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The genomic landscape of ANCA-associated vasculitis: Distinct transcriptional signatures, molecular endotypes and comparison with systemic lupus erythematosus

INTRODUCTION: Anti-neutrophil cytoplasmic antibody (ANCA)-associated vasculitides (AAVs) present with a complex phenotype and are associated with high mortality and multi-organ involvement. We sought to define the transcriptional landscape and molecular endotypes of AAVs and compare it to systemic l...

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Autores principales: Banos, Aggelos, Thomas, Konstantinos, Garantziotis, Panagiotis, Filia, Anastasia, Malissovas, Nikolaos, Pieta, Antigone, Nikolakis, Dimitrios, Panagiotopoulos, Alexandros G., Chalkia, Aglaia, Petras, Dimitrios, Bertsias, George, Boumpas, Dimitrios T., Vassilopoulos, Dimitrios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10083368/
https://www.ncbi.nlm.nih.gov/pubmed/37051253
http://dx.doi.org/10.3389/fimmu.2023.1072598
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author Banos, Aggelos
Thomas, Konstantinos
Garantziotis, Panagiotis
Filia, Anastasia
Malissovas, Nikolaos
Pieta, Antigone
Nikolakis, Dimitrios
Panagiotopoulos, Alexandros G.
Chalkia, Aglaia
Petras, Dimitrios
Bertsias, George
Boumpas, Dimitrios T.
Vassilopoulos, Dimitrios
author_facet Banos, Aggelos
Thomas, Konstantinos
Garantziotis, Panagiotis
Filia, Anastasia
Malissovas, Nikolaos
Pieta, Antigone
Nikolakis, Dimitrios
Panagiotopoulos, Alexandros G.
Chalkia, Aglaia
Petras, Dimitrios
Bertsias, George
Boumpas, Dimitrios T.
Vassilopoulos, Dimitrios
author_sort Banos, Aggelos
collection PubMed
description INTRODUCTION: Anti-neutrophil cytoplasmic antibody (ANCA)-associated vasculitides (AAVs) present with a complex phenotype and are associated with high mortality and multi-organ involvement. We sought to define the transcriptional landscape and molecular endotypes of AAVs and compare it to systemic lupus erythematosus (SLE). METHODS: We performed whole blood mRNA sequencing from 30 patients with AAV (granulomatosis with polyangiitis/GPA and microscopic polyangiitis/MPA) combined with functional enrichment and network analysis for aberrant pathways. Key genes and pathways were validated in an independent cohort of 18 AAV patients. Co-expression network and hierarchical clustering analysis, identified molecular endotypes. Multi-level transcriptional overlap analysis to SLE was based on our published data from 142 patients. RESULTS: We report here that “Pan-vasculitis” signature contained 1,982 differentially expressed genes, enriched in leukocyte differentiation, cytokine signaling, type I and type II IFN signaling and aberrant B-T cell immunity. Active disease was characterized by signatures linked to cell cycle checkpoints and metabolism pathways, whereas ANCA-positive patients exhibited a humoral immunity transcriptional fingerprint. Differential expression analysis of GPA and MPA yielded an IFN-g pathway (in addition to a type I IFN) in the former and aberrant expression of genes related to autophagy and mRNA splicing in the latter. Unsupervised molecular taxonomy analysis revealed four endotypes with neutrophil degranulation, aberrant metabolism and B-cell responses as potential mechanistic drivers. Transcriptional perturbations and molecular heterogeneity were more pronounced in SLE. Molecular analysis and data-driven clustering of AAV uncovered distinct transcriptional pathways that could be exploited for targeted therapy. DISCUSSION: We conclude that transcriptomic analysis of AAV reveals distinct endotypes and molecular pathways that could be targeted for therapy. The AAV transcriptome is more homogenous and less fragmented compared to the SLE which may account for its superior rates of response to therapy.
