1. Introduction
Positron emission tomography and computed tomography (PET/CT) hybrid imaging plays a fundamental role in current medical practice. Thereby, [
18F]fluoro-deoxy-glucose (FDG) PET/CT has become an essential pillar in the diagnosis and follow-up of various oncological diseases, such as lymphoma, melanoma, and lung cancer [
1,
2,
3]. Recent advances in the field of PET/CT technology have led to the introduction of total-body (TB) PET/CT scanners with an extended axial field-of-view (aFOV), enabling the improvement of existing clinical applications and the establishment of new ones [
4,
5]. The extended aFOV of these scanners, ranging between 64 to 200 cm, increases solid angle coverage for the detection of coincident events, providing a higher sensitivity and relevant improvements in signal-to-noise ratio (SNR) compared to conventional PET scanners with shorter aFOVs [
6,
7]. Notably, the improved sensitivity is advantageous for examinations with low event statistics, such as PET imaging with radioisotopes with low branching ratios such as Y-90 [
8,
9], allowing for post-therapeutic PET scans after trans-arterial radioembolization with Y-90 microspheres; immuno-PET imaging with long half-life radioisotopes such as Zr-89 [
10,
11], which allows improved in vivo characterization of various tumors such as HER2-positive breast cancer [
12]; and examinations with reduced doses of injected activity, contributing to a reduction in radiation exposure [
13,
14].
Conventional PET/CT scanners with a short aFOV of approximately 20 to 25 cm typically have a sensitivity in the range of 6 to 20 kcps/MBq [
15]. In these scanners, roughly 85 to 90% of the body is located outside the aFOV, and only around 3 to 5% of the available signal within the FOV can be used [
16]. In contrast, the Biograph Vision Quadra PET/CT scanner (Siemens Healthineers, Knoxville, TN, USA) provides an aFOV of 106 cm and a sensitivity of 83 kcps/MBq using its standard high-sensitivity (HS) mode with an acceptance angle of 18°. Compared to its predecessor model with a short aFOV (Biograph Vision 600) [
17], the Biograph Vision Quadra features an approximately fivefold sensitivity increase [
18].
The ultra-high sensitivity (UHS) mode, representing the latest sensitivity mode for the Biograph Vision Quadra, allows for the unlimited acceptance angle of 52°, further improving the sensitivity to 176 kcps/MBq. This improvement translates into an approximately two-fold increase in sensitivity compared to the standard HS mode [
19]. This enables a further reduction of acquisition time while maintaining noise performance and might also provide advantages for low-dose examination protocols while maintaining diagnostic reliability. Despite these encouraging results, the standardization of short acquisition time and low-dose protocols in clinical routine remains to be achieved. Specifically, to the best of our knowledge, no studies have yet been published systematically evaluating the limits of reduction of injected activity regarding qualitative and quantitative image parameters in [
18F]FDG PET/CT of oncological patients on the Biograph Vision Quadra system.
Therefore, this study aimed to assess the impact of reduced [18F]FDG activity doses on image quality and noise, lesion detectability, and uptake quantification while comparing the HS and UHS modes in the Siemens Biograph Vision Quadra PET/CT scanner.
2. Materials and Methods
Study Design and Patient Population
Twenty-six patients who underwent a whole-body [
18F]FDG PET/CT on a Biograph Vision Quadra PET/CT scanner were included in this retrospective analysis. PET/CT examinations were clinically indicated for oncological purposes. Patient characteristics are provided in
Supplementary Table 1.
Imaging Protocol
Patients were required to fast for at least 10 hours prior to the examination. A venous blood glucose measurement was conducted to confirm blood glucose levels < 130 mg/dl. A standard dose of 3.0 MBq/kg [
18F]FDG was injected intravenously, and PET/CT image acquisition was started at 60 min. p.i.. Whole-body scans were acquired in a supine position covering an area from the head to the mid-thighs. Technical details of the CT image acquisition and protocol are provided in
Supplementary Table 2. PET emission data with a routine acquisition time of 5 min. were acquired directly after the CT scan.
