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Published on: October 12, 2012
Exome-wide association study of bleeding events in patients receiving direct oral anticoagulants
Dmitry A Sychev1, Anastasiia A Buianova2, Sherzod P Abdullaev1
1Russian Medical Academy of Continuous Professional Education, Moscow, Russia.
Insights
Genetic factors do not significantly predict bleeding risk in patients taking direct oral anticoagulants (DOACs) for atrial fibrillation (AF). Further research is needed for specific variants like rs2472304 and rs6977165.
Area of Science:
- Pharmacogenomics
- Cardiovascular Medicine
- Genetics and Personalized Medicine
Background:
- Direct oral anticoagulants (DOACs) are primary treatments for stroke prevention in non-valvular atrial fibrillation (AF).
- Individual responses to DOACs vary, increasing risks of bleeding or thromboembolic events.
- Genetic factors influencing DOAC safety are recognized, but direct links to bleeding risk require more evidence.
Purpose of the Study:
- To investigate the association between genetic polymorphisms and bleeding risk in non-valvular AF patients treated with DOACs.
- To evaluate the predictive ability of polygenic risk scores (PRSs) for DOAC-related bleeding complications.
Main Methods:
- A multi-center observational case-control study involving 196 non-valvular AF patients (97 with bleeding, 99 without) treated with rivaroxaban or apixaban.
- Exome-wide association analysis, DOAC plasma concentration measurement, and CYP3A4 phenotyping.
- Logistic regression and PRS calculation to assess single-nucleotide variant (SNV) and cumulative genetic effects on bleeding risk.
Main Results:
- No SNVs reached Bonferroni-corrected significance for bleeding risk.
- PRSs showed limited predictive ability for bleeding with apixaban.
- For rivaroxaban, PRS, age, and cortisol metabolism influenced drug concentration, but specific genetic variants (rs2472304, rs6977165) and CYP3A4 diplotypes showed trends toward significance.
Conclusions:
- Residual equilibrium concentrations of DOACs did not independently predict bleeding risk in non-valvular AF patients.
- Genetic variants rs2472304 and rs6977165 warrant further investigation for their potential role in DOAC-related bleeding risk.
- Personalized genetic approaches may be necessary to optimize DOAC therapy and minimize bleeding complications.
Abstract:
BackgroundDirect oral anticoagulants (DOACs) are first-line medications for stroke prevention in non-valvular atrial fibrillation (AF). However, variability in drug response poses risks of hemorrhagic or thromboembolic events.ObjectivesAlthough genetic influences on DOACs safety are increasingly recognized, robust evidence directly linking specific polymorphisms to bleeding risk remains limited.DesignMulti-center observational case-control study including exome-wide association analysis of 196 non-valvular AF patients treated with rivaroxaban or apixaban, comprising 97 with bleeding complications and 99 without.MethodsDOAC plasma concentrations, urinary 6-β-hydroxycortisol and cortisol levels were measured for CYP3A4 phenotyping. Sequencing was performed on the DNBSEQ G-400 platform. Single-nucleotide variant (SNV) associations with bleeding risk were assessed using logistic regression with additive, dominant, and recessive genetic models. Polygenic risk scores (PRSs) were calculated to evaluate cumulative genetic effects.ResultsNo SNVs reached Bonferroni-corrected significance under any model. PRSs showed weak predictive ability for bleeding with apixaban. For rivaroxaban, regression indicated that ln Css min/D + 1 index increased with PRS, age, and 6-β-hydroxycortisol/cortisol ratio, but decreased with higher 6-β-hydroxycortisol and coronary heart disease presence. No statistically significant differences were found for the PharmGKB Level 3 variants rs1045642 (rivaroxaban) and rs2231142 (apixaban). Trends toward statistical significance were observed for the rs2472304-G variant in rivaroxaban users, rs6977165-C in apixaban users, and for the CYP3A4*1/*36 diplotype.ConclusionResidual equilibrium concentration of DOACs, including dose-adjusted, did not independently predict bleeding risk in non-valvular AF patients. Variants rs2472304 and rs6977165 may warrant further investigation as potential contributors to bleeding risk.
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