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Full Length Article | Open Access

Dynamic human retinal pigment epithelium (RPE) and choroid architecture based on single-cell transcriptomic landscape analysis

Lulin Huanga,b,Lin YeaRunze LiaShanshan ZhangaChao QucShujin LiaJie LicMu YangaBiao WudRan ChendGuo HuangaBo GongaZheng LiaHongjie YangeMan YucYi ShiaChangguan WangfWei ChendZhenglin Yanga,b( )
Sichuan Provincial Key Laboratory for Human Disease Gene Study, Center for Medical Genetics, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, China
Research Unit for Blindness Prevention of Chinese Academy of Medical Sciences (2019RU026), Sichuan Academy of Medical Sciences, Chengdu, Sichuan 610072, China
Department of Ophthalmology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, China
School of Ophthalmology and Optometry, Wenzhou Medical College, Wenzhou, Zhejiang 325035, China
Department of Organ Transplant Center, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, China
Department of Ophthalmology, Peking University Third Hospital, Beijing 100730, China

Peer review under responsibility of Chongqing Medical University.

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Abstract

The retinal pigment epithelium (RPE) and choroid are located behind the human retina and have multiple functions in the human visual system. Knowledge of the RPE and choroid cells and their gene expression profiles are fundamental for understanding retinal disease mechanisms and therapeutic strategies. Here, we sequenced the RNA of about 0.3 million single cells from human RPE and choroids across two regions and seven ages, revealing regional and age differences within the human RPE and choroid. Cell–cell interactions highlight the broad connectivity networks between the RPE and different choroid cell types. Moreover, the transcription factors and their target genes change during aging. The coding of somatic variations increases during aging in the human RPE and choroid at the single-cell level. Moreover, we identified ELN as a candidate for improving RPE degeneration and choroidal structure during aging. The mapping of the molecular architecture of the human RPE and choroid improves our understanding of the human vision support system and offers potential insights into the intervention targets for retinal diseases.

References

1

Panda-Jonas S, Jonas JB, Jakobczyk-Zmija M. Retinal pigment epithelial cell count, distribution, and correlations in normal human eyes. Am J Ophthalmol. 1996;121(2):181-189.

2

Lange CAK, Bainbridge JWB. Oxygen sensing in retinal health and disease. Ophthalmologica. 2012;227(3):115-131.

3

Nork TM, Kim CBY, Shanmuganayagam D, et al. Measurement of regional choroidal blood flow in rabbits and monkeys using fluorescent microspheres. Arch Ophthalmol. 2006;124(6):860-868.

4

Nickla DL, Wallman J. The multifunctional choroid. Prog Retin Eye Res. 2010;29(2):144-168.

5

Lipecz A, Miller L, Kovacs I, et al. Microvascular contributions to age-related macular degeneration (AMD): from mechanisms of choriocapillaris aging to novel interventions. Geroscience. 2019;41(6):813-845.

6

Voigt AP, Mulfaul K, Mullin NK, et al. Single-cell transcriptomics of the human retinal pigment epithelium and choroid in health and macular degeneration. Proc Natl Acad Sci U S A. 2019;116(48):24100-24107.

7

Deng Y, Qiao L, Du M, et al. Age-related macular degeneration: epidemiology, genetics, pathophysiology, diagnosis, and targeted therapy. Genes Dis. 2022;9(1):62-79.

8

Hanus J, Anderson C, Wang S. RPE necroptosis in response to oxidative stress and in AMD. Ageing Res Rev. 2015;24(Pt B):286-298.

9

Datta S, Cano M, Ebrahimi K, et al. The impact of oxidative stress and inflammation on RPE degeneration in non-neovascular AMD. Prog Retin Eye Res. 2017;60:201-218.

10

Jarrett SG, Boulton ME. Consequences of oxidative stress in age-related macular degeneration. Mol Aspect Med. 2012;33(4):399-417.

11

Huang L, Zhang H, Cheng CY, et al. A missense variant in FGD6 confers increased risk of polypoidal choroidal vasculopathy. Nat Genet. 2016;48(6):640-647.

12

Rozing MP, Durhuus JA, Krogh Nielsen M, et al. Age-related macular degeneration: a two-level model hypothesis. Prog Retin Eye Res. 2020;76:100825.

