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Combining membrane proteomics and computational three-way pathway analysis revealed signalling pathways preferentially regulated in human iPSCs and human ESCs

Owing to the clinical potential of human induced pluripotent stem cells (hiPSCs) in regenerative medicine, a thorough examination of the similarities and differences between hiPSCs and human embryonic stem cells (hESCs) has become indispensable. Moreover, as the important roles of membrane proteins...

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Autores principales: Tien, Wei-Sheng, Chen, Pei-Mien, Chuang, Ching-Yu, Lui, Shook-Mun, Kuo, Hung-Chih, Chen, Yu-Ju, Wu, Kun-Pin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5678157/
https://www.ncbi.nlm.nih.gov/pubmed/29118436
http://dx.doi.org/10.1038/s41598-017-15347-z
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author Tien, Wei-Sheng
Chen, Pei-Mien
Chuang, Ching-Yu
Lui, Shook-Mun
Kuo, Hung-Chih
Chen, Yu-Ju
Wu, Kun-Pin
author_facet Tien, Wei-Sheng
Chen, Pei-Mien
Chuang, Ching-Yu
Lui, Shook-Mun
Kuo, Hung-Chih
Chen, Yu-Ju
Wu, Kun-Pin
author_sort Tien, Wei-Sheng
collection PubMed
description Owing to the clinical potential of human induced pluripotent stem cells (hiPSCs) in regenerative medicine, a thorough examination of the similarities and differences between hiPSCs and human embryonic stem cells (hESCs) has become indispensable. Moreover, as the important roles of membrane proteins in biological signalling, functional analyses of membrane proteome are therefore promising. In this study, a pathway analysis by the bioinformatics tool GSEA was first performed to identify significant pathways associated with the three comparative membrane proteomics experiments: hiPSCs versus precursor human foreskin fibroblasts (HFF), hESCs versus precursor HFF, and hiPSCs versus hESCs. A following three-way pathway comparison was conducted to identify the differentially regulated pathways that may contribute to the differences between hiPSCs and hESCs. Our results revealed that pathways related to oxidative phosphorylation and focal adhesion may undergo incomplete regulations during the reprogramming process. This hypothesis was supported by another public proteomics dataset to a certain degree. The identified pathways and their core enriched proteins could serve as the starting point to explore the possible ways to make hiPSCs closer to hESCs.
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spelling pubmed-56781572017-11-17 Combining membrane proteomics and computational three-way pathway analysis revealed signalling pathways preferentially regulated in human iPSCs and human ESCs Tien, Wei-Sheng Chen, Pei-Mien Chuang, Ching-Yu Lui, Shook-Mun Kuo, Hung-Chih Chen, Yu-Ju Wu, Kun-Pin Sci Rep Article Owing to the clinical potential of human induced pluripotent stem cells (hiPSCs) in regenerative medicine, a thorough examination of the similarities and differences between hiPSCs and human embryonic stem cells (hESCs) has become indispensable. Moreover, as the important roles of membrane proteins in biological signalling, functional analyses of membrane proteome are therefore promising. In this study, a pathway analysis by the bioinformatics tool GSEA was first performed to identify significant pathways associated with the three comparative membrane proteomics experiments: hiPSCs versus precursor human foreskin fibroblasts (HFF), hESCs versus precursor HFF, and hiPSCs versus hESCs. A following three-way pathway comparison was conducted to identify the differentially regulated pathways that may contribute to the differences between hiPSCs and hESCs. Our results revealed that pathways related to oxidative phosphorylation and focal adhesion may undergo incomplete regulations during the reprogramming process. This hypothesis was supported by another public proteomics dataset to a certain degree. The identified pathways and their core enriched proteins could serve as the starting point to explore the possible ways to make hiPSCs closer to hESCs. Nature Publishing Group UK 2017-11-08 /pmc/articles/PMC5678157/ /pubmed/29118436 http://dx.doi.org/10.1038/s41598-017-15347-z Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Tien, Wei-Sheng
Chen, Pei-Mien
Chuang, Ching-Yu
Lui, Shook-Mun
Kuo, Hung-Chih
Chen, Yu-Ju
Wu, Kun-Pin
Combining membrane proteomics and computational three-way pathway analysis revealed signalling pathways preferentially regulated in human iPSCs and human ESCs
title Combining membrane proteomics and computational three-way pathway analysis revealed signalling pathways preferentially regulated in human iPSCs and human ESCs
title_full Combining membrane proteomics and computational three-way pathway analysis revealed signalling pathways preferentially regulated in human iPSCs and human ESCs
title_fullStr Combining membrane proteomics and computational three-way pathway analysis revealed signalling pathways preferentially regulated in human iPSCs and human ESCs
title_full_unstemmed Combining membrane proteomics and computational three-way pathway analysis revealed signalling pathways preferentially regulated in human iPSCs and human ESCs
title_short Combining membrane proteomics and computational three-way pathway analysis revealed signalling pathways preferentially regulated in human iPSCs and human ESCs
title_sort combining membrane proteomics and computational three-way pathway analysis revealed signalling pathways preferentially regulated in human ipscs and human escs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5678157/
https://www.ncbi.nlm.nih.gov/pubmed/29118436
http://dx.doi.org/10.1038/s41598-017-15347-z
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