Back

The ABCD-GENE score influences vascular events in users of clopidogrel, aspirin, as well as non-users of either drug

Narasimhalu, K.; Mayerhofer, E.; Parodi, L.; Georgakis, M. K.; De Silva, D. A.; Rosand, J.; Anderson, C. D.

2023-08-09 cardiovascular medicine
10.1101/2023.08.06.23293732 medRxiv
Show abstract

Background and ObjectivesClopidogrel is an antiplatelet used in both primary and secondary prevention of cardiovascular diseases. It is a prodrug, requiring CYP2C19 for its metabolism to the active metabolite. The ABCD-GENE score, combining clinical attributes (age, body mass index, chronic kidney disease, diabetes mellitus), with genetic information (presence of 1 or 2 loss of function (LOF) alleles in the CYP2C19 gene) has been shown to identify patients with higher risk of recurrent cardiovascular events in high-risk populations undergoing percutaneous coronary intervention. We aimed to determine if the ABCD-GENE score or LOF alleles were associated with an increased risk of vascular events among clopidogrel users in a general population. MethodsWe conducted a population based cohort study with UK Biobanks primary care prescription records to identify clopidogrel users. ABCD-GENE scores were calculated with closest available data from the first date of clopidogrel prescription. The number of LOF alleles present, and the clinical component ABCD, were separate exposures. The outcome of interest was a composite endpoint of vascular events comprised of myocardial infarction, ischemic stroke, and death due to either of these. We performed Cox proportional hazards models with clopidogrel as a time varying exposure to predict hazards of these outcomes. In order to determine the drug specificity of these exposures, the analyses were repeated in aspirin users, and in non-users of either aspirin or clopidogrel. ResultsAmong 11,248 clopidogrel users, 3,365 (30%) developed a vascular event over a mean follow-up of 5.95{+/-}3.94 years. ABCD-GENE score [≥]10 was associated with an increased risk of vascular events (HR 1.13, 95% CI 1.03-1.23). In aspirin users, and in non-users of either aspirin or clopidogrel, the ABCD-GENE score was also associated with increased risk of vascular events. In clopidogrel users, aspirin users, and non-users of either drug, the ABCD score was associated with increased risk of vascular events. The presence of two CYP2C19 LOF alleles was associated with an increased risk of vascular events in aspirin and non-users but not in clopidogrel users. DiscussionIn this population-based cohort study, the ABCD-GENE score was associated with an increased risk of vascular events in clopidogrel users, aspirin users, and in non-users of either drug. The clinical component, ABCD was also associated with an increased risk of vascular events in all three groups. This suggests that the ABCD-GENE score is not specific to clopidogrel users in identifying persons at high risk of vascular events in a general sample with low baseline CYP2C19 LOF allele frequency.

Matching journals

The top 7 journals account for 50% of the predicted probability mass.

1
British Journal of Clinical Pharmacology
21 papers in training set
Top 0.1%
18.9%
2
Clinical Pharmacology & Therapeutics
25 papers in training set
Top 0.1%
8.5%
3
Atherosclerosis
29 papers in training set
Top 0.3%
6.4%
4
Circulation: Genomic and Precision Medicine
42 papers in training set
Top 0.3%
4.9%
5
Journal of the American Heart Association
119 papers in training set
Top 2%
4.4%
6
BMC Medicine
163 papers in training set
Top 1%
4.0%
7
PLOS ONE
4510 papers in training set
Top 35%
4.0%
50% of probability mass above
8
Scientific Reports
3102 papers in training set
Top 32%
3.9%
9
BMC Cardiovascular Disorders
14 papers in training set
Top 0.5%
3.6%
10
Arteriosclerosis, Thrombosis, and Vascular Biology
65 papers in training set
Top 0.9%
2.4%
11
The American Journal of Cardiology
15 papers in training set
Top 0.8%
2.4%
12
Open Heart
19 papers in training set
Top 0.5%
2.1%
13
Journal of Thrombosis and Haemostasis
28 papers in training set
Top 0.3%
1.9%
14
Frontiers in Neurology
91 papers in training set
Top 3%
1.9%
15
Journal of Clinical Medicine
91 papers in training set
Top 3%
1.8%
16
European Journal of Preventive Cardiology
13 papers in training set
Top 0.5%
1.7%
17
Circulation
66 papers in training set
Top 2%
1.7%
18
BMJ Open
554 papers in training set
Top 9%
1.7%
19
Cureus
67 papers in training set
Top 3%
1.3%
20
Heart
10 papers in training set
Top 0.6%
1.3%
21
Frontiers in Cardiovascular Medicine
49 papers in training set
Top 2%
1.1%
22
Nutrients
64 papers in training set
Top 1%
1.0%
23
Clinical and Translational Science
21 papers in training set
Top 0.7%
1.0%
24
Hypertension
32 papers in training set
Top 0.6%
0.9%
25
JMIR Research Protocols
18 papers in training set
Top 1%
0.9%
26
BMC Infectious Diseases
118 papers in training set
Top 5%
0.8%
27
European Journal of Epidemiology
40 papers in training set
Top 0.6%
0.8%
28
American Journal of Physiology-Heart and Circulatory Physiology
32 papers in training set
Top 1%
0.7%
29
PeerJ
261 papers in training set
Top 16%
0.7%
30
The Journal of Infectious Diseases
182 papers in training set
Top 6%
0.7%