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Blood metabolites predicting mild cognitive impairment in the study of Latinos-investigation of neurocognitive aging (HCHS/SOL).

Publication ,  Journal Article
He, S; Granot-Hershkovitz, E; Zhang, Y; Bressler, J; Tarraf, W; Yu, B; Huang, T; Zeng, D; Wassertheil-Smoller, S; Lamar, M; Daviglus, M ...
Published in: Alzheimers Dement (Amst)
2022

INTRODUCTION: Blood metabolomics-based biomarkers may be useful to predict measures of neurocognitive aging. METHODS: We tested the association between 707 blood metabolites measured in 1451 participants from the Hispanic Community Health Study/Study of Latinos (HCHS/SOL), with mild cognitive impairment (MCI) and global cognitive change assessed 7 years later. We further used Lasso penalized regression to construct a metabolomics risk score (MRS) that predicts MCI, potentially identifying a different set of metabolites than those discovered in individual-metabolite analysis. RESULTS: We identified 20 metabolites predicting prevalent MCI and/or global cognitive change. Six of them were novel and 14 were previously reported as associated with neurocognitive aging outcomes. The MCI MRS comprised 61 metabolites and improved prediction accuracy from 84% (minimally adjusted model) to 89% in the entire dataset and from 75% to 87% among apolipoprotein E ε4 carriers. DISCUSSION: Blood metabolites may serve as biomarkers identifying individuals at risk for MCI among US Hispanics/Latinos.

Duke Scholars

Published In

Alzheimers Dement (Amst)

DOI

ISSN

2352-8729

Publication Date

2022

Volume

14

Issue

1

Start / End Page

e12259

Location

United States

Related Subject Headings

  • 5202 Biological psychology
  • 3209 Neurosciences
 

Citation

APA
Chicago
ICMJE
MLA
NLM
He, S., Granot-Hershkovitz, E., Zhang, Y., Bressler, J., Tarraf, W., Yu, B., … Sofer, T. (2022). Blood metabolites predicting mild cognitive impairment in the study of Latinos-investigation of neurocognitive aging (HCHS/SOL). Alzheimers Dement (Amst), 14(1), e12259. https://doi.org/10.1002/dad2.12259
He, Shan, Einat Granot-Hershkovitz, Ying Zhang, Jan Bressler, Wassim Tarraf, Bing Yu, Tianyi Huang, et al. “Blood metabolites predicting mild cognitive impairment in the study of Latinos-investigation of neurocognitive aging (HCHS/SOL).Alzheimers Dement (Amst) 14, no. 1 (2022): e12259. https://doi.org/10.1002/dad2.12259.
He S, Granot-Hershkovitz E, Zhang Y, Bressler J, Tarraf W, Yu B, et al. Blood metabolites predicting mild cognitive impairment in the study of Latinos-investigation of neurocognitive aging (HCHS/SOL). Alzheimers Dement (Amst). 2022;14(1):e12259.
He, Shan, et al. “Blood metabolites predicting mild cognitive impairment in the study of Latinos-investigation of neurocognitive aging (HCHS/SOL).Alzheimers Dement (Amst), vol. 14, no. 1, 2022, p. e12259. Pubmed, doi:10.1002/dad2.12259.
He S, Granot-Hershkovitz E, Zhang Y, Bressler J, Tarraf W, Yu B, Huang T, Zeng D, Wassertheil-Smoller S, Lamar M, Daviglus M, Marquine MJ, Cai J, Mosley T, Kaplan R, Boerwinkle E, Fornage M, DeCarli C, Kristal B, Gonzalez HM, Sofer T. Blood metabolites predicting mild cognitive impairment in the study of Latinos-investigation of neurocognitive aging (HCHS/SOL). Alzheimers Dement (Amst). 2022;14(1):e12259.
Journal cover image

Published In

Alzheimers Dement (Amst)

DOI

ISSN

2352-8729

Publication Date

2022

Volume

14

Issue

1

Start / End Page

e12259

Location

United States

Related Subject Headings

  • 5202 Biological psychology
  • 3209 Neurosciences