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Screening of key genes in the pathogenesis of muscle atrophy in CKD-PEW children based on RNA sequencing
BACKGROUND: In children with CKD, Protein Energy Wasting (PEW) is common, which affects the outcome of children and is an important cause of poor prognosis. We are aiming to explore the pathogenesis of muscle wasting in CKD-PEW children. METHODS: Blood samples of 32 children diagnosed with chronic k...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10683124/ https://www.ncbi.nlm.nih.gov/pubmed/38017491 http://dx.doi.org/10.1186/s12920-023-01718-1 |
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author | Ying, Liang Yeping, Jiang Hui, Wang Nan, Zhou FuQian Ying, Shen |
author_facet | Ying, Liang Yeping, Jiang Hui, Wang Nan, Zhou FuQian Ying, Shen |
author_sort | Ying, Liang |
collection | PubMed |
description | BACKGROUND: In children with CKD, Protein Energy Wasting (PEW) is common, which affects the outcome of children and is an important cause of poor prognosis. We are aiming to explore the pathogenesis of muscle wasting in CKD-PEW children. METHODS: Blood samples of 32 children diagnosed with chronic kidney disease (CKD) and protein energy wasting (PEW) in our hospital from January 2016 to June 2021 were collected. RNA sequencing and bioinformatics analysis were performed. RESULTS: Based on GO (Gene Ontology) functional enrichment analysis, KEGG (Kyoto Encyclopedia of Genes and Genomes) pathway enrichment analysis and differential gene expression analysis, a total of 25 CKD-PEW related genes were obtained including CRP, IL6, TNF, IL1B, CXCL8, IL12B, IL12A, IL18, IL1A, IL4, IL10, TGFB2, TGFB1, TGFB3, ADIPOQ, NAMPT, RETN, RETNLB, LEP, CD163, ICAM1, VCAM1, SELE, NF-κB1, NF-κB2. The most significantly differentially expressed gene was NF-κB2 (adjusted P = 2.81 × 10(–16)), and its expression was up-regulated by 3.92 times (corresponding log2FoldChange value was 1.979). Followed by RETN (adjusted P = 1.63 × 10(–7)), and its expression was up-regulated by 8.306 times (corresponding log2FoldChange value was 2.882). SELE gene were secondly significant (adjusted P = 5.81 × 10(–7)), and its expression was down-regulated by 22.05 times (corresponding log2FoldChange value was -4.696). CONCLUSIONS: A variety of inflammatory factors are involved in the pathogenesis of CKD-PEW in children, and chronic inflammation may lead to the development of muscle atrophy in CKD-PEW. It is suggested for the first time that NF-κB is a key gene in the pathogenesis of muscle wasting in CKD-PEW children, and its increased expression may play an important role in the pathogenesis of muscle wasting in children with CKD-PEW. |
format | Online Article Text |
id | pubmed-10683124 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106831242023-11-30 Screening of key genes in the pathogenesis of muscle atrophy in CKD-PEW children based on RNA sequencing Ying, Liang Yeping, Jiang Hui, Wang Nan, Zhou FuQian Ying, Shen BMC Med Genomics Research BACKGROUND: In children with CKD, Protein Energy Wasting (PEW) is common, which affects the outcome of children and is an important cause of poor prognosis. We are aiming to explore the pathogenesis of muscle wasting in CKD-PEW children. METHODS: Blood samples of 32 children diagnosed with chronic kidney disease (CKD) and protein energy wasting (PEW) in our hospital from January 2016 to June 2021 were collected. RNA sequencing and bioinformatics analysis were performed. RESULTS: Based on GO (Gene Ontology) functional enrichment analysis, KEGG (Kyoto Encyclopedia of Genes and Genomes) pathway enrichment analysis and differential gene expression analysis, a total of 25 CKD-PEW related genes were obtained including CRP, IL6, TNF, IL1B, CXCL8, IL12B, IL12A, IL18, IL1A, IL4, IL10, TGFB2, TGFB1, TGFB3, ADIPOQ, NAMPT, RETN, RETNLB, LEP, CD163, ICAM1, VCAM1, SELE, NF-κB1, NF-κB2. The most significantly differentially expressed gene was NF-κB2 (adjusted P = 2.81 × 10(–16)), and its expression was up-regulated by 3.92 times (corresponding log2FoldChange value was 1.979). Followed by RETN (adjusted P = 1.63 × 10(–7)), and its expression was up-regulated by 8.306 times (corresponding log2FoldChange value was 2.882). SELE gene were secondly significant (adjusted P = 5.81 × 10(–7)), and its expression was down-regulated by 22.05 times (corresponding log2FoldChange value was -4.696). CONCLUSIONS: A variety of inflammatory factors are involved in the pathogenesis of CKD-PEW in children, and chronic inflammation may lead to the development of muscle atrophy in CKD-PEW. It is suggested for the first time that NF-κB is a key gene in the pathogenesis of muscle wasting in CKD-PEW children, and its increased expression may play an important role in the pathogenesis of muscle wasting in children with CKD-PEW. BioMed Central 2023-11-28 /pmc/articles/PMC10683124/ /pubmed/38017491 http://dx.doi.org/10.1186/s12920-023-01718-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Ying, Liang Yeping, Jiang Hui, Wang Nan, Zhou FuQian Ying, Shen Screening of key genes in the pathogenesis of muscle atrophy in CKD-PEW children based on RNA sequencing |
title | Screening of key genes in the pathogenesis of muscle atrophy in CKD-PEW children based on RNA sequencing |
title_full | Screening of key genes in the pathogenesis of muscle atrophy in CKD-PEW children based on RNA sequencing |
title_fullStr | Screening of key genes in the pathogenesis of muscle atrophy in CKD-PEW children based on RNA sequencing |
title_full_unstemmed | Screening of key genes in the pathogenesis of muscle atrophy in CKD-PEW children based on RNA sequencing |
title_short | Screening of key genes in the pathogenesis of muscle atrophy in CKD-PEW children based on RNA sequencing |
title_sort | screening of key genes in the pathogenesis of muscle atrophy in ckd-pew children based on rna sequencing |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10683124/ https://www.ncbi.nlm.nih.gov/pubmed/38017491 http://dx.doi.org/10.1186/s12920-023-01718-1 |
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