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老年患者孤立性骨浆细胞瘤的预测:总生存的列线图和风险分类系统。

Prediction of Solitary Plasmacytoma of Bone in Elderly Patients: A Nomogram and a Risk Classification System for Overall Survival.

机构信息

Department of Orthopaedic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.

出版信息

Biomed Res Int. 2022 Jun 1;2022:7387416. doi: 10.1155/2022/7387416. eCollection 2022.

Abstract

BACKGROUND

Solitary plasmacytoma of bone (SPB) is an isolated plasmacytoma of bone origin, most commonly seen in the elderly, with a poor prognosis. So far, there is no precise nomogram to predict the overall survival (OS) of elderly patients with SPB. Our goal is to construct and validate a nomogram for elderly patients with SPB.

METHODS

This study collected all elderly patients with SPB in the Surveillance, Epidemiology and End Results (SEER) database from 2000 to 2018, and the variables included were age, sex, race, marital status, primary site, grade, stage, surgery, chemotherapy, and radiotherapy. Independent prognostic factors were identified using univariate and multivariate Cox analysis. The nomogram was constructed to predict 1-, 2-, and 3-year OS of elderly patients with SPB. The receiver-operating characteristic (ROC) and the calibration curves were used to differentiate and calibrate the nomogram. The clinical validity of the nomogram was evaluated by decision curve analysis (DCA). The total OS scores of all elderly SPB patients were calculated and divided into two risk subgroups for comparison.

RESULTS

A total of 1837 patients diagnosed with SPB were screened from the SEER database, with a final inclusion of 1180 patients (age ≥ 60 years). Age, radiotherapy, and marital status were significantly correlated with OS. These characteristics were further incorporated into the creation of the nomogram for predicting 1-, 2-, and 3-year OS of elderly patients with SPB. For this predictive model, the area under the ROC curves, calibration curves, and DCA have good performance in terms of differentiation, consistency, and validity, respectively. In addition, patients in the high-risk group (≥96) had a worse prognosis than those in the low-risk group (<96).

CONCLUSION

We constructed a nomogram and a risk classification system that could provide an intuitive and effective tool for clinicians to better predict the OS of elderly SPB patients.

摘要

背景

孤立性骨浆细胞瘤(SPB)是一种起源于骨的孤立性浆细胞瘤,多见于老年人,预后较差。到目前为止,还没有精确的列线图来预测老年 SPB 患者的总生存期(OS)。我们的目标是构建和验证老年 SPB 患者的列线图。

方法

本研究从 2000 年至 2018 年在监测、流行病学和最终结果(SEER)数据库中收集了所有老年 SPB 患者,纳入的变量包括年龄、性别、种族、婚姻状况、原发部位、分级、分期、手术、化疗和放疗。使用单因素和多因素 Cox 分析确定独立的预后因素。构建列线图预测老年 SPB 患者的 1 年、2 年和 3 年 OS。使用接收者操作特征(ROC)和校准曲线对列线图进行区分和校准。通过决策曲线分析(DCA)评估列线图的临床有效性。计算所有老年 SPB 患者的总 OS 评分,并将其分为两个风险亚组进行比较。

结果

从 SEER 数据库中筛选出 1837 例诊断为 SPB 的患者,最终纳入 1180 例(年龄≥60 岁)。年龄、放疗和婚姻状况与 OS 显著相关。这些特征进一步纳入了预测老年 SPB 患者 1 年、2 年和 3 年 OS 的列线图的建立。对于这个预测模型,ROC 曲线下面积、校准曲线和 DCA 在区分、一致性和有效性方面均具有良好的性能。此外,高危组(≥96)的患者预后比低危组(<96)差。

结论

我们构建了一个列线图和风险分类系统,可以为临床医生提供一个直观、有效的工具,以更好地预测老年 SPB 患者的 OS。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/659c/9177336/76ab2e8afbde/BMRI2022-7387416.001.jpg

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