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A genetic and proteomic comparison of key AD biomarkers across tissues

INTRODUCTION Plasma has been proposed as an alternative to cerebrospinal fluid (CSF) for measuring Alzheimer's disease (AD) biomarkers, but no studies have analyzed in detail which biofluid is more informative for genetics studies of AD. METHOD Eleven proteins associated with AD (α‐synuclein, a...

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Published in:Alzheimer's & dementia 2024-09, Vol.20 (9), p.6423-6440
Main Authors: Marsh, Thomas W., Western, Daniel, Timsina, Jigyasha, Gorijala, Priyanka, Yang, Chengran, Pastor, Pau, Liu, Menghan, Morris, John C., Bateman, Randall J., Schindler, Suzanne E., Sung, Yun Ju, Cruchaga, Carlos
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container_end_page 6440
container_issue 9
container_start_page 6423
container_title Alzheimer's & dementia
container_volume 20
creator Marsh, Thomas W.
Western, Daniel
Timsina, Jigyasha
Gorijala, Priyanka
Yang, Chengran
Pastor, Pau
Liu, Menghan
Morris, John C.
Bateman, Randall J.
Schindler, Suzanne E.
Sung, Yun Ju
Cruchaga, Carlos
description INTRODUCTION Plasma has been proposed as an alternative to cerebrospinal fluid (CSF) for measuring Alzheimer's disease (AD) biomarkers, but no studies have analyzed in detail which biofluid is more informative for genetics studies of AD. METHOD Eleven proteins associated with AD (α‐synuclein, apolipoprotein E [apoE], CLU, GFAP, GRN, NfL, NRGN, SNAP‐25, TREM2, VILIP‐1, YKL‐40) were assessed in plasma (n = 2317) and CSF (n = 3107). Both plasma and CSF genome‐wide association study (GWAS) analyses were performed for each protein, followed by functional annotation. Additional characterization for each biomarker included calculation of correlations and predictive power. RESULTS Eighteen plasma protein quantitative train loci (pQTLs) associated with 10 proteins and 16 CSF pQTLs associated with 9 proteins were identified. Plasma and CSF shared some genetic loci, but protein levels between tissues correlated weakly. CSF protein levels better associated with AD compared to plasma. DISCUSSION The present results indicate that CSF is more informative than plasma for genetic studies in AD. Highlights The identification of novel protein quantitative trait loci (pQTLs) in both plasma and cerebrospinal fluid (CSF). Plasma and CSF levels of neurodegeneration‐related proteins correlated weakly. CSF is more informative than plasma for genetic studies of Alzheimer's disease (AD). Neurofilament light (NfL), triggering receptor expressed on myeloid cells 2 (TREM2), and chitinase‐3‐like protein 1 (YKL‐40) tend to show relatively strong inter‐tissue associations. A novel signal in the apolipoprotein E (APOE) region was identified, which is an eQTL for APOC1.
