A multivariable model of 10 differentially abundant plasma proteins identified occult cancer in patients with unprovoked VTE with an optimism-adjusted c-statistic of 0.78 (95% CI, 0.70-0.87).
Cohort (n=476)
Yes
Does quantitative targeted proteomics identify novel biomarkers for occult cancer in patients with unprovoked VTE?
A targeted plasma proteomic profile consisting of 10 proteins showed potential as a novel biomarker for detecting occult cancer in patients with unprovoked VTE.
Effect estimate: c-statistic 0.78 (95% CI 0.70-0.87)
AbstractBackground About 5% of patients with unprovoked venous thromboembolism (VTE) have occult cancer. Despite standard cancer screening, 50% of cancers remain undetected. We used quantitative targeted proteomics to identify novel cancer biomarkers among patients with unprovoked VTE. Methods Patients ≥40 years with a first unprovoked VTE and without a malignancy in the preceding 5 years were invited to an international prospective cohort study. Plasma samples were collected within 10 days after VTE. The primary outcome was an adjudicated cancer diagnosis during 12-month follow-up. Concentrations of 269 plasma proteins, covering coagulation, complement, and cancer-associated pathways, were measured using quantitative mass spectrometry-based targeted proteomics. In a nested case-control study, protein profiles of patients with cancer were compared with those of randomly sampled unique control patients (ratio 3:1). Proteins with an unadjusted P-value Results Of the 476 included participants, 28 (5.9%) were newly diagnosed with cancer. Plasma samples were available for 24 cases, which were compared with those of 75 control patients. Concentrations of P-selectin, β-2-microglobulin, complement C7, intracellular adhesion molecule 1, and lumican were higher in cases than in controls, whereas coagulation factors VII, X, and XII, β-Ala-His dipeptidase, and kalistatin were lower. The optimism-adjusted c-statistic of the multivariable logistic regression model including these proteins was 0.78 (95%CI, 0.70-0.87). Conclusions Ten differentially abundant proteins were identified in patients with occult cancer, suggesting potential of plasma proteomic tests as novel biomarker for occult cancer in patients with unprovoked VTE.
Guman et al. (Fri,) conducted a cohort in Unprovoked venous thromboembolism (VTE) (n=476). Quantitative targeted proteomics vs. Controls without cancer was evaluated on Adjudicated cancer diagnosis during 12-month follow-up (c-statistic 0.78, 95% CI 0.70-0.87). A multivariable model of 10 differentially abundant plasma proteins identified occult cancer in patients with unprovoked VTE with an optimism-adjusted c-statistic of 0.78 (95% CI, 0.70-0.87).
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