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Red blood cell indices and anaemia as causative factors for cognitive function deficits and for Alzheimer's disease

Abstract:
Background Studies have shown that low haemoglobin and anaemia are associated with poor cognition, and anaemia is known to be associated with Alzheimer’s disease (AD), but the mechanism of this risk is unknown. Here, we first seek to confirm the association between cognition and anaemia and secondly, in order to further understand the mechanism of this association, to estimate the direction of causation using Mendelian randomisation. Methods Two independent cohorts were used in this analysis: AddNeuroMed, a longitudinal study of 738 subjects including AD and age-matched controls with blood cell measures, cognitive assessments and gene expression data from blood; and UK Biobank, a study of 502,649 healthy participants, aged 40–69 years with cognitive test measures and blood cell indices at baseline. General linear models were calculated using cognitive function as the outcome with correction for age, sex and education. In UK Biobank, SNPs with known blood cell measure associations were analysed with Mendelian randomisation to estimate direction of causality. In AddNeuroMed, gene expression data was used in pathway enrichment analysis to identify associations reflecting biological function. Results Both sample sets evidence a reproducible association between cognitive performance and mean corpuscular haemoglobin (MCH), a measure of average mass of haemoglobin per red blood cell. Furthermore, in the AddNeuroMed cohort, where longitudinal samples were available, we showed a greater decline in red blood cell indices for AD patients when compared to controls (p values between 0.05 and 10−6). In the UK Biobank cohort, we found lower haemoglobin in participants with reduced cognitive function. There was a significant association for MCH and red blood cell distribution width (RDW, a measure of cell volume variability) compared to four cognitive function tests including reaction time and reasoning (p < 0.0001). Using Mendelian randomisation, we then showed a significant effect of MCH on the verbal–numeric and numeric traits, implying that anaemia has causative effect on cognitive performance. Conclusions Lower haemoglobin levels in blood are associated to poor cognitive function and AD. We have used UK Biobank SNP data to determine the relationship between cognitive testing and haemoglobin measures and suggest that haemoglobin level and therefore anaemia does have a primary causal impact on cognitive performance.
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1186/s13073-018-0556-z

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Institution:
University of Oxford
Division:
MSD
Department:
Psychiatry
Role:
Author
More by this author
Institution:
University of Oxford
Division:
Medical Sciences
Department:
Psychiatry
Role:
Author
More by this author
Institution:
University of Oxford
Division:
Medical Sciences
Department:
Psychiatry
Role:
Author


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Grant:
Horizon2020research
innovationprogramme2014–2020No.634143


Publisher:
BioMed Central
Journal:
Genome Medicine More from this journal
Volume:
10
Issue:
51
Publication date:
2018-06-29
Acceptance date:
2018-06-06
DOI:
EISSN:
1756-994X


Pubs id:
pubs:864409
UUID:
uuid:af6960ef-f7c1-440f-98ee-b2df28a82d2d
Local pid:
pubs:864409
Source identifiers:
864409
Deposit date:
2018-07-04

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