Towards cascading genetic risk in Alzheimer’s disease

Author:

Altmann Andre1ORCID,Aksman Leon M2ORCID,Oxtoby Neil P3ORCID,Young Alexandra L3, ,Weiner Michael,Aisen Paul,Petersen Ronald,Weiner Michael,Aisen Paul,Petersen Ronald,Jack Clifford R,Jagust William,Landau Susan,Rivera-Mindt Monica,Okonkwo Ozioma,Shaw Leslie M,Lee Edward B,Toga Arthur W,Beckett Laurel,Harvey Danielle,Green Robert C,Saykin Andrew J,Nho Kwangsik,Perrin Richard J,Tosun Duygu,Sachdev Pallavi,Green Robert C,Montine Tom,Conti Cat,Weiner Michael W,Nosheny Rachel,Fockler Juliet,Miller Melanie J,Conti Catherine,Kwang Winnie,Jin Chengshi,Diaz Adam,Ashford Miriam,Flenniken Derek,Kormos Adrienne,Petersen Ronald,Aisen Paul,Rafii Michael,Raman Rema,Jimenez Gustavo,Donohue Michael,Salazar Jennifer,Fidell Andrea,Boatwright Virginia,Robison Justin,Zimmerman Caileigh,Cabrera Yuliana,Walter Sarah,Clanton Taylor,Shaffer Elizabeth,Webb Caitlin,Hergesheimer Lindsey,Smith Stephanie,Ogwang Sheila,Adegoke Olusegun,Mahboubi Payam,Pizzola Jeremy,Jenkins Cecily,Beckett Laurel,Harvey Danielle,Donohue Michael,Saito Naomi,Diaz Adam,Hussen Kedir Adem,Okonkwo Ozioma,Rivera-Mindt Monica,Amaza Hannatu,Thao Mai Seng,Parkins Shaniya,Ayo Omobolanle,Glittenberg Matt,Hoang Isabella,Germano Kaori Kubo,Strong Joe,Weisensel Trinity,Magana Fabiola,Thomas Lisa,Guzman Vanessa,Ajayi Adeyinka,Benedetto Joseph Di,Talavera Sandra,Jack Clifford R,Felmlee Joel,Fox Nick C,Thompson Paul,DeCarli Charles,Forghanian-Arani Arvin,Borowski Bret,Reyes Calvin,Hedberg Caitie,Ward Chad,Schwarz Christopher,Reyes Denise,Gunter Jeff,Moore-Weiss John,Kantarci Kejal,Matoush Leonard,Senjem Matthew,Vemuri Prashanthi,Reid Robert,Malone Ian,Thomopoulos Sophia I,Nir Talia M,Jahanshad Neda,Knaack Alexander,Fletcher Evan,Harvey Danielle,Tosun-Turgut Duygu,Chen Stephanie Rossi,Choe Mark,Crawford Karen,Yushkevich Paul A,Das Sandhitsu,Jagust William,Landau Susan,Koeppe Robert A,Rabinovici Gil,Villemagne Victor,LoPresti Brian,Perrin Richard J,Morris John,Franklin Erin,Bernhardt Haley,Cairns Nigel J,Taylor-Reinwald Lisa,Shaw Leslie,Lee Edward B,Virginia Lee M Y,Korecka Magdalena,Brylska Magdalena,Wan Yang,Trojanowki J Q,Toga Arthur W,Crawford Karen,Neu Scott,Saykin Andrew J,Nho Kwangsik,Foroud Tatiana M,Jo Taeho,Risacher Shannon L,Craft Hannah,Apostolova Liana G,Nudelman Kelly,Faber Kelley,Potter Zoë,Lacy Kaci,Kaddurah-Daouk Rima,Shen Li,Karlawish Jason,Erickson Claire,Grill Joshua,Largent Emily,Harkins Kristin,Weiner Michael W,Thal Leon,Kachaturian Zaven,Frank Richard,Snyder Peter J,Buckholtz Neil,Hsiao John K,Ryan Laurie,Molchan Susan,Khachaturian Zaven,Carrillo Maria,Potter William,Barnes Lisa,Bernard Marie,González Hector,Ho Carole,Hsiao John K,Jackson Jonathan,Masliah Eliezer,Masterman Donna,Okonkwo Ozioma,Perrin Richard,Ryan Laurie,Silverberg Nina,Silbert Lisa,Kaye Jeffrey,White Sylvia,Pierce Aimee,Thomas Amy,Clay Tera,Schwartz Daniel,Devereux Gillian,Taylor Janet,Ryan Jennifer,Nguyen Mike,DeCapo Madison,Shang Yanan,Schneider Lon,Munoz Cynthia,Ferman Diana,Conant Carlota,Martin Katherin,Oleary Kristin,Pawluczyk Sonia,Trejo Elizabeth,Dagerman