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Genetic studies of quantitative MCI and AD phenotypes in ADNI: Progress, opportunities, and plans.

Publication ,  Journal Article
Saykin, AJ; Shen, L; Yao, X; Kim, S; Nho, K; Risacher, SL; Ramanan, VK; Foroud, TM; Faber, KM; Sarwar, N; Munsie, LM; Hu, X; Soares, HD ...
Published in: Alzheimers Dement
July 2015

INTRODUCTION: Genetic data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) have been crucial in advancing the understanding of Alzheimer's disease (AD) pathophysiology. Here, we provide an update on sample collection, scientific progress and opportunities, conceptual issues, and future plans. METHODS: Lymphoblastoid cell lines and DNA and RNA samples from blood have been collected and banked, and data and biosamples have been widely disseminated. To date, APOE genotyping, genome-wide association study (GWAS), and whole exome and whole genome sequencing data have been obtained and disseminated. RESULTS: ADNI genetic data have been downloaded thousands of times, and >300 publications have resulted, including reports of large-scale GWAS by consortia to which ADNI contributed. Many of the first applications of quantitative endophenotype association studies used ADNI data, including some of the earliest GWAS and pathway-based studies of biospecimen and imaging biomarkers, as well as memory and other clinical/cognitive variables. Other contributions include some of the first whole exome and whole genome sequencing data sets and reports in healthy controls, mild cognitive impairment, and AD. DISCUSSION: Numerous genetic susceptibility and protective markers for AD and disease biomarkers have been identified and replicated using ADNI data and have heavily implicated immune, mitochondrial, cell cycle/fate, and other biological processes. Early sequencing studies suggest that rare and structural variants are likely to account for significant additional phenotypic variation. Longitudinal analyses of transcriptomic, proteomic, metabolomic, and epigenomic changes will also further elucidate dynamic processes underlying preclinical and prodromal stages of disease. Integration of this unique collection of multiomics data within a systems biology framework will help to separate truly informative markers of early disease mechanisms and potential novel therapeutic targets from the vast background of less relevant biological processes. Fortunately, a broad swath of the scientific community has accepted this grand challenge.

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Published In

Alzheimers Dement

DOI

EISSN

1552-5279

Publication Date

July 2015

Volume

11

Issue

7

Start / End Page

792 / 814

Location

United States

Related Subject Headings

  • Neuroimaging
  • Mitochondrial Precursor Protein Import Complex Proteins
  • Membrane Transport Proteins
  • Humans
  • Geriatrics
  • Genetic Association Studies
  • Disease Progression
  • Databases, Bibliographic
  • Cognitive Dysfunction
  • Biomarkers
 

Citation

APA
Chicago
ICMJE
MLA
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Saykin, A. J., Shen, L., Yao, X., Kim, S., Nho, K., Risacher, S. L., … Alzheimer’s Disease Neuroimaging Initiative, . (2015). Genetic studies of quantitative MCI and AD phenotypes in ADNI: Progress, opportunities, and plans. Alzheimers Dement, 11(7), 792–814. https://doi.org/10.1016/j.jalz.2015.05.009
Saykin, Andrew J., Li Shen, Xiaohui Yao, Sungeun Kim, Kwangsik Nho, Shannon L. Risacher, Vijay K. Ramanan, et al. “Genetic studies of quantitative MCI and AD phenotypes in ADNI: Progress, opportunities, and plans.Alzheimers Dement 11, no. 7 (July 2015): 792–814. https://doi.org/10.1016/j.jalz.2015.05.009.
Saykin AJ, Shen L, Yao X, Kim S, Nho K, Risacher SL, et al. Genetic studies of quantitative MCI and AD phenotypes in ADNI: Progress, opportunities, and plans. Alzheimers Dement. 2015 Jul;11(7):792–814.
Saykin, Andrew J., et al. “Genetic studies of quantitative MCI and AD phenotypes in ADNI: Progress, opportunities, and plans.Alzheimers Dement, vol. 11, no. 7, July 2015, pp. 792–814. Pubmed, doi:10.1016/j.jalz.2015.05.009.
Saykin AJ, Shen L, Yao X, Kim S, Nho K, Risacher SL, Ramanan VK, Foroud TM, Faber KM, Sarwar N, Munsie LM, Hu X, Soares HD, Potkin SG, Thompson PM, Kauwe JSK, Kaddurah-Daouk R, Green RC, Toga AW, Weiner MW, Alzheimer’s Disease Neuroimaging Initiative. Genetic studies of quantitative MCI and AD phenotypes in ADNI: Progress, opportunities, and plans. Alzheimers Dement. 2015 Jul;11(7):792–814.
Journal cover image

Published In

Alzheimers Dement

DOI

EISSN

1552-5279

Publication Date

July 2015

Volume

11

Issue

7

Start / End Page

792 / 814

Location

United States

Related Subject Headings

  • Neuroimaging
  • Mitochondrial Precursor Protein Import Complex Proteins
  • Membrane Transport Proteins
  • Humans
  • Geriatrics
  • Genetic Association Studies
  • Disease Progression
  • Databases, Bibliographic
  • Cognitive Dysfunction
  • Biomarkers