Literature DB >> 29177679

Polygenic hazard score: an enrichment marker for Alzheimer's associated amyloid and tau deposition.

Chin Hong Tan1, Chun Chieh Fan2, Elizabeth C Mormino3, Leo P Sugrue4, Iris J Broce4, Christopher P Hess4, William P Dillon4, Luke W Bonham5, Jennifer S Yokoyama5, Celeste M Karch6, James B Brewer7,8,9, Gil D Rabinovici5, Bruce L Miller5, Gerard D Schellenberg10, Karolina Kauppi8, Howard A Feldman7, Dominic Holland7, Linda K McEvoy8, Bradley T Hyman11, David A Bennett12, Ole A Andreassen13,14, Anders M Dale2,7,8, Rahul S Desikan15,16.   

Abstract

There is an urgent need for identifying nondemented individuals at the highest risk of progressing to Alzheimer's disease (AD) dementia. Here, we evaluated whether a recently validated polygenic hazard score (PHS) can be integrated with known in vivo cerebrospinal fluid (CSF) or positron emission tomography (PET) biomarkers of amyloid, and CSF tau pathology to prospectively predict cognitive and clinical decline in 347 cognitive normal (CN; baseline age range = 59.7-90.1, 98.85% white) and 599 mild cognitively impaired (MCI; baseline age range = 54.4-91.4, 98.83% white) individuals from the Alzheimer's Disease Neuroimaging Initiative 1, GO, and 2. We further investigated the association of PHS with post-mortem amyloid load and neurofibrillary tangles in the Religious Orders Study and Memory and Aging Project (ROSMAP) cohort (N = 485, age at death range = 71.3-108.3). In CN and MCI individuals, we found that amyloid and total tau positivity systematically varies as a function of PHS. For individuals in greater than the 50th percentile PHS, the positive predictive value for amyloid approached 100%; for individuals in less than the 25th percentile PHS, the negative predictive value for total tau approached 85%. High PHS individuals with amyloid and tau pathology showed the steepest longitudinal cognitive and clinical decline, even among APOE ε4 noncarriers. Among the CN subgroup, we similarly found that PHS was strongly associated with amyloid positivity and the combination of PHS and biomarker status significantly predicted longitudinal clinical progression. In the ROSMAP cohort, higher PHS was associated with higher post-mortem amyloid load and neurofibrillary tangles, even in APOE ε4 noncarriers. Together, our results show that even after accounting for APOE ε4 effects, PHS may be useful in MCI and preclinical AD therapeutic trials to enrich for biomarker-positive individuals at highest risk for short-term clinical progression.

Entities:  

Keywords:  Alzheimer’s disease; Amyloid; Polygenic risk; Tau

Mesh:

Substances:

Year:  2017        PMID: 29177679      PMCID: PMC5758038          DOI: 10.1007/s00401-017-1789-4

Source DB:  PubMed          Journal:  Acta Neuropathol        ISSN: 0001-6322            Impact factor:   17.088


  29 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.  A composite score for executive functioning, validated in Alzheimer's Disease Neuroimaging Initiative (ADNI) participants with baseline mild cognitive impairment.

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

3.  Genetic susceptibility for Alzheimer disease neuritic plaque pathology.

Authors:  Joshua M Shulman; Kewei Chen; Brendan T Keenan; Lori B Chibnik; Adam Fleisher; Pradeep Thiyyagura; Auttawut Roontiva; Cristin McCabe; Nikolaos A Patsopoulos; Jason J Corneveaux; Lei Yu; Matthew J Huentelman; Denis A Evans; Julie A Schneider; Eric M Reiman; Philip L De Jager; David A Bennett
Journal:  JAMA Neurol       Date:  2013-09-01       Impact factor: 18.302

4.  Polygenic hazard scores in preclinical Alzheimer disease.

Authors:  Chin Hong Tan; Bradley T Hyman; Jacinth J X Tan; Christopher P Hess; William P Dillon; Gerard D Schellenberg; Lilah M Besser; Walter A Kukull; Karolina Kauppi; Linda K McEvoy; Ole A Andreassen; Anders M Dale; Chun Chieh Fan; Rahul S Desikan
Journal:  Ann Neurol       Date:  2017-09       Impact factor: 10.422

5.  Pathway-Specific Polygenic Risk Scores as Predictors of Amyloid-β Deposition and Cognitive Function in a Sample at Increased Risk for Alzheimer's Disease.

