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Single-cell–resolution map of human retinal pigment epithelium helps discover subpopulations with differential disease sensitivity

Regional phenotypic and functional differences in the retinal pigment epithelium (RPE) monolayer have been suggested to account for regional susceptibility in ocular diseases such as age-related macular degeneration (AMD), late-onset retinal degeneration (L-ORD), and choroideremia (CHM). However, a...

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Autores principales: Ortolan, Davide, Sharma, Ruchi, Volkov, Andrei, Maminishkis, Arvydas, Hotaling, Nathan A., Huryn, Laryssa A., Cukras, Catherine, Di Marco, Stefano, Bisti, Silvia, Bharti, Kapil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9171647/
https://www.ncbi.nlm.nih.gov/pubmed/35522714
http://dx.doi.org/10.1073/pnas.2117553119
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author Ortolan, Davide
Sharma, Ruchi
Volkov, Andrei
Maminishkis, Arvydas
Hotaling, Nathan A.
Huryn, Laryssa A.
Cukras, Catherine
Di Marco, Stefano
Bisti, Silvia
Bharti, Kapil
author_facet Ortolan, Davide
Sharma, Ruchi
Volkov, Andrei
Maminishkis, Arvydas
Hotaling, Nathan A.
Huryn, Laryssa A.
Cukras, Catherine
Di Marco, Stefano
Bisti, Silvia
Bharti, Kapil
author_sort Ortolan, Davide
collection PubMed
description Regional phenotypic and functional differences in the retinal pigment epithelium (RPE) monolayer have been suggested to account for regional susceptibility in ocular diseases such as age-related macular degeneration (AMD), late-onset retinal degeneration (L-ORD), and choroideremia (CHM). However, a comprehensive description of human topographical RPE diversity is not yet available, thus limiting the understanding of regional RPE diversity and degenerative disease sensitivity in the eye. To develop a complete morphometric RPE map of the human eye, artificial intelligence–based software was trained to recognize, segment, and analyze RPE borders. Five statistically different, concentric RPE subpopulations (P1 to P5) were identified using cell area as a parameter, including a subpopulation (P4) with cell area comparable to that of macular cells in the far periphery of the eye. This work provides a complete reference map of human RPE subpopulations and their location in the eye. In addition, the analysis of cadaver non-AMD and AMD eyes and ultra-widefield fundus images of patients revealed differential vulnerability of the five RPE subpopulations to different retinal diseases.
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spelling pubmed-91716472022-06-08 Single-cell–resolution map of human retinal pigment epithelium helps discover subpopulations with differential disease sensitivity Ortolan, Davide Sharma, Ruchi Volkov, Andrei Maminishkis, Arvydas Hotaling, Nathan A. Huryn, Laryssa A. Cukras, Catherine Di Marco, Stefano Bisti, Silvia Bharti, Kapil Proc Natl Acad Sci U S A Biological Sciences Regional phenotypic and functional differences in the retinal pigment epithelium (RPE) monolayer have been suggested to account for regional susceptibility in ocular diseases such as age-related macular degeneration (AMD), late-onset retinal degeneration (L-ORD), and choroideremia (CHM). However, a comprehensive description of human topographical RPE diversity is not yet available, thus limiting the understanding of regional RPE diversity and degenerative disease sensitivity in the eye. To develop a complete morphometric RPE map of the human eye, artificial intelligence–based software was trained to recognize, segment, and analyze RPE borders. Five statistically different, concentric RPE subpopulations (P1 to P5) were identified using cell area as a parameter, including a subpopulation (P4) with cell area comparable to that of macular cells in the far periphery of the eye. This work provides a complete reference map of human RPE subpopulations and their location in the eye. In addition, the analysis of cadaver non-AMD and AMD eyes and ultra-widefield fundus images of patients revealed differential vulnerability of the five RPE subpopulations to different retinal diseases. National Academy of Sciences 2022-05-06 2022-05-10 /pmc/articles/PMC9171647/ /pubmed/35522714 http://dx.doi.org/10.1073/pnas.2117553119 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Biological Sciences
Ortolan, Davide
Sharma, Ruchi
Volkov, Andrei
Maminishkis, Arvydas
Hotaling, Nathan A.
Huryn, Laryssa A.
Cukras, Catherine
Di Marco, Stefano
Bisti, Silvia
Bharti, Kapil
Single-cell–resolution map of human retinal pigment epithelium helps discover subpopulations with differential disease sensitivity
title Single-cell–resolution map of human retinal pigment epithelium helps discover subpopulations with differential disease sensitivity
title_full Single-cell–resolution map of human retinal pigment epithelium helps discover subpopulations with differential disease sensitivity
title_fullStr Single-cell–resolution map of human retinal pigment epithelium helps discover subpopulations with differential disease sensitivity
title_full_unstemmed Single-cell–resolution map of human retinal pigment epithelium helps discover subpopulations with differential disease sensitivity
title_short Single-cell–resolution map of human retinal pigment epithelium helps discover subpopulations with differential disease sensitivity
title_sort single-cell–resolution map of human retinal pigment epithelium helps discover subpopulations with differential disease sensitivity
topic Biological Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9171647/
https://www.ncbi.nlm.nih.gov/pubmed/35522714
http://dx.doi.org/10.1073/pnas.2117553119
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