Andronesi Ovidiu C, Esmaeili Morteza, Borra Ronald J H, Emblem Kyrre, Gerstner Elizabeth R, Pinho Marco C, Plotkin Scott R, Chi Andrew S, Eichler April F, Dietrich Jorg, Ivy S Percy, Wen Patrick Y, Duda Dan G, Jain Rakesh, Rosen Bruce R, Sorensen Gregory A, Batchelor Tracy T
Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.
Medical Imaging Centre of Southwest Finland, Department of Diagnostic Radiology, Turku University Hospital, Turku, Finland.
NPJ Precis Oncol. 2017;1. doi: 10.1038/s41698-017-0020-3. Epub 2017 Jun 12.
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, = 0.006) in Cox proportional hazards model, (3) the largest separation ( = 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.
在联合抗血管生成及放化疗期间,精确评估胶质母细胞瘤的治疗反应仍是一项挑战。尤其是,通过标准解剖成像早期检测治疗反应会受到假反应或假进展的干扰。代谢变化可能对肿瘤生理学更具特异性,且较少受到血脑屏障通透性变化的干扰。我们假设,磁共振波谱成像探测到的代谢变化能够在联合治疗早期对患者反应进行分层。我们对新诊断的胶质母细胞瘤患者开展了一项前瞻性纵向成像研究,这些患者参加了一项II期临床试验,该试验使用泛血管内皮生长因子受体抑制剂西地尼布联合标准分割放疗及替莫唑胺(放化疗)。40名患者在治疗期间每周接受成像检查,成像方案包括磁共振波谱成像、灌注磁共振成像及解剖磁共振成像。使用受试者工作特征曲线、Cox比例风险模型及Kaplan-Meier生存曲线对数据进行分析。我们观察到,治疗1个月后总胆碱与健康肌酸的比值与总生存期显著相关,作为单一参数,其具有以下特点:(1)受试者工作特征曲线下最大面积(0.859);(2)Cox比例风险模型中最高风险比(HR = 85.85, = 0.006);(3)Kaplan-Meier生存曲线中最大分离度( = 0.004)。观察到总胆碱/健康肌酸与脑血流量呈负相关,但未发现与肿瘤体积有显著关系。我们的结果表明,通过磁共振波谱成像获得的体内代谢生物标志物可能是新诊断胶质母细胞瘤患者对抗血管生成治疗联合标准放化疗反应的早期指标。