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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 |
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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 |
format | article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_11633343</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3086066537</sourcerecordid><originalsourceid>FETCH-LOGICAL-c3069-6a2c538dda6d65c7a8a166b951d7b20bc6d23f489d3309707d90c27f84b832f63</originalsourceid><addsrcrecordid>eNp1kEFPwyAYhonROJ0e_AOGox66QSnQnswynZos8aIXL4QCnbi2VOg089db17nowRMQnjzf-70AnGE0wgjFY1l-jnCCSbYHjjClcURjnu3v7gwNwHEIrwglKMX0EAxIhjhPGTsCswlcmNq0VkFZa9h41xpXdS_lqkZ6G1wNXQGXZg0n1zC3rpJ-aXyAUnkXAmxtCCsTTsBBIctgTrfnEDzNbh6nd9H84fZ-OplHiiCWRUzGipJUa8k0o4rLVGLG8oxizfMY5YrpmBRJmmlCUMYR1xlSMS_SJE9JXDAyBFe9t1nlldHK1K2XpWi87XKthZNW_P2p7YtYuHeBMSOEJKQzXGwN3r11yVtR2aBMWcrauFUQBKUMMUYJ79DLHt2s6k2xm4OR-C5edMWLTfEde_472I78aboDxj3wYUuz_t8kJvPnXvkF9KGNQA</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3086066537</pqid></control><display><type>article</type><title>A genetic and proteomic comparison of key AD biomarkers across tissues</title><source>Publicly Available Content Database</source><source>Wiley Open Access</source><source>PubMed Central</source><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</creator><creatorcontrib>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 ; Dominantly Inherited Alzheimer Network</creatorcontrib><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.</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 & 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). Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3069-6a2c538dda6d65c7a8a166b951d7b20bc6d23f489d3309707d90c27f84b832f63</cites><orcidid>0000-0001-8565-3788 ; 0000-0002-0276-2899</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11633343/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11633343/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,11562,27924,27925,37013,46052,46476,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39077866$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Marsh, Thomas W.</creatorcontrib><creatorcontrib>Western, Daniel</creatorcontrib><creatorcontrib>Timsina, Jigyasha</creatorcontrib><creatorcontrib>Gorijala, Priyanka</creatorcontrib><creatorcontrib>Yang, Chengran</creatorcontrib><creatorcontrib>Pastor, Pau</creatorcontrib><creatorcontrib>Liu, Menghan</creatorcontrib><creatorcontrib>Morris, John C.</creatorcontrib><creatorcontrib>Bateman, Randall J.</creatorcontrib><creatorcontrib>Schindler, Suzanne E.</creatorcontrib><creatorcontrib>Sung, Yun Ju</creatorcontrib><creatorcontrib>Cruchaga, Carlos</creatorcontrib><creatorcontrib>Dominantly Inherited Alzheimer Network</creatorcontrib><title>A genetic and proteomic comparison of key AD biomarkers across tissues</title><title>Alzheimer's & dementia</title><addtitle>Alzheimers Dement</addtitle><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.</description><subject>Aged</subject><subject>Alzheimer Disease - blood</subject><subject>Alzheimer Disease - cerebrospinal fluid</subject><subject>Alzheimer Disease - genetics</subject><subject>Alzheimer's disease</subject><subject>biomarkers</subject><subject>Biomarkers - blood</subject><subject>Biomarkers - cerebrospinal fluid</subject><subject>CSF</subject><subject>Female</subject><subject>Genome-Wide Association Study</subject><subject>genomics</subject><subject>Humans</subject><subject>Male</subject><subject>neurodegenerative disease</subject><subject>plasma</subject><subject>protein quantitative trait loci</subject><subject>Proteomics</subject><subject>Quantitative Trait