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‹ Thu · 11 Jun 2026
Near-term implementable finding

Verification and optimization of the VTE risk stratification system for multiple myeloma

An improved blood clot risk score for multiple myeloma patients outperforms current methods and could guide preventive treatment.

An optimized VTE risk stratification system for newly diagnosed multiple myeloma integrating thromboprophylaxis status achieved AUC 0.742 in derivation and 0.730 in external validation, significantly outperforming the current IMWG score (AUC 0.605). Three clinically accessible risk factors (sex, bed rest, platelet count) may improve thromboprophylaxis guidance in Chinese MM patients.

What the study was

Study design
Retrospective cohort with internal and external validation
Population
Newly diagnosed multiple myeloma (NDMM) patients; n=433 (derivation=332, validation=101)
Sample size
433
Category
Diagnostics
Maturity
Exploratory
Journal
Journal of Thrombosis and Thrombolysis

Why it surfaced

Clinically relevant VTE risk tool for MM; internal and external validation; modest AUC improvement but practically significant for thromboprophylaxis decisions.

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