Image Reconstruction
PET image reconstruction was performed using the proprietary e7 tools software version VR20 (Siemens Healthineers, Knoxville, TN, USA). According to our standard clinical reconstruction protocol, an Ordinary-Poisson Ordered-Subsets Expectation-Maximization algorithm with four iterations and five subsets (OP-OSEM 4i5s) was applied, using point-spread-function (PSF) modeling and time-of-flight (TOF) information. PET images were reconstructed with a matrix of 440 x 440 x 645 with a 1.65 x 1.65 x 1.65 mm
3 isotropic voxel size, and no image filter was applied. Attenuation correction was performed based on the diagnostic CT scan acquired before the emission measurements. All reconstructions were performed for both the HS and the UHS mode. PET raw data (5 min. scan, 3.0 MBq/kg) was consecutively rebinned for shorter frame durations to simulate lower activities of injected [
18F]FDG as follows: 1.0 MBq/kg, 0.5 MBq/kg, 0.25 MBq/kg, and 0.125 MBq/kg. An example of a data set reconstructed with the different simulated doses and both sensitivity modes is shown in
Figure 1.
Image Analysis and Evaluation
Image analysis and evaluation were performed on a dedicated workstation using the SyngoVia® software (Siemens Healthineers; Knoxville, TN, USA) by two experienced resident nuclear medicine physicians (one being a board-certified radiology physician, both with multi-year experience in the reading of oncological PET/CT scans) in consensus. Both readers were blinded to patient demographics and clinical information. Scans were read in multiple sessions in a randomized order. Afterward, all reconstructions per patient were re-read simultaneously to analyze lesion uptake. In patients with multifocal disease, a maximum of five lesions per patient were analyzed to reduce over-representation.
Subjective PET Image Quality
Subjective overall impression of image quality, subjective image noise, and conspicuity of suspected pathological lesions were assessed using a 5-point Likert scale. Criteria for the Likert scoring system are provided in
Table 1.
Table 1.
5-Point Likert scoring system for subjective PET image rating.
Table 1.
5-Point Likert scoring system for subjective PET image rating.
Score |
Image quality |
Lesion conspicuity |
Image noise
|
5 |
state-of-the-art quality
|
well-defined
|
near-imperceptible noise |
4 |
superior to the average
|
fairly defined |
lower than regular image of daily practice
|
3 |
regular quality of daily practice
|
hazy, recognizable |
similar to regular image of daily practice
|
2 |
barely diagnostic |
ill-defined, impairing diagnostic confidence
|
increased noise, slightly worse than regular image of daily practice
|
1 |
non-diagnostic |
un-recognizable |
excessive noise |
Quantitative PET Analyses
Target lesion uptake was determined by placing a 40% isocontour volume of interest (VOI) around the lesion. Thereby, mean, peak, and maximum standardized uptake values (SUV
mean, SUV
peak, and SUV
max) were evaluated. As previously described, the liver was chosen to measure background activity [
20]. Background uptake was determined by a 14 cm
3 VOI in healthy tissue of the right liver lobe. Target lesions were manually segmented in the standard scan (3.0 MBq/kg, 5 min., HS mode). Afterwards, corresponding VOIs were automatically overlayed onto the simulated scans, ensuring that the placement of the respective VOIs was identical in all data sets.
Figure 1.
Coronal and axial [18F]FDG PET images of a 37-year-old patient with Hodgkin lymphoma reconstructed in HS (1-5) and UHS (6-10) mode.
Figure 1.
Coronal and axial [18F]FDG PET images of a 37-year-old patient with Hodgkin lymphoma reconstructed in HS (1-5) and UHS (6-10) mode.
The tumor-to-background ratio (TBR) was calculated as an estimate for objective lesion contrast and lesion visibility as previously described [
6]:
Furthermore, to quantitatively assess image noise, the coefficient of variation (CoV) was calculated using the following formula as previously published [
21]:
A CoV of <15% (as a recommended threshold by the EFOMP and EANM [
22]) was considered for interpretation. According to [
19], the SNR was defined as the reciprocal variable of (CoV) for the liver background. To account for physiological uptake differences between patients, the measured SUV from the different simulations was normalized to the corresponding SUV derived from the standard scan (3.0 MBq/kg, 5 min., HS mode). Subsequently, the normalized SUV mean values and standard deviations (SD) were determined.