Loci</subject><issn>1552-5260</issn><issn>1552-5279</issn><issn>1552-5279</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><recordid>eNp1kEFPwyAYhonROJ0e_AOGox66QSnQnswynZos8aIXL4QCnbi2VOg089db17nowRMQnjzf-70AnGE0wgjFY1l-jnCCSbYHjjClcURjnu3v7gwNwHEIrwglKMX0EAxIhjhPGTsCswlcmNq0VkFZa9h41xpXdS_lqkZ6G1wNXQGXZg0n1zC3rpJ-aXyAUnkXAmxtCCsTTsBBIctgTrfnEDzNbh6nd9H84fZ-OplHiiCWRUzGipJUa8k0o4rLVGLG8oxizfMY5YrpmBRJmmlCUMYR1xlSMS_SJE9JXDAyBFe9t1nlldHK1K2XpWi87XKthZNW_P2p7YtYuHeBMSOEJKQzXGwN3r11yVtR2aBMWcrauFUQBKUMMUYJ79DLHt2s6k2xm4OR-C5edMWLTfEde_472I78aboDxj3wYUuz_t8kJvPnXvkF9KGNQA</recordid><startdate>202409</startdate><enddate>202409</enddate><creator>Marsh, Thomas W.</creator><creator>Western, Daniel</creator><creator>Timsina, Jigyasha</creator><creator>Gorijala, Priyanka</creator><creator>Yang, Chengran</creator><creator>Pastor, Pau</creator><creator>Liu, Menghan</creator><creator>Morris, John C.</creator><creator>Bateman, Randall J.</creator><creator>Schindler, Suzanne E.</creator><creator>Sung, Yun Ju</creator><creator>Cruchaga, Carlos</creator><general>John Wiley and Sons Inc</general><scope>24P</scope><scope>WIN</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-8565-3788</orcidid><orcidid>https://orcid.org/0000-0002-0276-2899</orcidid></search><sort><creationdate>202409</creationdate><title>A genetic and proteomic comparison of key AD biomarkers across tissues</title><author>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</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3069-6a2c538dda6d65c7a8a166b951d7b20bc6d23f489d3309707d90c27f84b832f63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Aged</topic><topic>Alzheimer Disease - blood</topic><topic>Alzheimer Disease - cerebrospinal fluid</topic><topic>Alzheimer Disease - genetics</topic><topic>Alzheimer's disease</topic><topic>biomarkers</topic><topic>Biomarkers - blood</topic><topic>Biomarkers - cerebrospinal fluid</topic><topic>CSF</topic><topic>Female</topic><topic>Genome-Wide Association Study</topic><topic>genomics</topic><topic>Humans</topic><topic>Male</topic><topic>neurodegenerative disease</topic><topic>plasma</topic><topic>protein quantitative trait loci</topic><topic>Proteomics</topic><topic>Quantitative Trait Loci</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Marsh, Thomas W.</creatorcontrib><creatorcontrib>Western, Daniel</creatorcontrib><creatorcontrib>Timsina, Jigyasha</creatorcontrib><creatorcontrib>Gorijala, Priyanka</creatorcontrib><creatorcontrib>Yang, Chengran</creatorcontrib><creatorcontrib>Pastor, Pau</creatorcontrib><creatorcontrib>Liu, Menghan</creatorcontrib><creatorcontrib>Morris, John C.</creatorcontrib><creatorcontrib>Bateman, Randall J.</creatorcontrib><creatorcontrib>Schindler, Suzanne E.</creatorcontrib><creatorcontrib>Sung, Yun Ju</creatorcontrib><creatorcontrib>Cruchaga, Carlos</creatorcontrib><creatorcontrib>Dominantly Inherited Alzheimer Network</creatorcontrib><collection>Wiley Open Access</collection><collection>Wiley Online Library Free Content</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Alzheimer's & 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 & 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).
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.</abstract><cop>United States</cop><pub>John Wiley and Sons Inc</pub><pmid>39077866</pmid><doi>10.1002/alz.14139</doi><tpages>18</tpages><orcidid>https://orcid.org/0000-0001-8565-3788</orcidid><orcidid>https://orcid.org/0000-0002-0276-2899</orcidid><oa>free_for_read</oa></addata></record> |
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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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