Cargando…
Relationship between Monoclonal Gammopathy of undetermined significance and multiple myeloma via online database analysis
OBJECTIVE: To explore the relationship between Monoclonal Gammopathy of undetermined significance (MGUS) and Multiple Myeloma (MM) based on bioinformatics methods. METHODS: In this study, we conducted bioinformatics to identify genes associated with MGUS and MM using the PubMed pubmed2ensemble (http...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Professional Medical Publications
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10214783/ https://www.ncbi.nlm.nih.gov/pubmed/37250588 http://dx.doi.org/10.12669/pjms.39.3.7206 |
_version_ | 1785047909492850688 |
---|---|
author | Lu, Weiguo Liu, Jiaming Luo, Man Xiao, Mingfeng |
author_facet | Lu, Weiguo Liu, Jiaming Luo, Man Xiao, Mingfeng |
author_sort | Lu, Weiguo |
collection | PubMed |
description | OBJECTIVE: To explore the relationship between Monoclonal Gammopathy of undetermined significance (MGUS) and Multiple Myeloma (MM) based on bioinformatics methods. METHODS: In this study, we conducted bioinformatics to identify genes associated with MGUS and MM using the PubMed pubmed2ensemble (http://pubmed2ensembl.ls.manchester. ac.uk/) until 2021. Gene ontology function was used to label overlapping genes, and Kyoto Encyclopedia of Genes and Genomes analysis was used to identify enriched pathways. The cluster-1 genes obtained from Cytoscape were analyzed by Comparative Toxicogenomics Database (CTD, http://ctdbase.org/) and then used to screen candidate drugs using the DSigDB database (https://amp.pharm.mssm.edu/Enrichr/). RESULTS: In total, 227 genes were common to both MGUS and MM. These genes were significantly associated with cytokine-cytokine receptor interaction and the PI3K-Akt signaling pathway. The protein-protein interaction network revealed that TNF, IL-1B, IL-6, CSF2, CXCL8, and IL-10 were among the core genes of MM. Finally, eight candidate drugs showed maximum interaction with core genes, which could potentially prevent MGUS from progressing to MM. CONCLUSION: The progression of MGUS to MM is driven by aberrant cytokine secretion, which leads to inflammation immune dysfunction, and dysregulation of the PI3K/AKT/mTOR signaling pathway. |
format | Online Article Text |
id | pubmed-10214783 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Professional Medical Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-102147832023-05-27 Relationship between Monoclonal Gammopathy of undetermined significance and multiple myeloma via online database analysis Lu, Weiguo Liu, Jiaming Luo, Man Xiao, Mingfeng Pak J Med Sci Original Article OBJECTIVE: To explore the relationship between Monoclonal Gammopathy of undetermined significance (MGUS) and Multiple Myeloma (MM) based on bioinformatics methods. METHODS: In this study, we conducted bioinformatics to identify genes associated with MGUS and MM using the PubMed pubmed2ensemble (http://pubmed2ensembl.ls.manchester. ac.uk/) until 2021. Gene ontology function was used to label overlapping genes, and Kyoto Encyclopedia of Genes and Genomes analysis was used to identify enriched pathways. The cluster-1 genes obtained from Cytoscape were analyzed by Comparative Toxicogenomics Database (CTD, http://ctdbase.org/) and then used to screen candidate drugs using the DSigDB database (https://amp.pharm.mssm.edu/Enrichr/). RESULTS: In total, 227 genes were common to both MGUS and MM. These genes were significantly associated with cytokine-cytokine receptor interaction and the PI3K-Akt signaling pathway. The protein-protein interaction network revealed that TNF, IL-1B, IL-6, CSF2, CXCL8, and IL-10 were among the core genes of MM. Finally, eight candidate drugs showed maximum interaction with core genes, which could potentially prevent MGUS from progressing to MM. CONCLUSION: The progression of MGUS to MM is driven by aberrant cytokine secretion, which leads to inflammation immune dysfunction, and dysregulation of the PI3K/AKT/mTOR signaling pathway. Professional Medical Publications 2023 /pmc/articles/PMC10214783/ /pubmed/37250588 http://dx.doi.org/10.12669/pjms.39.3.7206 Text en Copyright: © Pakistan Journal of Medical Sciences https://creativecommons.org/licenses/by/3.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0 (https://creativecommons.org/licenses/by/3.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Lu, Weiguo Liu, Jiaming Luo, Man Xiao, Mingfeng Relationship between Monoclonal Gammopathy of undetermined significance and multiple myeloma via online database analysis |
title | Relationship between Monoclonal Gammopathy of undetermined significance and multiple myeloma via online database analysis |
title_full | Relationship between Monoclonal Gammopathy of undetermined significance and multiple myeloma via online database analysis |
title_fullStr | Relationship between Monoclonal Gammopathy of undetermined significance and multiple myeloma via online database analysis |
title_full_unstemmed | Relationship between Monoclonal Gammopathy of undetermined significance and multiple myeloma via online database analysis |
title_short | Relationship between Monoclonal Gammopathy of undetermined significance and multiple myeloma via online database analysis |
title_sort | relationship between monoclonal gammopathy of undetermined significance and multiple myeloma via online database analysis |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10214783/ https://www.ncbi.nlm.nih.gov/pubmed/37250588 http://dx.doi.org/10.12669/pjms.39.3.7206 |
work_keys_str_mv | AT luweiguo relationshipbetweenmonoclonalgammopathyofundeterminedsignificanceandmultiplemyelomaviaonlinedatabaseanalysis AT liujiaming relationshipbetweenmonoclonalgammopathyofundeterminedsignificanceandmultiplemyelomaviaonlinedatabaseanalysis AT luoman relationshipbetweenmonoclonalgammopathyofundeterminedsignificanceandmultiplemyelomaviaonlinedatabaseanalysis AT xiaomingfeng relationshipbetweenmonoclonalgammopathyofundeterminedsignificanceandmultiplemyelomaviaonlinedatabaseanalysis |