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Epistasis analysis links immune cascades and cerebral amyloidosis
BACKGROUND: Several lines of evidence suggest the involvement of neuroinflammatory changes in Alzheimer’s disease (AD) pathophysiology such as amyloidosis and neurodegeneration. In fact, genome-wide association studies (GWAS) have shown a link between genes involved in neuroinflammation and AD. In o...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4666175/ https://www.ncbi.nlm.nih.gov/pubmed/26626881 http://dx.doi.org/10.1186/s12974-015-0436-z |
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author | Benedet, Andréa L. Labbe, Aurélie Lemay, Philippe Zimmer, Eduardo R. Pascoal, Tharick A. Leuzy, Antoine Mathotaarachchi, Sulantha Mohades, Sara Shin, Monica Dionne-Laporte, Alexandre Beaudry, Thomas Picard, Cynthia Gauthier, Serge Poirier, Judes Rouleau, Guy Rosa-Neto, Pedro |
author_facet | Benedet, Andréa L. Labbe, Aurélie Lemay, Philippe Zimmer, Eduardo R. Pascoal, Tharick A. Leuzy, Antoine Mathotaarachchi, Sulantha Mohades, Sara Shin, Monica Dionne-Laporte, Alexandre Beaudry, Thomas Picard, Cynthia Gauthier, Serge Poirier, Judes Rouleau, Guy Rosa-Neto, Pedro |
author_sort | Benedet, Andréa L. |
collection | PubMed |
description | BACKGROUND: Several lines of evidence suggest the involvement of neuroinflammatory changes in Alzheimer’s disease (AD) pathophysiology such as amyloidosis and neurodegeneration. In fact, genome-wide association studies (GWAS) have shown a link between genes involved in neuroinflammation and AD. In order to further investigate whether interactions between candidate genetic variances coding for neuroinflammatory molecules are associated with brain amyloid β (Aβ) fibrillary accumulation, we conducted an epistasis analysis on a pool of genes associated with molecular mediators of inflammation. METHODS: [(18)F]Florbetapir positron emission tomography (PET) imaging was employed to assess brain Aβ levels in 417 participants from ADNI-GO/2 and posteriorly 174 from ADNI-1. IL-1β, IL4, IL6, IL6r, IL10, IL12, IL18, C5, and C9 genes were chosen based on previous studies conducted in AD patients. Using the [(18)F]florbetapir standardized uptake value ratio (SUVR) as a quantitative measure of fibrillary Aβ, epistasis analyses were performed between two sets of markers of immune-related genes using gender, diagnosis, and apolipoprotein E (APOE) as covariates. Voxel-based analyses were also conducted. The results were corrected for multiple comparison tests. Cerebrospinal fluid (CSF) Aβ(1-42)/phosphorylated tau (p-tau) ratio concentrations were used to confirm such associations. RESULTS: Epistasis analysis unveiled two significant single nucleotide polymorphism (SNP)-SNP interactions (false discovery rate (FDR) threshold 0.1), both interactions between C9 gene (rs261752) and IL6r gene (rs4240872, rs7514452). In a combined sample, the interactions were confirmed (p ≤ 10–5) and associated with amyloid accumulation within cognitively normal and AD spectrum groups. Voxel-based analysis corroborated initial findings. CSF biomarker (Aβ(1-42)/p-tau) confirmed the genetic interaction. Additionally, rs4240872 and rs7514452 SNPs were shown to be associated with CSF and plasma concentrations of IL6r protein. CONCLUSIONS: Certain allele combinations involving IL6r and C9 genes are associated with Aβ burden in the brain. Hypothesis-driven search for epistasis is a valuable strategy for investigating imaging endophenotypes in complex neurodegenerative diseases. