Proteomic biomarkers of cognitive function, APOE ε4 status, and dementia in Generation Scotland
Smith, H. M.; Moodie, J. E.; Davies, G.; Richmond, A.; Robertson, J. A.; Chybowska, A. D.; Drake, C.; Adkin, P.; Vernardis, S. I.; Grauslys, A.; White, M. E. H.; Andrejev, S.; Brigden, C.; Messner, C. B.; Hayward, C.; Zelezniak, A.; Ralser, M.; Krätschmer, I.; Robinson, M. R.; Cox, S. R.; Marioni, R. E.
Show abstract
Untargeted mass spectrometry remains underutilised for blood-based biomarker discovery in dementia research from large cohorts, where affinity-based approaches dominate. To address this, we examined mass-spectrometry-derived proteomic correlates of cognitive function, genetic predisposition to cognitive health, APOE {varepsilon}4 status, and incident dementia. Using multivariate Bayesian regression, we assessed associations between 439 independent mass spectrometry signals and five cognitive outcomes--four cognitive tests and a cognitive function polygenic score--in Generation Scotland (n = 14,258). We observed associations between three cognitive tests (digit symbol, vocabulary and verbal fluency) and a mass spectrometry signal that mapped to selenoprotein P (absolute {beta}range = 0.02 - 0.03, posterior inclusion probability [≥] 0.95). Carrying one or two copies of the APOE {varepsilon}4 allele was associated with a lower mass spectrometry signal that mapped to afamin ({beta} = -0.08 and -0.2, respectively, p < 3.1 x 10-4, n = 14,745). A higher mass spectrometry signal that maps to both complement c2 and complement factor B proteins was associated with lower hazard for incident dementia (hazard ratio = 0.75, p < 3.1 x 10-4, ncases = 212 and ncontrols = 6,765) diagnosed up to 17 years after blood sampling. We identified specific independent mass spectrometry signals which may be candidate biomarkers of cognitive function, APOE {varepsilon}4 status, and could aid in the early detection of dementia; however, further replication studies in other populations are required.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Manifestations of genetic risk for Alzheimer's Disease in the blood: a cross-sectional multi-omic analysis in healthy adults aged 18-90+ 97%
- Co-localized SNPs Affecting the Expression of Taste Perception Genes are linked to Alzheimer's Disease 94%
- Little genomic support for cyclophilin A-matrix metalloproteinase-9 pathway as a therapeutic target for cognitive impairment in APOE4 carriers 94%
Similar papers in this journal
- Individual bioenergetic capacity as a potential source of resilience to Alzheimer’s disease 94%
- Plasma p-tau212: antemortem diagnostic performance and prediction of autopsy verification of Alzheimer’s disease neuropathology 94%
- A public resource of single cell transcriptomes and multiscale networks from persons with and without Alzheimer's disease 94%
Similar papers in this journal
- The ratio of plasma pTau181 and pTau217 to Aβ42 outperforms individual measurements in detecting brain amyloidosis 93%
- Adherence to Life’s Essential 8 is associated with delayed white matter aging 93%
- Prediction of brain age using structural magnetic resonance imaging: A comparison of clinical validity of publicly available software packages 92%