1 Dana-Farber Cancer Institute, Boston, MA.
3 Harvard Medical School, Boston, MA.
J Clin Oncol. 2019 Jun 1;37(16):1403-1411. doi: 10.1200/JCO.19.00394. Epub 2019 Apr 16.
Waldenström macroglobulinemia (WM) is preceded by asymptomatic WM (AWM), for which the risk of progression to overt disease is not well defined.
We studied 439 patients with AWM, who were diagnosed and observed at Dana-Farber Cancer Institute between 1992 and 2014.
During the 23-year study period, with a median follow-up of 7.8 years, 317 patients progressed to symptomatic WM (72%). Immunoglobulin M 4,500 mg/dL or greater, bone marrow lymphoplasmacytic infiltration 70% or greater, β2-microglobulin 4.0 mg/dL or greater, and albumin 3.5 g/dL or less were all identified as independent predictors of disease progression. To assess progression risk in patients with AWM, we trained and cross-validated a proportional hazards model using bone marrow infiltration, immunoglobulin M, albumin, and beta-2 microglobulin values as continuous measures. The model divided the cohort into three distinct risk groups: a high-risk group with a median time to progression (TTP) of 1.8 years, an intermediate-risk group with a median TTP of 4.8 years, and a low-risk group with a median TTP of 9.3 years. We validated this model in two external cohorts, demonstrating robustness and generalizability. For clinical applicability, we made the model available as a Web page application ( www.awmrisk.com ). By combining two cohorts, we were powered to identify wild type MYD88 as an independent predictor of progression (hazard ratio, 2.7).
This classification system is positioned to inform patient monitoring and care and, for the first time to our knowledge, to identify patients with high-risk AWM who may need closer follow-up or benefit from early intervention.
瓦尔登斯特伦巨球蛋白血症 (WM) 之前是无症状 WM (AWM),其向显性疾病进展的风险尚不清楚。
我们研究了 439 例在 1992 年至 2014 年间在达纳-法伯癌症研究所诊断和观察的 AWM 患者。
在 23 年的研究期间,中位随访时间为 7.8 年,317 例患者进展为有症状 WM (72%)。免疫球蛋白 M 4,500mg/dL 或更高,骨髓淋巴浆细胞浸润 70%或更高,β2-微球蛋白 4.0mg/dL 或更高,白蛋白 3.5g/dL 或更低,均被确定为疾病进展的独立预测因素。为了评估 AWM 患者的进展风险,我们使用骨髓浸润、免疫球蛋白 M、白蛋白和β-2 微球蛋白值作为连续指标,训练并交叉验证了一个比例风险模型。该模型将队列分为三个不同的风险组:高风险组的中位进展时间 (TTP) 为 1.8 年,中风险组的中位 TTP 为 4.8 年,低风险组的中位 TTP 为 9.3 年。我们在两个外部队列中验证了该模型,证明了其稳健性和通用性。为了临床应用,我们将该模型制作成网页应用程序 (www.awmrisk.com)。通过合并两个队列,我们有能力确定野生型 MYD88 是进展的独立预测因素 (危险比,2.7)。
该分类系统可用于告知患者监测和护理,并且首次(据我们所知)确定了具有高风险 AWM 的患者,这些患者可能需要更密切的随访或受益于早期干预。