Karen,Teodoro Liberty,Becerra Mauricio,Fairooz Madiha,Garrison Sonia,Boudreau Julia,Avila Yair,Brewer James,Jacobson Aaron,Gama Antonio,Kim Chi,Little Emily,Frascino Jennifer,Ferng Nichol,Trujillo Socorro,Heidebrink Judith,Koeppe Robert,MacDonald Steven,Malyarenko Dariya,Ziolkowski Jaimie,O'Connor James,Robert Nicole,Lowe Suzan,Rogers Virginia,Petersen Ronald,Hackenmiller Barbara,Boeve Bradley,Albers Colleen,Kreuger Connie,Jones David,Knopman David,Botha Hugo,Magnuson Jessica,Graff-Radford Jonathan,Crawley Kerry,Schumacher Michael,McKinzie Sanna,Smith Steven,Helland Tascha,Lowe Val,Ramanan Vijay,Pavlik Valory,Faircloth Jacob,Bishop Jeffrey,Nath Jessica,Chaudhary Maria,Kataki Maria,Yu Melissa,Pacini Nathiel,Barker Randall,Brooks Regan,Aggarwal Ruchi,Honig Lawrence,Stern Yaakov,Mintz Akiva,Cordona Jonathan,Hernandez Michelle,Long Justin,Arnold Abbey,Groves Alex,Middleton Anna,Vogler Blake,McCurry Cierra,Mayo Connie,Raji Cyrus,Amtashar 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Richard,Nieto Alayne,Glueck Amanda,Mandal Anjana,Swain Audrie,Gamble Bethanie,Meacham Beverly,Forenback Denece,Ross Dorothy,Cheatham Elizabeth,Hartman Ellen,Cornell Gary,Harp Jordan,Ashe Laura,Goins Laura,Watts Linda,Yazell Morgan,Mandal Prabin,Buckler Regan,Vincent Sylvia,Rudd Triana,Lopez Oscar,Malia Ann Arlene,Chiado Caitlin,Zik Cary,Ruszkiewicz James,Savage Kathleen,Fenice Linda,Oakley MaryAnn,Tacey Paige C,Berman Sarah,Bowser Sarah,Hegedus Stephen,Saganis Xanthia,Porsteinsson Anton,Mathewson Abigail,Widman Asa,Holvey Bridget,Clark Emily,Morales Esmeralda,Young Iris,Ruszkiewicz James,Hopkins Kevin,Martin Kimberly,Kowalski Nancy,Hunt Rebecca,Calzavara Roberta,Kurvach Russell,D'Ambrosio Stephen,Thai Gaby,Vides Beatriz,Lieb Brigit,McAdams-Ortiz Catherine,Toso Cyndy,Mares Ivan,Moorlach Kathryn,Liu Luter,Corona Maria,Nguyen Mary,Tallakson Melanie,McDonnell Michelle,Rangel Milagros,Basheer Neetha,Place Patricia,Romero Romina,Tam Steven,Nguyen Trung,Thomas Abey,Frolov Alexander,Khera Alka,Browning Amy,Kelley Brendan,Dawson Courtney,Mathews Dana,Most Elaine,Phillips Elizeva,Nguyen Lynn,Nunez Maribel,Miller Matalin,Jones Matthew R,Martinez Natalie,Logan Rebecca,McColl Roderick,Pham Sari,Fox Tiffani,Moore Tracey,Levey Allan,Brown Abby,Kippels Andrea,Ellison Ashton,Lyons Casie,Hales Chadwick,Parry Cindy,Williams Courtney,McCorkle Elizabeth,Harris Guy,Rose Heather,Jooma Inara,Al-Amin Jahmila,Lah James,Webster James,Swiniarski Jessica,Chapman Latasha,Donnelly Laura,Mariotti Lauren,Locke Mary,Vaughn Phyllis,Penn Rachael,Carpentier Sallie,Yeboah Samira,Basadre Sarah,Malakauskas Sarah,Lyron Stefka,Villinger Tara,Burney Terra,Burns Jeffrey,Abusalim Ala,Dahlgren Alexandra,Montero Alexandria,Arthur Anne,Dooly Heather,Kreszyn Katelynn,Berner Katherine,Gillen Lindsey,Scanlan Maria,Madison Mercedes,Mathis Nicole,Switzer Phyllis,Townley Ryan,Fikru Samantha,Sullivan Samantha,Wright Ella,Beigi Maryam,Daley Anthony,Ko Ashley,Luong Brittney,Nyborg Glen,Morales Jessica,Durbin 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Frederik145,Shoai Maryam46,Hardy John46,Schott Jonathan M67ORCID

