Genetic and Sex Associations with Earlier Estimated Onset of Amyloid Positivity from over 4000 Harmonized Positron Emission Tomography Images

Abstract Background New techniques have been developed to estimate the age when someone converted to amyloid positivity (EAOA) from PET, oftentimes offering information Aβout a participant decades before they joined a research study. EAOA is variable across populations but we do not know the causes for these differences. This study aims to validate APOE associations with EAOA and explore genetic and sex‐based factors with EAOA. Methods Data from six cohorts were analyzed. Our analysis included 4220 non‐Hispanic white people (57.6% women; 86.7% cognitively unimpaired at baseline scan). Amyloid PET data were harmonized using gaussian mixture models. EAOA was calculated using the sampled iterative local approximation (SILA) algorithm. Sex differences in EAOA were compared using t‐tests amongst amyloid positive individuals. A genome‐wide association study of EAOA was performed. Gene analyses were conducted using MAGMA. Results Average EAOA was 81.1 years across all individuals regardless of amyloid status. APOE e2 homozygotes had slightly later EAOA than e3/e3 homozygotes. APOE e4 homozygotes converted to amyloid positivity 8.2 years before e3/e4 heterozygotes and over two decades earlier than e3 homozygotes. APOE e2/e4 converted to positivity roughly three years later than e3/e4 and nearly ten years earlier than e3 homozygotes. APOE genotype differences in EAOA described were statistically significant (p < .01). There were significant sex differences between men and women when examining amyloid positivity. Men converted to amyloid positivity over 2 years later than women (65.3 vs 63.2 years, p=3.23x10‐5). The rs12981369 polymorphism in ABCA7 was associated with EAOA (β = 2.14, p=9.27×10−9). Brain eQTL databases indicate associations between rs12981369 and gene expression of ABCA7 . Gene‐level analyses revealed significant associations for ABCA7, HMHA1 , and KIF13B . Conclusion This study further describes the role of APOE and reveals roles for ABCA7 and KIF13B on amyloid onset. We identified a novel variant on chromosome 19 correlating with later amyloid onset conversion and highlight important differences between sexes. These findings highlight EAOA as a powerful endophenotype of AD and offer insights into potential drug‐targetable mechanisms for early AD intervention.

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Journal
Alzheimer s & Dementia
Published
2024-12-01
DOI
https://doi.org/10.1002/alz.092852
Primary Topic
Alzheimer's disease research and treatments
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article
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article

Genetic and Sex Associations with Earlier Estimated Onset of Amyloid Positivity from over 4000 Harmonized Positron Emission Tomography Images

Reisa Anne Sperling, Tonnar Castellano, Susan M. Resnick, Timothy J. Hohman et al.
Alzheimer s & Dementia
Alzheimer's disease research and treatments
article

Genetic and Sex Associations with Earlier Estimated Onset of Amyloid Positivity from over 4000 Harmonized Positron Emission Tomography Images

Reisa Anne Sperling, Tonnar Castellano, Susan M. Resnick, Timothy J. Hohman, Tobey J. Betthauser, Marilyn Albert, Andrew J. Saykin, Derek B. Archer, Logan C. Dumitrescu, Mary Ellen I. Koran, Karly Alex Cody, Corinne D. Engelman, Yiyang Wu, Emma Nolan, Elizabeth C. Mormino, Theresa M. Harrison, Murat Bilgel, Badri Narayan Vardarajan, Alaina Durant, Tianyu Wang, Vaibhav A. Janve, William Jagust, Sterling C. Johnson, Richard Mayeux
article en

Abstract

Abstract Background New techniques have been developed to estimate the age when someone converted to amyloid positivity (EAOA) from PET, oftentimes offering information Aβout a participant decades before they joined a research study. EAOA is variable across populations but we do not know the causes for these differences. This study aims to validate APOE associations with EAOA and explore genetic and sex‐based factors with EAOA. Methods Data from six cohorts were analyzed. Our analysis included 4220 non‐Hispanic white people (57.6% women; 86.7% cognitively unimpaired at baseline scan). Amyloid PET data were harmonized using gaussian mixture models. EAOA was calculated using the sampled iterative local approximation (SILA) algorithm. Sex differences in EAOA were compared using t‐tests amongst amyloid positive individuals. A genome‐wide association study of EAOA was performed. Gene analyses were conducted using MAGMA. Results Average EAOA was 81.1 years across all individuals regardless of amyloid status. APOE e2 homozygotes had slightly later EAOA than e3/e3 homozygotes. APOE e4 homozygotes converted to amyloid positivity 8.2 years before e3/e4 heterozygotes and over two decades earlier than e3 homozygotes. APOE e2/e4 converted to positivity roughly three years later than e3/e4 and nearly ten years earlier than e3 homozygotes. APOE genotype differences in EAOA described were statistically significant (p < .01). There were significant sex differences between men and women when examining amyloid positivity. Men converted to amyloid positivity over 2 years later than women (65.3 vs 63.2 years, p=3.23x10‐5). The rs12981369 polymorphism in ABCA7 was associated with EAOA (β = 2.14, p=9.27×10−9). Brain eQTL databases indicate associations between rs12981369 and gene expression of ABCA7 . Gene‐level analyses revealed significant associations for ABCA7, HMHA1 , and KIF13B . Conclusion This study further describes the role of APOE and reveals roles for ABCA7 and KIF13B on amyloid onset. We identified a novel variant on chromosome 19 correlating with later amyloid onset conversion and highlight important differences between sexes. These findings highlight EAOA as a powerful endophenotype of AD and offer insights into potential drug‐targetable mechanisms for early AD intervention.

Alzheimer s & DementiaVol. 20(S2)
Brigham and Women's Hospital (US), National Institutes of Health (US), NewYork–Presbyterian Hospital (US), University of Wisconsin–Madison (US), Johns Hopkins University (US), Palo Alto University (US), Vanderbilt University (US), Columbia University Irving Medical Center (US), Johns Hopkins Medicine (US), Massachusetts General Hospital (US), National Institute on Aging (US), Indiana University School of Medicine, Indiana University – Purdue University Indianapolis (US), Columbia University (US), Vanderbilt University Medical Center (US), University of California, Berkeley (US), Stanford University (US)
Openalex Percentile: Top 65%
Alzheimer's disease research and treatments
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