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Diffusion MRI Characteristics After Concurrent Radiochemotherapy Predicts Progression-Free and Overall Survival in Newly Diagnosed Glioblastoma

机译:并行放射化学疗法后的扩散MRI特征可预测新诊断的胶质母细胞瘤的无进展生存期和总生存期

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摘要

The standard of care for newly diagnosed glioblastoma (GBM) is surgery first, radiotherapy (RT) with concurrent temozolomide (TMZ) second, and adjuvant TMZ last. We hypothesized patients with low diffusivity measured using apparent diffusion coefficient (ADC) histogram analysis evaluated after RT + TMZ and before adjuvant TMZ would have a significantly shorter progression-free survival (PFS) and overall survival (OS). To test this hypothesis, we evaluated 120 patients with newly diagnosed GBM receiving RT + TMZ followed by adjuvant TMZ. Magnetic resonance imaging was performed after completing RT + TMZ and before initiating adjuvant TMZ. A double Gaussian mixed model was used to describe the ADC histograms within the enhancing tumor, where ADCL and ADCH were defined as the mean ADC value of the lower and higher Gaussian distribution, respectively. An ADCL value of 1.0 μm2/ms and ADCH value of 1.6 μm2/ms were used to stratify patients into high- and low-risk categories. Results suggested that patients with a low ADCL had a significantly shorter PFS (Cox hazard ratio = 0.12, P = .0006). OS was significantly shorter with low ADCL tumors, showing a median OS of 407 versus 644 days (Cox hazard ratio = 0.31, P = .047). ADCH did not predict PFS or OS when accounting for age and ADCL. In summary, after completing RT + TMZ, newly diagnosed glioblastoma patients with a low ADCL are likely to progress and die earlier than patients with a higher ADCL. ADC histogram analysis may be useful for patient-risk stratification after completing RT + TMZ.
机译:新诊断的胶质母细胞瘤(GBM)的治疗标准是首先手术,其次是放线疗法(RTZ)和并发替莫唑胺(TMZ),最后是佐剂TMZ。我们假设使用RT + TMZ之后和佐剂TMZ之前评估的表观扩散系数(ADC)直方图分析测量的低扩散性患者的无进展生存期(PFS)和总体生存期(OS)明显缩短。为了验证该假设,我们评估了120例新诊断为GBM的患者,分别接受RT + TMZ和佐剂TMZ。在完成RT + TMZ之后和启动佐剂TMZ之前进行磁共振成像。使用双高斯混合模型描述增强肿瘤内的ADC直方图,其中ADCL和ADCH分别定义为较低和较高高斯分布的平均ADC值。 ADCL值为1.0μm 2 / ms,ADCH值为1.6μm 2 / ms,将患者分为高危和低危类别。结果表明,ADCL较低的患者的PFS明显较短(Cox风险比= 0.12,P = .0006)。低ADCL肿瘤的OS明显较短,显示OS的中位数为407天和644天(Cox风险比= 0.31,P = .047)。考虑到年龄和ADCL时,ADCH不能预测PFS或OS。总之,完成RT + TMZ后,ADCL较低的新诊断胶质母细胞瘤患者可能比ADCL较高的患者进展并更早死亡。完成RT + TMZ后,ADC直方图分析可能对患者风险分层很有用。

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