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The Construction and Analysis of Infiltrating Immune Cell and ceRNA Networks in Diabetic Foot Ulcer
BACKGROUND: Diabetic foot ulcer (DFU) is a severe complication characterized by low-grade infectious inflammation and probably associated with specific competitive endogenous RNAs (ceRNAs) and infiltrating immune cells. Nonetheless, no reliable biomarkers are used for detecting infectious inflammati...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329527/ https://www.ncbi.nlm.nih.gov/pubmed/35909542 http://dx.doi.org/10.3389/fendo.2022.836152 |
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author | Zeng, Lin Zhang, Pengxiang Fang, Zebin Liu, Deliang Li, Huilin Qu, Xin Chu, Shufang Zhao, Hengxia Liu, Xuemei Lee, Maosheng |
author_facet | Zeng, Lin Zhang, Pengxiang Fang, Zebin Liu, Deliang Li, Huilin Qu, Xin Chu, Shufang Zhao, Hengxia Liu, Xuemei Lee, Maosheng |
author_sort | Zeng, Lin |
collection | PubMed |
description | BACKGROUND: Diabetic foot ulcer (DFU) is a severe complication characterized by low-grade infectious inflammation and probably associated with specific competitive endogenous RNAs (ceRNAs) and infiltrating immune cells. Nonetheless, no reliable biomarkers are used for detecting infectious inflammation in DFU. Therefore, it is essential to explore potential biomarkers for the accurate diagnosis and treatment of DFU. METHODS: The gene expression profile was retrieved from Gene Expression Omnibus (GEO) database and divided into two groups, namely, standard samples and DFU samples. To establish the ceRNA networks, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were utilized to analyze differential expression genes (DEGs). The cell type identification was achieved by estimating relative subsets of RNA transcripts (CIBERSORT) algorithm to screen-specific immune-infiltrating cells associated with DFU. RESULTS: A ceRNA network was constructed with 20 differential expression circRNA (DEcircRNAs), 11 differential expression microRNAs (DEmiRNAs), and 9 differential expression mRNAs (DEmRNAs). Functional enrichment analysis demonstrated that DFU was mainly enriched in vascular endothelial growth factor (VEGF) and T-cell receptor signaling. In addition, CIBERSORT estimation indicated that CD8(+) T cells and Monocytes were significantly related to the expression of IL-6, a DFU-specific infectious inflammation factor. CONCLUSION: This study identified that some significant ceRNAs (JUNB, GATA3, hsa-circ-0049271 and hsa-circ-0074559) and infiltrating immune cells (CD8(+) T cells and monocytes) might be related to DFU infectious inflammation. |
format | Online Article Text |
id | pubmed-9329527 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93295272022-07-29 The Construction and Analysis of Infiltrating Immune Cell and ceRNA Networks in Diabetic Foot Ulcer Zeng, Lin Zhang, Pengxiang Fang, Zebin Liu, Deliang Li, Huilin Qu, Xin Chu, Shufang Zhao, Hengxia Liu, Xuemei Lee, Maosheng Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Diabetic foot ulcer (DFU) is a severe complication characterized by low-grade infectious inflammation and probably associated with specific competitive endogenous RNAs (ceRNAs) and infiltrating immune cells. Nonetheless, no reliable biomarkers are used for detecting infectious inflammation in DFU. Therefore, it is essential to explore potential biomarkers for the accurate diagnosis and treatment of DFU. METHODS: The gene expression profile was retrieved from Gene Expression Omnibus (GEO) database and divided into two groups, namely, standard samples and DFU samples. To establish the ceRNA networks, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were utilized to analyze differential expression genes (DEGs). The cell type identification was achieved by estimating relative subsets of RNA transcripts (CIBERSORT) algorithm to screen-specific immune-infiltrating cells associated with DFU. RESULTS: A ceRNA network was constructed with 20 differential expression circRNA (DEcircRNAs), 11 differential expression microRNAs (DEmiRNAs), and 9 differential expression mRNAs (DEmRNAs). Functional enrichment analysis demonstrated that DFU was mainly enriched in vascular endothelial growth factor (VEGF) and T-cell receptor signaling. In addition, CIBERSORT estimation indicated that CD8(+) T cells and Monocytes were significantly related to the expression of IL-6, a DFU-specific infectious inflammation factor. CONCLUSION: This study identified that some significant ceRNAs (JUNB, GATA3, hsa-circ-0049271 and hsa-circ-0074559) and infiltrating immune cells (CD8(+) T cells and monocytes) might be related to DFU infectious inflammation. Frontiers Media S.A. 2022-07-14 /pmc/articles/PMC9329527/ /pubmed/35909542 http://dx.doi.org/10.3389/fendo.2022.836152 Text en Copyright © 2022 Zeng, Zhang, Fang, Liu, Li, Qu, Chu, Zhao, Liu and Lee https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Zeng, Lin Zhang, Pengxiang Fang, Zebin Liu, Deliang Li, Huilin Qu, Xin Chu, Shufang Zhao, Hengxia Liu, Xuemei Lee, Maosheng The Construction and Analysis of Infiltrating Immune Cell and ceRNA Networks in Diabetic Foot Ulcer |
title | The Construction and Analysis of Infiltrating Immune Cell and ceRNA Networks in Diabetic Foot Ulcer |
title_full | The Construction and Analysis of Infiltrating Immune Cell and ceRNA Networks in Diabetic Foot Ulcer |
title_fullStr | The Construction and Analysis of Infiltrating Immune Cell and ceRNA Networks in Diabetic Foot Ulcer |
title_full_unstemmed | The Construction and Analysis of Infiltrating Immune Cell and ceRNA Networks in Diabetic Foot Ulcer |
title_short | The Construction and Analysis of Infiltrating Immune Cell and ceRNA Networks in Diabetic Foot Ulcer |
title_sort | construction and analysis of infiltrating immune cell and cerna networks in diabetic foot ulcer |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329527/ https://www.ncbi.nlm.nih.gov/pubmed/35909542 http://dx.doi.org/10.3389/fendo.2022.836152 |
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