Literature DB >> 30689776

Polygenic hazard score, amyloid deposition and Alzheimer's neurodegeneration.

Chin Hong Tan1,2, Luke W Bonham3, Chun Chieh Fan4, Elizabeth C Mormino5, Leo P Sugrue2, Iris J Broce2, Christopher P Hess2, Jennifer S Yokoyama3, Gil D Rabinovici3, Bruce L Miller3, Kristine Yaffe3,6,7, Gerard D Schellenberg8, Karolina Kauppi9, Dominic Holland10, Linda K McEvoy9, Walter A Kukull11, Duygu Tosun2, Michael W Weiner2,3, Reisa A Sperling12, David A Bennett13, Bradley T Hyman12, Ole A Andreassen14, Anders M Dale4,9,10, Rahul S Desikan2,3.   

Abstract

Mounting evidence indicates that the polygenic basis of late-onset Alzheimer's disease can be harnessed to identify individuals at greatest risk for cognitive decline. We have previously developed and validated a polygenic hazard score comprising of 31 single nucleotide polymorphisms for predicting Alzheimer's disease dementia age of onset. In this study, we examined whether polygenic hazard scores are associated with: (i) regional tracer uptake using amyloid PET; (ii) regional volume loss using longitudinal MRI; (iii) post-mortem regional amyloid-β protein and tau associated neurofibrillary tangles; and (iv) four common non-Alzheimer's pathologies. Even after accounting for APOE, we found a strong association between polygenic hazard scores and amyloid PET standard uptake volume ratio with the largest effects within frontal cortical regions in 980 older individuals across the disease spectrum, and longitudinal MRI volume loss within the entorhinal cortex in 607 older individuals across the disease spectrum. We also found that higher polygenic hazard scores were associated with greater rates of cognitive and clinical decline in 632 non-demented older individuals, even after controlling for APOE status, frontal amyloid PET and entorhinal cortex volume. In addition, the combined model that included polygenic hazard scores, frontal amyloid PET and entorhinal cortex volume resulted in a better fit compared to a model with only imaging markers. Neuropathologically, we found that polygenic hazard scores were associated with regional post-mortem amyloid load and neuronal neurofibrillary tangles, even after accounting for APOE, validating our imaging findings. Lastly, polygenic hazard scores were associated with Lewy body and cerebrovascular pathology. Beyond APOE, we show that in living subjects, polygenic hazard scores were associated with amyloid deposition and neurodegeneration in susceptible brain regions. Polygenic hazard scores may also be useful for the identification of individuals at the highest risk for developing multi-aetiological dementia.

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Year:  2019        PMID: 30689776      PMCID: PMC6351776          DOI: 10.1093/brain/awy327

Source DB:  PubMed          Journal:  Brain        ISSN: 0006-8950            Impact factor:   13.501


  38 in total

1.  The association between a polygenic Alzheimer score and cortical thickness in clinically normal subjects.

Authors:  Mert R Sabuncu; Randy L Buckner; Jordan W Smoller; Phil Hyoun Lee; Bruce Fischl; Reisa A Sperling
Journal:  Cereb Cortex       Date:  2011-12-13       Impact factor: 5.357

2.  Development and assessment of a composite score for memory in the Alzheimer's Disease Neuroimaging Initiative (ADNI).

Authors:  Paul K Crane; Adam Carle; Laura E Gibbons; Philip Insel; R Scott Mackin; Alden Gross; Richard N Jones; Shubhabrata Mukherjee; S McKay Curtis; Danielle Harvey; Michael Weiner; Dan Mungas
Journal:  Brain Imaging Behav       Date:  2012-12       Impact factor: 3.978

3.  Profound loss of layer II entorhinal cortex neurons occurs in very mild Alzheimer's disease.

Authors:  T Gómez-Isla; J L Price; D W McKeel; J C Morris; J H Growdon; B T Hyman
Journal:  J Neurosci       Date:  1996-07-15       Impact factor: 6.167

4.  Overview and findings from the rush Memory and Aging Project.

Authors:  David A Bennett; Julie A Schneider; Aron S Buchman; Lisa L Barnes; Patricia A Boyle; Robert S Wilson
Journal:  Curr Alzheimer Res       Date:  2012-07       Impact factor: 3.498

5.  Progression of cerebral amyloid load is associated with the apolipoprotein E ε4 genotype in Alzheimer's disease.

Authors:  Timo Grimmer; Susanne Tholen; Behrooz H Yousefi; Panagiotis Alexopoulos; Annette Förschler; Hans Förstl; Gjermund Henriksen; William E Klunk; Chester A Mathis; Robert Perneczky; Christian Sorg; Alexander Kurz; Alexander Drzezga
Journal:  Biol Psychiatry       Date:  2010-07-02       Impact factor: 13.382

6.  Nonlinear registration of longitudinal images and measurement of change in regions of interest.

Authors:  Dominic Holland; Anders M Dale
Journal:  Med Image Anal       Date:  2011-02-23       Impact factor: 8.545

7.  Relationships between biomarkers in aging and dementia.

Authors:  W J Jagust; S M Landau; L M Shaw; J Q Trojanowski; R A Koeppe; E M Reiman; N L Foster; R C Petersen; M W Weiner; J C Price; C A Mathis
Journal:  Neurology       Date:  2009-10-13       Impact factor: 9.910

Review 8.  Religious Orders Study and Rush Memory and Aging Project.

