DNA liquid biopsy-based prediction of cancer-associated venous thromboembolism

Nat Med. 2024 Sep;30(9):2499-2507. doi: 10.1038/s41591-024-03195-0. Epub 2024 Aug 15.

Abstract

Cancer-associated venous thromboembolism (VTE) is a major source of oncologic cost, morbidity and mortality. Identifying high-risk patients for prophylactic anticoagulation is challenging and adds to clinician burden. Circulating tumor DNA (ctDNA) sequencing assays ('liquid biopsies') are widely implemented, but their utility for VTE prognostication is unknown. Here we analyzed three plasma sequencing cohorts: a pan-cancer discovery cohort of 4,141 patients with non-small cell lung cancer (NSCLC) or breast, pancreatic and other cancers; a prospective validation cohort consisting of 1,426 patients with the same cancer types; and an international generalizability cohort of 463 patients with advanced NSCLC. ctDNA detection was associated with VTE independent of clinical and radiographic features. A machine learning model trained on liquid biopsy data outperformed previous risk scores (discovery, validation and generalizability c-indices 0.74, 0.73 and 0.67, respectively, versus 0.57, 0.61 and 0.54 for the Khorana score). In real-world data, anticoagulation was associated with lower VTE rates if ctDNA was detected (n = 2,522, adjusted hazard ratio (HR) = 0.50, 95% confidence interval (CI): 0.30-0.81); ctDNA- patients (n = 1,619) did not benefit from anticoagulation (adjusted HR = 0.89, 95% CI: 0.40-2.0). These results provide preliminary evidence that liquid biopsies may improve VTE risk stratification in addition to clinical parameters. Interventional, randomized prospective studies are needed to confirm the clinical utility of liquid biopsies for guiding anticoagulation in patients with cancer.

MeSH terms

  • Adult
  • Aged
  • Anticoagulants / therapeutic use
  • Carcinoma, Non-Small-Cell Lung / blood
  • Carcinoma, Non-Small-Cell Lung / complications
  • Carcinoma, Non-Small-Cell Lung / genetics
  • Carcinoma, Non-Small-Cell Lung / pathology
  • Circulating Tumor DNA* / blood
  • Circulating Tumor DNA* / genetics
  • Female
  • Humans
  • Liquid Biopsy
  • Machine Learning
  • Male
  • Middle Aged
  • Neoplasms* / blood
  • Neoplasms* / complications
  • Neoplasms* / genetics
  • Neoplasms* / pathology
  • Prognosis
  • Prospective Studies
  • Venous Thromboembolism* / blood
  • Venous Thromboembolism* / etiology
  • Venous Thromboembolism* / genetics

Substances

  • Circulating Tumor DNA
  • Anticoagulants