# Therapeutic Drug Monitoring of Direct Oral Anticoagulants and Its Association with Clinical Outcomes: A Systematic Review and Meta-Analysis

**Authors:** Layaly Bakir, Ibrahim Mohamed, Sharoma Yesukumar, Rasha Abduljabbar, Ibrahim Yusuf Abubeker, Mohammed I. Danjuma

PMC · DOI: 10.3390/ph19020215 · 2026-01-26

## TL;DR

This study reviews whether tracking blood levels of DOACs improves patient outcomes, finding limited evidence of a clear link between drug levels and adverse events.

## Contribution

The study provides a comprehensive meta-analysis on the association between DOAC plasma concentrations and clinical outcomes, emphasizing the need for further research on TDM-guided strategies.

## Key findings

- Measured DOAC concentrations showed limited and inconsistent association with clinical outcomes.
- Meta-regression found no significant link between DOAC plasma levels and major bleeding or thrombotic events.
- Substantial heterogeneity was observed in bleeding and thrombotic event rates across studies.

## Abstract

Background: Direct oral anticoagulants (DOACs) are now the preferred anticoagulant over vitamin K antagonists for patients with atrial fibrillation (AF) and venous thromboembolism (VTE). Variability in drug exposure raises concerns about bleeding and thrombotic events, highlighting the potential value of therapeutic drug monitoring (TDM). Methods: This systematic review and meta-analysis conducted a systematic search of PubMed, Embase, Web of Science, Scopus, Cochrane Library, and ClinicalTrials.gov (from inception to May 2025) and identified studies reporting DOAC levels and clinical outcomes. Two reviewers independently performed screening, data extraction, and risk-of-bias assessment (RoB 2.0, Newcastle–Ottawa Scale). Random-effects meta-analytical models generated pooled estimates, with meta-regression exploring potential sources of variability (DOAC type, drug levels) and exposure–response relationships. Results: Nineteen studies comprising 5770 patients were included in the review. The pooled event rates were 8% for major bleeding (95% CI: 0.05–0.11), 7% for thrombotic events (95% CI: 0.05–0.09), and 3% for mortality (95% CI: 0.03–0.04). Heterogeneity was substantial for bleeding and thrombotic events (I2 = 95.6% and 87.3%, respectively) but negligible for mortality (I2 = 0%). Meta-regression analyses showed no significant association between mean DOAC concentration and either major bleeding (β = −0.00021, p = 0.35, Adj R2 ≈ 0%) or thrombotic events (β = 0.00005, p = 0.78, Adj R2 ≈ 0%), indicating that variations in measured plasma levels did not meaningfully explain event rate differences across studies. Conclusions: In this systematic review and meta-analysis, measured DOAC concentrations show limited and inconsistent association with clinical outcomes. While the present synthesis does not demonstrate a statistically robust linear correlation between DOAC plasma concentrations and adverse outcomes, it highlights the multifactorial determinants of bleeding and thrombosis risk underscores the potential value of selective TDM in individualized care. Further prospective, standardized studies are needed to define clinically actionable thresholds and to validate TDM-guided strategies that optimize the delicate balance between safety and efficacy in DOAC therapy.

## Linked entities

- **Diseases:** atrial fibrillation (MONDO:0004981), venous thromboembolism (MONDO:0005399)

## Full-text entities

- **Genes:** F2 (coagulation factor II, thrombin) [NCBI Gene 2147] {aka PT, RPRGL2, THPH1}, CYP3A4 (cytochrome P450 family 3 subfamily A member 4) [NCBI Gene 1576] {aka CP33, CP34, CYP3A, CYP3A3, CYPIIIA3, CYPIIIA4}, ABCB1 (ATP binding cassette subfamily B member 1) [NCBI Gene 5243] {aka ABC20, CD243, CLCS, ENPAT, GP170, MDR1}, F10 (coagulation factor X) [NCBI Gene 2159] {aka FX, FXA}, PGP (phosphoglycolate phosphatase) [NCBI Gene 283871] {aka AUM, G3PP, PGPase}
- **Diseases:** ICH (MESH:D002543), VTE (MESH:D054556), death (MESH:D003643), Thrombotic (MESH:D013927), Deep vein thrombosis (MESH:D020246), Ischemic stroke (MESH:D002544), AF (MESH:D001281), CVT (OMIM:192950), Thromboembolic (MESH:D013923), impaired kidney function (MESH:D007674), TDM (MESH:D000081015), embolization (MESH:D004617), DVT (OMIM:612862), Haemostasis (MESH:D020141), hepatic impairment (MESH:D008107), injury to (MESH:D014947), stroke (MESH:D020521), hypoalbuminemia (MESH:D034141), Cerebral venous thrombosis (MESH:D020767), Bleeding (MESH:D006470), Intracranial hemorrhage (MESH:D020300), Pulmonary embolism (MESH:D011655)
- **Chemicals:** DOAC (-), Dabigatran (MESH:D000069604), Digoxin (MESH:D004077), Rivaroxaban (MESH:D000069552), amiodarone (MESH:D000638), DAB (MESH:C000469), verapamil (MESH:D014700), warfarin (MESH:D014859), Apixaban (MESH:C522181), Edoxaban (MESH:C552171)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

11 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12943562/full.md

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Source: https://tomesphere.com/paper/PMC12943562