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Updated: Jun 18, 2026

Venous Thrombosis Assay in a Mouse Model of Cancer
Published on: January 5, 2024
A Bleeding Risk Score for Cancer-Associated Venous Thromboembolism in Patients Receiving Direct Oral Anticoagulants
Tomoyuki Nagai1, Naohiko Nakanishi1, Yugo Yamashita2
1Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan.
Background:
Patients with cancer-associated venous thromboembolism (VTE) are at a high risk of major bleeding during anticoagulant therapy, emphasizing the need for bleeding risk assessment in the era of direct oral anticoagulants (DOACs). However, few bleeding risk scores have been specifically developed and validated for this population.
Objectives:
The aim of this study was to develop and validate a novel bleeding risk score (ONCO-DOAC BLEED score) for patients with cancer-associated VTE receiving DOAC therapy.
Methods:
We derived the bleeding risk prediction score using 1,166 patients with cancer-associated VTE treated with DOAC therapy from the COMMAND VTE (Contemporary Management and Outcomes in Patients with Venous Thromboembolism) Registry-2 and externally validated its performance in an independent cohort from the ONCO deep vein thrombosis and ONCO pulmonary embolism studies.
Results:
Over a median follow-up of 163 days, 127 patients (10.9%) experienced major bleeding. In multivariable analysis, a history of major bleeding, chronic kidney disease, nonsteroidal anti-inflammatory drug use, distant metastatic cancer, terminal cancer, upper gastrointestinal cancer, pancreatic cancer, and uterine cancer were independently associated with major bleeding. Based on these risk factors, the ONCO-DOAC BLEED score was constructed. This score demonstrated moderate discrimination for major bleeding in the derivation cohort (Harrell's C-index 0.68; Uno's C-index 0.67) and validation cohort (Harrell's C-index 0.62; Uno's C-index 0.63), with higher discrimination in the derivation cohort and comparable performance in the validation cohort compared with the VTE-BLEED, RIETE, CAT-BLEED, and Perform scores.
Conclusions:
The ONCO-DOAC BLEED score provides clinically relevant stratification of major bleeding risk in patients with cancer-associated VTE receiving DOAC therapy and may support individualized therapeutic decision-making in routine practice. (Optimal Duration of Anticoagulation Therapy for Isolated Distal Deep Vein Thrombosis in Patients With Cancer Study [ONCO DVT]; NCT03895502 and Optimal Duration of Anticoagulation Therapy for Low-risk Pulmonary Embolism Patients With Cancer [ONCO PE]; NCT04724460).
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