Trans-ethnic genomic informed risk assessment for Alzheimer's disease: An International Hundred K plus Cohorts Consortium study
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Citações na Scopus
1
Tipo de produção
article
Data de publicação
2023
Título da Revista
ISSN da Revista
Título do Volume
Editora
WILEY
Autores
SLEIMAN, Patrick M.
QU, Hui-Qi
CONNOLLY, John J.
MENTCH, Frank
TOLLMAN, Stephen
CHOUDHURY, Ananyo
RAMSAY, Michele
KATO, Norihiro
Citação
ALZHEIMERS & DEMENTIA, v.19, n.12, p.5765-5772, 2023
Resumo
BackgroundAs a collaboration model between the International HundredK+ Cohorts Consortium (IHCC) and the Davos Alzheimer's Collaborative (DAC), our aim was to develop a trans-ethnic genomic informed risk assessment (GIRA) algorithm for Alzheimer's disease (AD). MethodsThe GIRA model was created to include polygenic risk score calculated from the AD genome-wide association study loci, the apolipoprotein E haplotypes, and non-genetic covariates including age, sex, and the first three principal components of population substructure. ResultsWe validated the performance of the GIRA model in different populations. The proteomic study in the participant sites identified proteins related to female infertility and autoimmune thyroiditis and associated with the risk scores of AD. ConclusionsAs the initial effort by the IHCC to leverage existing large-scale datasets in a collaborative setting with DAC, we developed a trans-ethnic GIRA for AD with the potential of identifying individuals at high risk of developing AD for future clinical applications.
Palavras-chave
Alzheimer's disease, data sharing, female infertility, genomic informed risk assessment, minority population, polygenic risk score, thyroid, trans-ethnic
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