[Prognostic Significance of Inflammation Score and Nutrition -Immunity Score in Patients with Newly Diagnosed Multiple Myeloma].

Q4 Medicine
Ming-Zhen Chen, Xue-Ya Zhang, Mei-E Wang, Rong-Fu Huang, Chun-Mei Fan
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引用次数: 0

Abstract

Objective: To construct the inflammation score (IS) and nutrition-immunity score (NIS) for patients with multiple myeloma (MM), and to verify their prognostic stratification effects and significance.

Methods: The clinical data of 129 newly diagnosed MM patients admitted to our hospital from August 2011 to September 2022 were retrospectively analyzed. Univariate and multivariate Cox regression analysis of overall survival (OS) were comducted on clinical parameters, including inflammatory indicators such as red blood cell volume distribution width (RDW) and platelet count (PLT), nutritional-immune indicators such as albumin (ALB), absolute lymphocyte count (ALC), and suppressed immunoglobulin count (S-Ig count). To construct IS and NIS for prognosis, X-tile software and multivariate Cox regression analysis were used to verify the prognostic stratification role and significance of IS and NIS. The time-dependent receiver operating characteristic (ROC) curve, C-index curve, calibration curve, and decision curve analysis (DCA) were used to evaluate the discrimination, accuracy, and clinical net benefit of IS and NIS in predicting overall survival(OS), and compared to the international staging system (ISS).

Results: IS was constructed based on the scores of RDW and PLT, and NIS was constructed based on the scores of ALB, ALC, and S-Ig count. According to X-tile analysis and multivariate Cox regression analysis, IS and NIS can divide the patients into three risk strata respectively: low, medium and high IS and NIS groups. The differences in OS and hazard ratio (HR) between the low, medium, and high strata were statistically significant (P < 0.05). IS and NIS are both independent prognostic predictors for MM. The area under the ROC curve (AUC) and C index of IS and NIS for predicting 1- to 7-year OS were greater than those of ISS, and both were greater than 0.7. The prediction results of IS and NIS for 1-, 3-, and 5-year OS rates were well consistent with the actual observed results. The DCA curves of IS and NIS for predicting 1-, 3-, and 5-year OS were higher than that of ISS in a wide range of threshold probability intervals.

Conclusion: IS and NIS have independent predictive significance for OS in MM patients. Their predictive discrimination, accuracy, and clinical net benefit are higher and better than ISS, and they may have potential application value in MM prognosis.

[炎症评分和营养免疫评分在新诊断多发性骨髓瘤患者中的预后意义]。
目的:建立多发性骨髓瘤(MM)患者的炎症评分(IS)和营养免疫评分(NIS),并验证其对预后的分层作用及意义。方法:回顾性分析我院2011年8月至2022年9月收治的129例新诊断MM患者的临床资料。临床参数包括红细胞体积分布宽度(RDW)、血小板计数(PLT)等炎症指标、白蛋白(ALB)、绝对淋巴细胞计数(ALC)、抑制免疫球蛋白计数(S-Ig)等营养免疫指标,对总生存期(OS)进行单因素和多因素Cox回归分析。为了构建IS和NIS对预后的影响,采用X-tile软件和多变量Cox回归分析验证IS和NIS对预后的分层作用和意义。采用时间相关的受试者工作特征(ROC)曲线、c指数曲线、校准曲线和决策曲线分析(DCA)来评估IS和NIS在预测总生存期(OS)方面的辨别性、准确性和临床净收益,并与国际分期系统(ISS)进行比较。结果:基于RDW、PLT评分构建IS,基于ALB、ALC、S-Ig评分构建NIS。根据X-tile分析和多变量Cox回归分析,IS和NIS可将患者分别分为低、中、高IS和NIS组三个风险层。低、中、高分层OS及风险比(HR)差异均有统计学意义(P < 0.05)。IS和NIS均为MM的独立预后预测因子,IS和NIS预测1 ~ 7年OS的ROC曲线下面积(AUC)和C指数均大于ISS,且均大于0.7。IS和NIS对1年、3年和5年OS率的预测结果与实际观察结果吻合较好。在较宽的阈值概率区间内,IS和NIS预测1年、3年和5年OS的DCA曲线均高于ISS。结论:IS和NIS对MM患者OS有独立预测意义。其预测辨别力、准确性和临床净效益均高于ISS,在MM预后方面可能具有潜在的应用价值。
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来源期刊
中国实验血液学杂志
中国实验血液学杂志 Medicine-Medicine (all)
CiteScore
0.40
自引率
0.00%
发文量
7331
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