Authors:  Burcu F Darst; Rebecca L Koscik; Annie M Racine; Jennifer M Oh; Rachel A Krause; Cynthia M Carlsson; Henrik Zetterberg; Kaj Blennow; Bradley T Christian; Barbara B Bendlin; Ozioma C Okonkwo; Kirk J Hogan; Bruce P Hermann; Mark A Sager; Sanjay Asthana; Sterling C Johnson; Corinne D Engelman
Journal:  J Alzheimers Dis       Date:  2017       Impact factor: 4.472

6.  Cerebrospinal fluid biomarker signature in Alzheimer's disease neuroimaging initiative subjects.

Authors:  Leslie M Shaw; Hugo Vanderstichele; Malgorzata Knapik-Czajka; Christopher M Clark; Paul S Aisen; Ronald C Petersen; Kaj Blennow; Holly Soares; Adam Simon; Piotr Lewczuk; Robert Dean; Eric Siemers; William Potter; Virginia M-Y Lee; John Q Trojanowski
Journal:  Ann Neurol       Date:  2009-04       Impact factor: 10.422

7.  Biomarkers for the clinical evaluation of the cognitively impaired elderly: amyloid is not enough.

Authors:  Linda K McEvoy; James B Brewer
Journal:  Imaging Med       Date:  2012-06

Review 8.  Alzheimer's disease risk genes and mechanisms of disease pathogenesis.

Authors:  Celeste M Karch; Alison M Goate
Journal:  Biol Psychiatry       Date:  2014-05-17       Impact factor: 13.382

9.  Genetic Risk as a Marker of Amyloid-β and Tau Burden in Cerebrospinal Fluid.

Authors:  Nicola Voyle; Hamel Patel; Amos Folarin; Stephen Newhouse; Caroline Johnston; Pieter Jelle Visser; Richard J B Dobson; Steven J Kiddle
Journal:  J Alzheimers Dis       Date:  2017       Impact factor: 4.472

10.  Genetic Stratification to Identify Risk Groups for Alzheimer's Disease.

Authors:  Riccardo E Marioni; Archie Campbell; Saskia P Hagenaars; Reka Nagy; Carmen Amador; Caroline Hayward; David J Porteous; Peter M Visscher; Ian J Deary
Journal:  J Alzheimers Dis       Date:  2017       Impact factor: 4.472

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  39 in total

Review 1.  Clinical Research on Alzheimer's Disease: Progress and Perspectives.

Authors:  Bin-Lu Sun; Wei-Wei Li; Chi Zhu; Wang-Sheng Jin; Fan Zeng; Yu-Hui Liu; Xian-Le Bu; Jie Zhu; Xiu-Qing Yao; Yan-Jiang Wang
Journal:  Neurosci Bull       Date:  2018-06-28       Impact factor: 5.203

Review 2.  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

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

Authors:  Chin Hong Tan; Luke W Bonham; Chun Chieh Fan; Elizabeth C Mormino; Leo P Sugrue; Iris J Broce; Christopher P Hess; Jennifer S Yokoyama; Gil D Rabinovici; Bruce L Miller; Kristine Yaffe; Gerard D Schellenberg; Karolina Kauppi; Dominic Holland; Linda K McEvoy; Walter A Kukull; Duygu Tosun; Michael W Weiner; Reisa A Sperling; David A Bennett; Bradley T Hyman; Ole A Andreassen; Anders M Dale; Rahul S Desikan
Journal:  Brain       Date:  2019-02-01       Impact factor: 13.501

Review 4.  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

Review 5.  Progress in Polygenic Composite Scores in Alzheimer's and Other Complex Diseases.

Authors:  Danai Chasioti; Jingwen Yan; Kwangsik Nho; Andrew J Saykin
Journal:  Trends Genet       Date:  2019-03-25       Impact factor: 11.639

6.  Sex Differences in the Genetic Architecture of Alzheimer's Disease.

Authors:  Logan Dumitrescu; Elizabeth Rose Mayeda; Kavya Sharman; Annah M Moore; Timothy J Hohman
Journal:  Curr Genet Med Rep       Date:  2019-01-21

7.  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

8.  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

9.  Gene- and age-informed screening for preclinical Alzheimer's disease trials.

Authors:  Barbara E Spencer; Leonardino A Digma; Robin G Jennings; James B Brewer
Journal:  Alzheimers Dement       Date:  2020-11-23       Impact factor: 21.566

10.  The practical utility of genetic screening in school settings.

Authors:  J Shero; W van Dijk; A Edwards; C Schatschneider; E J Solari; S A Hart
Journal:  NPJ Sci Learn       Date:  2021-06-01
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