TY - JOUR
T1 - Genetic architecture of plasma Alzheimer disease biomarkers
AU - Bradley, Joseph
AU - Gorijala, Priyanka
AU - Schindler, Suzanne E.
AU - Sung, Yun J.
AU - Ances, Beau
AU - Ertekin-Taner, Nilüfer
AU - Younkin, Steven
AU - Golde, Todd
AU - Price, Nathan
AU - Bennett, David
AU - Gaiteri, Christopher
AU - De Jager, Philip
AU - Zhang, Bin
AU - Schadt, Eric
AU - Ehrlich, Michelle
AU - Haroutunian, Vahram
AU - Gandy, Sam
AU - Iijima, Koichi
AU - Noggle, Scott
AU - Mangravite, Lara
AU - Fernandez, Maria V.
AU - Cruchaga, Carlos
N1 - Publisher Copyright:
© 2023 The Author(s). Published by Oxford University Press. All rights reserved. For Permissions, please email: [email protected].
PY - 2023/8/1
Y1 - 2023/8/1
N2 - Genome-wide association studies (GWAS) of cerebrospinal fluid (CSF) Alzheimer's Disease (AD) biomarker levels have identified novel genes implicated in disease risk, onset and progression. However, lumbar punctures have limited availability and may be perceived as invasive. Blood collection is readily available and well accepted, but it is not clear whether plasma biomarkers will be informative for genetic studies. Here we perform genetic analyses on concentrations of plasma amyloid-β peptides Aβ40 (n = 1,467) and Aβ42 (n = 1,484), Aβ42/40 (n = 1467) total tau (n = 504), tau phosphorylated (p-tau181; n = 1079) and neurofilament light (NfL; n = 2,058). GWAS and gene-based analysis was used to identify single variant and genes associated with plasma levels. Finally, polygenic risk score and summary statistics were used to investigate overlapping genetic architecture between plasma biomarkers, CSF biomarkers and AD risk. We found a total of six genome-wide significant signals. APOE was associated with plasma Aβ42, Aβ42/40, tau, p-tau181 and NfL. We proposed 10 candidate functional genes on the basis of 12 single nucleotide polymorphism-biomarker pairs and brain differential gene expression analysis. We found a significant genetic overlap between CSF and plasma biomarkers. We also demonstrate that it is possible to improve the specificity and sensitivity of these biomarkers, when genetic variants regulating protein levels are included in the model. This current study using plasma biomarker levels as quantitative traits can be critical to identification of novel genes that impact AD and more accurate interpretation of plasma biomarker levels.
AB - Genome-wide association studies (GWAS) of cerebrospinal fluid (CSF) Alzheimer's Disease (AD) biomarker levels have identified novel genes implicated in disease risk, onset and progression. However, lumbar punctures have limited availability and may be perceived as invasive. Blood collection is readily available and well accepted, but it is not clear whether plasma biomarkers will be informative for genetic studies. Here we perform genetic analyses on concentrations of plasma amyloid-β peptides Aβ40 (n = 1,467) and Aβ42 (n = 1,484), Aβ42/40 (n = 1467) total tau (n = 504), tau phosphorylated (p-tau181; n = 1079) and neurofilament light (NfL; n = 2,058). GWAS and gene-based analysis was used to identify single variant and genes associated with plasma levels. Finally, polygenic risk score and summary statistics were used to investigate overlapping genetic architecture between plasma biomarkers, CSF biomarkers and AD risk. We found a total of six genome-wide significant signals. APOE was associated with plasma Aβ42, Aβ42/40, tau, p-tau181 and NfL. We proposed 10 candidate functional genes on the basis of 12 single nucleotide polymorphism-biomarker pairs and brain differential gene expression analysis. We found a significant genetic overlap between CSF and plasma biomarkers. We also demonstrate that it is possible to improve the specificity and sensitivity of these biomarkers, when genetic variants regulating protein levels are included in the model. This current study using plasma biomarker levels as quantitative traits can be critical to identification of novel genes that impact AD and more accurate interpretation of plasma biomarker levels.
UR - http://www.scopus.com/inward/record.url?scp=85164617916&partnerID=8YFLogxK
U2 - 10.1093/hmg/ddad087
DO - 10.1093/hmg/ddad087
M3 - Article
C2 - 37208024
AN - SCOPUS:85164617916
SN - 0964-6906
VL - 32
SP - 2532
EP - 2543
JO - Human Molecular Genetics
JF - Human Molecular Genetics
IS - 15
ER -