Radiation Exposure
The effective radiation dose of the simulated examinations was calculated using the conversion factor of 0.019 mSv/MBq, as proposed by the International Commission on Radiological Protection publication 106 [
23].
Statistical Analysis
Two-way ANOVA was performed to analyze the effect of simulated reduced dose and sensitivity modes on uptake values and SNR. Bonferroni´s multiple comparison tests were used to point out specific statistical significances following two-way ANOVA. Results of the two-way ANOVA are shown with p-values. An alpha level of 0.05 and a confidence interval of 95% were used for analysis. Corresponding degrees of freedom (df), F-values (F), and results of multiple comparison tests are provided in
Supplementary Table 3 and Table 4. Statistical analysis was performed using GraphPad Prism Version 9.4.1 (GraphPad Software, San Diego, California, USA).
4. Discussion
Recent studies have demonstrated the improved performance characteristics of total-body PET/CT scanners. For example, studies evaluating the uEXPLORER, another commercially available TB PET/CT scanner with an aFOV of approximately 2 meters, showed that low- (1.85 MBq/kg) or ultra-low-dose (0.37 MBq/kg) imaging protocols [
24,
25] may be clinically feasible, usually requiring longer scan times (>5 min.).
For the Biograph Vision Quadra, a study in melanoma patients showed that a dose reduction down to 2.0 MBq/Kg with a 5 min. scan was not associated with worsening clinical performance [
13]. Such protocols may profit from the recently introduced UHS mode, which has the potential to further lower both acquisition time and/or applicated activity by fully exploiting the largely increased sensitivity of this total-body PET/CT scanner. However, before low-dose protocols involving this new sensitivity mode can be implemented into routine clinical practice, evaluating their limitations and diagnostical reliability is necessary. Therefore, we assessed the influence of reduced [
18F]FDG activity doses for both HS and UHS modes on qualitative and quantitative PET parameters in the Biograph Vision Quadra.
Regarding subjective image rating, we determined that images at 0.5 MBq/kg (1/6th of the standard clinical dose) with 5 min. acquisition in HS mode were “barely diagnostic”. In this regard, simulations with very low doses in HS mode (0.25 MBq/kg and 0.125 MBq/kg) were rated as biased by the poor image quality and affected diagnostic reliability. However, using the same protocols in UHS mode, improved diagnostic image quality was consistently achieved, e.g. images at 0.25 MBq/kg in UHS mode were then also rated as “barely diagnostic”. We would still however recommend that these very low doses should not be considered for clinical application unless compensated by a scan time considerably longer than 5 min. In general, the enhanced SNR in UHS mode led to an overall improvement in the subjectively evaluated image characteristics, except for 0.125 MBq/kg, where no tangible improvements were noted.
Lesion detectability decreased at the dose of 0.5 MBq/kg to a detection rate of 95% in HS mode and could be partly recovered to 98% in UHS mode. Lesion morphology and tracer uptake evidently influenced lesion detection. The mean size of undetected lesions was 1.5 ± 0.57 cm with a SUVmean of 4.7 ± 2.8, mainly indicating an increased risk of smaller and low to moderate metabolic active lesions remaining undetected.
A dose of 1.0 MBq/kg combined with the HS mode resulted in a CoV of 17.9% ± 2.0, exceeding the threshold of 15.0% recommended by EFOMP and EANM [
22]. The UHS mode could meet this criterion with a CoV of 13.0±1.3%. To further reduce the dose and maintain an acceptable image noise, filtering of the images can be performed. In this regard, Rausch et al. [
26] showed that for the Biograph Vision Quadra, using a 6 mm Gaussian filter instead of a 2 mm filter helped to increase the useful aFOV (CoV < 15%) from 83 cm to 103 cm. Subjective image noise ratings considered noise excessive and impairing diagnostic quality at less than 0.25 MBq/Kg while having acceptable image noise levels even at 0.5 MBq/kg, implying that higher noise values may still be acceptable in clinical settings.
