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Bioinformatics analysis of pathways of renal infiltrating macrophages in different renal disease models

BACKGROUND: Recent studies have suggested that macrophages are significantly involved in different renal diseases. However, the role of these renal infiltrating macrophages has not been entirely uncovered. To further clarify the underlying mechanism and identify therapeutic targets, a bioinformatic...

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Autores principales: Cheuk, Yin Celeste, Zhang, Pingbao, Xu, Shihao, Wang, Jiyan, Chen, Tian, Mao, Yongxin, Jiang, Yamei, Luo, Yongsheng, Guo, Jingjing, Wang, Weixi, Rong, Ruiming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8749068/
https://www.ncbi.nlm.nih.gov/pubmed/35070815
http://dx.doi.org/10.21037/tau-21-761
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author Cheuk, Yin Celeste
Zhang, Pingbao
Xu, Shihao
Wang, Jiyan
Chen, Tian
Mao, Yongxin
Jiang, Yamei
Luo, Yongsheng
Guo, Jingjing
Wang, Weixi
Rong, Ruiming
author_facet Cheuk, Yin Celeste
Zhang, Pingbao
Xu, Shihao
Wang, Jiyan
Chen, Tian
Mao, Yongxin
Jiang, Yamei
Luo, Yongsheng
Guo, Jingjing
Wang, Weixi
Rong, Ruiming
author_sort Cheuk, Yin Celeste
collection PubMed
description BACKGROUND: Recent studies have suggested that macrophages are significantly involved in different renal diseases. However, the role of these renal infiltrating macrophages has not been entirely uncovered. To further clarify the underlying mechanism and identify therapeutic targets, a bioinformatic analysis based on transcriptome profiles was performed. METHODS: Three transcription profiling datasets, GSE27045, GSE51466 and GSE75808, were obtained from the Gene Expression Omnibus (GEO). Differentially expressed genes (DEGs) were assessed by Gene Ontology (GO) functional annotation, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis and gene set enrichment analysis (GSEA). RESULTS: The classic signaling pathways and metabolic pathways of macrophages infiltrating the kidney in different pathophysiological processes, including lupus nephritis (LN), renal crystal formation and renal ischemia-reperfusion injury (IRI), were analysed. Furthermore, the common classical pathways significantly altered in the three renal disorders were the oxidative phosphorylation, VEGF signaling and JAK/STAT signaling pathways, while the renin-angiotensin system was uniquely altered in LN, the glycolysis and gluconeogenesis pathways were uniquely altered in models of renal crystal formation, and the calcium signaling pathway was specific to renal IRI. CONCLUSIONS: Via bioinformatics analysis, this study revealed the transcriptional features of macrophages in murine LN, renal crystal formation and IRI models, which may serve as promising targets for mechanistic research and the clinical treatment of multiple renal diseases.
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spelling pubmed-87490682022-01-21 Bioinformatics analysis of pathways of renal infiltrating macrophages in different renal disease models Cheuk, Yin Celeste Zhang, Pingbao Xu, Shihao Wang, Jiyan Chen, Tian Mao, Yongxin Jiang, Yamei Luo, Yongsheng Guo, Jingjing Wang, Weixi Rong, Ruiming Transl Androl Urol Original Article BACKGROUND: Recent studies have suggested that macrophages are significantly involved in different renal diseases. However, the role of these renal infiltrating macrophages has not been entirely uncovered. To further clarify the underlying mechanism and identify therapeutic targets, a bioinformatic analysis based on transcriptome profiles was performed. METHODS: Three transcription profiling datasets, GSE27045, GSE51466 and GSE75808, were obtained from the Gene Expression Omnibus (GEO). Differentially expressed genes (DEGs) were assessed by Gene Ontology (GO) functional annotation, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis and gene set enrichment analysis (GSEA). RESULTS: The classic signaling pathways and metabolic pathways of macrophages infiltrating the kidney in different pathophysiological processes, including lupus nephritis (LN), renal crystal formation and renal ischemia-reperfusion injury (IRI), were analysed. Furthermore, the common classical pathways significantly altered in the three renal disorders were the oxidative phosphorylation, VEGF signaling and JAK/STAT signaling pathways, while the renin-angiotensin system was uniquely altered in LN, the glycolysis and gluconeogenesis pathways were uniquely altered in models of renal crystal formation, and the calcium signaling pathway was specific to renal IRI. CONCLUSIONS: Via bioinformatics analysis, this study revealed the transcriptional features of macrophages in murine LN, renal crystal formation and IRI models, which may serve as promising targets for mechanistic research and the clinical treatment of multiple renal diseases. AME Publishing Company 2021-12 /pmc/articles/PMC8749068/ /pubmed/35070815 http://dx.doi.org/10.21037/tau-21-761 Text en 2021 Translational Andrology and Urology. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Original Article
Cheuk, Yin Celeste
Zhang, Pingbao
Xu, Shihao
Wang, Jiyan
Chen, Tian
Mao, Yongxin
Jiang, Yamei
Luo, Yongsheng
Guo, Jingjing
Wang, Weixi
Rong, Ruiming
Bioinformatics analysis of pathways of renal infiltrating macrophages in different renal disease models
title Bioinformatics analysis of pathways of renal infiltrating macrophages in different renal disease models
title_full Bioinformatics analysis of pathways of renal infiltrating macrophages in different renal disease models
title_fullStr Bioinformatics analysis of pathways of renal infiltrating macrophages in different renal disease models
title_full_unstemmed Bioinformatics analysis of pathways of renal infiltrating macrophages in different renal disease models
title_short Bioinformatics analysis of pathways of renal infiltrating macrophages in different renal disease models
title_sort bioinformatics analysis of pathways of renal infiltrating macrophages in different renal disease models
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8749068/
https://www.ncbi.nlm.nih.gov/pubmed/35070815
http://dx.doi.org/10.21037/tau-21-761
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