Brain Metabolic Activity Measured by [ 18 F]FDG PET/CT Predicts Survival in Patients with Advanced Non–Small Cell Lung Cancer

医学 肺癌 内科学 比例危险模型 肿瘤科 代谢活性 脑瘤 回顾性队列研究 相关性 脑转移 神经影像学 癌症 总体生存率 生存分析 临床终点 阶段(地层学) 大脑活动与冥想 病理 性能状态
作者
Julie Auriac,Ghada Lemoudda,Narinée Hovhannisyan-Baghdasarian,Manuel Melo Pires,Lalith Kumar Shiyam Sundar,Paulette Salamoun-Feghali,Romain‐David Seban,Nina Jehanno,Christophe Nioche,Marie Luporsi,T Beyer,Alain Livartowski,Nicolas Girard,Irene Buvat,Fanny Orlhac
出处
期刊:Journal of nuclear medicine [Society of Nuclear Medicine and Molecular Imaging]
卷期号:: jnumed.125.271400-jnumed.125.271400
标识
DOI:10.2967/jnumed.125.271400
摘要

[18F]FDG PET/CT images play a key role in the management of patients with non–small cell lung cancer (NSCLC). In these scans, the focus is on detected tumors and their characteristics, neglecting information from other organs or tissues. We investigated whether the mean brain [18F]FDG uptake (brain SUVmean) is associated with overall survival (OS) in patients with advanced NSCLC. Methods: This retrospective study included patients with advanced NSCLC who underwent pretreatment [18F]FDG PET/CT scans between 2010 and 2023. Clinical and biologic data, tumor radiomic features, and brain SUVmean were collected. The ability of these features to predict OS was evaluated using univariable and multivariable Cox regression models. The correlation between brain SUVmean and clinical, imaging, and blood biomarkers was investigated using Spearman correlation coefficients. Results: Patients were chronologically divided into a discovery set (n = 234; mean age, 64 ± 11 y) and test set (n = 146; mean age, 66 ± 11 y). In the discovery set, univariable analysis showed that high brain SUVmean (greater than or equal to the median) was associated with longer OS (hazard ratio [HR], 0.83; 95% CI, 0.76–0.92; P < 0.001). Brain SUVmean was significantly lower in patients who died within 1 y compared with those who were still alive at the same time point (median brain SUVmean, 4.9 ± 1.4 vs. 5.7 ± 1.5, respectively; P < 0.001). Multivariable analysis revealed that brain SUVmean was an independent prognostic factor for OS (HR, 0.89; 95% CI, 0.80–0.98; P = 0.02), which was confirmed in the test set (P < 0.001). Brain SUVmean was independent of the radiomic features quantifying tumor involvement (r < 0.24, n = 380) and significantly correlated but complementary to several blood biomarkers including C-reactive protein (r = −0.37, n = 110 patients). The prognostic significance of brain SUVmean persisted in patients without brain metastases (P < 0.001). Conclusion: Low brain metabolic activity was associated with increased mortality in patients with advanced NSCLC. Brain SUVmean was an independent prognostic factor that may aid in patient stratification, although its interpretation requires further investigation.
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