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Differential regulation of the interferon response in systemic lupus erythematosus distinguishes patients of Asian ancestry
OBJECTIVES: Type I interferon (IFN) plays a role in the pathogenesis of systemic lupus erythematosus (SLE), but insufficient attention has been directed to the differences in IFN responses between ancestral populations. Here, we explored the expression of the interferon gene signatures (IGSs) in SLE...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10503349/ https://www.ncbi.nlm.nih.gov/pubmed/37709528 http://dx.doi.org/10.1136/rmdopen-2023-003475 |
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author | Rector, Ian Owen, Katherine A Bachali, Prathyusha Hubbard, Erika Yazdany, Jinoos Dall'era, Maria Grammer, Amrie C Lipsky, Peter E |
author_facet | Rector, Ian Owen, Katherine A Bachali, Prathyusha Hubbard, Erika Yazdany, Jinoos Dall'era, Maria Grammer, Amrie C Lipsky, Peter E |
author_sort | Rector, Ian |
collection | PubMed |
description | OBJECTIVES: Type I interferon (IFN) plays a role in the pathogenesis of systemic lupus erythematosus (SLE), but insufficient attention has been directed to the differences in IFN responses between ancestral populations. Here, we explored the expression of the interferon gene signatures (IGSs) in SLE patients of European ancestry (EA) and Asian ancestry (AsA). METHODS: We used gene set variation analysis with multiple IGS encompassing the response to both type 1 and type 2 IFN in isolated CD14+ monocytes, CD19+B cells, CD4+T cells and Natural Killer (NK) cells from patients with SLE stratified by self-identified ancestry. The expression of genes upstream of the IGS and influenced by lupus-associated risk alleles was also examined. Lastly, we employed machine learning (ML) models to assess the most important features classifying patients by disease activity. RESULTS: AsA patients with SLE exhibited greater enrichment in the IFN core and IFNA2 IGS compared with EA patients in all cell types examined and, in the presence and absence of autoantibodies. Overall, AsA patients with SLE demonstrated higher expression of genes upstream of the IGS than EA counterparts. ML with feature importance analysis indicated that IGS expression in NK cells, anti-dsDNA, complement levels and AsA status contributed to disease activity. CONCLUSIONS: AsA patients with SLE exhibited higher IGS than EA patients in all cell types regardless of autoantibody status, with enhanced expression of genetically associated genes upstream of the IGS potentially contributing. AsA, along with the IGS in NK cells, anti-dsDNA and complement, independently influenced SLE disease activity. |
format | Online Article Text |
id | pubmed-10503349 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-105033492023-09-16 Differential regulation of the interferon response in systemic lupus erythematosus distinguishes patients of Asian ancestry Rector, Ian Owen, Katherine A Bachali, Prathyusha Hubbard, Erika Yazdany, Jinoos Dall'era, Maria Grammer, Amrie C Lipsky, Peter E RMD Open Lupus OBJECTIVES: Type I interferon (IFN) plays a role in the pathogenesis of systemic lupus erythematosus (SLE), but insufficient attention has been directed to the differences in IFN responses between ancestral populations. Here, we explored the expression of the interferon gene signatures (IGSs) in SLE patients of European ancestry (EA) and Asian ancestry (AsA). METHODS: We used gene set variation analysis with multiple IGS encompassing the response to both type 1 and type 2 IFN in isolated CD14+ monocytes, CD19+B cells, CD4+T cells and Natural Killer (NK) cells from patients with SLE stratified by self-identified ancestry. The expression of genes upstream of the IGS and influenced by lupus-associated risk alleles was also examined. Lastly, we employed machine learning (ML) models to assess the most important features classifying patients by disease activity. RESULTS: AsA patients with SLE exhibited greater enrichment in the IFN core and IFNA2 IGS compared with EA patients in all cell types examined and, in the presence and absence of autoantibodies. Overall, AsA patients with SLE demonstrated higher expression of genes upstream of the IGS than EA counterparts. ML with feature importance analysis indicated that IGS expression in NK cells, anti-dsDNA, complement levels and AsA status contributed to disease activity. CONCLUSIONS: AsA patients with SLE exhibited higher IGS than EA patients in all cell types regardless of autoantibody status, with enhanced expression of genetically associated genes upstream of the IGS potentially contributing. AsA, along with the IGS in NK cells, anti-dsDNA and complement, independently influenced SLE disease activity. BMJ Publishing Group 2023-09-14 /pmc/articles/PMC10503349/ /pubmed/37709528 http://dx.doi.org/10.1136/rmdopen-2023-003475 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Lupus Rector, Ian Owen, Katherine A Bachali, Prathyusha Hubbard, Erika Yazdany, Jinoos Dall'era, Maria Grammer, Amrie C Lipsky, Peter E Differential regulation of the interferon response in systemic lupus erythematosus distinguishes patients of Asian ancestry |
title | Differential regulation of the interferon response in systemic lupus erythematosus distinguishes patients of Asian ancestry |
title_full | Differential regulation of the interferon response in systemic lupus erythematosus distinguishes patients of Asian ancestry |
title_fullStr | Differential regulation of the interferon response in systemic lupus erythematosus distinguishes patients of Asian ancestry |
title_full_unstemmed | Differential regulation of the interferon response in systemic lupus erythematosus distinguishes patients of Asian ancestry |
title_short | Differential regulation of the interferon response in systemic lupus erythematosus distinguishes patients of Asian ancestry |
title_sort | differential regulation of the interferon response in systemic lupus erythematosus distinguishes patients of asian ancestry |
topic | Lupus |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10503349/ https://www.ncbi.nlm.nih.gov/pubmed/37709528 http://dx.doi.org/10.1136/rmdopen-2023-003475 |
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