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12974-015-0436-z) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4666175 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-46661752015-12-02 Epistasis analysis links immune cascades and cerebral amyloidosis Benedet, Andréa L. Labbe, Aurélie Lemay, Philippe Zimmer, Eduardo R. Pascoal, Tharick A. Leuzy, Antoine Mathotaarachchi, Sulantha Mohades, Sara Shin, Monica Dionne-Laporte, Alexandre Beaudry, Thomas Picard, Cynthia Gauthier, Serge Poirier, Judes Rouleau, Guy Rosa-Neto, Pedro J Neuroinflammation Research BACKGROUND: Several lines of evidence suggest the involvement of neuroinflammatory changes in Alzheimer’s disease (AD) pathophysiology such as amyloidosis and neurodegeneration. In fact, genome-wide association studies (GWAS) have shown a link between genes involved in neuroinflammation and AD. In order to further investigate whether interactions between candidate genetic variances coding for neuroinflammatory molecules are associated with brain amyloid β (Aβ) fibrillary accumulation, we conducted an epistasis analysis on a pool of genes associated with molecular mediators of inflammation. METHODS: [(18)F]Florbetapir positron emission tomography (PET) imaging was employed to assess brain Aβ levels in 417 participants from ADNI-GO/2 and posteriorly 174 from ADNI-1. IL-1β, IL4, IL6, IL6r, IL10, IL12, IL18, C5, and C9 genes were chosen based on previous studies conducted in AD patients. Using the [(18)F]florbetapir standardized uptake value ratio (SUVR) as a quantitative measure of fibrillary Aβ, epistasis analyses were performed between two sets of markers of immune-related genes using gender, diagnosis, and apolipoprotein E (APOE) as covariates. Voxel-based analyses were also conducted. The results were corrected for multiple comparison tests. Cerebrospinal fluid (CSF) Aβ(1-42)/phosphorylated tau (p-tau) ratio concentrations were used to confirm such associations. RESULTS: Epistasis analysis unveiled two significant single nucleotide polymorphism (SNP)-SNP interactions (false discovery rate (FDR) threshold 0.1), both interactions between C9 gene (rs261752) and IL6r gene (rs4240872, rs7514452). In a combined sample, the interactions were confirmed (p ≤ 10–5) and associated with amyloid accumulation within cognitively normal and AD spectrum groups. Voxel-based analysis corroborated initial findings. CSF biomarker (Aβ(1-42)/p-tau) confirmed the genetic interaction. Additionally, rs4240872 and rs7514452 SNPs were shown to be associated with CSF and plasma concentrations of IL6r protein. CONCLUSIONS: Certain allele combinations involving IL6r and C9 genes are associated with Aβ burden in the brain. Hypothesis-driven search for epistasis is a valuable strategy for investigating imaging endophenotypes in complex neurodegenerative diseases. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12974-015-0436-z) contains supplementary material, which is available to authorized users. BioMed Central 2015-12-01 /pmc/articles/PMC4666175/ /pubmed/26626881 http://dx.doi.org/10.1186/s12974-015-0436-z Text en © Benedet et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Benedet, Andréa L. Labbe, Aurélie Lemay, Philippe Zimmer, Eduardo R. Pascoal, Tharick A. Leuzy, Antoine Mathotaarachchi, Sulantha Mohades, Sara Shin, Monica Dionne-Laporte, Alexandre Beaudry, Thomas Picard, Cynthia Gauthier, Serge Poirier, Judes Rouleau, Guy Rosa-Neto, Pedro Epistasis analysis links immune cascades and cerebral amyloidosis |
title | Epistasis analysis links immune cascades and cerebral amyloidosis |
title_full | Epistasis analysis links immune cascades and cerebral amyloidosis |
title_fullStr | Epistasis analysis links immune cascades and cerebral amyloidosis |
title_full_unstemmed | Epistasis analysis links immune cascades and cerebral amyloidosis |
title_short | Epistasis analysis links immune cascades and cerebral amyloidosis |
title_sort | epistasis analysis links immune cascades and cerebral amyloidosis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4666175/ https://www.ncbi.nlm.nih.gov/pubmed/26626881 http://dx.doi.org/10.1186/s12974-015-0436-z |
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