Cargando…
Identifying TNF and IL6 as potential hub genes and targeted drugs associated with scleritis: A bio-informative report
BACKGROUND: Scleritis is a serious inflammatory eye disease that can lead to blindness. The etiology and pathogenesis of scleritis remain unclear, and increasing evidence indicates that some specific genes and proteins are involved. This study aimed to identify pivotal genes and drug targets for scl...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10102337/ https://www.ncbi.nlm.nih.gov/pubmed/37063831 http://dx.doi.org/10.3389/fimmu.2023.1098140 |
_version_ | 1785025673260171264 |
---|---|
author | Yan, Feiyue Liu, Yizong Zhang, Tianlu Shen, Yin |
author_facet | Yan, Feiyue Liu, Yizong Zhang, Tianlu Shen, Yin |
author_sort | Yan, Feiyue |
collection | PubMed |
description | BACKGROUND: Scleritis is a serious inflammatory eye disease that can lead to blindness. The etiology and pathogenesis of scleritis remain unclear, and increasing evidence indicates that some specific genes and proteins are involved. This study aimed to identify pivotal genes and drug targets for scleritis, thus providing new directions for the treatment of this disease. METHODS: We screened candidate genes and proteins associated with scleritis by text-mining the PubMed database using Python, and assessed their functions by using the DAVID database. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were used to identify the functional enrichment of these genes and proteins. Then, the hub genes were identified with CytoHubba and assessed by protein-protein interaction (PPI) network analysis. And the serum from patients with active scleritis and healthy subjects were used for the validation of hub genes. Finally, the DGIdb database was used to predict targeted drugs for the hub genes for treating scleritis. RESULTS: A total of 56 genes and proteins were found to be linked to scleritis, and 65 significantly altered pathways were identified in the KEGG analysis (FDR < 0.05). Most of the top five pathways involved the categories “Rheumatoid arthritis,” “Inflammatory bowel disease”, “Type I diabetes mellitus,” and “Graft-versus-host disease”. TNF and IL6 were considered to be the top 2 hub genes through CytoHubba. Based on our serum samples, hub genes are expressed at high levels in active scleritis. Five scleritis-targeting drugs were found among 88 identified drugs. CONCLUSIONS: This study provides key genes and drug targets related to scleritis through bioinformatics analysis. TNF and IL6 are considered key mediators and possible drug targets of scleritis. Five drug candidates may play an important role in the diagnosis and treatment of scleritis in the future, which is worthy of the further experimental and clinical study. |
format | Online Article Text |
id | pubmed-10102337 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-101023372023-04-15 Identifying TNF and IL6 as potential hub genes and targeted drugs associated with scleritis: A bio-informative report Yan, Feiyue Liu, Yizong Zhang, Tianlu Shen, Yin Front Immunol Immunology BACKGROUND: Scleritis is a serious inflammatory eye disease that can lead to blindness. The etiology and pathogenesis of scleritis remain unclear, and increasing evidence indicates that some specific genes and proteins are involved. This study aimed to identify pivotal genes and drug targets for scleritis, thus providing new directions for the treatment of this disease. METHODS: We screened candidate genes and proteins associated with scleritis by text-mining the PubMed database using Python, and assessed their functions by using the DAVID database. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were used to identify the functional enrichment of these genes and proteins. Then, the hub genes were identified with CytoHubba and assessed by protein-protein interaction (PPI) network analysis. And the serum from patients with active scleritis and healthy subjects were used for the validation of hub genes. Finally, the DGIdb database was used to predict targeted drugs for the hub genes for treating scleritis. RESULTS: A total of 56 genes and proteins were found to be linked to scleritis, and 65 significantly altered pathways were identified in the KEGG analysis (FDR < 0.05). Most of the top five pathways involved the categories “Rheumatoid arthritis,” “Inflammatory bowel disease”, “Type I diabetes mellitus,” and “Graft-versus-host disease”. TNF and IL6 were considered to be the top 2 hub genes through CytoHubba. Based on our serum samples, hub genes are expressed at high levels in active scleritis. Five scleritis-targeting drugs were found among 88 identified drugs. CONCLUSIONS: This study provides key genes and drug targets related to scleritis through bioinformatics analysis. TNF and IL6 are considered key mediators and possible drug targets of scleritis. Five drug candidates may play an important role in the diagnosis and treatment of scleritis in the future, which is worthy of the further experimental and clinical study. Frontiers Media S.A. 2023-03-31 /pmc/articles/PMC10102337/ /pubmed/37063831 http://dx.doi.org/10.3389/fimmu.2023.1098140 Text en Copyright © 2023 Yan, Liu, Zhang and Shen https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Yan, Feiyue Liu, Yizong Zhang, Tianlu Shen, Yin Identifying TNF and IL6 as potential hub genes and targeted drugs associated with scleritis: A bio-informative report |
title | Identifying TNF and IL6 as potential hub genes and targeted drugs associated with scleritis: A bio-informative report |
title_full | Identifying TNF and IL6 as potential hub genes and targeted drugs associated with scleritis: A bio-informative report |
title_fullStr | Identifying TNF and IL6 as potential hub genes and targeted drugs associated with scleritis: A bio-informative report |
title_full_unstemmed | Identifying TNF and IL6 as potential hub genes and targeted drugs associated with scleritis: A bio-informative report |
title_short | Identifying TNF and IL6 as potential hub genes and targeted drugs associated with scleritis: A bio-informative report |
title_sort | identifying tnf and il6 as potential hub genes and targeted drugs associated with scleritis: a bio-informative report |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10102337/ https://www.ncbi.nlm.nih.gov/pubmed/37063831 http://dx.doi.org/10.3389/fimmu.2023.1098140 |
work_keys_str_mv | AT yanfeiyue identifyingtnfandil6aspotentialhubgenesandtargeteddrugsassociatedwithscleritisabioinformativereport AT liuyizong identifyingtnfandil6aspotentialhubgenesandtargeteddrugsassociatedwithscleritisabioinformativereport AT zhangtianlu identifyingtnfandil6aspotentialhubgenesandtargeteddrugsassociatedwithscleritisabioinformativereport AT shenyin identifyingtnfandil6aspotentialhubgenesandtargeteddrugsassociatedwithscleritisabioinformativereport |