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...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Huiyan, Yang, Pingting
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