Cargando…
Functional genomics implicates natural killer cells as potential key drivers in the pathogenesis of ankylosing spondylitis
OBJECTIVE: Multiple lines of evidence indicate that ankylosing spondylitis (AS) is a lymphocyte-driven disease. However, which lymphocyte populations are critical in AS pathogenesis is not known. In this study, we aimed to identify the key cell types mediating the genetic risk in AS using an unbiase...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10557806/ https://www.ncbi.nlm.nih.gov/pubmed/37808698 http://dx.doi.org/10.1101/2023.09.21.23295912 |
_version_ | 1785117152546652160 |
---|---|
author | Chiñas, Marcos Fernandez-Salinas, Daniela Aguiar, Vitor R. C. Nieto-Caballero, Victor E. Lefton, Micah Nigrovic, Peter A. Ermann, Joerg Gutierrez-Arcelus, Maria |
author_facet | Chiñas, Marcos Fernandez-Salinas, Daniela Aguiar, Vitor R. C. Nieto-Caballero, Victor E. Lefton, Micah Nigrovic, Peter A. Ermann, Joerg Gutierrez-Arcelus, Maria |
author_sort | Chiñas, Marcos |
collection | PubMed |
description | OBJECTIVE: Multiple lines of evidence indicate that ankylosing spondylitis (AS) is a lymphocyte-driven disease. However, which lymphocyte populations are critical in AS pathogenesis is not known. In this study, we aimed to identify the key cell types mediating the genetic risk in AS using an unbiased integrative functional genomics approach. METHODS: We integrated GWAS data with epigenomic and transcriptomic datasets of immune cells in healthy humans. To quantify enrichment of cell type-specific open chromatin regions or gene expression in AS risk loci, we used three published methods which have identified cell types for other diseases. Additionally, we performed co-localization analyses between GWAS risk loci and genetic variants associated with gene expression (eQTL) to find putative target genes of AS risk variants. RESULTS: Natural killer (NK) cell-specific open chromatin regions are significantly enriched in heritability for AS, compared to other immune cell types such as T cells, B cells, and monocytes. This finding was consistent between two AS GWAS. Using RNA-seq data, we validated that genes in AS risk loci are enriched in NK cell-specific gene expression. Expression levels of AS-associated genes, such as RUNX3, TBX21, TNFRSF1A, and NPEPPS, were found to be highest in NK cells compared to five T cell subsets. Using the human Space-Time Gut Cell Atlas we found significant upregulation of AS-associated genes predominantly in NK cells. Co-localization analysis revealed four AS risk loci affecting regulation of candidate target genes in NK cells: two known loci, ERAP1 and TNFRSF1A, and two under-studied loci, ENTR1 (aka SDCCAG3) and B3GNT2. CONCLUSION: Our results point to NK cells as potential key drivers in the development of AS and highlight four putative target genes for functional follow-up in NK cells. |
format | Online Article Text |
id | pubmed-10557806 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-105578062023-10-07 Functional genomics implicates natural killer cells as potential key drivers in the pathogenesis of ankylosing spondylitis Chiñas, Marcos Fernandez-Salinas, Daniela Aguiar, Vitor R. C. Nieto-Caballero, Victor E. Lefton, Micah Nigrovic, Peter A. Ermann, Joerg Gutierrez-Arcelus, Maria medRxiv Article OBJECTIVE: Multiple lines of evidence indicate that ankylosing spondylitis (AS) is a lymphocyte-driven disease. However, which lymphocyte populations are critical in AS pathogenesis is not known. In this study, we aimed to identify the key cell types mediating the genetic risk in AS using an unbiased integrative functional genomics approach. METHODS: We integrated GWAS data with epigenomic and transcriptomic datasets of immune cells in healthy humans. To quantify enrichment of cell type-specific open chromatin regions or gene expression in AS risk loci, we used three published methods which have identified cell types for other diseases. Additionally, we performed co-localization analyses between GWAS risk loci and genetic variants associated with gene expression (eQTL) to find putative target genes of AS risk variants. RESULTS: Natural killer (NK) cell-specific open chromatin regions are significantly enriched in heritability for AS, compared to other immune cell types such as T cells, B cells, and monocytes. This finding was consistent between two AS GWAS. Using RNA-seq data, we validated that genes in AS risk loci are enriched in NK cell-specific gene expression. Expression levels of AS-associated genes, such as RUNX3, TBX21, TNFRSF1A, and NPEPPS, were found to be highest in NK cells compared to five T cell subsets. Using the human Space-Time Gut Cell Atlas we found significant upregulation of AS-associated genes predominantly in NK cells. Co-localization analysis revealed four AS risk loci affecting regulation of candidate target genes in NK cells: two known loci, ERAP1 and TNFRSF1A, and two under-studied loci, ENTR1 (aka SDCCAG3) and B3GNT2. CONCLUSION: Our results point to NK cells as potential key drivers in the development of AS and highlight four putative target genes for functional follow-up in NK cells. Cold Spring Harbor Laboratory 2023-09-26 /pmc/articles/PMC10557806/ /pubmed/37808698 http://dx.doi.org/10.1101/2023.09.21.23295912 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Chiñas, Marcos Fernandez-Salinas, Daniela Aguiar, Vitor R. C. Nieto-Caballero, Victor E. Lefton, Micah Nigrovic, Peter A. Ermann, Joerg Gutierrez-Arcelus, Maria Functional genomics implicates natural killer cells as potential key drivers in the pathogenesis of ankylosing spondylitis |
title | Functional genomics implicates natural killer cells as potential key drivers in the pathogenesis of ankylosing spondylitis |
title_full | Functional genomics implicates natural killer cells as potential key drivers in the pathogenesis of ankylosing spondylitis |
title_fullStr | Functional genomics implicates natural killer cells as potential key drivers in the pathogenesis of ankylosing spondylitis |
title_full_unstemmed | Functional genomics implicates natural killer cells as potential key drivers in the pathogenesis of ankylosing spondylitis |
title_short | Functional genomics implicates natural killer cells as potential key drivers in the pathogenesis of ankylosing spondylitis |
title_sort | functional genomics implicates natural killer cells as potential key drivers in the pathogenesis of ankylosing spondylitis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10557806/ https://www.ncbi.nlm.nih.gov/pubmed/37808698 http://dx.doi.org/10.1101/2023.09.21.23295912 |
work_keys_str_mv | AT chinasmarcos functionalgenomicsimplicatesnaturalkillercellsaspotentialkeydriversinthepathogenesisofankylosingspondylitis AT fernandezsalinasdaniela functionalgenomicsimplicatesnaturalkillercellsaspotentialkeydriversinthepathogenesisofankylosingspondylitis AT aguiarvitorrc functionalgenomicsimplicatesnaturalkillercellsaspotentialkeydriversinthepathogenesisofankylosingspondylitis AT nietocaballerovictore functionalgenomicsimplicatesnaturalkillercellsaspotentialkeydriversinthepathogenesisofankylosingspondylitis AT leftonmicah functionalgenomicsimplicatesnaturalkillercellsaspotentialkeydriversinthepathogenesisofankylosingspondylitis AT nigrovicpetera functionalgenomicsimplicatesnaturalkillercellsaspotentialkeydriversinthepathogenesisofankylosingspondylitis AT ermannjoerg functionalgenomicsimplicatesnaturalkillercellsaspotentialkeydriversinthepathogenesisofankylosingspondylitis AT gutierrezarcelusmaria functionalgenomicsimplicatesnaturalkillercellsaspotentialkeydriversinthepathogenesisofankylosingspondylitis |