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高危神经母细胞瘤中原发肿瘤纹理异质性和血液生物标志物的预后价值。

Prognostic Values of Primary Tumor Textural Heterogeneity and Blood Biomarkers in High-risk Neuroblastoma.

机构信息

Department of Pediatric Hematology and Oncology.

Department of Nuclear Medicine, Gazi University Faculty of Medicine, Ankara, Turkey.

出版信息

J Pediatr Hematol Oncol. 2023 Oct 1;45(7):383-391. doi: 10.1097/MPH.0000000000002662. Epub 2023 Mar 16.

Abstract

PURPOSE

The aim of this study was to evaluate the prognostic value of textural parameters of primary tumors, serum lactate dehydrogenase (LDH), D -dimer, and ferritin in high-risk neuroblastoma patients.

PATIENTS AND METHODS

The imaging findings of 22 neuroblastoma patients (14 girls and 8 boys; age, 36.6 ± 34.2 [range: 5 to 138] months) who underwent 18-fluorodeoxyglucose positron emission tomography/computed tomography for primary staging before therapy between 2009 and 2020 were retrospectively evaluated. Positron emission tomography-derived metabolic data (maximum standard uptake value, mean standard uptake value, metabolic tumor volume, and total lesion glycolysis) and textural features of primary tumors were obtained. Serum LDH, D -dimer, and ferritin levels at the time of diagnosis were recorded. Univariate and multivariate Cox proportional hazards regression models were used to identify predictors for progression-free survival (PFS) and overall survival (OS). Survival curves were estimated by using the Kaplan-Meier method.

RESULTS

The median follow-up duration after diagnosis was 63 months (range: 5 to 141 mo). The median PFS and OS in all patients were 19 and 72 months, respectively. In multivariate Cox regression analyses with backward stepwise selection, grey level size zone matrix_size zone emphasis (GLSZM_SZE) was found as an independent predictor for both PFS and OS. Serum ferritin level was also found as an independent predictor for PFS. The Kaplan-Meier survival analysis showed that higher serum LDH, D -dimer, GLSZM_SZE, and zone size nonuniformity were significantly associated with shorter OS.

CONCLUSION

Serum LDH, D -dimer, ferritin levels, and GLSZM_SZE of primary tumors may be used as prognostic biomarkers to identify patients with worse prognoses in high-risk neuroblastoma. GLSZM textural features showing higher tumor heterogeneity are significantly associated with shorter PFS and OS.

摘要

目的

本研究旨在评估原发肿瘤纹理参数、血清乳酸脱氢酶(LDH)、D-二聚体和铁蛋白在高危神经母细胞瘤患者中的预后价值。

方法

回顾性分析了 2009 年至 2020 年间 22 例神经母细胞瘤患者(14 名女性,8 名男性;年龄 36.6±34.2[范围:5~138]个月)在治疗前进行 18-氟脱氧葡萄糖正电子发射断层扫描/计算机断层扫描(PET/CT)进行原发分期的影像学表现。获得 PET 衍生的代谢数据(最大标准摄取值、平均标准摄取值、代谢肿瘤体积和总肿瘤糖酵解)和原发肿瘤的纹理特征。记录诊断时的血清 LDH、D-二聚体和铁蛋白水平。采用单变量和多变量 Cox 比例风险回归模型来确定无进展生存(PFS)和总生存(OS)的预测因素。采用 Kaplan-Meier 方法估计生存曲线。

结果

诊断后中位随访时间为 63 个月(范围:5~141 个月)。所有患者的中位 PFS 和 OS 分别为 19 和 72 个月。在向后逐步选择的多变量 Cox 回归分析中,灰度大小区域矩阵大小区域强调(GLSZM_SZE)被发现是 PFS 和 OS 的独立预测因素。血清铁蛋白水平也是 PFS 的独立预测因素。Kaplan-Meier 生存分析显示,较高的血清 LDH、D-二聚体、GLSZM_SZE 和区域大小非均匀性与较短的 OS 显著相关。

结论

血清 LDH、D-二聚体、铁蛋白水平和原发肿瘤的 GLSZM_SZE 可作为预后生物标志物,用于识别高危神经母细胞瘤预后较差的患者。显示更高肿瘤异质性的 GLSZM 纹理特征与较短的 PFS 和 OS 显著相关。

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