Abstract:Aim: The aim of the study was to assess possible correlation of fluorogeoxyglucose (FDG) uptake and iodinerelated attenuation values derived from positron-emission tomography/computed tomography (PET/CT) using singlesource dual-energy CT scan (DE-CT) in non-small cell lung cancer (NSCLC). Materials and Methods: Forty-eight patients with histologically-proven NSCLC underwent 18 F-FDG-PET/CT within their staging process. PET/CT included single-source DE-CT in late post-contrast phase. Direct comparison of PET an… Show more
“…We found a positive correlation between SUV max and Iodine max (R = 0.64, p = 0.002) and a strong positive correlation between metabolic tumor volume (MTV) and total iodine content (R = 0.91, p < 0.0001), similar to previous studies ( Figure 2 ) [ 11 , 17 ].…”
Section: Resultssupporting
confidence: 91%
“…We found a positive correlation between SUVmax and Iodinemax (R = 0.64, p = 0.002) and a strong positive correlation between metabolic tumor volume (MTV) and total iodine content (R = 0.91, p < 0.0001), similar to previous studies (Figure 2) [11,17]. A total overview of the Pearson correlations between FDG uptake and iodine-related parameters is presented in Table 2.…”
Section: Correlation Between Metabolic and Iodine-related Parameters ...supporting
confidence: 88%
“…Baxa et al and Schmid-Bindert et al found a correlation between metabolic parameters and iodine-related parameters, which is in contrast to the results of Kupik et al and Masahiko et al, who found no correlation. In addition, Kupik et al found a moderate negative correlation for tumors <3 cm [ 11 , 16 , 17 , 18 ]. In this current study, we accounted for intratumoral heterogeneity by first performing an image registration between the DE-CT and the 18 F-FDG PET/CT followed by a correlation of maximum iodine concentration with SUV peak both within the entire tumor and in a sphere around the SUV peak .…”
Section: Discussionmentioning
confidence: 99%
“…Similar to studies on DCE-CT parameters, there are discrepancies in the current literature. The studies of Schmid-Bindert et al and Baxa et al found a strong correlation between SUV max and DE-CT parameters in patients with non-small-cell lung cancer (NSCLC), whereas the studies of Kupik et al and Aoki et al found no correlation regardless of tumor histology, but a moderate negative correlation for small primary tumors (<3 cm) [ 11 , 16 , 17 , 18 ].…”
Section: Introductionmentioning
confidence: 99%
“…In all previous studies, either a small region of interest (ROI) or the entire tumor volume was assessed. As NSCLC often exhibits high intra- and intertumoral heterogeneity, assessment of a small region of the tumor is a limitation [ 11 , 16 , 17 , 18 ].…”
(1) The current literature contains several studies investigating the correlation between dual-energy-derived iodine concentration (IC) and positron emission tomography (PET)-derived Flourodeoxyglucose (18F-FDG) uptake in patients with non-small-cell lung cancer (NSCLC). In previously published studies, either the entire tumor volume or a region of interest containing the maximum IC or 18F-FDG was assessed. However, the results have been inconsistent. The objective of this study was to correlate IC with FDG both within the entire volume and regional sub-volumes of primary tumors in patients with NSCLC. (2) In this retrospective study, a total of 22 patients with NSCLC who underwent both dual-energy CT (DE-CT) and 18F-FDG PET/CT were included. A region of interest (ROI) encircling the entire primary tumor was delineated, and a rigid registration of the DE-CT, iodine maps and FDG images was performed for the ROI. The correlation between tumor measurements and area-specific measurements of ICpeak and the peak standardized uptake value (SUVpeak) was found. Finally, a correlation between tumor volume and the distance between SUVpeak and ICpeak centroids was found. (3) For the entire tumor, moderate-to-strong correlations were found between SUVmax and ICmax (R = 0.62, p = 0.002), and metabolic tumor volume vs. total iodine content (R = 0.91, p < 0.001), respectively. For local tumor sub-volumes, a negative correlation was found between ICpeak and SUVpeak (R = −0.58, p = 0.0046). Furthermore, a strong correlation was found between the tumor volume and the distance in millimeters between SUVpeak and ICpeak centroids (R = 0.81, p < 0.0001). (4) In patients with NSCLC, high FDG uptakes and high DE-CT-derived iodine concentrations correlated on a whole-tumor level, but the peak areas were positioned at different locations within the tumor. 18F-FDG PET/CT and DE-CT provide complementary information and might represent different underlying patho-physiologies.
