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Gene expression profiling reveals candidate biomarkers and probable molecular mechanism in diabetic peripheral neuropathy

PURPOSE: To investigate the molecular mechanism and search for candidate biomarkers in the gene expression profile of patients with diabetic peripheral neuropathy (DPN). METHODS: Differentially expressed genes (DEGs) of progressive vs non-progressive DPN patients in dataset GSE24290 were screened. F...

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Autores principales: Zhou, Han, Zhang, WenChuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6662509/
https://www.ncbi.nlm.nih.gov/pubmed/31413612
http://dx.doi.org/10.2147/DMSO.S209118
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author Zhou, Han
Zhang, WenChuan
author_facet Zhou, Han
Zhang, WenChuan
author_sort Zhou, Han
collection PubMed
description PURPOSE: To investigate the molecular mechanism and search for candidate biomarkers in the gene expression profile of patients with diabetic peripheral neuropathy (DPN). METHODS: Differentially expressed genes (DEGs) of progressive vs non-progressive DPN patients in dataset GSE24290 were screened. Functional enrichment analysis was conducted, and hub genes were extracted from the protein–protein interaction network. The expression level of hub genes in serum samples in another dataset GSE95849 was obtained, followed by the ROC curve analysis. RESULTS: A total of 352 DEGs were obtained from dataset GSE24290. They were involved in 14 gene ontology terms and 10 Kyoto Encyclopedia of Genes and Genomes pathways, mainly related to lipid metabolism. Eight hub genes (LEP, APOE, ADIPOQ, FABP4, CD36, GPAM, CIDEC, and PNPLA4) were revealed, and their expression level was obtained in dataset GSE95849. The receiver operating characteristic curve analysis indicated that CIDEC (AUC=1), APOE (AUC=0.833), CD36 (AUC=0.803), and PNPLA4 (AUC=0.861) might be candidate serum biomarkers of DPN. CONCLUSION: Lipid metabolism of Schwann cells might be inhibited in progressive DPN. CIDEC, APOE, CD36, and PNPLA4 might be potential predictive biomarkers in the early DPN diagnosis of patients with DM.
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spelling pubmed-66625092019-08-14 Gene expression profiling reveals candidate biomarkers and probable molecular mechanism in diabetic peripheral neuropathy Zhou, Han Zhang, WenChuan Diabetes Metab Syndr Obes Original Research PURPOSE: To investigate the molecular mechanism and search for candidate biomarkers in the gene expression profile of patients with diabetic peripheral neuropathy (DPN). METHODS: Differentially expressed genes (DEGs) of progressive vs non-progressive DPN patients in dataset GSE24290 were screened. Functional enrichment analysis was conducted, and hub genes were extracted from the protein–protein interaction network. The expression level of hub genes in serum samples in another dataset GSE95849 was obtained, followed by the ROC curve analysis. RESULTS: A total of 352 DEGs were obtained from dataset GSE24290. They were involved in 14 gene ontology terms and 10 Kyoto Encyclopedia of Genes and Genomes pathways, mainly related to lipid metabolism. Eight hub genes (LEP, APOE, ADIPOQ, FABP4, CD36, GPAM, CIDEC, and PNPLA4) were revealed, and their expression level was obtained in dataset GSE95849. The receiver operating characteristic curve analysis indicated that CIDEC (AUC=1), APOE (AUC=0.833), CD36 (AUC=0.803), and PNPLA4 (AUC=0.861) might be candidate serum biomarkers of DPN. CONCLUSION: Lipid metabolism of Schwann cells might be inhibited in progressive DPN. CIDEC, APOE, CD36, and PNPLA4 might be potential predictive biomarkers in the early DPN diagnosis of patients with DM. Dove 2019-07-23 /pmc/articles/PMC6662509/ /pubmed/31413612 http://dx.doi.org/10.2147/DMSO.S209118 Text en © 2019 Zhou and Zhang. http://creativecommons.org/licenses/by-nc/3.0/ This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Zhou, Han
Zhang, WenChuan
Gene expression profiling reveals candidate biomarkers and probable molecular mechanism in diabetic peripheral neuropathy
title Gene expression profiling reveals candidate biomarkers and probable molecular mechanism in diabetic peripheral neuropathy
title_full Gene expression profiling reveals candidate biomarkers and probable molecular mechanism in diabetic peripheral neuropathy
title_fullStr Gene expression profiling reveals candidate biomarkers and probable molecular mechanism in diabetic peripheral neuropathy
title_full_unstemmed Gene expression profiling reveals candidate biomarkers and probable molecular mechanism in diabetic peripheral neuropathy
title_short Gene expression profiling reveals candidate biomarkers and probable molecular mechanism in diabetic peripheral neuropathy
title_sort gene expression profiling reveals candidate biomarkers and probable molecular mechanism in diabetic peripheral neuropathy
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6662509/
https://www.ncbi.nlm.nih.gov/pubmed/31413612
http://dx.doi.org/10.2147/DMSO.S209118
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