Inflammatory protein signatures associated with high rivaroxaban exposure

Direct oral anticoagulants, including rivaroxaban, are widely prescribed for the prevention and treatment of thromboembolic disorders. Despite generally predictable pharmacokinetics (PK), real-world data reveal striking interindividual variability in exposure, raising concerns for both efficacy and bleeding risk. Known genetic and clinical determinants explain only part of this variability, underscoring the need to identify additional contributors. This study aimed to explore systemic protein signatures associated with rivaroxaban exposure intensity. Plasma samples were obtained from 64 participants in a phase I clinical study (NCT04180436) including healthy controls, obese patients, and post-bariatric surgery patients. Rivaroxaban PK was assessed after 20 mg once-daily dosing, and patients were stratified into high and low exposure groups. Untargeted plasma proteomic analysis was performed by liquid chromatography coupled with high-resolution mass spectrometry, followed by univariate and multivariate statistical analyses. Targeted C-reactive protein (CRP) quantification and multiplex cytokine assays were used to validate findings. Differential abundance and multivariate modeling identified inflammation and vascular related proteins associated with high rivaroxaban exposure. Notably, CRP and lipoprotein(a) (LPA) were consistently elevated in high exposure groups. Targeted CRP quantification confirmed these results, even in cases of mild to moderate inflammation. Cytokine analyses revealed a pro-inflammatory profile, characterized by increased interferon gamma and reduced Tumor Necrosis Factor alpha in high exposure patients. Protein-protein interaction networks highlighted CRP, LPA, albumin, and Apolipoprotein B as central hubs, while functional enrichment revealed pathways related to acute inflammation, oxidative stress, and vascular regulation. These findings suggest that systemic inflammation may contribute to rivaroxaban overexposure, with CRP emerging as a promising biomarker to support more personalized anticoagulant strategies.

Authors

Institutions

Publication Details

Journal
Biochemical Pharmacology
Published
2025-12-21
DOI
https://doi.org/10.1016/j.bcp.2025.117663
Primary Topic
Atrial Fibrillation Management and Outcomes
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Inflammatory protein signatures associated with high rivaroxaban exposure

Philippe Gonzalo, Xavier Delavenne, Jeremy Thereaux, Karine Lacut et al.
Biochemical Pharmacology
Atrial Fibrillation Management and Outcomes
article

Inflammatory protein signatures associated with high rivaroxaban exposure

Philippe Gonzalo, Xavier Delavenne, Jeremy Thereaux, Karine Lacut, Vanessa Rigaud, Cyril Leven, Francis Coutureau, Catherine Feliu, Jean Escal, Sophie Hodin
article en

Abstract

Direct oral anticoagulants, including rivaroxaban, are widely prescribed for the prevention and treatment of thromboembolic disorders. Despite generally predictable pharmacokinetics (PK), real-world data reveal striking interindividual variability in exposure, raising concerns for both efficacy and bleeding risk. Known genetic and clinical determinants explain only part of this variability, underscoring the need to identify additional contributors. This study aimed to explore systemic protein signatures associated with rivaroxaban exposure intensity. Plasma samples were obtained from 64 participants in a phase I clinical study (NCT04180436) including healthy controls, obese patients, and post-bariatric surgery patients. Rivaroxaban PK was assessed after 20 mg once-daily dosing, and patients were stratified into high and low exposure groups. Untargeted plasma proteomic analysis was performed by liquid chromatography coupled with high-resolution mass spectrometry, followed by univariate and multivariate statistical analyses. Targeted C-reactive protein (CRP) quantification and multiplex cytokine assays were used to validate findings. Differential abundance and multivariate modeling identified inflammation and vascular related proteins associated with high rivaroxaban exposure. Notably, CRP and lipoprotein(a) (LPA) were consistently elevated in high exposure groups. Targeted CRP quantification confirmed these results, even in cases of mild to moderate inflammation. Cytokine analyses revealed a pro-inflammatory profile, characterized by increased interferon gamma and reduced Tumor Necrosis Factor alpha in high exposure patients. Protein-protein interaction networks highlighted CRP, LPA, albumin, and Apolipoprotein B as central hubs, while functional enrichment revealed pathways related to acute inflammation, oxidative stress, and vascular regulation. These findings suggest that systemic inflammation may contribute to rivaroxaban overexposure, with CRP emerging as a promising biomarker to support more personalized anticoagulant strategies.

Biochemical PharmacologyVol. 245
Inserm (FR), Université de Bretagne Occidentale (FR), Centre Hospitalier Universitaire de Reims (FR), Centre Hospitalier Régional Universitaire de Brest (FR), Université Jean Monnet (FR), Université de Reims Champagne-Ardenne (FR)
Good health and well-being
Openalex Percentile: Top 32%
Atrial Fibrillation Management and Outcomes
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.