doi_str_mv 10.1002/alz.14139
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METHOD Eleven proteins associated with AD (α‐synuclein, apolipoprotein E [apoE], CLU, GFAP, GRN, NfL, NRGN, SNAP‐25, TREM2, VILIP‐1, YKL‐40) were assessed in plasma (n = 2317) and CSF (n = 3107). Both plasma and CSF genome‐wide association study (GWAS) analyses were performed for each protein, followed by functional annotation. Additional characterization for each biomarker included calculation of correlations and predictive power. RESULTS Eighteen plasma protein quantitative train loci (pQTLs) associated with 10 proteins and 16 CSF pQTLs associated with 9 proteins were identified. Plasma and CSF shared some genetic loci, but protein levels between tissues correlated weakly. CSF protein levels better associated with AD compared to plasma. DISCUSSION The present results indicate that CSF is more informative than plasma for genetic studies in AD. Highlights The identification of novel protein quantitative trait loci (pQTLs) in both plasma and cerebrospinal fluid (CSF). Plasma and CSF levels of neurodegeneration‐related proteins correlated weakly. CSF is more informative than plasma for genetic studies of Alzheimer's disease (AD). Neurofilament light (NfL), triggering receptor expressed on myeloid cells 2 (TREM2), and chitinase‐3‐like protein 1 (YKL‐40) tend to show relatively strong inter‐tissue associations. A novel signal in the apolipoprotein E (APOE) region was identified, which is an eQTL for APOC1.</description><identifier>ISSN: 1552-5260</identifier><identifier>ISSN: 1552-5279</identifier><identifier>EISSN: 1552-5279</identifier><identifier>DOI: 10.1002/alz.14139</identifier><identifier>PMID: 39077866</identifier><language>eng</language><publisher>United States: John Wiley and Sons Inc</publisher><subject>Aged ; Alzheimer Disease - blood ; Alzheimer Disease - cerebrospinal fluid ; Alzheimer Disease - genetics ; Alzheimer's disease ; biomarkers ; Biomarkers - blood ; Biomarkers - cerebrospinal fluid ; CSF ; Female ; Genome-Wide Association Study ; genomics ; Humans ; Male ; neurodegenerative disease ; plasma ; protein quantitative trait loci ; Proteomics ; Quantitative Trait Loci</subject><ispartof>Alzheimer's &amp; dementia, 2024-09, Vol.20 (9), p.6423-6440</ispartof><rights>2024 The Author(s). published by Wiley Periodicals LLC on behalf of Alzheimer's Association.</rights><rights>2024 The Author(s). 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dementia</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Marsh, Thomas W.</au><au>Western, Daniel</au><au>Timsina, Jigyasha</au><au>Gorijala, Priyanka</au><au>Yang, Chengran</au><au>Pastor, Pau</au><au>Liu, Menghan</au><au>Morris, John C.</au><au>Bateman, Randall J.</au><au>Schindler, Suzanne E.</au><au>Sung, Yun Ju</au><au>Cruchaga, Carlos</au><aucorp>Dominantly Inherited Alzheimer Network</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A genetic and proteomic comparison of key AD biomarkers across tissues</atitle><jtitle>Alzheimer's &amp; dementia</jtitle><addtitle>Alzheimers Dement</addtitle><date>2024-09</date><risdate>2024</risdate><volume>20</volume><issue>9</issue><spage>6423</spage><epage>6440</epage><pages>6423-6440</pages><issn>1552-5260</issn><issn>1552-5279</issn><eissn>1552-5279</eissn><abstract>INTRODUCTION Plasma has been proposed as an alternative to cerebrospinal fluid (CSF) for measuring Alzheimer's disease (AD) biomarkers, but no studies have analyzed in detail which biofluid is more informative for genetics studies of AD. METHOD Eleven proteins associated with AD (α‐synuclein, apolipoprotein E [apoE], CLU, GFAP, GRN, NfL, NRGN, SNAP‐25, TREM2, VILIP‐1, YKL‐40) were assessed in plasma (n = 2317) and CSF (n = 3107). Both plasma and CSF genome‐wide association study (GWAS) analyses were performed for each protein, followed by functional annotation. Additional characterization for each biomarker included calculation of correlations and predictive power. RESULTS Eighteen plasma protein quantitative train loci (pQTLs) associated with 10 proteins and 16 CSF pQTLs associated with 9 proteins were identified. Plasma and CSF shared some genetic loci, but protein levels between tissues correlated weakly. CSF protein levels better associated with AD compared to plasma. DISCUSSION The present results indicate that CSF is more informative than plasma for genetic studies in AD. Highlights The identification of novel protein quantitative trait loci (pQTLs) in both plasma and cerebrospinal fluid (CSF). 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subjects Aged
Alzheimer Disease - blood
Alzheimer Disease - cerebrospinal fluid
Alzheimer Disease - genetics
Alzheimer's disease
biomarkers
Biomarkers - blood
Biomarkers - cerebrospinal fluid
CSF
Female
Genome-Wide Association Study
genomics
Humans
Male
neurodegenerative disease
plasma
protein quantitative trait loci
Proteomics
Quantitative Trait Loci
title A genetic and proteomic comparison of key AD biomarkers across tissues
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