“…We found a positive correlation between SUV max and Iodine max (R = 0.64, p = 0.002) and a strong positive correlation between metabolic tumor volume (MTV) and total iodine content (R = 0.91, p < 0.0001), similar to previous studies ( Figure 2 ) [ 11 , 17 ].…”
Section: Resultssupporting
confidence: 91%
“…We found a positive correlation between SUVmax and Iodinemax (R = 0.64, p = 0.002) and a strong positive correlation between metabolic tumor volume (MTV) and total iodine content (R = 0.91, p < 0.0001), similar to previous studies (Figure 2) [11,17]. A total overview of the Pearson correlations between FDG uptake and iodine-related parameters is presented in Table 2.…”
Section: Correlation Between Metabolic and Iodine-related Parameters ...supporting
confidence: 88%
“…Baxa et al and Schmid-Bindert et al found a correlation between metabolic parameters and iodine-related parameters, which is in contrast to the results of Kupik et al and Masahiko et al, who found no correlation. In addition, Kupik et al found a moderate negative correlation for tumors <3 cm [ 11 , 16 , 17 , 18 ]. In this current study, we accounted for intratumoral heterogeneity by first performing an image registration between the DE-CT and the 18 F-FDG PET/CT followed by a correlation of maximum iodine concentration with SUV peak both within the entire tumor and in a sphere around the SUV peak .…”
Section: Discussionmentioning
confidence: 99%
“…Similar to studies on DCE-CT parameters, there are discrepancies in the current literature. The studies of Schmid-Bindert et al and Baxa et al found a strong correlation between SUV max and DE-CT parameters in patients with non-small-cell lung cancer (NSCLC), whereas the studies of Kupik et al and Aoki et al found no correlation regardless of tumor histology, but a moderate negative correlation for small primary tumors (<3 cm) [ 11 , 16 , 17 , 18 ].…”
Section: Introductionmentioning
confidence: 99%
“…In all previous studies, either a small region of interest (ROI) or the entire tumor volume was assessed. As NSCLC often exhibits high intra- and intertumoral heterogeneity, assessment of a small region of the tumor is a limitation [ 11 , 16 , 17 , 18 ].…”
(1) The current literature contains several studies investigating the correlation between dual-energy-derived iodine concentration (IC) and positron emission tomography (PET)-derived Flourodeoxyglucose (18F-FDG) uptake in patients with non-small-cell lung cancer (NSCLC). In previously published studies, either the entire tumor volume or a region of interest containing the maximum IC or 18F-FDG was assessed. However, the results have been inconsistent. The objective of this study was to correlate IC with FDG both within the entire volume and regional sub-volumes of primary tumors in patients with NSCLC. (2) In this retrospective study, a total of 22 patients with NSCLC who underwent both dual-energy CT (DE-CT) and 18F-FDG PET/CT were included. A region of interest (ROI) encircling the entire primary tumor was delineated, and a rigid registration of the DE-CT, iodine maps and FDG images was performed for the ROI. The correlation between tumor measurements and area-specific measurements of ICpeak and the peak standardized uptake value (SUVpeak) was found. Finally, a correlation between tumor volume and the distance between SUVpeak and ICpeak centroids was found. (3) For the entire tumor, moderate-to-strong correlations were found between SUVmax and ICmax (R = 0.62, p = 0.002), and metabolic tumor volume vs. total iodine content (R = 0.91, p < 0.001), respectively. For local tumor sub-volumes, a negative correlation was found between ICpeak and SUVpeak (R = −0.58, p = 0.0046). Furthermore, a strong correlation was found between the tumor volume and the distance in millimeters between SUVpeak and ICpeak centroids (R = 0.81, p < 0.0001). (4) In patients with NSCLC, high FDG uptakes and high DE-CT-derived iodine concentrations correlated on a whole-tumor level, but the peak areas were positioned at different locations within the tumor. 18F-FDG PET/CT and DE-CT provide complementary information and might represent different underlying patho-physiologies.
The aim of this pilot study was to prospectively evaluate the first integrated positron emission tomography (PET)/dualenergy computed tomography (DECT) system performance in patients with non-small cell lung cancer (NSCLC).
Materials and Methods:In this single-center, prospective trial, consecutive patients with NSCLC referred for a PET study between May 2017 and June 2018 were enrolled. All patients received contrast-enhanced imaging on a clinical PET/DECT system. Data analysis included PET-based standard uptake values (SUV max ) and DECT-based iodine densities of tumor masses, lymph nodes, and distant metastases. Results were analyzed using correlation tests and receiver operating characteristics curves.
Results:The study population was composed of 21 patients (median age 62 y, 14 male patients). A moderate positive correlation was found between iodine density values (2.2 mg/mL) and SUV max (10.5) in tumor masses (ρ = 0.53, P < 0.01). Iodine density values (2.3 mg/mL) and SUV max (5.4) of lymph node metastases showed a weak positive correlation (ρ = 0.23, P = 0.14). In addition, iodine quantification analysis provided no added value in differentiating between pathologic and nonpathologic lymph nodes with an area under the curve (AUC) of 0.55 using PET-based SUV max as the reference standard. A weak positive correlation was observed between iodine density (2.2 mg/mL) and SUV max in distant metastases (14.9, ρ = 0.23, P = 0.52).
Conclusions:The application of an integrated PET/DECT system in lung cancer might provide additional insights in the assessment of tumor masses. However, the added value of iodine density quantification for the evaluation of lymph nodes and distant metastases seems limited.
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