Title | Blood metabolites predicting mild cognitive impairment in the study of Latinos-investigation of neurocognitive aging (HCHS/SOL). |
Publication Type | Publication |
Year | 2022 |
Authors | 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, González HM, Sofer T |
Journal | Alzheimers Dement (Amst) |
Volume | 14 |
Issue | 1 |
Pagination | e12259 |
Date Published | 2022 |
ISSN | 2352-8729 |
Abstract | 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. |
DOI | 10.1002/dad2.12259 |
Alternate Journal | Alzheimers Dement (Amst) |
PubMed ID | 35229015 |
PubMed Central ID | PMC8865745 |
Grant List | HHSN268201300005C / HL / NHLBI NIH HHS / United States HHSN268201300004C / HL / NHLBI NIH HHS / United States P30 AG059299 / AG / NIA NIH HHS / United States HHSN268201300001C / HL / NHLBI NIH HHS / United States P30 AG062429 / AG / NIA NIH HHS / United States U01 HG004402 / HG / NHGRI NIH HHS / United States RF1 AG054548 / AG / NIA NIH HHS / United States HHSN268201700002C / HL / NHLBI NIH HHS / United States HHSN268201700001I / HL / NHLBI NIH HHS / United States HHSN268201700004I / HL / NHLBI NIH HHS / United States HHSN268201300003C / HL / NHLBI NIH HHS / United States HHSN268201700004C / HL / NHLBI NIH HHS / United States R21 AG056952 / AG / NIA NIH HHS / United States HHSN268201700003I / HL / NHLBI NIH HHS / United States HHSN268201300003I / HL / NHLBI NIH HHS / United States R01 AG048642 / AG / NIA NIH HHS / United States RF1 AG061022 / AG / NIA NIH HHS / United States HHSN268201700005C / HL / NHLBI NIH HHS / United States HHSN268201700001C / HL / NHLBI NIH HHS / United States HHSN268201700003C / HL / NHLBI NIH HHS / United States HHSN268201700002I / HL / NHLBI NIH HHS / United States HHSN268201700005I / HL / NHLBI NIH HHS / United States |
Blood metabolites predicting mild cognitive impairment in the study of Latinos-investigation of neurocognitive aging (HCHS/SOL).
MS#:
0968
ECI:
Yes
Manuscript Status:
Published