Implications and Type-Specific Evaluation
Makam, R., Rider, A. T., Yu‐Wai‐Man, P., & Gilhooley, M. J. (2025) · Journal of Neuro-Ophthalmology · doi:10.1097/wno.0000000000002381
Ell, M., Büyükakyüz, A., Werginz, P., & Zeck, G. M. (2025) · Microelectronic Engineering · doi:10.1016/j.mee.2025.112397
von Spreckelsen, A., Dittlau, K. S., Saruhanian, S., Vohra, R., Saruhanian, A., Aldana, B. I., Freude, K., & Kolko, M. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.09.21.677625
Zhang, J. S., Guy, B., Santiago, C. P., Tiozzo, C., Sreenath, M., Chen, Y., Blackshaw, S., & Johnston, R. J. (2026) · Cell Reports · doi:10.1016/j.celrep.2026.117270
Retinal Organoid Development: Disease Modeling and Therapeutic Strategies
Sharma, K., Pawlick, J. S., & Busskamp, V. (2025) · Stem cell biology and regenerative medicine · doi:10.1007/978-3-031-94101-6_8
Use of Organoids in Cancer: A New Therapeutic and Research Approach
Tonon, S., Martinis, E., Secco, C. D., Tosoni, L., Tomadini, G., Vitale, G., Pucillo, C. E. M., & Frossi, B. (2025) · Springer eBooks · doi:10.1007/978-3-032-00771-1_285
One down but many more to go: the state of gene therapy for inherited retinal disease
Tan, T., Sun, C., Poh, S. S. J., Lim, J., Teo, J. X. J., Dey, S., Chua, Z., Guo, J., Wang, Z., Tay, H. G., et al. (2025) · Regenerative Medicine · doi:10.1080/17460751.2025.2571360
Duan, C., Ding, C., Sun, X., Mao, S., Liang, Y., Liu, X., Ding, X., Chen, J., & Tang, S. (2024) · Figshare · doi:10.6084/m9.figshare.26727907
Ho, M. T., Kawai, K., Abdo, D., Comanita, L., Ortín-Martínez, A., Ueno, Y., Tsao, E., Rastgar‐Moghadam, A., Xue, C., Cui, H., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26693539
Karademir, D., Todorova, V., Ebner, L. J. A., Samardzija, M., & Grimm, C. (2022) · Figshare · doi:10.6084/m9.figshare.19588644
D’haene, E., López-Soriano, V., Martínez‐García, P. M., Kalayanamontri, S., Rey, A. D., Sousa‐Ortega, A., Naranjo, S., de Sompele, S. V., Vantomme, L., Mahieu, Q., et al. (2024) · DIGITAL.CSIC (Spanish National Research Council (CSIC)) · doi:10.6084/m9.figshare.26721990
D’haene, E., López-Soriano, V., Martínez‐García, P. M., Kalayanamontri, S., Rey, A. D., Sousa‐Ortega, A., Naranjo, S., de Sompele, S. V., Vantomme, L., Mahieu, Q., et al. (2024) · DIGITAL.CSIC (Spanish National Research Council (CSIC)) · doi:10.6084/m9.figshare.26722002
Duan, C., Ding, C., Sun, X., Mao, S., Liang, Y., Liu, X., Ding, X., Chen, J., & Tang, S. (2024) · Figshare · doi:10.6084/m9.figshare.26727889
D’haene, E., López-Soriano, V., Martínez‐García, P. M., Kalayanamontri, S., Rey, A. D., Sousa‐Ortega, A., Naranjo, S., de Sompele, S. V., Vantomme, L., Mahieu, Q., et al. (2024) · DIGITAL.CSIC (Spanish National Research Council (CSIC)) · doi:10.6084/m9.figshare.26721993
Karademir, D., Todorova, V., Ebner, L. J. A., Samardzija, M., & Grimm, C. (2022) · Figshare · doi:10.6084/m9.figshare.19588632
Metadata
- Authors
- Cowan, C. S., Renner, M., De Gennaro, M., Gross-Scherf, B., Goldblum, D., Hou, Y., Munz, M., Rodrigues, T. M., Krol, J., Szikra, T., Cuttat, R., Waldt, A., Papasaikas, P., Diggelmann, R., Patino-Alvarez, C. P., Galliker, P., Spirig, S. E., Pavlinic, D., Gerber-Hollbach, N., Schuierer, S., Srdanovic, A., Balogh, M., Panero, R., Kusnyerik, A., Szabo, A., Stadler, M. B., Orgül, S., Picelli, S., Hasler, P. W., Hierlemann, A., Scholl, H. P. N., Roma, G., Nigsch, F., & Roska, B.
- Affiliations
- Institute of Molecular and Clinical Ophthalmology Basel (CH)
- University of Basel (CH)
- Novartis Institutes for BioMedical Research (CH)
- SIB Swiss Institute of Bioinformatics (CH)
- ETH Zurich (CH)
- Friedrich Miescher Institute (CH)
- Johns Hopkins University (US)
- Novartis (Switzerland) (CH)
- Corresponding author
- Roma, Guglielmo
- Nigsch, Florian
- Roska, Botond
- ORCID
- Cowan, Cameron S.
- Renner, Magdalena
- Goldblum, David
- Hou, Yanyan
- Munz, Martin
- Rodrigues, Tiago M.
- Cuttat, Rachel
- Waldt, Annick
- Papasaikas, Panagiotis
- Diggelmann, Roland
- Spirig, Stefan E.
- Schuierer, Sven
- Srdanovic, Aldin
- Panero, Riccardo
- Stadler, Michael B.
- Orgül, Selim
- Picelli, Simone
- Hasler, Pascal W.
- Hierlemann, Andreas
- Scholl, Hendrik P.N.
- Roma, Guglielmo
- Nigsch, Florian
- Roska, Botond
- Venue
- Cell
- Publisher
- Elsevier BV
- Published
- 2020-09
- Volume
- 182
- Issue
- 6
- Pages
- 1623-1640.e34
- ISSN
- 0092-8674 (ISSN-L)
- PMC
- PMC7505495
- OpenAlex
- W3087102910
- Cited by
- 654
- References
- 94
- Citations by year
- 2026: 79 · 2025: 118 · 2024: 118 · 2023: 113 · 2022: 123 · 2021: 74 · 2020: 23
- FWCI
- 26.98
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Cell (publishedVersion, cc-by)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- The Novartis Repository (Novartis) (submittedVersion, cc-by)
- Repository for Publications and Research Data (ETH Zurich) (submittedVersion, cc-by)
- ETH Zürich Research Collection (cc-by)
- Funders
- European Research Council
- Topics
- Health Sciences › Medicine › Ophthalmology › Retinal Development and Disorders
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
- Health Sciences › Medicine › Ophthalmology › Retinal Diseases and Treatments
- Keywords
- retinal cell types, single-cell transcriptomics, retinal development, photosensitivity, retinal pigment epithelium, choroid, fovea, macular degeneration, cell type specificity, retinal repair
- MeSH terms
- Cell Differentiation, Cell Line, Electrophysiology, Female, Multigene Family, Humans, Microscopy, Electron, Naphthoquinones, Organoids, Retina, Synapses, In Situ Hybridization, Gene Expression Regulation, Developmental, Cell Culture Techniques, Genetic Predisposition to Disease, Induced Pluripotent Stem Cells, Single-Cell Analysis, Transcriptome
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review