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Updated: Aug 6, 2026

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Venous Thrombosis Assay in a Mouse Model of Cancer
Published on: January 5, 2024
Systemic Inflammation and Risk of Thromboembolism, Mortality, and Treatment Response in Patients With Cancer
Leyla Ay1,2, Ingrid Pabinger3, Matthias Preusser4,5
1Karl Landsteiner Institute of Lung Research and Pulmonary Oncology, Vienna, Austria.
European Journal of Clinical Investigation
|July 24, 2026
Summary
Systemic inflammatory indices like NLR and CAR are linked to poorer outcomes in patients receiving immune checkpoint inhibitors (ICI). Longitudinal changes in PLR and CAR may predict venous thromboembolism risk.
Area of Science:
- Oncology
- Immunology
- Biomarkers
Background:
- Immune checkpoint inhibitors (ICI) are crucial in cancer therapy.
- Limited biomarkers exist for predicting thromboembolic risk, treatment response, and survival in ICI-treated patients.
- This study investigates systemic inflammatory indices as potential biomarkers.
Purpose of the Study:
- To evaluate the association of systemic inflammatory indices with clinical outcomes in patients treated with ICI.
- To identify biomarkers for predicting venous thromboembolism (VTE) risk, overall survival (OS), and progression-free survival (PFS).
Main Methods:
- Retrospective cohort study of 580 ICI-treated patients.
- Calculated inflammatory indices: neutrophil-lymphocyte-ratio (NLR), platelet-lymphocyte-ratio (PLR), lymphocyte-monocyte-ratio (LMR), systemic immune-inflammation-index (SII), and C-reactive-protein-albumin-ratio (CAR) at ICI start and longitudinally.
- Assessed VTE risk using competing risk analysis and OS/PFS using Cox regression.
Main Results:
- Higher baseline NLR, CAR, and SII were associated with shorter OS; higher LMR was associated with longer OS.
- Elevated NLR, PLR, lower LMR, and higher CAR predicted poorer PFS.
- No baseline indices predicted VTE, but increases in PLR and CAR within 3 months were linked to higher VTE risk.
Conclusions:
- Selected inflammatory indices correlate with poor OS and PFS in ICI-treated patients.
- Longitudinal monitoring of these indices may help identify patients at increased risk for VTE.
- Further research into inflammatory biomarkers could improve patient management in ICI therapy.
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