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Potential biomarkers of abnormal osseointegration of implants in type II diabetes mellitus
BACKGROUND: Type II diabetes mellitus (T2DM) is an important risk factor for osseointegration of implants. The aim of this study was to explore key genes of T2DM affecting bone metabolism through bioinformatic analysis of published RNA sequencing data, identify potential biomarkers, and provide a re...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8603511/ https://www.ncbi.nlm.nih.gov/pubmed/34794414 http://dx.doi.org/10.1186/s12903-021-01939-9 |
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author | Wang, Lingxiao Gao, Zhenhua Liu, Changying Li, Jun |
author_facet | Wang, Lingxiao Gao, Zhenhua Liu, Changying Li, Jun |
author_sort | Wang, Lingxiao |
collection | PubMed |
description | BACKGROUND: Type II diabetes mellitus (T2DM) is an important risk factor for osseointegration of implants. The aim of this study was to explore key genes of T2DM affecting bone metabolism through bioinformatic analysis of published RNA sequencing data, identify potential biomarkers, and provide a reference for finding the molecular mechanism of abnormal osseointegration caused by T2DM. METHODS: We identified differentially expressed mRNAs and miRNAs from the Gene Expression Omnibus database using the R package ‘limma’ and analysed the predicted target genes using Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis and Gene Ontology analysis. At the same time, miRNA–mRNA interactions were explored using miRWalk 2.0. RESULTS: We constructed an miRNA-gene regulatory network and a protein–protein interaction network. The enrichment pathways of differentially expressed mRNAs included extracellular matrix receptor interactions, protein digestion and absorption, the PI3K-Akt signalling pathway, cytokine–cytokine receptor interactions, chemokine signalling pathways, and haematopoietic cell lineage functions. We analysed the expression of these differentially expressed mRNAs and miRNAs in T2DM rats and normal rats with bone implants and identified Smpd3, Itga10, and rno-mir-207 as possible key players in osseointegration in T2DM. CONCLUSION: Smpd3, Itga10, and rno-mir-207 are possible biomarkers of osseointegration in T2DM. This study sheds light on the possible molecular mechanism of abnormal osseointegration caused by bone metabolism disorder in T2DM. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12903-021-01939-9. |
format | Online Article Text |
id | pubmed-8603511 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-86035112021-11-19 Potential biomarkers of abnormal osseointegration of implants in type II diabetes mellitus Wang, Lingxiao Gao, Zhenhua Liu, Changying Li, Jun BMC Oral Health Research BACKGROUND: Type II diabetes mellitus (T2DM) is an important risk factor for osseointegration of implants. The aim of this study was to explore key genes of T2DM affecting bone metabolism through bioinformatic analysis of published RNA sequencing data, identify potential biomarkers, and provide a reference for finding the molecular mechanism of abnormal osseointegration caused by T2DM. METHODS: We identified differentially expressed mRNAs and miRNAs from the Gene Expression Omnibus database using the R package ‘limma’ and analysed the predicted target genes using Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis and Gene Ontology analysis. At the same time, miRNA–mRNA interactions were explored using miRWalk 2.0. RESULTS: We constructed an miRNA-gene regulatory network and a protein–protein interaction network. The enrichment pathways of differentially expressed mRNAs included extracellular matrix receptor interactions, protein digestion and absorption, the PI3K-Akt signalling pathway, cytokine–cytokine receptor interactions, chemokine signalling pathways, and haematopoietic cell lineage functions. We analysed the expression of these differentially expressed mRNAs and miRNAs in T2DM rats and normal rats with bone implants and identified Smpd3, Itga10, and rno-mir-207 as possible key players in osseointegration in T2DM. CONCLUSION: Smpd3, Itga10, and rno-mir-207 are possible biomarkers of osseointegration in T2DM. This study sheds light on the possible molecular mechanism of abnormal osseointegration caused by bone metabolism disorder in T2DM. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12903-021-01939-9. BioMed Central 2021-11-18 /pmc/articles/PMC8603511/ /pubmed/34794414 http://dx.doi.org/10.1186/s12903-021-01939-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Wang, Lingxiao Gao, Zhenhua Liu, Changying Li, Jun Potential biomarkers of abnormal osseointegration of implants in type II diabetes mellitus |
title | Potential biomarkers of abnormal osseointegration of implants in type II diabetes mellitus |
title_full | Potential biomarkers of abnormal osseointegration of implants in type II diabetes mellitus |
title_fullStr | Potential biomarkers of abnormal osseointegration of implants in type II diabetes mellitus |
title_full_unstemmed | Potential biomarkers of abnormal osseointegration of implants in type II diabetes mellitus |
title_short | Potential biomarkers of abnormal osseointegration of implants in type II diabetes mellitus |
title_sort | potential biomarkers of abnormal osseointegration of implants in type ii diabetes mellitus |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8603511/ https://www.ncbi.nlm.nih.gov/pubmed/34794414 http://dx.doi.org/10.1186/s12903-021-01939-9 |
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