Multiomics profiling of human plasma and cerebrospinal fluid reveals ATN-derived networks and highlights causal links in Alzheimer's disease

Liu Shi, Jin Xu, Becki Green, Asger Wretlind, Jan Homann, Noel J. Buckley, Betty Tijms, Stephanie J. B. Vos, Christina Lill, Mara Ten Kate, Sebastiaan Engelborghs, Kristel Sleegers, Giovanni Battista Frisoni, Anders Wallin, Alberto Lleó, Julius Popp, Pablo Martinez-Lage, Johannes R. Streffer, Frederik Barkhof, Henrik H. ZetterbergPieter Jelle Visser, Simon Lovestone, Lars Bertram, Alejo J. Nevado-Holgado, Petroula Proitsi, Cristina Legido-Quigley

Producció científica: Contribució a revistaArticleRecercaAvaluat per experts

15 Cites (Scopus)

Resum

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.
Idioma originalAnglès
Pàgines (de-a)3350-3364
Nombre de pàgines15
RevistaAlzheimer's & Dementia
Volum19
Número8
DOIs
Estat de la publicacióPublicada - 2023

Fingerprint

Navegar pels temes de recerca de 'Multiomics profiling of human plasma and cerebrospinal fluid reveals ATN-derived networks and highlights causal links in Alzheimer's disease'. Junts formen un fingerprint únic.

Com citar-ho