Cargando…
Identification of biomarkers related to neutrophils and two molecular subtypes of systemic lupus erythematosus
BACKGROUND: Systemic lupus erythematosus (SLE), an autoimmune disease with complex pathogenesis, poses a considerable threat to women’s health. Increasing evidence indicates that neutrophils play an important role in the development and progression of lupus. METHODS: Weighted correlation network ana...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9297641/ https://www.ncbi.nlm.nih.gov/pubmed/35858908 http://dx.doi.org/10.1186/s12920-022-01306-9 |
_version_ | 1784750517787820032 |
---|---|
author | Li, Huiyan Yang, Pingting |
author_facet | Li, Huiyan Yang, Pingting |
author_sort | Li, Huiyan |
collection | PubMed |
description | BACKGROUND: Systemic lupus erythematosus (SLE), an autoimmune disease with complex pathogenesis, poses a considerable threat to women’s health. Increasing evidence indicates that neutrophils play an important role in the development and progression of lupus. METHODS: Weighted correlation network analysis and single-sample gene set enrichment analysis (GSEA) were used to analyse SLE expression data from a comprehensive gene expression database and identify modules associated with neutrophils. Thereafter, the biomarkers most closely related to neutrophils were identified. We reclassified SLE into two molecular subtypes based on the aforementioned biomarkers and evaluated cell infiltration, molecular mechanisms, and signature pathways in each subtype. RESULTS: The results showed significant differences in immunological characteristics between the two molecular subtypes of SLE. Hub genes were significantly upregulated in the NEUT-H subtype, and they may be associated with lupus activity. The GSEA revealed associations between our biomarkers and key metabolic pathways. CONCLUSIONS: Our study provides not only a classification for patients with SLE but also new cell and gene targets for immunotherapy, as well as a new experimental paradigm to explore immunotherapy for other autoimmune diseases. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-022-01306-9. |
format | Online Article Text |
id | pubmed-9297641 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-92976412022-07-21 Identification of biomarkers related to neutrophils and two molecular subtypes of systemic lupus erythematosus Li, Huiyan Yang, Pingting BMC Med Genomics Research BACKGROUND: Systemic lupus erythematosus (SLE), an autoimmune disease with complex pathogenesis, poses a considerable threat to women’s health. Increasing evidence indicates that neutrophils play an important role in the development and progression of lupus. METHODS: Weighted correlation network analysis and single-sample gene set enrichment analysis (GSEA) were used to analyse SLE expression data from a comprehensive gene expression database and identify modules associated with neutrophils. Thereafter, the biomarkers most closely related to neutrophils were identified. We reclassified SLE into two molecular subtypes based on the aforementioned biomarkers and evaluated cell infiltration, molecular mechanisms, and signature pathways in each subtype. RESULTS: The results showed significant differences in immunological characteristics between the two molecular subtypes of SLE. Hub genes were significantly upregulated in the NEUT-H subtype, and they may be associated with lupus activity. The GSEA revealed associations between our biomarkers and key metabolic pathways. CONCLUSIONS: Our study provides not only a classification for patients with SLE but also new cell and gene targets for immunotherapy, as well as a new experimental paradigm to explore immunotherapy for other autoimmune diseases. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-022-01306-9. BioMed Central 2022-07-20 /pmc/articles/PMC9297641/ /pubmed/35858908 http://dx.doi.org/10.1186/s12920-022-01306-9 Text en © The Author(s) 2022 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, Huiyan Yang, Pingting Identification of biomarkers related to neutrophils and two molecular subtypes of systemic lupus erythematosus |
title | Identification of biomarkers related to neutrophils and two molecular subtypes of systemic lupus erythematosus |
title_full | Identification of biomarkers related to neutrophils and two molecular subtypes of systemic lupus erythematosus |
title_fullStr | Identification of biomarkers related to neutrophils and two molecular subtypes of systemic lupus erythematosus |
title_full_unstemmed | Identification of biomarkers related to neutrophils and two molecular subtypes of systemic lupus erythematosus |
title_short | Identification of biomarkers related to neutrophils and two molecular subtypes of systemic lupus erythematosus |
title_sort | identification of biomarkers related to neutrophils and two molecular subtypes of systemic lupus erythematosus |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9297641/ https://www.ncbi.nlm.nih.gov/pubmed/35858908 http://dx.doi.org/10.1186/s12920-022-01306-9 |
work_keys_str_mv | AT lihuiyan identificationofbiomarkersrelatedtoneutrophilsandtwomolecularsubtypesofsystemiclupuserythematosus AT yangpingting identificationofbiomarkersrelatedtoneutrophilsandtwomolecularsubtypesofsystemiclupuserythematosus |