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Characteristic analysis of skin keratinocytes in patients with type 2 diabetes based on the single-cell levels
BACKGROUND: Keratinocytes play an important role in wound healing; however, less is known about skin keratinocytes in patients with type 2 diabetes mellitus (T2DM). Therefore, this study aimed to search for the transcriptional characteristics of keratinocytes at the single-cell level from T2DM patie...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9943975/ https://www.ncbi.nlm.nih.gov/pubmed/36583863 http://dx.doi.org/10.1097/CM9.0000000000002323 |
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author | Liao, Bingye Ouyang, Qiuyi Song, Hongqin Wang, Ziqi Ou, Jinhua Huang, Jinxin Liu, Liang |
author_facet | Liao, Bingye Ouyang, Qiuyi Song, Hongqin Wang, Ziqi Ou, Jinhua Huang, Jinxin Liu, Liang |
author_sort | Liao, Bingye |
collection | PubMed |
description | BACKGROUND: Keratinocytes play an important role in wound healing; however, less is known about skin keratinocytes in patients with type 2 diabetes mellitus (T2DM). Therefore, this study aimed to search for the transcriptional characteristics of keratinocytes at the single-cell level from T2DM patients, and to provide experimental data for identifying the pathological mechanisms of keratinocytes under pathological conditions. METHODS: We performed single-cell RNA sequencing on the skin tissue from two T2DM patients and one patient without diabetes-induced trauma using the BD Rhapsody™ Single-Cell Analysis System. With the help of bioinformatics R-based single-cell analysis software, we analyzed the results of single-cell sequencing to identify the single-cell subsets and transcriptional characteristics of keratinocytes at the single-cell level, including Kyoto Encyclopedia of Genes and Genomes and Gene Ontology analyzes. RESULTS: In this study, we found specific highly expressed signature keratinocyte-related genes. We analyzed the transcriptome of keratinocytes from experimental and control groups and screened a total of 356 differential genes, which were subject to bioinformatics analysis. Enriched pathways included oxidative phosphorylation, antigen processing and presentation, prion and Huntingtons’ diseases, bacterial invasion of epithelial cells, thermogenesis, vasopressin-regulated water reabsorption, and protein processing in the endoplasmic reticulum. CONCLUSIONS: This study revealed the characteristics of keratinocytes at the single-cell level and screened a group of differentially expressed genes related to T2DM-associated keratinocytes, oxidative phosphorylation, cytokine receptor interactions, prion diseases, and other signaling pathways. |
format | Online Article Text |
id | pubmed-9943975 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-99439752023-02-23 Characteristic analysis of skin keratinocytes in patients with type 2 diabetes based on the single-cell levels Liao, Bingye Ouyang, Qiuyi Song, Hongqin Wang, Ziqi Ou, Jinhua Huang, Jinxin Liu, Liang Chin Med J (Engl) Original Articles BACKGROUND: Keratinocytes play an important role in wound healing; however, less is known about skin keratinocytes in patients with type 2 diabetes mellitus (T2DM). Therefore, this study aimed to search for the transcriptional characteristics of keratinocytes at the single-cell level from T2DM patients, and to provide experimental data for identifying the pathological mechanisms of keratinocytes under pathological conditions. METHODS: We performed single-cell RNA sequencing on the skin tissue from two T2DM patients and one patient without diabetes-induced trauma using the BD Rhapsody™ Single-Cell Analysis System. With the help of bioinformatics R-based single-cell analysis software, we analyzed the results of single-cell sequencing to identify the single-cell subsets and transcriptional characteristics of keratinocytes at the single-cell level, including Kyoto Encyclopedia of Genes and Genomes and Gene Ontology analyzes. RESULTS: In this study, we found specific highly expressed signature keratinocyte-related genes. We analyzed the transcriptome of keratinocytes from experimental and control groups and screened a total of 356 differential genes, which were subject to bioinformatics analysis. Enriched pathways included oxidative phosphorylation, antigen processing and presentation, prion and Huntingtons’ diseases, bacterial invasion of epithelial cells, thermogenesis, vasopressin-regulated water reabsorption, and protein processing in the endoplasmic reticulum. CONCLUSIONS: This study revealed the characteristics of keratinocytes at the single-cell level and screened a group of differentially expressed genes related to T2DM-associated keratinocytes, oxidative phosphorylation, cytokine receptor interactions, prion diseases, and other signaling pathways. Lippincott Williams & Wilkins 2022-10-20 2022-11-17 /pmc/articles/PMC9943975/ /pubmed/36583863 http://dx.doi.org/10.1097/CM9.0000000000002323 Text en Copyright © 2022 The Chinese Medical Association, produced by Wolters Kluwer, Inc. under the CC-BY-NC-ND license. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) |
spellingShingle | Original Articles Liao, Bingye Ouyang, Qiuyi Song, Hongqin Wang, Ziqi Ou, Jinhua Huang, Jinxin Liu, Liang Characteristic analysis of skin keratinocytes in patients with type 2 diabetes based on the single-cell levels |
title | Characteristic analysis of skin keratinocytes in patients with type 2 diabetes based on the single-cell levels |
title_full | Characteristic analysis of skin keratinocytes in patients with type 2 diabetes based on the single-cell levels |
title_fullStr | Characteristic analysis of skin keratinocytes in patients with type 2 diabetes based on the single-cell levels |
title_full_unstemmed | Characteristic analysis of skin keratinocytes in patients with type 2 diabetes based on the single-cell levels |
title_short | Characteristic analysis of skin keratinocytes in patients with type 2 diabetes based on the single-cell levels |
title_sort | characteristic analysis of skin keratinocytes in patients with type 2 diabetes based on the single-cell levels |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9943975/ https://www.ncbi.nlm.nih.gov/pubmed/36583863 http://dx.doi.org/10.1097/CM9.0000000000002323 |
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