Cargando…
Identification of novel immune subtypes and potential hub genes of patients with psoriasis
BACKGROUND: Psoriasis is a common, chronic and relapsing immune-related inflammatory dermal disease. Patients with psoriasis suffering from the recurrences is mainly caused by immune response disorder. Thus, our study is aimed to identify novel immune subtypes and select targeted drugs for the preci...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9993638/ https://www.ncbi.nlm.nih.gov/pubmed/36890558 http://dx.doi.org/10.1186/s12967-023-03923-z |
_version_ | 1784902554111442944 |
---|---|
author | Li, Yingxi Li, Lin Tian, Yao Luo, Jing Huang, Junkai Zhang, Litao Zhang, Junling Li, Xiaoxia Hu, Lizhi |
author_facet | Li, Yingxi Li, Lin Tian, Yao Luo, Jing Huang, Junkai Zhang, Litao Zhang, Junling Li, Xiaoxia Hu, Lizhi |
author_sort | Li, Yingxi |
collection | PubMed |
description | BACKGROUND: Psoriasis is a common, chronic and relapsing immune-related inflammatory dermal disease. Patients with psoriasis suffering from the recurrences is mainly caused by immune response disorder. Thus, our study is aimed to identify novel immune subtypes and select targeted drugs for the precision therapy in different subtypes of psoriasis. METHODS: Differentially expressed genes of psoriasis were identified from the Gene Expression Omnibus database. Functional and disease enrichment were performed by Gene Set Enrichment Analysis and Disease Ontology Semantic and Enrichment analysis. Hub genes of psoriasis were selected from protein–protein interaction networks using Metascape database. The expression of hub genes was validated in human psoriasis samples by RT-qPCR and immunohistochemistry. Further, novel immune subtypes of psoriasis were identified by ConsensusClusterPlus package and its association with hub genes were calculated. Immune infiltration analysis was performed, and its candidate drugs were evaluated by Connectivity Map analysis. RESULTS: 182 differentially expressed genes of psoriasis were identified from GSE14905 cohort, in which 99 genes were significantly up-regulated and 83 genes were down-regulated. We then conducted functional and disease enrichment in up-regulated genes of psoriasis. Five potential hub genes of psoriasis were obtained, including SOD2, PGD, PPIF, GYS1 and AHCY. The high expression of hub genes was validated in human psoriasis samples. Notably, two novel immune subtypes of psoriasis were determined and defined as C1 and C2. Bioinformatic analysis showed C1 and C2 had different enrichment in immune cells. Further, candidate drugs and mechanism of action that applicable to different subtypes were evaluated. CONCLUSIONS: Our study identified two novel immune subtypes and five potential hub genes of psoriasis. These findings might give insight into the pathogenesis of psoriasis and provide effective immunotherapy regimens for the precise treatment of psoriasis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-03923-z. |
format | Online Article Text |
id | pubmed-9993638 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99936382023-03-09 Identification of novel immune subtypes and potential hub genes of patients with psoriasis Li, Yingxi Li, Lin Tian, Yao Luo, Jing Huang, Junkai Zhang, Litao Zhang, Junling Li, Xiaoxia Hu, Lizhi J Transl Med Research BACKGROUND: Psoriasis is a common, chronic and relapsing immune-related inflammatory dermal disease. Patients with psoriasis suffering from the recurrences is mainly caused by immune response disorder. Thus, our study is aimed to identify novel immune subtypes and select targeted drugs for the precision therapy in different subtypes of psoriasis. METHODS: Differentially expressed genes of psoriasis were identified from the Gene Expression Omnibus database. Functional and disease enrichment were performed by Gene Set Enrichment Analysis and Disease Ontology Semantic and Enrichment analysis. Hub genes of psoriasis were selected from protein–protein interaction networks using Metascape database. The expression of hub genes was validated in human psoriasis samples by RT-qPCR and immunohistochemistry. Further, novel immune subtypes of psoriasis were identified by ConsensusClusterPlus package and its association with hub genes were calculated. Immune infiltration analysis was performed, and its candidate drugs were evaluated by Connectivity Map analysis. RESULTS: 182 differentially expressed genes of psoriasis were identified from GSE14905 cohort, in which 99 genes were significantly up-regulated and 83 genes were down-regulated. We then conducted functional and disease enrichment in up-regulated genes of psoriasis. Five potential hub genes of psoriasis were obtained, including SOD2, PGD, PPIF, GYS1 and AHCY. The high expression of hub genes was validated in human psoriasis samples. Notably, two novel immune subtypes of psoriasis were determined and defined as C1 and C2. Bioinformatic analysis showed C1 and C2 had different enrichment in immune cells. Further, candidate drugs and mechanism of action that applicable to different subtypes were evaluated. CONCLUSIONS: Our study identified two novel immune subtypes and five potential hub genes of psoriasis. These findings might give insight into the pathogenesis of psoriasis and provide effective immunotherapy regimens for the precise treatment of psoriasis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-03923-z. BioMed Central 2023-03-08 /pmc/articles/PMC9993638/ /pubmed/36890558 http://dx.doi.org/10.1186/s12967-023-03923-z Text en © The Author(s) 2023 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 Li, Yingxi Li, Lin Tian, Yao Luo, Jing Huang, Junkai Zhang, Litao Zhang, Junling Li, Xiaoxia Hu, Lizhi Identification of novel immune subtypes and potential hub genes of patients with psoriasis |
title | Identification of novel immune subtypes and potential hub genes of patients with psoriasis |
title_full | Identification of novel immune subtypes and potential hub genes of patients with psoriasis |
title_fullStr | Identification of novel immune subtypes and potential hub genes of patients with psoriasis |
title_full_unstemmed | Identification of novel immune subtypes and potential hub genes of patients with psoriasis |
title_short | Identification of novel immune subtypes and potential hub genes of patients with psoriasis |
title_sort | identification of novel immune subtypes and potential hub genes of patients with psoriasis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9993638/ https://www.ncbi.nlm.nih.gov/pubmed/36890558 http://dx.doi.org/10.1186/s12967-023-03923-z |
work_keys_str_mv | AT liyingxi identificationofnovelimmunesubtypesandpotentialhubgenesofpatientswithpsoriasis AT lilin identificationofnovelimmunesubtypesandpotentialhubgenesofpatientswithpsoriasis AT tianyao identificationofnovelimmunesubtypesandpotentialhubgenesofpatientswithpsoriasis AT luojing identificationofnovelimmunesubtypesandpotentialhubgenesofpatientswithpsoriasis AT huangjunkai identificationofnovelimmunesubtypesandpotentialhubgenesofpatientswithpsoriasis AT zhanglitao identificationofnovelimmunesubtypesandpotentialhubgenesofpatientswithpsoriasis AT zhangjunling identificationofnovelimmunesubtypesandpotentialhubgenesofpatientswithpsoriasis AT lixiaoxia identificationofnovelimmunesubtypesandpotentialhubgenesofpatientswithpsoriasis AT hulizhi identificationofnovelimmunesubtypesandpotentialhubgenesofpatientswithpsoriasis |