BACKGROUND: Brain accumulation of amyloid-β is a hallmark event in Alzheimer's disease (AD) whose underlying mechanisms are incompletely understood. Case-control genome-wide association studies have implicated numerous genetic variants in risk of clinically diagnosed AD dementia. OBJECTIVE: To test for associations between case-control AD risk variants and amyloid PET burden in older adults, and to assess whether a polygenic measure encompassing these factors would account for a large proportion of the unexplained variance in amyloid PET levels in the wider population. METHODS: We analyzed data from the Mayo Clinic Study of Aging (MCSA) and the Alzheimer's Disease Neuroimaging Initiative (ADNI). Global cortical amyloid PET burden was the primary outcome. The 38 gene variants from Wightman et al. (2021) were analyzed as predictors, with PRSice-2 used to assess the collective phenotypic variance explained. RESULTS: Known AD risk variants in APOE, PICALM, CR1, and CLU were associated with amyloid PET levels. In aggregate, the AD risk variants were strongly associated with amyloid PET levels in the MCSA (p = 1.51×10-50) and ADNI (p = 3.21×10-64). However, in both cohorts the non-APOE variants uniquely contributed only modestly (MCSA = 2.1%, ADNI = 4.4%) to explaining variation in amyloid PET levels. CONCLUSION: Additional case-control AD risk variants added only modestly to APOE in accounting for individual variation in amyloid PET burden, results which were consistent across independent cohorts with distinct recruitment strategies and subject characteristics. Our findings suggest that advancing precision medicine for dementia may require integration of strategies complementing case-control approaches, including biomarker-specific genetic associations, gene-by-environment interactions, and markers of disease progression and heterogeneity.
BACKGROUND: Brain accumulation of amyloid-β is a hallmark event in Alzheimer's disease (AD) whose underlying mechanisms are incompletely understood. Case-control genome-wide association studies have implicated numerous genetic variants in risk of clinically diagnosed AD dementia. OBJECTIVE: To test for associations between case-control AD risk variants and amyloid PET burden in older adults, and to assess whether a polygenic measure encompassing these factors would account for a large proportion of the unexplained variance in amyloid PET levels in the wider population. METHODS: We analyzed data from the Mayo Clinic Study of Aging (MCSA) and the Alzheimer's Disease Neuroimaging Initiative (ADNI). Global cortical amyloid PET burden was the primary outcome. The 38 gene variants from Wightman et al. (2021) were analyzed as predictors, with PRSice-2 used to assess the collective phenotypic variance explained. RESULTS: Known AD risk variants in APOE, PICALM, CR1, and CLU were associated with amyloid PET levels. In aggregate, the AD risk variants were strongly associated with amyloid PET levels in the MCSA (p = 1.51×10-50) and ADNI (p = 3.21×10-64). However, in both cohorts the non-APOE variants uniquely contributed only modestly (MCSA = 2.1%, ADNI = 4.4%) to explaining variation in amyloid PET levels. CONCLUSION: Additional case-control AD risk variants added only modestly to APOE in accounting for individual variation in amyloid PET burden, results which were consistent across independent cohorts with distinct recruitment strategies and subject characteristics. Our findings suggest that advancing precision medicine for dementia may require integration of strategies complementing case-control approaches, including biomarker-specific genetic associations, gene-by-environment interactions, and markers of disease progression and heterogeneity.
Authors: Michael W Weiner; Paul S Aisen; Clifford R Jack; William J Jagust; John Q Trojanowski; Leslie Shaw; Andrew J Saykin; John C Morris; Nigel Cairns; Laurel A Beckett; Arthur Toga; Robert Green; Sarah Walter; Holly Soares; Peter Snyder; Eric Siemers; William Potter; Patricia E Cole; Mark Schmidt Journal: Alzheimers Dement Date: 2010-05 Impact factor: 21.566
Authors: Susan M Landau; Christopher Breault; Abhinay D Joshi; Michael Pontecorvo; Chester A Mathis; William J Jagust; Mark A Mintun Journal: J Nucl Med Date: 2012-11-19 Impact factor: 10.057
Authors: Carlos Cruchaga; Jorge L Del-Aguila; Benjamin Saef; Kathleen Black; Maria Victoria Fernandez; John Budde; Laura Ibanez; Yuetiva Deming; Manav Kapoor; Giuseppe Tosto; Richard P Mayeux; David M Holtzman; Anne M Fagan; John C Morris; Randall J Bateman; Alison M Goate; Oscar Harari Journal: Alzheimers Dement Date: 2017-09-21 Impact factor: 21.566
