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诊断时社会经济因素与髓母细胞瘤生存的关系:倾向评分匹配分析和基于人群的研究。

The Association Between Socioeconomic Factors at Diagnosis and Survival in Medulloblastoma: A Propensity Score-Matched Analysis and Population-Based Study.

机构信息

Department of Neurosurgery and Neuro-Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, China.

出版信息

J Racial Ethn Health Disparities. 2024 Aug;11(4):1843-1856. doi: 10.1007/s40615-023-01656-9. Epub 2023 Aug 7.

Abstract

BACKGROUND

Medulloblastoma (MB) is the most common malignant brain tumor of childhood. The associations between socioeconomic statuses (SES) and survival outcomes of medulloblastoma remain unclear. The aim of this study was to develop a nomogram to predict medulloblastoma specific death (MBSD) and overall survival (OS) in patients with medulloblastoma, taking into account socioeconomic factors in patients with medulloblastoma.

METHODS

We included patients diagnosed with MB between 1975 and 2016 from the Surveillance, Epidemiology, and End Results database. Propensity Score Matching (PSM) was performed to reduce selection bias. Multivariate cox proportional hazards model was used to assess SES impact and clinically relevant variables of medulloblastoma specific death and overall survival. Independent prognostic factors determined by multivariate analysis were used to construct nomograms.

RESULTS

A total of 2660 patients were enrolled after matching. Study showed unemployed rate (MBSD, high level vs. low level, P = 0.020) (OS, high level vs. low level, P = 0.017), and marital status (OS, married vs unmarried/unknown, P = 0.029) were important factors affecting prognosis of medulloblastoma in male. Meanwhile, median household income (MBSD, quartile 1 vs. quartile 3, P = 0.047) (OS, quartile 1 vs. quartile 2, P = 0.017) (OS, quartile 1 vs. quartile 3, P = 0.014), residence (MBSD, urban vs. rural, P = 0.041), and insurance status (MBSD, insured vs. uninsured/unknown, P = 0.002)(OS, insured vs. uninsured/unknown, P = 0.001) were significant factors affecting prognosis of medulloblastoma in female. Through the calibration plot and C-index test, our nomogram was also of predictive significance.

CONCLUSIONS

The unique features of MB have provided a scenario for analysis of the impact of racial, ethnic, gender, and socioeconomic factors. The current findings have important public health implications for achieving the goal of a healthy population. Given the known morbidity rates, long-term psychological, financial and medical burdens that these children and their families must bear, it is critical to identify and address these gaps.

摘要

背景

髓母细胞瘤(MB)是儿童中最常见的恶性脑肿瘤。社会经济地位(SES)与髓母细胞瘤患者生存结局之间的关联尚不清楚。本研究旨在建立一个列线图,以预测髓母细胞瘤患者的髓母细胞瘤特异性死亡(MBSD)和总生存(OS),同时考虑髓母细胞瘤患者的社会经济因素。

方法

我们纳入了 1975 年至 2016 年间来自监测、流行病学和最终结果数据库的诊断为 MB 的患者。采用倾向评分匹配(PSM)以减少选择偏倚。多变量 cox 比例风险模型用于评估 SES 影响以及与髓母细胞瘤特异性死亡和总生存相关的临床相关变量。通过多变量分析确定的独立预后因素用于构建列线图。

结果

匹配后共纳入 2660 例患者。研究表明,男性失业率(MBSD,高水平与低水平,P=0.020)(OS,高水平与低水平,P=0.017)和婚姻状况(OS,已婚与未婚/未知,P=0.029)是影响髓母细胞瘤预后的重要因素。同时,中位家庭收入(MBSD,四分位 1 与四分位 3,P=0.047)(OS,四分位 1 与四分位 2,P=0.017)(OS,四分位 1 与四分位 3,P=0.014)、居住地(MBSD,城市与农村,P=0.041)和保险状况(MBSD,有保险与无保险/未知,P=0.002)(OS,有保险与无保险/未知,P=0.001)是影响女性髓母细胞瘤预后的显著因素。通过校准图和 C 指数检验,我们的列线图也具有预测意义。

结论

MB 的独特特征为分析种族、民族、性别和社会经济因素的影响提供了一个场景。这些发现对实现健康人群的目标具有重要的公共卫生意义。鉴于这些儿童及其家庭必须承担的已知发病率、长期心理、经济和医疗负担,必须确定并解决这些差距。

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