13

Boulton M, Różanowska M, Wess T. Ageing of the retinal pigment epithelium: implications for transplantation. Graefes Arch Clin Exp Ophthalmol. 2004;242(1):76-84.

14

Clark BS, Stein-O'Brien GL, Shiau F, et al. Single-cell RNA-seq analysis of retinal development identifies NFI factors as regulating mitotic exit and late-born cell specification. Neuron. 2019;102(6):1111-1126.e5.

15

Lu Y, Shiau F, Yi W, et al. Single-cell analysis of human retina identifies evolutionarily conserved and species-specific mechanisms controlling development. Dev Cell. 2020;53(4):473-491.e9.

16

Cowan CS, Renner M, De Gennaro M, et al. Cell types of the human retina and its organoids at single-cell resolution. Cell. 2020;182(6):1623-1640.e34.

17

Orozco LD, Chen HH, Cox C, et al. Integration of eQTL and a single-cell atlas in the human eye identifies causal genes for age-related macular degeneration. Cell Rep. 2020;30(4):1246-1259.e6.

18

Voigt AP, Whitmore SS, Mulfaul K, et al. Bulk and single-cell gene expression analyses reveal aging human choriocapillaris has pro-inflammatory phenotype. Microvasc Res. 2020;131:104031.

19

Lehmann GL, Hanke-Gogokhia C, Hu Y, et al. Single-cell profiling reveals an endothelium-mediated immunomodulatory pathway in the eye choroid. J Exp Med. 2020;217(6):e20190730.

20

Hu Y, Wang X, Hu B, et al. Dissecting the transcriptome landscape of the human fetal neural retina and retinal pigment epithelium by single-cell RNA-seq analysis. PLoS Biol. 2019;17(7):e3000365.

21

Zhou Y, Zhou B, Pache L, et al. Metascape provides a biologist-oriented resource for the analysis of systems-level datasets. Nat Commun. 2019;10:1523.

22

Szklarczyk D, Franceschini A, Kuhn M, et al. The STRING database in 2011: functional interaction networks of proteins, globally integrated and scored. Nucleic Acids Res. 2011;39(Database issue):D561-D568.

23

Jin S, Guerrero-Juarez CF, Zhang L, et al. Inference and analysis of cell-cell communication using CellChat. Nat Commun. 2021;12:1088.

24

Aibar S, González-Blas CB, Moerman T, et al. SCENIC: single-cell regulatory network inference and clustering. Nat Methods. 2017;14(11):1083-1086.

25

Wang K, Li M, Hakonarson H. ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data. Nucleic Acids Res. 2010;38(16):e164.

26

Strauss O. The retinal pigment epithelium in visual function. Physiol Rev. 2005;85(3):845-881.

27

Fuhrmann S, Zou C, Levine EM. Retinal pigment epithelium development, plasticity, and tissue homeostasis. Exp Eye Res. 2014;123:141-150.

28

Plati J, Bucur O, Khosravi-Far R. Apoptotic cell signaling in cancer progression and therapy. Integr Biol. 2011;3(4):279-296.

29

Ramrattan RS, van der Schaft TL, Mooy CM, et al. Morphometric analysis of Bruch's membrane, the choriocapillaris, and the choroid in aging. Invest Ophthalmol Vis Sci. 1994;35(6):2857-2864.

30

Novichkov PS, Rodionov DA, Stavrovskaya ED, et al. RegPredict: an integrated system for regulon inference in prokaryotes by comparative genomics approach. Nucleic Acids Res. 2010;38(Web Server issue):W299-W307.

31

Van de Sande B, Flerin C, Davie K, et al. A scalable SCENIC workflow for single-cell gene regulatory network analysis. Nat Protoc. 2020;15(7):2247-2276.

32

Lodato MA, Rodin RE, Bohrson CL, et al. Aging and neurodegeneration are associated with increased mutations in single human neurons. Science. 2018;359(6375):555-559.

33

Liu F, Zhang Y, Zhang L, et al. Systematic comparative analysis of single-nucleotide variant detection methods from single-cell RNA sequencing data. Genome Biol. 2019;20(1):242.