Affiliation:

1. UCL Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering, University College London , London, WC1E 6BT , UK

2. Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California , Los Angeles, CA 90033 , USA

3. UCL Centre for Medical Image Computing, Department of Computer Science, University College London , London, WC1E 6BT , UK

4. UCL Queen Square Institute of Neurology, University College London , London, WC1N 3BG , UK

5. Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center , Amsterdam, 1081 HV , The Netherlands

6. UK Dementia Research Institute, University College London , London, WC1E 6BT , UK

7. Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London , London, WC1N 3AR , UK

Abstract

Abstract Alzheimer’s disease typically progresses in stages, which have been defined by the presence of disease-specific biomarkers: amyloid (A), tau (T) and neurodegeneration (N). This progression of biomarkers has been condensed into the ATN framework, in which each of the biomarkers can be either positive (+) or negative (−). Over the past decades, genome-wide association studies have implicated ∼90 different loci involved with the development of late-onset Alzheimer’s disease. Here, we investigate whether genetic risk for Alzheimer’s disease contributes equally to the progression in different disease stages or whether it exhibits a stage-dependent effect. Amyloid (A) and tau (T) status was defined using a combination of available PET and CSF biomarkers in the Alzheimer’s Disease Neuroimaging Initiative cohort. In 312 participants with biomarker-confirmed A−T− status, we used Cox proportional hazards models to estimate the contribution of APOE and polygenic risk scores (beyond APOE) to convert to A+T− status (65 conversions). Furthermore, we repeated the analysis in 290 participants with A+T− status and investigated the genetic contribution to conversion to A+T+ (45 conversions). Both survival analyses were adjusted for age, sex and years of education. For progression from A−T− to A+T−, APOE-e4 burden showed a significant effect [hazard ratio (HR) = 2.88; 95% confidence interval (CI): 1.70–4.89; P < 0.001], whereas polygenic risk did not (HR = 1.09; 95% CI: 0.84–1.42; P = 0.53). Conversely, for the transition from A+T− to A+T+, the contribution of APOE-e4 burden was reduced (HR = 1.62; 95% CI: 1.05–2.51; P = 0.031), whereas the polygenic risk showed an increased contribution (HR = 1.73; 95% CI: 1.27–2.36; P < 0.001). The marginal APOE effect was driven by e4 homozygotes (HR = 2.58; 95% CI: 1.05–6.35; P = 0.039) as opposed to e4 heterozygotes (HR = 1.74; 95% CI: 0.87–3.49; P = 0.12). The genetic risk for late-onset Alzheimer’s disease unfolds in a disease stage-dependent fashion. A better understanding of the interplay between disease stage and genetic risk can lead to a more mechanistic understanding of the transition between ATN stages and a better understanding of the molecular processes leading to Alzheimer’s disease, in addition to opening therapeutic windows for targeted interventions.

Funder

Early Detection of Alzheimer's Disease Subtypes (E-DADS) project

EU Joint Programme–Neurodegenerative Disease Research (JPND) project

Medical Research Council

ZonMW

Agence Nationale de la Recherche

Italian Ministry of Health

National Health & Medical Research Council

National Research, Development and Innovation Office

National Institute for Health Research University College London Hospitals Biomedical Research Centre

Wolfson Foundation

Alzheimer’s Research UK

Brain Research UK

Weston Brain Institute

British Heart Foundation

Alzheimer’s Association

Wellcome Trust

Publisher

Oxford University Press (OUP)

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