Department of Hematology, Erasmus Medical Center, Cancer Institute, Rotterdam, The Netherlands.
Department of Hematology, Amsterdam University Medical Center, Amsterdam, The Netherlands.
Blood Adv. 2020 Dec 22;4(24):6298-6309. doi: 10.1182/bloodadvances.2020002838.
The standard prognostic marker for multiple myeloma (MM) patients is the revised International Staging System (R-ISS). However, there is room for improvement in guiding treatment. This applies particularly to older patients, in whom the benefit/risk ratio is reduced because of comorbidities and subsequent side effects. We hypothesized that adding gene-expression data to R-ISS would generate a stronger marker. This was tested by combining R-ISS with the SKY92 classifier (SKY-RISS). The HOVON-87/NMSG-18 trial (EudraCT: 2007-004007-34) compared melphalan-prednisone-thalidomide followed by thalidomide maintenance (MPT-T) with melphalan-prednisone-lenalidomide followed by lenalidomide maintenance (MPR-R). From this trial, 168 patients with available R-ISS status and gene-expression profiles were analyzed. R-ISS stages I, II, and III were assigned to 8%, 75%, and 7% of patients, respectively (3-year overall survival [OS] rates: 80%, 65%, 33%, P = 8 × 10-3). Using the SKY92 classifier, 13% of patients were high risk (HR) (3-year OS rates: standard risk [SR], 70%; HR, 28%; P < .001). Combining SKY92 with R-ISS resulted in 3 risk groups: SKY-RISS I (SKY-SR + R-ISS-I; 15%), SKY-RISS III (SKY-HR + R-ISS-II/III; 11%), and SKY-RISS II (all other patients; 74%). The 3-year OS rates for SKY-RISS I, II, and III are 88%, 66%, and 26%, respectively (P = 6 × 10-7). The SKY-RISS model was validated in older patients from the CoMMpass dataset. Moreover, SKY-RISS demonstrated predictive potential: HR patients appeared to benefit from MPR-R over MPT-T (median OS, 55 and 14 months, respectively). Combined, SKY92 and R-ISS classify patients more accurately. Additionally, benefit was observed for MPR-R over MPT-T in SKY92-RISS HR patients only.
多发性骨髓瘤(MM)患者的标准预后标志物是修订后的国际分期系统(R-ISS)。然而,在指导治疗方面仍有改进的空间。这尤其适用于老年患者,由于合并症和随后的副作用,他们的获益/风险比降低。我们假设将基因表达数据添加到 R-ISS 中会产生更强的标志物。通过将 R-ISS 与 SKY92 分类器(SKY-RISS)相结合来测试这一点。HOVON-87/NMSG-18 试验(EudraCT:2007-004007-34)比较了马法兰-泼尼松-沙利度胺随后沙利度胺维持(MPT-T)与马法兰-泼尼松-来那度胺随后来那度胺维持(MPR-R)。从这项试验中,分析了 168 名具有可用 R-ISS 状态和基因表达谱的患者。分别将 R-ISS 分期 I、II 和 III 分配给 8%、75%和 7%的患者(3 年总生存率[OS]率:80%、65%、33%,P=8×10-3)。使用 SKY92 分类器,13%的患者为高危(HR)(3 年 OS 率:标准风险[SR],70%;HR,28%;P<0.001)。将 SKY92 与 R-ISS 相结合,得到 3 个风险组:SKY-RISS I(SKY-SR+R-ISS-I;15%)、SKY-RISS III(SKY-HR+R-ISS-II/III;11%)和 SKY-RISS II(所有其他患者;74%)。SKY-RISS I、II 和 III 的 3 年 OS 率分别为 88%、66%和 26%(P=6×10-7)。SKY-RISS 模型在 CoMMpass 数据集的老年患者中得到验证。此外,SKY-RISS 显示出预测潜力:HR 患者似乎从 MPR-R 中获益多于 MPT-T(中位 OS,分别为 55 个月和 14 个月)。综合来看,SKY92 和 R-ISS 更准确地对患者进行分类。此外,仅在 SKY92-RISS HR 患者中,观察到 MPR-R 比 MPT-T 更有益。