34

Tirosh I, Venteicher AS, Hebert C, et al. Single-cell RNA-seq supports a developmental hierarchy in human oligodendroglioma. Nature. 2016;539(7628):309-313.

35

Barreau E, Brossas JY, Courtois Y, et al. Accumulation of mitochondrial DNA deletions in human retina during aging. Invest Ophthalmol Vis Sci. 1996;37(2):384-391.

36

Lee SHS, Kim HJ, Shin OK, et al. Intravitreal injection of AAV expressing soluble VEGF receptor-1 variant induces anti-VEGF activity and suppresses choroidal neovascularization. Invest Ophthalmol Vis Sci. 2018;59(13):5398-5407.

37

Li Z, Chen W, Zhang H, et al. The aquaporin-1 depletion downregulates the sclera biomechanical strength. Curr Eye Res. 2020;45(10):1240-1244.

38

Hayes MJ, Burgoyne T, Wavre-Shapton ST, et al. Remodeling of the basal labyrinth of retinal pigment epithelial cells with osmotic challenge, age, and disease. Invest Ophthalmol Vis Sci. 2019;60(7):2515-2524.

39

Whitmore SS, Wagner AH, DeLuca AP, et al. Transcriptomic analysis across nasal, temporal, and macular regions of human neural retina and RPE/choroid by RNA-Seq. Exp Eye Res. 2014;129:93-106.

40

Tian L, Kazmierkiewicz KL, Bowman AS, et al. Transcriptome of the human retina, retinal pigmented epithelium and choroid. Genomics. 2015;105(5-6):253-264.

41

Jadeja RN, Powell FL, Jones MA, et al. Loss of NAMPT in aging retinal pigment epithelium reduces NAD+ availability and promotes cellular senescence. Aging. 2018;10(6):1306-1323.

42

Ugarte M, Hussain AA, Marshall J. An experimental study of the elastic properties of the human Bruch's membrane-choroid complex: relevance to ageing. Br J Ophthalmol. 2006;90(5):621-626.

43

Wlaschek M, Maity P, Makrantonaki E, et al. Connective tissue and fibroblast senescence in skin aging. J Invest Dermatol. 2021;141(4):985-992.

44

Hagbi-Levi S, Grunin M, Jaouni T, et al. Proangiogenic characteristics of activated macrophages from patients with age-related macular degeneration. Neurobiol Aging. 2017;51:71-82.

45

Peng YR, Shekhar K, Yan W, et al. Molecular classification and comparative taxonomics of foveal and peripheral cells in primate retina. Cell. 2019;176(5):1222-1237.e22.

46

Huang L, Li R, Ye L, et al. Deep Sc-RNA sequencing decoding the molecular dynamic architecture of the human retina. Sci China Life Sci. 2022;66(3):496-515.

47

Heinz A. Elastases and elastokines: elastin degradation and its significance in health and disease. Crit Rev Biochem Mol Biol. 2020;55(3):252-273.

48

Antonicelli F, Bellon G, Debelle L, et al. Elastin-elastases and inflamm-aging. Curr Top Dev Biol. 2007;79:99-155.

49

Watanabe M, Sawai T, Nagura H, et al. Age-related alteration of cross-linking amino acids of elastin in human aorta. Tohoku J Exp Med. 1996;180(2):115-130.

50

Paul RG, Bailey AJ. Glycation of collagen: the basis of its central role in the late complications of ageing and diabetes. Int J Biochem Cell Biol. 1996;28(12):1297-1310.

51

Green EM, Mansfield JC, Bell JS, et al. The structure and micromechanics of elastic tissue. Interface Focus. 2014;4(2):20130058.

52

Heinz A. Elastic fibers during aging and disease. Ageing Res Rev. 2021;66:101255.

Genes & Diseases
Pages 2540-2556
Cite this article:
Huang L, Ye L, Li R, et al. Dynamic human retinal pigment epithelium (RPE) and choroid architecture based on single-cell transcriptomic landscape analysis. Genes & Diseases, 2023, 10(6): 2540-2556. https://doi.org/10.1016/j.gendis.2022.11.007

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Received: 24 November 2021
Revised: 24 October 2022
Accepted: 02 November 2022
Published: 15 December 2022
© 2023 The Authors.

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

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