Related Experiment Video
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.).
Abstract:
Background and Purpose- Coagulation factor XI (FXI) is a novel target for antithrombotic therapy addressed by various therapeutic modalities currently in clinical development. The expected magnitude of thrombotic event reduction mediated by targeting FXI is unclear. Methods- We analyzed the association of 2 common genetic variants, which alter levels of FXI, with a range of human phenotypes. We combined variants into a genetic score standardized to a 30% increase in relative activated partial thromboplastin time, equivalent to what can be achieved with pharmacological FXI reduction. Using data from 371 695 participants in the United Kingdom Biobank and 2 large-scale genome-wide association studies, we examined the effect of this FXI score on thrombotic and bleeding end points. Results- Genetic disposition to lower FXI levels was associated with reduced risks of venous thrombosis (odds ratio, 95% CI; P value; odds ratio=0.1, 0.07-0.14; P=3×10-43) and ischemic stroke (odds ratio=0.47, 0.36-0.61; P=2×10-8) but not with major bleeding (odds ratio=0.7, 0.45-1.04; P=0.0739). The observed relative risk reductions were consistent within a range of subgroups that were at high risk for thrombosis. Consistently, we observed higher absolute risk reductions conferred by genetically lower FXI levels in high-risk subgroups, such as patients with atrial fibrillation. Conclusions- Human genetic data suggest that pharmacological inhibition of FXI may achieve considerable reductions in ischemic stroke risk without clear evidence for an associated risk of major bleeding. The quantitative framework developed can be used to support the estimation of achievable risk reductions with pharmacological modulation of FXI.
Insights
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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