Genetically identical twin-pair difference models support the amyloid cascade hypothesis

Emma M Coomans, Jori Tomassen, Rik Ossenkoppele, Betty M Tijms, Luigi Lorenzini, Mara ten kate, Lyduine E Collij, Fiona Heeman, Roos M Rikken, Sophie M van der Landen, Marijke E den Hollander, Sandeep S V Golla, Maqsood Yaqub, Albert D Windhorst, Frederik Barkhof, Philip Scheltens, Eco J C de Geus, Pieter Jelle Visser, Bart N M van Berckel, Anouk den Braber

Research output: Contribution to JournalArticleAcademicpeer-review

Abstract

The amyloid cascade hypothesis has strongly impacted the Alzheimer's disease research agenda and clinical trial designs over the past decades, but precisely how amyloid-β pathology initiates the aggregation of neocortical tau remains unclear. We cannot exclude the possibility of a shared upstream process driving both amyloid-β and tau in an independent manner instead of there being a causal relationship between amyloid-β and tau. Here, we tested the premise that if a causal relationship exists, then exposure should be associated with outcome both at the individual level as well as within identical twin-pairs, who are strongly matched on genetic, demographic and shared environmental background. Specifically, we tested associations between longitudinal amyloid-β PET and cross-sectional tau PET, neurodegeneration and cognitive decline using genetically identical twin-pair difference models, which provide the unique opportunity of ruling out genetic and shared environmental effects as potential confounders in an association.

We included 78 cognitively unimpaired identical twins with [18F]flutemetamol (amyloid-β)-PET, [18F]flortaucipir (tau)-PET, MRI (hippocampal volume) and cognitive data (composite memory). Associations between each modality were tested at the individual level using generalized estimating equation models, and within identical twin-pairs using within-pair difference models. Mediation analyses were performed to test for directionality in the associations as suggested by the amyloid cascade hypothesis.

At the individual level, we observed moderate-to-strong associations between amyloid-β, tau, neurodegeneration and cognition. The within-pair difference models replicated results observed at the individual level with comparably strong effect sizes. Within-pair differences in amyloid-β were strongly associated with within-pair differences in tau (β = 0.68, P < 0.001), and moderately associated with within-pair differences in hippocampal volume (β = −0.37, P = 0.03) and memory functioning (β = −0.57, P < 0.001). Within-pair differences in tau were moderately associated with within-pair differences in hippocampal volume (β = −0.53, P < 0.001) and strongly associated with within-pair differences in memory functioning (β = −0.68, P < 0.001). Mediation analyses showed that of the total twin-difference effect of amyloid-β on memory functioning, the proportion mediated through pathways including tau and hippocampal volume was 69.9%, which was largely attributable to the pathway leading from amyloid-β to tau to memory functioning (proportion mediated, 51.6%).

Our results indicate that associations between amyloid-β, tau, neurodegeneration and cognition are unbiased by (genetic) confounding. Furthermore, effects of amyloid-β on neurodegeneration and cognitive decline were fully mediated by tau. These novel findings in this unique sample of identical twins are compatible with the amyloid cascade hypothesis and thereby provide important new knowledge for clinical trial designs.
Original languageEnglish
Pages (from-to)3735-3746
Number of pages12
JournalBrain
Volume146
Issue number9
Early online date9 Mar 2023
DOIs
Publication statusPublished - Sept 2023

Funding

This study was made possible by the EU/European Federation of Pharmaceutical Industries and Associations Innovative Medicines Initiative Joint Undertaking (EMIF grant 115372), the European Grand Prix for Research of the Foundation on Alzheimer Disease, Stichting Dioraphte, Alzheimer Nederland (WE. 09-2016-10) and ZonMW Memorabel. This project has received funding from the Innovative Medicines Initiative 2 Joint Undertaking (AMYPAD) under grant agreement no. 115952. This Joint Undertaking receives support from the European Union's Horizon 2020 research and innovation program and EFPIA. This communication reflects the views of the authors and neither IMI nor the European Union and EFPIA are liable for any use that may be made of the information contained herein. M.K. has received research support from Alzheimer Nederland (WE.03-2021-16). We kindly thank all participating twins for their dedication. Research of Amsterdam Alzheimer Center is part of the Neurodegeneration program of Amsterdam Neuroscience. The Amsterdam Alzheimer Center is supported by Alzheimer Nederland and Stichting VUmc funds. [F]Flortaucipir PET scans were made possible by Avid Radiopharmaceuticals Inc. 18

FundersFunder number
EU/European Federation of Pharmaceutical Industries and Associations Innovative Medicines Initiative115372, 09-2016-10
ZonMW Memorabel
Eli Lilly and Company
European Federation of Pharmaceutical Industries and AssociationsWE.03-2021-16
National Institute for Health and Care Research
European Commission
ZonMw
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Seventh Framework Programme
Innovative Medicines Initiative115952
UCLH Biomedical Research Centre

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