Back

Associations of Alzheimer's disease with inpatient hospital costs and with quality-adjusted life years: Evidence from conventional and Mendelian randomization analyses in the UK Biobank

Dixon, P.; Anderson, E. L.

2023-12-10 health economics
10.1101/2023.12.09.23299763 medRxiv
Show abstract

BACKGROUNDAlzheimers disease and other dementias are progressive neurodegenerative disorders with profound impacts on cognitive function. There is a shortage of economic evidence relating to the impact Alzheimers disease on healthcare costs and quality-adjusted life-years (QALYs). METHODSWe employed two study designs to model the association between Alzheimers disease and healthcare costs and QALYs. We first estimated conventional multivariable models of the association between Alzheimers disease and these core economic outcomes. However, these types of model may be confounded by diseases, processes, or traits that independently affect Alzheimers disease and either or both of healthcare costs and QALYs. We therefore also explored a complementary approach using germline genetic variation as instrumental variables in a Mendelian randomization analysis. We used single nucleotide polymorphisms (SNPs) identified in recent genome-wide association studies of Alzheimers disease as instruments. We studied outcome data on inpatient hospital costs and QALYs in the UK Biobank cohort. RESULTSData from up to 310,838 individuals were analyzed. N=55 cases of Alzheimers disease were reported at or before recruitment into UK Biobank. A further N=284 incident cases were identified over follow-up. Multivariable observational analysis of the prevalent cases suggested significant impacts on costs ({pound}1,140 in cases, 95% Confidence Interval (CI): {pound}825 to {pound}1,456) and QALYs (-25%, 95% CI: -28% to -21%). Mendelian randomization estimates were very imprecise for costs ({pound}3,082, 95% CI: -{pound}7,183 to {pound}13,348) and QALYs (-32%, 95% CI: -149% to 85%), likely due to the small proportion of variance (0.9%) explained in Alzheimers disease status by the most predictive set of SNPs. IMPLICATIONSConventional multivariable models suggested important impacts of Alzheimers disease on inpatient hospital costs and QALYs, although this finding was based on very few cases which may have included instances of early-onset dementia. Mendelian randomization was very imprecise. Larger GWAS of clinical cases, improved understanding of the architecture of the disease, and the follow-up of cohorts until old age and death will help overcome these challenges.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
The Lancet Healthy Longevity
11 papers in training set
Top 0.1%
19.0%
2
Alzheimer's & Dementia
143 papers in training set
Top 0.5%
15.0%
3
BMJ Open
554 papers in training set
Top 4%
5.0%
4
Annals of Neurology
57 papers in training set
Top 0.3%
5.0%
5
PLOS ONE
4510 papers in training set
Top 35%
4.1%
6
Brain
154 papers in training set
Top 2%
3.7%
50% of probability mass above
7
Journal of Alzheimer's Disease
43 papers in training set
Top 0.5%
3.7%
8
Nature Communications
4913 papers in training set
Top 39%
3.7%
9
Neurology
44 papers in training set
Top 0.5%
3.1%
10
Brain Communications
147 papers in training set
Top 0.9%
2.8%
11
Neurobiology of Aging
95 papers in training set
Top 1%
2.4%
12
The British Journal of Psychiatry
21 papers in training set
Top 0.4%
2.1%
13
Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring
38 papers in training set
Top 0.7%
1.7%
14
PLOS Medicine
98 papers in training set
Top 2%
1.7%
15
The Lancet Infectious Diseases
71 papers in training set
Top 1%
1.7%
16
BMC Medicine
163 papers in training set
Top 4%
1.5%
17
Age and Ageing
27 papers in training set
Top 0.3%
1.4%
18
eClinicalMedicine
55 papers in training set
Top 0.8%
1.4%
19
Scientific Reports
3102 papers in training set
Top 66%
1.3%
20
BJGP Open
12 papers in training set
Top 0.5%
1.0%
21
Alzheimer's Research & Therapy
52 papers in training set
Top 1%
0.9%
22
NeuroImage: Clinical
132 papers in training set
Top 3%
0.9%
23
Alzheimer's & Dementia: Translational Research & Clinical Interventions
16 papers in training set
Top 0.6%
0.8%
24
Journal of Neurology, Neurosurgery & Psychiatry
29 papers in training set
Top 1%
0.8%
25
Nature Aging
51 papers in training set
Top 2%
0.8%
26
The Lancet Digital Health
25 papers in training set
Top 1%
0.7%
27
Brain, Behavior, & Immunity - Health
27 papers in training set
Top 0.8%
0.5%
28
Neurology Genetics
14 papers in training set
Top 0.4%
0.5%
29
Neurobiology of Disease
134 papers in training set
Top 5%
0.5%
30
American Journal of Preventive Medicine
11 papers in training set
Top 0.7%
0.5%