Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Rector, Ian, Owen, Katherine A, Bachali, Prathyusha, Hubbard, Erika, Yazdany, Jinoos, Dall'era, Maria, Grammer, Amrie C, Lipsky, Peter E
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2023
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
_version_ 1785106507866570752
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
work_keys_str_mv AT rectorian differentialregulationoftheinterferonresponseinsystemiclupuserythematosusdistinguishespatientsofasianancestry
AT owenkatherinea differentialregulationoftheinterferonresponseinsystemiclupuserythematosusdistinguishespatientsofasianancestry
AT bachaliprathyusha differentialregulationoftheinterferonresponseinsystemiclupuserythematosusdistinguishespatientsofasianancestry
AT hubbarderika differentialregulationoftheinterferonresponseinsystemiclupuserythematosusdistinguishespatientsofasianancestry
AT yazdanyjinoos differentialregulationoftheinterferonresponseinsystemiclupuserythematosusdistinguishespatientsofasianancestry
AT dalleramaria differentialregulationoftheinterferonresponseinsystemiclupuserythematosusdistinguishespatientsofasianancestry
AT grammeramriec differentialregulationoftheinterferonresponseinsystemiclupuserythematosusdistinguishespatientsofasianancestry
AT lipskypetere differentialregulationoftheinterferonresponseinsystemiclupuserythematosusdistinguishespatientsofasianancestry