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Genetic Variants in Antineutrophil Cytoplasmic Antibody-Associated Vasculitis: A Bayesian Approach and Systematic Review

A number of genome-wide association studies (GWASs) and meta-analyses of genetic variants have been performed in antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis. We reinterpreted previous studies using false-positive report probability (FPRP) and Bayesian false discovery probability...

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Autores principales: Lee, Kwang Seob, Kronbichler, Andreas, Pereira Vasconcelos, Daniel Fernando, Pereira da Silva, Felipe Rodolfo, Ko, Younhee, Oh, Yeon Su, Eisenhut, Michael, Merkel, Peter A., Jayne, David, Amos, Christopher I., Siminovitch, Katherine A., Rahmattulla, Chinar, Lee, Keum Hwa, Shin, Jae Il
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6406345/
https://www.ncbi.nlm.nih.gov/pubmed/30795559
http://dx.doi.org/10.3390/jcm8020266
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author Lee, Kwang Seob
Kronbichler, Andreas
Pereira Vasconcelos, Daniel Fernando
Pereira da Silva, Felipe Rodolfo
Ko, Younhee
Oh, Yeon Su
Eisenhut, Michael
Merkel, Peter A.
Jayne, David
Amos, Christopher I.
Siminovitch, Katherine A.
Rahmattulla, Chinar
Lee, Keum Hwa
Shin, Jae Il
author_facet Lee, Kwang Seob
Kronbichler, Andreas
Pereira Vasconcelos, Daniel Fernando
Pereira da Silva, Felipe Rodolfo
Ko, Younhee
Oh, Yeon Su
Eisenhut, Michael
Merkel, Peter A.
Jayne, David
Amos, Christopher I.
Siminovitch, Katherine A.
Rahmattulla, Chinar
Lee, Keum Hwa
Shin, Jae Il
author_sort Lee, Kwang Seob
collection PubMed
description A number of genome-wide association studies (GWASs) and meta-analyses of genetic variants have been performed in antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis. We reinterpreted previous studies using false-positive report probability (FPRP) and Bayesian false discovery probability (BFDP). This study searched publications in PubMed and Excerpta Medica Database (EMBASE) up to February 2018. Identification of noteworthy associations were analyzed using FPRP and BFDP, and data (i.e., odds ratio (OR), 95% confidence interval (CI), p-value) related to significant associations were separately extracted. Using filtered gene variants, gene ontology (GO) enrichment analysis and protein–protein interaction (PPI) networks were performed. Overall, 241 articles were identified, and 7 were selected for analysis. Single nucleotide polymorphisms (SNPs) discovered by GWASs were shown to be noteworthy, whereas only 27% of significant results from meta-analyses of observational studies were noteworthy. Eighty-five percent of SNPs with borderline p-values (5.0 × 10(−8) < p < 0.05) in GWASs were found to be noteworthy. No overlapping SNPs were found between PR3-ANCA and MPO-ANCA vasculitis. GO analysis revealed immune-related GO terms, including “antigen processing and presentation of peptide or polysaccharide antigen via major histocompatibility complex (MHC) class II”, “interferon-gamma-mediated (IFN-γ) signaling pathway”. By using FPRP and BFDP, network analysis of noteworthy genetic variants discovered genetic risk factors associated with the IFN-γ pathway as novel mechanisms potentially implicated in the complex pathogenesis of ANCA-associated vasculitis.
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spelling pubmed-64063452019-03-22 Genetic Variants in Antineutrophil Cytoplasmic Antibody-Associated Vasculitis: A Bayesian Approach and Systematic Review Lee, Kwang Seob Kronbichler, Andreas Pereira Vasconcelos, Daniel Fernando Pereira da Silva, Felipe Rodolfo Ko, Younhee Oh, Yeon Su Eisenhut, Michael Merkel, Peter A. Jayne, David Amos, Christopher I. Siminovitch, Katherine A. Rahmattulla, Chinar Lee, Keum Hwa Shin, Jae Il J Clin Med Article A number of genome-wide association studies (GWASs) and meta-analyses of genetic variants have been performed in antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis. We reinterpreted previous studies using false-positive report probability (FPRP) and Bayesian false discovery probability (BFDP). This study searched publications in PubMed and Excerpta Medica Database (EMBASE) up to February 2018. Identification of noteworthy associations were analyzed using FPRP and BFDP, and data (i.e., odds ratio (OR), 95% confidence interval (CI), p-value) related to significant associations were separately extracted. Using filtered gene variants, gene ontology (GO) enrichment analysis and protein–protein interaction (PPI) networks were performed. Overall, 241 articles were identified, and 7 were selected for analysis. Single nucleotide polymorphisms (SNPs) discovered by GWASs were shown to be noteworthy, whereas only 27% of significant results from meta-analyses of observational studies were noteworthy. Eighty-five percent of SNPs with borderline p-values (5.0 × 10(−8) < p < 0.05) in GWASs were found to be noteworthy. No overlapping SNPs were found between PR3-ANCA and MPO-ANCA vasculitis. GO analysis revealed immune-related GO terms, including “antigen processing and presentation of peptide or polysaccharide antigen via major histocompatibility complex (MHC) class II”, “interferon-gamma-mediated (IFN-γ) signaling pathway”. By using FPRP and BFDP, network analysis of noteworthy genetic variants discovered genetic risk factors associated with the IFN-γ pathway as novel mechanisms potentially implicated in the complex pathogenesis of ANCA-associated vasculitis. MDPI 2019-02-21 /pmc/articles/PMC6406345/ /pubmed/30795559 http://dx.doi.org/10.3390/jcm8020266 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lee, Kwang Seob
Kronbichler, Andreas
Pereira Vasconcelos, Daniel Fernando
Pereira da Silva, Felipe Rodolfo
Ko, Younhee
Oh, Yeon Su
Eisenhut, Michael
Merkel, Peter A.
Jayne, David
Amos, Christopher I.
Siminovitch, Katherine A.
Rahmattulla, Chinar
Lee, Keum Hwa
Shin, Jae Il
Genetic Variants in Antineutrophil Cytoplasmic Antibody-Associated Vasculitis: A Bayesian Approach and Systematic Review
title Genetic Variants in Antineutrophil Cytoplasmic Antibody-Associated Vasculitis: A Bayesian Approach and Systematic Review
title_full Genetic Variants in Antineutrophil Cytoplasmic Antibody-Associated Vasculitis: A Bayesian Approach and Systematic Review
title_fullStr Genetic Variants in Antineutrophil Cytoplasmic Antibody-Associated Vasculitis: A Bayesian Approach and Systematic Review
title_full_unstemmed Genetic Variants in Antineutrophil Cytoplasmic Antibody-Associated Vasculitis: A Bayesian Approach and Systematic Review
title_short Genetic Variants in Antineutrophil Cytoplasmic Antibody-Associated Vasculitis: A Bayesian Approach and Systematic Review
title_sort genetic variants in antineutrophil cytoplasmic antibody-associated vasculitis: a bayesian approach and systematic review
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6406345/
https://www.ncbi.nlm.nih.gov/pubmed/30795559
http://dx.doi.org/10.3390/jcm8020266
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