Literature DB >> 25389202

Objective evaluation of the degree of pigmentation in human induced pluripotent stem cell-derived RPE.

Hiroyuki Kamao1, Michiko Mandai2, Shunji Wakamiya3, Junko Ishida3, Katsutoshi Goto3, Takaaki Ono3, Taiji Suda4, Masayo Takahashi2, Junichi Kiryu3.   

Abstract

PURPOSE: For the transplantation of human induced pluripotent stem cell-derived retinal pigment epithelium (hiPSC-RPE), determination of the maturation status of these cells is essential, and the degree of pigmentation (dPG) can serve as a good indicator of this status. The aim of this study was to establish a method of objectively and quantitatively evaluating the dPG of hiPSC-RPE.
METHODS: Two observers determined the dPG subjectively by observing recorded images of hiPSC-RPE as follows: the dPG of a single cell was classified into three different pigmentation stages, and the overall dPG was compared between two cell groups to identify the group with the higher dPG. The κ statistic was applied to assess interobserver reproducibility. Next, the dPG of single cells and cell groups was objectively determined by the lightness of the hue, saturation, and value (HSL) color space, and the correlation between the subjective evaluation and time-dependent change in the objective dPG of hiPSC-RPE was investigated.
RESULTS: The κ statistic was 0.88 and 0.81 in the single-cell and cell-group observations, respectively. The objective dPG of single cells and cell groups was highly correlated with the subjective dPG. However, the observers were occasionally unable to subjectively determine the group with the higher dPG. The objective dPG increased in a time-dependent manner.
CONCLUSIONS: The lightness of the HSL color space can be used to objectively and quantitatively evaluate the dPG of hiPSC-RPE in culture. The objective evaluation was consistent and was able to better identify small differences than subjective evaluation. Copyright 2014 The Association for Research in Vision and Ophthalmology, Inc.

Entities:  

Keywords:  degree of pigmentation; human induced pluripotent stem cell; retinal pigment epithelium

Mesh:

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Year:  2014        PMID: 25389202     DOI: 10.1167/iovs.14-14694

Source DB:  PubMed          Journal:  Invest Ophthalmol Vis Sci        ISSN: 0146-0404            Impact factor:   4.799


  9 in total

Review 1.  Retinal stem cell transplantation: Balancing safety and potential.

Authors:  Mandeep S Singh; Susanna S Park; Thomas A Albini; M Valeria Canto-Soler; Henry Klassen; Robert E MacLaren; Masayo Takahashi; Aaron Nagiel; Steven D Schwartz; Kapil Bharti
Journal:  Prog Retin Eye Res       Date:  2019-09-05       Impact factor: 21.198

2.  Deep learning predicts function of live retinal pigment epithelium from quantitative microscopy.

Authors:  Nicholas J Schaub; Nathan A Hotaling; Petre Manescu; Sarala Padi; Qin Wan; Ruchi Sharma; Aman George; Joe Chalfoun; Mylene Simon; Mohamed Ouladi; Carl G Simon; Peter Bajcsy; Kapil Bharti
Journal:  J Clin Invest       Date:  2020-02-03       Impact factor: 14.808

3.  Texture Descriptors Ensembles Enable Image-Based Classification of Maturation of Human Stem Cell-Derived Retinal Pigmented Epithelium.

Authors:  Loris Nanni; Michelangelo Paci; Florentino Luciano Caetano dos Santos; Heli Skottman; Kati Juuti-Uusitalo; Jari Hyttinen
Journal:  PLoS One       Date:  2016-02-19       Impact factor: 3.240

4.  Autophagy Regulates Proteasome Inhibitor-Induced Pigmentation in Human Embryonic Stem Cell-Derived Retinal Pigment Epithelial Cells.

Authors:  Kati Juuti-Uusitalo; Ali Koskela; Niko Kivinen; Johanna Viiri; Juha M T Hyttinen; Mika Reinisalo; Arto Koistinen; Hannu Uusitalo; Debasish Sinha; Heli Skottman; Kai Kaarniranta
Journal:  Int J Mol Sci       Date:  2017-05-19       Impact factor: 5.923

Review 5.  3-D Bioprinting of Neural Tissue for Applications in Cell Therapy and Drug Screening.

Authors:  Michaela Thomas; Stephanie M Willerth
Journal:  Front Bioeng Biotechnol       Date:  2017-11-17

6.  Fabricating retinal pigment epithelial cell sheets derived from human induced pluripotent stem cells in an automated closed culture system for regenerative medicine.

Authors:  Erino Matsumoto; Naoshi Koide; Hiroko Hanzawa; Masaharu Kiyama; Mari Ohta; Junichi Kuwabara; Shizu Takeda; Masayo Takahashi
Journal:  PLoS One       Date:  2019-03-13       Impact factor: 3.240

7.  ROCK Inhibitor-Induced Promotion of Retinal Pigment Epithelial Cell Motility during Wound Healing.

Authors:  Hiroyuki Kamao; Atsushi Miki; Junichi Kiryu
Journal:  J Ophthalmol       Date:  2019-06-19       Impact factor: 1.909

8.  Immunogenicity and functional evaluation of iPSC-derived organs for transplantation.

Authors:  Libin Wang; Jiani Cao; Yukai Wang; Tianshu Lan; Lei Liu; Weixu Wang; Ning Jin; Jiaqi Gong; Chao Zhang; Fei Teng; Guoliang Yan; Chun Li; Jiali Li; Haifeng Wan; Baoyang Hu; Wei Li; Xiaoyang Zhao; Zhongquan Qi; Tongbiao Zhao; Qi Zhou
Journal:  Cell Discov       Date:  2015-07-07       Impact factor: 10.849

9.  Reproducible production and image-based quality evaluation of retinal pigment epithelium sheets from human induced pluripotent stem cells.

Authors:  Ke Ye; Yuto Takemoto; Arisa Ito; Masanari Onda; Nao Morimoto; Michiko Mandai; Masayo Takahashi; Ryuji Kato; Fumitaka Osakada
Journal:  Sci Rep       Date:  2020-09-01       Impact factor: 4.379

  9 in total

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