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Record W2051159594 · doi:10.1016/j.jalz.2014.07.009

P4‐237: WHOLE GENE‐BASED ASSOCIATION OF BASELINE PLASMA HOMOCYSTEINE IN THE ADNI‐1 COHORT

2014· article· en· W2051159594 on OpenAlexaff
Sungeun Kim, Kwangsik Nho, Shannon L. Risacher, Priya Rajagopalan, Li Shen, Leslie M. Shaw, John Q. Trojanowski, Mitchel A. Kling, Xianlin Han, Dayan B. Goodenowe, Daniel M. Rotroff, P. Murali Doraiswamy, Rima Kaddurah‐Daouk, Andrew J. Saykin

Bibliographic record

VenueAlzheimer s & Dementia · 2014
Typearticle
Languageen
FieldMedicine
TopicFolate and B Vitamins Research
Canadian institutionsPhenomenome Discoveries (Canada)
Fundersnot available
KeywordsGenome-wide association studyHomocysteineGeneGeneticsAlzheimer's Disease Neuroimaging InitiativeGenotypeApolipoprotein EGenetic associationBiologyInternal medicineDiseaseBioinformaticsEndocrinologySingle-nucleotide polymorphismMedicineAlzheimer's disease

Abstract

fetched live from OpenAlex

Homocysteine (HCY) is one of the key metabolites in one-carbon metabolism pathway and plasma HCY was shown to be elevated in AD and associated with brain atrophy 1,2. Identification of genetic influence on HCY level can inform which genes will subsequently affect the levels of other metabolites in the one-carbon pathway and can reveal new genetic risk factors for AD through the one-carbon pathway. Quality-controlled baseline plasma HCY and GWAS data were from 742 non-Hispanic Caucasian participants (Table 1) in the Alzheimer's Disease Neuroimaging Initiative. G ene-based analysis was conducted using an additive genetic model with and without APOE e 4 status in addition to sex and age as covariates to investigate the overall effect of all genetic variants within each gene using HYST 3. Genes with p<2.13 x10 - 6 (0.05/23,505 genes) were considered to be genome-wide significant. One gene (KLF15, p = 4.02 x10 - 7) w as genome-wide significant, even after adjusting for APOE genotype. Th is gene ha s not been previously studied in AD nor has it been associated with plasma HCY level, to date.KLF15 and SP1 are known to synergistically activate acetyl-CoA synthetase 2 (AceCS2) which produces acetyl-CoA for oxidation 4.Acetyl-CoA is a co-enzyme in the synthesis of acetylcholine, an important neurotransmitter involved in learning and memory. SP1 was recently identified in a transcriptional regulation network involving many genes associated with memory impairment using the ADNI cohort 5. Two more genes (VAV3, COX10) show suggestive association (p<6.98 x10 -6).VAV3 is known to interact with phospholipase C, gamma 1 (PLCG1), which through diacylglycerol (DAG) is involved in the degradation of phosphocholine, a phosphomonoester elevated in hippocampus in early stages of AD. COX activity was shown to be significantly decreased in the hippocampus of AD patients 6. Our results demonstrate the promise of integrating genetics with quantitative metabolomic endophenotypes to better understand metabolomic changes using genetics and to discover novel mechanistic targets related to AD pathophysiology.[1] Seshadri et al., N Engl J Med, 2002. [2] Rajagopalan et al., Neuroreport, 2011. [3] Li et al., Am J Hum Genet, 2012. [4] Yamamoto et al., J Biol Chem, 2004. [5] Ramanan et al., Brain Imaging Behav, 2012. [6] Bosetti et al., Neurobiol Aging, 2002.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.022
GPT teacher head0.286
Teacher spread0.264 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2014
Admission routes1
Has abstractyes

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