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Comparing the prognostic value of risk stratifying models for patients with lower-risk myelodysplastic syndromes: Is one model better?

机译:比较风险分层模型对低风险骨髓增生异常综合症患者的预后价值:一种模型更好吗?

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摘要

Some patients classified as having lower-risk (LR)-disease by the International Prognostic Scoring System (IPSS) fare more poorly than predicted. We examined the prognostic utility of IPSS, the MD Anderson LR-Prognostic System (LR-PSS), and the revised IPSS (IPSS-R) in a large cohort of patients classified as having IPSS LR-MDS in the MDS Clinical Research Consortium database. Actual overall survival (OS) was assessed in patients with IPSS LR-MDS (i.e. low and intermediate-1) using Kaplan–Meier methods. Harrell’s c index (HCI) and Akaike information criteria (AIC) were used to compare the models. Median OS of 1,140 eligible patients was 47 months (95% CI, 44–52). Median follow-up was 62 months. HCI values indicating the discriminatory power of the models (higher is better) were better for LR-PSS (0.74, 95% CI, 0.70–0.78) than IPSS-R (0.64, 95% CI, 0.60–0.67) and IPSS (0.64, 95% CI, 0.60–0.68). Similarly, AIC values indicating the goodness of the fit were better for LR-PSS than IPSS-R and IPSS (8,110, 8,147, and 8,150, respectively, lower is better). LR-PSS assigned 25.1% and 37.4% of patients with IPSS LR-MDS into LR-PSS Category 3 and IPSS-R Categories ≥Intermediate, respectively. Of 291 patients (25.5%) who survived ≤24 months from diagnosis, only 37.1% and 45% were classified as LR-PSS category 3 and IPSS-R categories ≥Intermediate, respectively (P = 0.06). While both LR-PSS and IPSS-R distinguish groups with varied survival outcome among patients with IPSS LR-MDS, both tools fail to identify a significant subset with poor OS. Future studies should assess whether patients identified as at increased risk will benefit from earlier interventions with disease-modifying therapies.
机译:根据国际预后评分系统(IPSS)分类为低危(LR)疾病的某些患者的病情比预期的要差。我们在MDS临床研究协会数据库中将IPSS LR-MDS分类为IPSS LR-MDS的一大批患者中,检查了IPSS的预后效用,MD Anderson LR预后系统(LR-PSS)和修订的IPSS(IPSS-R) 。使用Kaplan–Meier方法评估IPSS LR-MDS(即低级和中级1级)患者的实际总生存期(OS)。使用Harrell的c指数(HCI)和Akaike信息标准(AIC)来比较模型。 1,140名合格患者的中位OS为47个月(95%CI,44-52)。中位随访时间为62个月。相对于IPSS-R(0.64,95%CI,0.60-0.67)和IPSS(0.64),表明LR-PSS(0.74,95%CI,0.70-0.78)的模型的鉴别力(越高越好)的HCI值更好,95%CI,0.60–0.68)。同样,表明LR-PSS拟合优度的AIC值比IPSS-R和IPSS更好(分别为8,110、8,147和8,150,越低越好)。 LR-PSS将IPSS LR-MDS患者的25.1%和37.4%分别划分为LR-PSS 3类和IPSS-R 3类≥中级。诊断后存活≤24个月的291名患者(25.5%),分别被分类为LR-PSS 3类和IPSS-R≥中级的37.1%和45%(P = 0.06)。尽管LR-PSS和IPSS-R可以区分IPSS LR-MDS患者的生存结局不同,但两种工具均无法识别OS差的重要亚组。未来的研究应评估被确定为风险较高的患者是否将从疾病改变疗法的早期干预中受益。

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