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预处理时红细胞分布宽度在中枢神经系统原发性弥漫性大B细胞淋巴瘤中对多个队列3P医学方法的预后意义。

Prognostic significance of pretreatment red blood cell distribution width in primary diffuse large B-cell lymphoma of the central nervous system for 3P medical approaches in multiple cohorts.

作者信息

Li Danhui, Li Shengjie, Xia Zuguang, Cao Jiazhen, Zhang Jinsen, Chen Bobin, Zhang Xin, Zhu Wei, Fang Jianchen, Liu Qiang, Hua Wei

机构信息

Department of Pathology, Renji Hospital, School of Medicine, Shanghai JiaoTong University, No. 160 PuJian Road, Shanghai, 200127 China.

Department of Neurosurgery, Huashan Hospital, Fudan University, No. 12 Wulumuqi Road, Shanghai, 200040 China.

出版信息

EPMA J. 2022 Jul 15;13(3):499-517. doi: 10.1007/s13167-022-00290-5. eCollection 2022 Sep.

DOI:10.1007/s13167-022-00290-5
PMID:36061828
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9437163/
Abstract

BACKGROUND/AIMS: Predicting the clinical outcomes of primary diffuse large B-cell lymphoma of the central nervous system (PCNS-DLBCL) to methotrexate-based combination immunochemotherapy treatment in advance and therefore administering the tailored treatment to the individual is consistent with the principle of predictive, preventive, and personalized medicine (PPPM/3PM). The red blood cell distribution width (RDW) has been reported to be associated with the clinical outcomes of multiple cancer. However, its prognostic role in PCNS-DLBCL is yet to be evaluated. Therefore, we aimed to effectively stratify PCNS-DLBCL patients with different prognosis in advance and early identify the patients who were appropriate to methotrexate-based combination immunochemotherapy based on the pretreatment level of RDW and a clinical prognostic model.

METHODS

A prospective-retrospective, multi-cohort study was conducted from 2010 to 2020. We evaluated RDW in 179 patients (retrospective discovery cohorts of Huashan Center and Renji Center and prospective validation cohort of Cancer Center) with PCNS-DLBCL treated with methotrexate-based combination immunochemotherapy. A generalized additive model with locally estimated scatterplot smoothing was used to identify the relationship between pretreatment RDW levels and clinical outcomes. The high vs low risk of RDW combined with MSKCC score was determined by a minimal -value approach. The clinical outcomes in different groups were then investigated.

RESULTS

The pretreatment RDW showed a U-shaped relationship with the risk of overall survival (OS,  = 0.047). The low RDW (< 12.6) and high RDW (> 13.4) groups showed significantly worse OS ( < 0.05) and progression-free survival (PFS;  < 0.05) than the median group (13.4 > RDW > 12.6) in the discovery and validation cohort, respectively. RDW could predict the clinical outcomes successfully. In the discovery cohort, RDW achieved the area under the receiver operating characteristic curve (AUC) of 0.9206 in predicting the clinical outcomes, and the predictive value (AUC = 0.7177) of RDW was verified in the validation cohort. In addition, RDW combined with MSKCC predictive model can distinguish clinical outcomes with the AUC of 0.8348 for OS and 0.8125 for PFS. Compared with the RDW and MSKCC prognosis variables, the RDW combined with MSKCC scores better identified a subgroup of patients with favorable long-term survival in the validation cohort ( < 0.001). RDW combined MSKCC score remained to be independently associated with clinical outcomes by multivariable analysis.

CONCLUSIONS

Based on the pretreatment RDW and MSKCC scores, a novel predictive tool was established to stratify PCNS-DLBCL patients with different prognosis effectively. The predictive model developed accordingly is promising to judge the response of PCNS-DLBCL to methotrexate-based combination immunochemotherapy treatment. Thus, hematologists and oncologists could tailor and adjust therapeutic modalities by monitoring RDW in a prospective rather than the reactive manner, which could save medical expenditures and is a key concept in 3PM. In brief, RDW combined with MSKCC model could serve as an important tool for predicting the response to different treatment and the clinical outcomes for PCNS-DLBCL, which could conform with the principles of predictive, preventive, and personalized medicine.

SUPPLEMENTARY INFORMATION

The online version contains supplementary material available at 10.1007/s13167-022-00290-5.

摘要

背景/目的:提前预测原发性中枢神经系统弥漫性大B细胞淋巴瘤(PCNS-DLBCL)接受基于甲氨蝶呤的联合免疫化疗的临床结局,从而为个体实施针对性治疗,这符合预测、预防和个性化医学(PPPM/3PM)原则。据报道,红细胞分布宽度(RDW)与多种癌症的临床结局相关。然而,其在PCNS-DLBCL中的预后作用尚待评估。因此,我们旨在基于RDW的预处理水平和临床预后模型,提前有效分层不同预后的PCNS-DLBCL患者,并早期识别适合基于甲氨蝶呤的联合免疫化疗的患者。

方法

进行了一项2010年至2020年的前瞻性-回顾性多队列研究。我们评估了179例接受基于甲氨蝶呤的联合免疫化疗的PCNS-DLBCL患者(华山中心和仁济中心的回顾性发现队列以及癌症中心的前瞻性验证队列)的RDW。使用具有局部估计散点图平滑的广义相加模型来确定预处理RDW水平与临床结局之间的关系。通过最小值法确定RDW与MSKCC评分相结合的高风险与低风险。然后研究不同组的临床结局。

结果

预处理RDW与总生存(OS)风险呈U形关系(P = 0.047)。在发现队列和验证队列中,低RDW(<12.6)和高RDW(>13.4)组的OS(P < 0.05)和无进展生存(PFS;P < 0.05)均显著差于中位数组(13.4 > RDW > 12.6)。RDW能够成功预测临床结局。在发现队列中,RDW在预测临床结局时的受试者工作特征曲线下面积(AUC)为0.9206,其预测价值(AUC = )在验证队列中得到验证。此外,RDW与MSKCC预测模型相结合可区分临床结局,OS的AUC为0.8348,PFS的AUC为 = 0.8125。与RDW和MSKCC预后变量相比,RDW与MSKCC评分相结合能更好地在验证队列中识别出长期生存良好的患者亚组(P < 0.001)。通过多变量分析,RDW与MSKCC评分相结合仍与临床结局独立相关。

结论

基于预处理RDW和MSKCC评分,建立了一种新型预测工具,可有效分层不同预后的PCNS-DLBCL患者。据此开发的预测模型有望判断PCNS-DLBCL对基于甲氨蝶呤的联合免疫化疗的反应。因此,血液科医生和肿瘤内科医生可以通过前瞻性而非反应性地监测RDW来定制和调整治疗方式,这可以节省医疗费用,是3PM的关键理念。简而言之,RDW与MSKCC模型可作为预测PCNS-DLBCL对不同治疗的反应和临床结局的重要工具,这符合预测、预防和个性化医学原则。

补充信息

在线版本包含可在10.1007/s13167-022-00290-5获取的补充材料。

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