Literature DB >> 35811524

Polygenic Scores of Alzheimer's Disease Risk Genes Add Only Modestly to APOE in Explaining Variation in Amyloid PET Burden.

Vijay K Ramanan1, Michael G Heckman2, Scott A Przybelski3, Timothy G Lesnick3, Val J Lowe4, Jonathan Graff-Radford1, M Mielke1,3, Clifford R Jack4, David S Knopman1, Ronald C Petersen1,3, Owen A Ross5,6, Prashanthi Vemuri1.   

Abstract

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.

Entities:  

Keywords:  Alzheimer’s disease; Apolipoprotein E; amyloid; polygenic risk scores; positron emission tomography

Mesh:

Substances:

Year:  2022        PMID: 35811524      PMCID: PMC9534315          DOI: 10.3233/JAD-220164

Source DB:  PubMed          Journal:  J Alzheimers Dis        ISSN: 1387-2877            Impact factor:   4.160


  46 in total

Review 1.  The Alzheimer's disease neuroimaging initiative: progress report and future plans.

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

2.  Amyloid-β imaging with Pittsburgh compound B and florbetapir: comparing radiotracers and quantification methods.

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

3.  Polygenic risk score of sporadic late-onset Alzheimer's disease reveals a shared architecture with the familial and early-onset forms.

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

4.  Making the Most of Clumping and Thresholding for Polygenic Scores.

Authors:  Florian Privé; Bjarni J Vilhjálmsson; Hugues Aschard; Michael G B Blum
Journal:  Am J Hum Genet       Date:  2019-11-21       Impact factor: 11.025

Review 5.  Understanding disease progression and improving Alzheimer's disease clinical trials: Recent highlights from the Alzheimer's Disease Neuroimaging Initiative.

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

6.  PRSice-2: Polygenic Risk Score software for biobank-scale data.

Authors:  Shing Wan Choi; Paul F O'Reilly
Journal:  Gigascience       Date:  2019-07-01       Impact factor: 6.524

7.  A genome-wide association study with 1,126,563 individuals identifies new risk loci for Alzheimer's disease.

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

8.  Variants in PPP2R2B and IGF2BP3 are associated with higher tau deposition.

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

9.  Association between polygenic risk score of Alzheimer's disease and plasma phosphorylated tau in individuals from the Alzheimer's Disease Neuroimaging Initiative.

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

10.  Common variants in Alzheimer's disease and risk stratification by polygenic risk scores.

Authors:  Itziar de Rojas; Sonia Moreno-Grau; Niccolo Tesi; Benjamin Grenier-Boley; Victor Andrade; Iris E Jansen; Nancy L Pedersen; Najada Stringa; Anna Zettergren; Isabel Hernández; Laura Montrreal; Carmen Antúnez; Anna Antonell; Rick M Tankard; Joshua C Bis; Rebecca Sims; Céline Bellenguez; Inés Quintela; Antonio González-Perez; Miguel Calero; Emilio Franco-Macías; Juan Macías; Rafael Blesa; Laura Cervera-Carles; Manuel Menéndez-González; Ana Frank-García; Jose Luís Royo; Fermin Moreno; Raquel Huerto Vilas; Miquel Baquero; Mónica Diez-Fairen; Carmen Lage; Sebastián García-Madrona; Pablo García-González; Emilio Alarcón-Martín; Sergi Valero; Oscar Sotolongo-Grau; Abbe Ullgren; Adam C Naj; Afina W Lemstra; Alba Benaque; Alba Pérez-Cordón; Alberto Benussi; Alberto Rábano; Alessandro Padovani; Alessio Squassina; Alexandre de Mendonça; Alfonso Arias Pastor; Almar A L Kok; Alun Meggy; Ana Belén Pastor; Ana Espinosa; Anaïs Corma-Gómez; Angel Martín Montes; Ángela Sanabria; Anita L DeStefano; Anja Schneider; Annakaisa Haapasalo; Anne Kinhult Ståhlbom; Anne Tybjærg-Hansen; Annette M Hartmann; Annika Spottke; Arturo Corbatón-Anchuelo; Arvid Rongve; Barbara Borroni; Beatrice Arosio; Benedetta Nacmias; Børge G Nordestgaard; Brian W Kunkle; Camille Charbonnier; Carla Abdelnour; Carlo Masullo; Carmen Martínez Rodríguez; Carmen Muñoz-Fernandez; Carole Dufouil; Caroline Graff; Catarina B Ferreira; Caterina Chillotti; Chandra A Reynolds; Chiara Fenoglio; Christine Van Broeckhoven; Christopher Clark; Claudia Pisanu; Claudia L Satizabal; Clive Holmes; Dolores Buiza-Rueda; Dag Aarsland; Dan Rujescu; Daniel Alcolea; Daniela Galimberti; David Wallon; Davide Seripa; Edna Grünblatt; Efthimios Dardiotis; Emrah Düzel; Elio Scarpini; Elisa Conti; Elisa Rubino; Ellen Gelpi; Eloy Rodriguez-Rodriguez; Emmanuelle Duron; Eric Boerwinkle; Evelyn Ferri; Fabrizio Tagliavini; Fahri Küçükali; Florence Pasquier; Florentino Sanchez-Garcia; Francesca Mangialasche; Frank Jessen; Gaël Nicolas; Geir Selbæk; 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; Margaret A Pericak-Vance; Margaret Esiri; María Bernal Sánchez-Arjona; Maria Carolina Dalmasso; María Teresa Martínez-Larrad; Marina Arcaro; Markus M Nöthen; Marta Fernández-Fuertes; Martin Dichgans; Martin Ingelsson; Martin J Herrmann; Martin Scherer; Martin Vyhnalek; Mary H Kosmidis; Mary Yannakoulia; Matthias Schmid; Michael Ewers; Michael T Heneka; Michael Wagner; Michela Scamosci; Miia Kivipelto; Mikko Hiltunen; Miren Zulaica; Montserrat Alegret; Myriam Fornage; Natalia Roberto; Natasja M van Schoor; Nazib M Seidu; Nerisa Banaj; Nicola J Armstrong; Nikolaos Scarmeas; Norbert Scherbaum; Oliver Goldhardt; Oliver Hanon; Oliver Peters; Olivia Anna Skrobot; Olivier Quenez; Ondrej Lerch; Paola Bossù; Paolo Caffarra; Paolo Dionigi Rossi; Paraskevi Sakka; Per Hoffmann; Peter A Holmans; Peter Fischer; Peter Riederer; Qiong Yang; Rachel Marshall; Rajesh N Kalaria; Richard Mayeux; Rik Vandenberghe; Roberta Cecchetti; Roberta Ghidoni; Ruth Frikke-Schmidt; Sandro Sorbi; Sara Hägg; Sebastiaan Engelborghs; 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

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