首页> 美国卫生研究院文献>NPJ Precision Oncology >Early changes in glioblastoma metabolism measured by MR spectroscopic imaging during combination of anti-angiogenic cediranib and chemoradiation therapy are associated with survival
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Early changes in glioblastoma metabolism measured by MR spectroscopic imaging during combination of anti-angiogenic cediranib and chemoradiation therapy are associated with survival

机译:抗血管生成西地尼布和化学放疗联合应用时通过MR光谱成像测量的胶质母细胞瘤代谢的早期变化与存活率相关

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摘要

Precise assessment of treatment response in glioblastoma during combined anti-angiogenic and chemoradiation remains a challenge. In particular, early detection of treatment response by standard anatomical imaging is confounded by pseudo-response or pseudo-progression. Metabolic changes may be more specific for tumor physiology and less confounded by changes in blood–brain barrier permeability. We hypothesize that metabolic changes probed by magnetic resonance spectroscopic imaging can stratify patient response early during combination therapy. We performed a prospective longitudinal imaging study in newly diagnosed glioblastoma patients enrolled in a phase II clinical trial of the pan-vascular endothelial growth factor receptor inhibitor cediranib in combination with standard fractionated radiation and temozolomide (chemoradiation). Forty patients were imaged weekly during therapy with an imaging protocol that included magnetic resonance spectroscopic imaging, perfusion magnetic resonance imaging, and anatomical magnetic resonance imaging. Data were analyzed using receiver operator characteristics, Cox proportional hazards model, and Kaplan–Meier survival plots. We observed that the ratio of total choline to healthy creatine after 1 month of treatment was significantly associated with overall survival, and provided as single parameter: (1) the largest area under curve (0.859) in receiver operator characteristics, (2) the highest hazard ratio (HR = 85.85, P = 0.006) in Cox proportional hazards model, (3) the largest separation (P = 0.004) in Kaplan–Meier survival plots. An inverse correlation was observed between total choline/healthy creatine and cerebral blood flow, but no significant relation to tumor volumetrics was identified. Our results suggest that in vivo metabolic biomarkers obtained by magnetic resonance spectroscopic imaging may be an early indicator of response to anti-angiogenic therapy combined with standard chemoradiation in newly diagnosed glioblastoma.
机译:联合评估抗血管生成和化学放疗过程中胶质母细胞瘤的治疗反应的准确评估仍然是一个挑战。特别地,通过标准解剖学成像对治疗反应的早期检测与假反应或假进展混淆。代谢变化可能对肿瘤生理学更具特异性,而较少受血脑屏障通透性变化的混淆。我们假设通过磁共振波谱成像探测的代谢变化可以在联合治疗的早期对患者的反应进行分层。我们对新诊断的胶质母细胞瘤患者进行了前瞻性纵向成像研究,该患者参加了泛血管内皮生长因子受体抑制剂西地尼布联合标准分级放疗和替莫唑胺(化学放疗)的II期临床试验。在治疗过程中每周对40名患者进行成像,成像方案包括磁共振波谱成像,灌注磁共振成像和解剖磁共振成像。使用接收者操作员特征,Cox比例风险模型和Kaplan-Meier生存图分析数据。我们观察到治疗1个月后总胆碱与健康肌酸的比率与总体生存率显着相关,并作为单个参数提供:(1)接收者操作者特征中的曲线下面积最大(0.859),(2)最高Cox比例风险模型中的风险比(HR = 85.85,P = 0.006),(3)在Kaplan–Meier生存图中最大的分离度(P = 0.004)。在总胆碱/健康肌酸和脑血流量之间观察到负相关,但未发现与肿瘤体积有显着关系。我们的结果表明,在新诊断的胶质母细胞瘤中,通过磁共振波谱成像获得的体内代谢生物标志物可能是抗血管生成疗法与标准化学放疗相结合的早期反应指标。

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