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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
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.
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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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