Authors:  David A Bennett; Aron S Buchman; Patricia A Boyle; Lisa L Barnes; Robert S Wilson; Julie A Schneider
Journal:  J Alzheimers Dis       Date:  2018       Impact factor: 4.472

9.  Dissociable influences of APOE ε4 and polygenic risk of AD dementia on amyloid and cognition.

Authors:  Tian Ge; Mert R Sabuncu; Jordan W Smoller; Reisa A Sperling; Elizabeth C Mormino
Journal:  Neurology       Date:  2018-03-28       Impact factor: 9.910

10.  An Alzheimer's Disease Genetic Risk Score Predicts Longitudinal Thinning of Hippocampal Complex Subregions in Healthy Older Adults.

Authors:  Theresa M Harrison; Zanjbeel Mahmood; Edward P Lau; Alexandra M Karacozoff; Alison C Burggren; Gary W Small; Susan Y Bookheimer
Journal:  eNeuro       Date:  2016-07-15
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  22 in total

Review 1.  Neurobiological Highlights of Cognitive Impairment in Psychiatric Disorders.

Authors:  Anna Morozova; Yana Zorkina; Olga Abramova; Olga Pavlova; Konstantin Pavlov; Kristina Soloveva; Maria Volkova; Polina Alekseeva; Alisa Andryshchenko; Georgiy Kostyuk; Olga Gurina; Vladimir Chekhonin
Journal:  Int J Mol Sci       Date:  2022-01-22       Impact factor: 5.923

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

Authors:  Vijay K Ramanan; Michael G Heckman; Scott A Przybelski; Timothy G Lesnick; Val J Lowe; Jonathan Graff-Radford; M Mielke; Clifford R Jack; David S Knopman; Ronald C Petersen; Owen A Ross; Prashanthi Vemuri
Journal:  J Alzheimers Dis       Date:  2022       Impact factor: 4.160

3.  Tau polygenic risk scoring: a cost-effective aid for prognostic counseling in Alzheimer's disease.

Authors:  Vijay K Ramanan; Michael G Heckman; Timothy G Lesnick; Scott A Przybelski; Elliot J Cahn; Matthew L Kosel; Melissa E Murray; Michelle M Mielke; Hugo Botha; Jonathan Graff-Radford; David T Jones; Val J Lowe; Mary M Machulda; Clifford R Jack; David S Knopman; Ronald C Petersen; Owen A Ross; Prashanthi Vemuri
Journal:  Acta Neuropathol       Date:  2022-04-12       Impact factor: 15.887

4.  Enriching the design of Alzheimer's disease clinical trials: Application of the polygenic hazard score and composite outcome measures.

Authors:  Sarah J Banks; Yuqi Qiu; Chun Chieh Fan; Anders M Dale; Jingjing Zou; Brianna Askew; Howard H Feldman
Journal:  Alzheimers Dement (N Y)       Date:  2020-09-13

5.  Brain Imaging Genomics: Integrated Analysis and Machine Learning.

Authors:  Li Shen; Paul M Thompson
Journal:  Proc IEEE Inst Electr Electron Eng       Date:  2019-10-29       Impact factor: 10.961

6.  Sex-dependent autosomal effects on clinical progression of Alzheimer's disease.

Authors:  Chun Chieh Fan; Sarah J Banks; Wesley K Thompson; Chi-Hua Chen; Linda K McEvoy; Chin Hong Tan; Walter Kukull; David A Bennett; Lindsay A Farrer; Richard Mayeux; Gerard D Schellenberg; Ole A Andreassen; Rahul Desikan; Anders M Dale
Journal:  Brain       Date:  2020-07-01       Impact factor: 13.501

7.  Genetic risk for alzheimer disease is distinct from genetic risk for amyloid deposition.

Authors:  Ganna Leonenko; Maryam Shoai; Eftychia Bellou; Rebecca Sims; Julie Williams; John Hardy; Valentina Escott-Price
Journal:  Ann Neurol       Date:  2019-07-01       Impact factor: 10.422

8.  Assessment of genetic risk for improved clinical-neuropathological correlations.

Authors:  Barbara E Spencer; Robin G Jennings; Chun C Fan; James B Brewer
Journal:  Acta Neuropathol Commun       Date:  2020-09-10       Impact factor: 7.801

9.  A comprehensive analysis of methods for assessing polygenic burden on Alzheimer's disease pathology and risk beyond APOE.

Authors:  Andre Altmann; Marzia A Scelsi; Maryam Shoai; Eric de Silva; Leon M Aksman; David M Cash; John Hardy; Jonathan M Schott
Journal:  Brain Commun       Date:  2019-12-16

10.  Interaction of CSF α-synuclein and amyloid beta in cognition and cortical atrophy.

Authors:  Young-Gun Lee; Seun Jeon; Sung Woo Kang; Mincheol Park; Kyoungwon Baik; Han Soo Yoo; Seok Jong Chung; Seong Ho Jeong; Jin Ho Jung; Phil Hyu Lee; Young Ho Sohn; Alan C Evans; Byoung Seok Ye
Journal:  Alzheimers Dement (Amst)       Date:  2021-05-21
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