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Updated: Jan 19, 2026

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
Leveraging Human Genetics to Estimate Clinical Risk Reductions Achievable by Inhibiting Factor XI
Benjamin Georgi1, Johanna Mielke1, Mark Chaffin2
1From the Bayer Pharmaceuticals, Open Innovation & Digital Technologies, Wuppertal, Germany (B.G., J.M., K.Z., D.F.F.).
Targeting coagulation factor XI (FXI) with antithrombotic therapy may significantly reduce risks of venous thrombosis and ischemic stroke. Genetic analysis indicates FXI reduction lowers thrombotic events without substantially increasing major bleeding risk.
Area of Science:
- Cardiovascular Medicine
- Genetics
- Pharmacology
Background:
- Coagulation factor XI (FXI) is a key target for novel antithrombotic therapies.
- The precise impact of FXI inhibition on thrombotic event reduction remains uncertain.
Purpose of the Study:
- To investigate the association between genetic variants affecting FXI levels and thrombotic/bleeding risks.
- To estimate the potential magnitude of risk reduction from pharmacological FXI inhibition.
Main Methods:
- Utilized a genetic score based on 2 FXI-altering variants in 371,695 UK Biobank participants and GWAS data.
- Analyzed the score's association with venous thrombosis, ischemic stroke, and major bleeding events.
Main Results:
- Lower FXI levels genetically correlated with significantly reduced risks of venous thrombosis (OR=0.1) and ischemic stroke (OR=0.47).
- No significant association was found between lower FXI levels and increased major bleeding risk (OR=0.7).
- Risk reductions were consistent across subgroups, with greater absolute benefits in high-risk populations like those with atrial fibrillation.
Conclusions:
- Human genetic data support FXI inhibition as a strategy for substantial ischemic stroke risk reduction.
- Pharmacological FXI modulation appears to offer significant antithrombotic benefits without a clear increase in major bleeding risk.
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