TY - JOUR
T1 - Multiomics profiling of human plasma and cerebrospinal fluid reveals ATN-derived networks and highlights causal links in Alzheimer's disease
AU - Shi, Liu
AU - Xu, Jin
AU - Green, Becki
AU - Wretlind, Asger
AU - Homann, Jan
AU - Buckley, Noel J.
AU - Tijms, Betty
AU - Vos, Stephanie J. B.
AU - Lill, Christina
AU - Kate, Mara Ten
AU - Engelborghs, Sebastiaan
AU - Sleegers, Kristel
AU - Frisoni, Giovanni Battista
AU - Wallin, Anders
AU - Lleó, Alberto
AU - Popp, Julius
AU - Martinez-Lage, Pablo
AU - Streffer, Johannes R.
AU - Barkhof, Frederik
AU - Zetterberg, Henrik H.
AU - Visser, Pieter Jelle
AU - Lovestone, Simon
AU - Bertram, Lars
AU - Nevado-Holgado, Alejo J.
AU - Proitsi, Petroula
AU - Legido-Quigley, Cristina
PY - 2023
Y1 - 2023
N2 - This study employed an integrative system and causal inference approach to explore molecular signatures in blood and CSF, the amyloid/tau/neurodegeneration [AT(N)] framework, mild cognitive impairment (MCI) conversion to Alzheimer's disease (AD), and genetic risk for AD. Using the European Medical Information Framework (EMIF)-AD cohort, we measured 696 proteins in cerebrospinal fluid (n = 371), 4001 proteins in plasma (n = 972), 611 metabolites in plasma (n = 696), and genotyped whole-blood (7,778,465 autosomal single nucleotide epolymorphisms, n = 936). We investigated associations: molecular modules to AT(N), module hubs with AD Polygenic Risk scores and APOE4 genotypes, molecular hubs to MCI conversion and probed for causality with AD using Mendelian randomization (MR). AT(N) framework associated with protein and lipid hubs. In plasma, Proprotein Convertase Subtilisin/Kexin Type 7 showed evidence for causal associations with AD. AD was causally associated with Reticulocalbin 2 and sphingomyelins, an association driven by the APOE isoform. This study reveals multi-omics networks associated with AT(N) and causal AD molecular candidates.
AB - This study employed an integrative system and causal inference approach to explore molecular signatures in blood and CSF, the amyloid/tau/neurodegeneration [AT(N)] framework, mild cognitive impairment (MCI) conversion to Alzheimer's disease (AD), and genetic risk for AD. Using the European Medical Information Framework (EMIF)-AD cohort, we measured 696 proteins in cerebrospinal fluid (n = 371), 4001 proteins in plasma (n = 972), 611 metabolites in plasma (n = 696), and genotyped whole-blood (7,778,465 autosomal single nucleotide epolymorphisms, n = 936). We investigated associations: molecular modules to AT(N), module hubs with AD Polygenic Risk scores and APOE4 genotypes, molecular hubs to MCI conversion and probed for causality with AD using Mendelian randomization (MR). AT(N) framework associated with protein and lipid hubs. In plasma, Proprotein Convertase Subtilisin/Kexin Type 7 showed evidence for causal associations with AD. AD was causally associated with Reticulocalbin 2 and sphingomyelins, an association driven by the APOE isoform. This study reveals multi-omics networks associated with AT(N) and causal AD molecular candidates.
KW - AT(N) framework
KW - Alzheimer's disease
KW - Mendelian randomization
KW - Multi-omics
KW - Multimodal biomarker
KW - Polygenic risk score
UR - https://www.scopus.com/pages/publications/85148343008
U2 - 10.1002/alz.12961
DO - 10.1002/alz.12961
M3 - Article
C2 - 36790009
SN - 1552-5279
VL - 19
SP - 3350
EP - 3364
JO - Alzheimer's & Dementia
JF - Alzheimer's & Dementia
IS - 8
ER -