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Utilizing 18F-FDG PET/CT Imaging and Quantitative Histology to Measure Dynamic Changes in the Glucose Metabolism in Mouse Models of Lung Cancer
Published on: July 21, 2018
Brain Metabolic Activity Measured by [18F]FDG PET/CT Predicts Survival in Patients with Advanced Non-Small Cell Lung
Julie Auriac1, Ghada Lemoudda2, Narinée Hovhannisyan-Baghdasarian2
1Institut Curie, PSL, Université Versailles Saint-Quentin, Inserm, CNRS, Université Paris-Saclay, IRIS, Orsay, France; julie.auriac@gmail.com.
None:
[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.

