Molecular PsychiatryGeneticsPeer-reviewed journal article
Genetic data and cognitively-defined late-onset Alzheimer’s disease subgroups
EPAD Study Group, Shubhabrata MukherjeeiD, Investigators from ACT, Investigators from ROS, Investigators from MAP, Investigators from ADNI, Jesse B MeziD, Emily H. TrittschuhiD, Andrew J. SaykiniD, Laura E. GibbonsiD, David W. FardoiD, Madeline E. WesselsiD, Julia BaumaniD, Mackenzie R. Moore, Seo‐Eun ChoiiD, Alden L. GrossiD, Joanne RichiD, Diana Nelson LoudeniD, Ruth Elizabeth SandersiD, Thomas J. GrabowskiiD, Thomas D. BirdiD, Susan M. McCurryiD, Beth Ellen SnitziD, M. Ilyas KambohiD, Oscar L. LópeziD, , Paul K. CraneiD
Abstract
Categorizing people with late-onset Alzheimers disease into biologically coherent subgroups is important for personalized medicine. We evaluated data from five studies (total n=4 050, of whom 2 431 had genome-wide single nucleotide polymorphism (SNP) data). We assigned people to cognitively-defined subgroups on the basis of relative performance in memory, executive functioning, visuospatial functioning, and language at the time of Alzheimers disease diagnosis. We compared genotype frequencies for each subgroup to those from cognitively normal elderly controls. We focused on APOE and on SNPs with p1.30). There was substantial variation across studies in the proportions of people in each subgroup. In each study, higher proportions of people with isolated substantial relative memory impairment had [≥]1 APOE e4 allele than any other subgroup (overall p= 1.5 x 10-27). Across subgroups, there were 33 novel suggestive loci across the genome with p<10-5 and an extreme OR compared to controls, of which none had statistical evidence of heterogeneity and 30 had ORs in the same direction across all datasets. These data support the biological coherence of cognitively-defined subgroups and nominate novel genetic loci.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 91
- FWCI
- 8.41
- Field percentile
- top 2%
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