Taussig Cancer Institute and Case Comprehensive Cancer Center, and.
Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH.
Blood Adv. 2022 Feb 22;6(4):1212-1221. doi: 10.1182/bloodadvances.2021005710.
Cancer is associated with an increased risk of venous thromboembolism (VTE). In the CASSINI study, ambulatory cancer patients with a Khorana risk score ≥2 had a reduced risk of VTE while receiving rivaroxaban. This analysis used blood samples from CASSINI to compare biomarker levels between patients with and without VTE. VTE occurred in 62 patients during the 6 months of CASSINI (cases), and they were matched by age, sex, cancer type, tumor stage, and Khorana score to 62 controls. Baseline blood samples were analyzed for 280 biomarkers, and biomarker distribution was compared using the Wilcoxon rank-sum test between groups defined by VTE occurrence and vital status. Sparse Bayesian regression modeling was used to select a joint panel of potential VTE biomarkers. Biomarkers with the largest differences in baseline distribution among cancer patients with and without VTE included decreases in stromal cell-derived factor-1 (SDF-1), thyroid-stimulating hormone (TSH), and monocyte chemotactic protein 4 and increases in growth hormone (GH) and interleukin-1 receptor type 1 (IL-1R1). Between survivors and those who died, significantly different biomarkers included ST2, IL-8, and C-reactive protein. Regression analyses also identified decreases in SDF-1 and TSH. Pathway analysis indicated enrichment of cytokine and chemokine activity with IL-1R1, SDF-1, and GH, which are the strongest predictors of VTE or death. Our analyses highlight the interactions between hemostatic and inflammatory processes and identify candidate biomarkers of cancer-associated VTE. Prospective studies will determine clinical relevance of these biomarkers. This trial was registered at www.ClinicalTrials.gov as #NCT02555878.
癌症与静脉血栓栓塞症(VTE)风险增加相关。在 CASSINI 研究中,接受利伐沙班治疗的 Khorana 风险评分≥2 的活动性癌症患者发生 VTE 的风险降低。本分析使用来自 CASSINI 的血液样本,比较了 VTE 患者和无 VTE 患者之间的生物标志物水平。在 CASSINI 的 6 个月期间,有 62 例患者发生 VTE(病例),通过年龄、性别、癌症类型、肿瘤分期和 Khorana 评分,将病例与 62 例对照组进行匹配。对基线血液样本进行了 280 种生物标志物的分析,并使用 Wilcoxon 秩和检验比较了 VTE 发生和存活状态定义的两组之间的生物标志物分布。稀疏贝叶斯回归建模用于选择潜在 VTE 生物标志物的联合面板。VTE 患者和无 VTE 患者基线分布差异最大的生物标志物包括基质细胞衍生因子-1(SDF-1)、促甲状腺激素(TSH)和单核细胞趋化蛋白 4 降低,生长激素(GH)和白细胞介素-1 受体 1(IL-1R1)增加。在幸存者和死亡者之间,差异显著的生物标志物包括 ST2、IL-8 和 C 反应蛋白。回归分析还发现 SDF-1 和 TSH 降低。通路分析表明,与 IL-1R1、SDF-1 和 GH 相关的细胞因子和趋化因子活性富集,这是预测 VTE 或死亡的最强指标。我们的分析强调了止血和炎症过程之间的相互作用,并确定了癌症相关 VTE 的候选生物标志物。前瞻性研究将确定这些生物标志物的临床相关性。该试验在 www.ClinicalTrials.gov 上注册为 #NCT02555878。