Authors: Dallas P Veitch; Michael W Weiner; Paul S Aisen; Laurel A Beckett; Nigel J Cairns; Robert C Green; Danielle Harvey; Clifford R Jack; William Jagust; John C Morris; Ronald C Petersen; Andrew J Saykin; Leslie M Shaw; Arthur W Toga; John Q Trojanowski Journal: Alzheimers Dement Date: 2018-10-13 Impact factor: 21.566
Authors: Ole A Andreassen; Danielle Posthuma; Douglas P Wightman; Iris E Jansen; Jeanne E Savage; Alexey A Shadrin; Shahram Bahrami; Dominic Holland; Arvid Rongve; Sigrid Børte; Bendik S Winsvold; Ole Kristian Drange; Amy E Martinsen; Anne Heidi Skogholt; Cristen Willer; Geir Bråthen; Ingunn Bosnes; Jonas Bille Nielsen; Lars G Fritsche; Laurent F Thomas; Linda M Pedersen; Maiken E Gabrielsen; Marianne Bakke Johnsen; Tore Wergeland Meisingset; Wei Zhou; Petroula Proitsi; Angela Hodges; Richard Dobson; Latha Velayudhan; Karl Heilbron; Adam Auton; Julia M Sealock; Lea K Davis; Nancy L Pedersen; Chandra A Reynolds; Ida K Karlsson; Sigurdur Magnusson; Hreinn Stefansson; Steinunn Thordardottir; Palmi V Jonsson; Jon Snaedal; Anna Zettergren; Ingmar Skoog; Silke Kern; Margda Waern; Henrik Zetterberg; Kaj Blennow; Eystein Stordal; Kristian Hveem; John-Anker Zwart; Lavinia Athanasiu; Per Selnes; Ingvild Saltvedt; Sigrid B Sando; Ingun Ulstein; Srdjan Djurovic; Tormod Fladby; Dag Aarsland; Geir Selbæk; Stephan Ripke; Kari Stefansson Journal: Nat Genet Date: 2021-09-07 Impact factor: 41.307
Authors: Vijay K Ramanan; Xuewei Wang; Scott A Przybelski; Sheelakumari Raghavan; Michael G Heckman; Anthony Batzler; Matthew L Kosel; Timothy J Hohman; David S Knopman; Jonathan Graff-Radford; Val J Lowe; Michelle M Mielke; Clifford R Jack; Ronald C Petersen; Owen A Ross; Prashanthi Vemuri Journal: Brain Commun Date: 2020-09-26
Authors: Anna Zettergren; Jodie Lord; Nicholas J Ashton; Andrea L Benedet; Thomas K Karikari; Juan Lantero Rodriguez; Anniina Snellman; Marc Suárez-Calvet; Petroula Proitsi; Henrik Zetterberg; Kaj Blennow Journal: Alzheimers Res Ther Date: 2021-01-08 Impact factor: 6.982
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Gemma Ortega; Geneviève Chêne; Georgios Hadjigeorgiou; Giacomina Rossi; Gianfranco Spalletta; Giorgio Giaccone; Giulia Grande; Giuliano Binetti; Goran Papenberg; Harald Hampel; Henri Bailly; Henrik Zetterberg; Hilkka Soininen; Ida K Karlsson; Ignacio Alvarez; Ildebrando Appollonio; Ina Giegling; Ingmar Skoog; Ingvild Saltvedt; Innocenzo Rainero; Irene Rosas Allende; Jakub Hort; Janine Diehl-Schmid; Jasper Van Dongen; Jean-Sebastien Vidal; Jenni Lehtisalo; Jens Wiltfang; Jesper Qvist Thomassen; Johannes Kornhuber; Jonathan L Haines; Jonathan Vogelgsang; Juan A Pineda; Juan Fortea; Julius Popp; Jürgen Deckert; Katharina Buerger; Kevin Morgan; Klaus Fließbach; Kristel Sleegers; Laura Molina-Porcel; Lena Kilander; Leonie Weinhold; Lindsay A Farrer; Li-San Wang; Luca Kleineidam; Lucia Farotti; Lucilla Parnetti; Lucio Tremolizzo; Lucrezia Hausner; Luisa Benussi; Lutz Froelich; M Arfan Ikram; M Candida Deniz-Naranjo; Magda Tsolaki; Maitée Rosende-Roca; Malin Löwenmark; Marc Hulsman; Marco Spallazzi; 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Seppo Helisalmi; Sigrid Botne Sando; Silke Kern; Silvana Archetti; Silvia Boschi; Silvia Fostinelli; Silvia Gil; Silvia Mendoza; Simon Mead; Simona Ciccone; Srdjan Djurovic; Stefanie Heilmann-Heimbach; Steffi Riedel-Heller; Teemu Kuulasmaa; Teodoro Del Ser; Thibaud Lebouvier; Thomas Polak; Tiia Ngandu; Timo Grimmer; Valentina Bessi; Valentina Escott-Price; Vilmantas Giedraitis; Vincent Deramecourt; Wolfgang Maier; Xueqiu Jian; Yolande A L Pijnenburg; Patrick Gavin Kehoe; Guillermo Garcia-Ribas; Pascual Sánchez-Juan; Pau Pastor; Jordi Pérez-Tur; Gerard Piñol-Ripoll; Adolfo Lopez de Munain; Jose María García-Alberca; María J Bullido; Victoria Álvarez; Alberto Lleó; Luis M Real; Pablo Mir; Miguel Medina; Philip Scheltens; Henne Holstege; Marta Marquié; María Eugenia Sáez; Ángel Carracedo; Philippe Amouyel; Gerard D Schellenberg; Julie Williams; Sudha Seshadri; Cornelia M van Duijn; Karen A Mather; Raquel Sánchez-Valle; Manuel Serrano-Ríos; Adelina Orellana; Lluís Tárraga; Kaj Blennow; Martijn Huisman; Ole A Andreassen; Danielle Posthuma; Jordi Clarimón; Mercè Boada; Wiesje M van der Flier; Alfredo Ramirez; Jean-Charles Lambert; Sven J van der Lee; Agustín Ruiz Journal: Nat Commun Date: 2021-06-07 Impact factor: 14.919