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spelling pubmed-100833682023-04-11 The genomic landscape of ANCA-associated vasculitis: Distinct transcriptional signatures, molecular endotypes and comparison with systemic lupus erythematosus Banos, Aggelos Thomas, Konstantinos Garantziotis, Panagiotis Filia, Anastasia Malissovas, Nikolaos Pieta, Antigone Nikolakis, Dimitrios Panagiotopoulos, Alexandros G. Chalkia, Aglaia Petras, Dimitrios Bertsias, George Boumpas, Dimitrios T. Vassilopoulos, Dimitrios Front Immunol Immunology INTRODUCTION: Anti-neutrophil cytoplasmic antibody (ANCA)-associated vasculitides (AAVs) present with a complex phenotype and are associated with high mortality and multi-organ involvement. We sought to define the transcriptional landscape and molecular endotypes of AAVs and compare it to systemic lupus erythematosus (SLE). METHODS: We performed whole blood mRNA sequencing from 30 patients with AAV (granulomatosis with polyangiitis/GPA and microscopic polyangiitis/MPA) combined with functional enrichment and network analysis for aberrant pathways. Key genes and pathways were validated in an independent cohort of 18 AAV patients. Co-expression network and hierarchical clustering analysis, identified molecular endotypes. Multi-level transcriptional overlap analysis to SLE was based on our published data from 142 patients. RESULTS: We report here that “Pan-vasculitis” signature contained 1,982 differentially expressed genes, enriched in leukocyte differentiation, cytokine signaling, type I and type II IFN signaling and aberrant B-T cell immunity. Active disease was characterized by signatures linked to cell cycle checkpoints and metabolism pathways, whereas ANCA-positive patients exhibited a humoral immunity transcriptional fingerprint. Differential expression analysis of GPA and MPA yielded an IFN-g pathway (in addition to a type I IFN) in the former and aberrant expression of genes related to autophagy and mRNA splicing in the latter. Unsupervised molecular taxonomy analysis revealed four endotypes with neutrophil degranulation, aberrant metabolism and B-cell responses as potential mechanistic drivers. Transcriptional perturbations and molecular heterogeneity were more pronounced in SLE. Molecular analysis and data-driven clustering of AAV uncovered distinct transcriptional pathways that could be exploited for targeted therapy. DISCUSSION: We conclude that transcriptomic analysis of AAV reveals distinct endotypes and molecular pathways that could be targeted for therapy. The AAV transcriptome is more homogenous and less fragmented compared to the SLE which may account for its superior rates of response to therapy. Frontiers Media S.A. 2023-03-27 /pmc/articles/PMC10083368/ /pubmed/37051253 http://dx.doi.org/10.3389/fimmu.2023.1072598 Text en Copyright © 2023 Banos, Thomas, Garantziotis, Filia, Malissovas, Pieta, Nikolakis, Panagiotopoulos, Chalkia, Petras, Bertsias, Boumpas and Vassilopoulos https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Immunology
Banos, Aggelos
Thomas, Konstantinos
Garantziotis, Panagiotis
Filia, Anastasia
Malissovas, Nikolaos
Pieta, Antigone
Nikolakis, Dimitrios
Panagiotopoulos, Alexandros G.
Chalkia, Aglaia
Petras, Dimitrios
Bertsias, George
Boumpas, Dimitrios T.
Vassilopoulos, Dimitrios
The genomic landscape of ANCA-associated vasculitis: Distinct transcriptional signatures, molecular endotypes and comparison with systemic lupus erythematosus
title The genomic landscape of ANCA-associated vasculitis: Distinct transcriptional signatures, molecular endotypes and comparison with systemic lupus erythematosus
title_full The genomic landscape of ANCA-associated vasculitis: Distinct transcriptional signatures, molecular endotypes and comparison with systemic lupus erythematosus
title_fullStr The genomic landscape of ANCA-associated vasculitis: Distinct transcriptional signatures, molecular endotypes and comparison with systemic lupus erythematosus
title_full_unstemmed The genomic landscape of ANCA-associated vasculitis: Distinct transcriptional signatures, molecular endotypes and comparison with systemic lupus erythematosus
title_short The genomic landscape of ANCA-associated vasculitis: Distinct transcriptional signatures, molecular endotypes and comparison with systemic lupus erythematosus
title_sort genomic landscape of anca-associated vasculitis: distinct transcriptional signatures, molecular endotypes and comparison with systemic lupus erythematosus
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10083368/
https://www.ncbi.nlm.nih.gov/pubmed/37051253
http://dx.doi.org/10.3389/fimmu.2023.1072598
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