Furthermore, two-way ANOVA showed that the SNR values of images reconstructed in UHS mode have comparable SNRs to images reconstructed in HS mode but with twice the simulated activity, e.g 0.5 MBq/kg (UHS) vs 1.0 MBq/kg (HS), which is another way of interpreting similar results previously published, where 30 s/60 s acquisitions in UHS showed comparable SNRs to 60 s/120 s acquisitions in HS mode [
19]. Furthermore, a mean SNR UHS to HS ratio of 1.36 ± 0.02 was reported, which also aligns with previously published values. The UHS mode is, thus, useful for acquiring clinically diagnostic images with lower activity protocols.
Of note, image noise is not uniformly improved across the FOV. Schmidt et al. [
27] reported that for the Biograph Vision Quadra, the improvement in CoV in the center FOV can be as high as a factor of 1.49, comparing UHS and HS mode. However, no improvement was observed with the UHS mode beyond the central 80 cm of the aFOV.
Concerning quantitative PET parameters, SUV
mean, SUV
peak, and TBR showed only minimal decreases of <10% and two-way ANOVA revealed no statistically significant differences, including at the lowest simulated dose. SUV
max, however, was considerably higher for the HS mode and increased towards lower doses, which is comparable to previously published results, where 600s acquisitions had statistically significant differences in SUV
max values of evaluated lesions compared to 120s and 60s acquisitions [
28], whereas SUV
mean and SUV
peak remained relative stable. This is expected to be caused by the influence of noise on SUV
max [
29,
30]. In our study, two-way ANOVA and multiple comparisons revealed only statistically significantly differences while comparing SUV
max values between the standard 3.0 MBq/kg scan in HS mode at 0.125 MBq/kg in HS mode, with values not being statistically significantly different compared with 0.125 MBq/kg in UHS mode.
SUV
max is known to be overestimated due to the PSF reconstruction [
31,
32] and prone to noise distortion as it is based on the value of only a single voxel. Therefore, using SUV
peak or SUV
mean for quantification instead of SUV
max seems reasonable, especially in scenarios with low event statistics. The fact that the uptake values remained relatively constant at lower doses down to 0.125 MBq/kg (=1/24th of the standard applied dose, UHS mode) indicates that the fundamental limitations regarding dose reduction were based on insufficient diagnostic image quality.
Considering the results of this study, the Biograph Vision Quadra and total-body PET/CT scanners, in general, provide an emerging flexibility regarding applied activities. Of note, instead of altering the dose, a change in scan duration can also have a comparable impact. As such, considering the short half-life of F-18 of 109.8 min, a 5 min. scan with 1.0 MBq/kg would yield approximately the same count statistics as a 10 min. scan with 0.5 MBq/kg. As with 1.0 MBq/kg, no degradations were reported in our work compared to the full 3.0 MBq/kg with a 5 min. scan. This implies the same is true for 0.5 MBq/kg with a 10 min scan time. This would allow high image quality, quantification accuracy, and diagnostic reliability with an effective dose of less than 1 mSv (for a 70kg patient).
Utilizing this protocol with 0.5 MBq/kg and a 10-minute scan would also allow feasible dual-tracer same-day protocols, for example, by performing an [
18F]FDG PET early in the day. Approximately three half-lives later, one could perform a second PET scan with a different radiotracer and standard activity doses (2.0-3.0 MBq/kg) of e.g. [
18F]PSMA-1007 or [
18F]SiFAlin-TATE, since no relevant activity remains at the time of the second scan. Such protocols would come into question where the [
18F]FDG PET supports clinical decision-making, for example, for patient selection or therapy control in patients with prostate cancer or neuroendocrine tumors that may receive or are receiving radioligand therapy. This type of examination aims to find radiotracer mismatches (FDG-positive and PSMA/SSR negative), which may indicate more aggressive tumor types that may warrant more aggressive therapy regimens instead of radioligand therapy [
33]. The benefit of this protocols compared to previously published ones, e.g., first completion of [
68Ga]Ga-PSMA-11 PET scan followed immediately by a standard 40 MBq injection of [
18F]FDG [
34], is that the semi-quantitative assessment of both FDG and PSMA would be less problematic at the cost of longer waiting times for patients. Nonetheless, both protocols would be able to assess radiotracer mismatches.
Considering the reduced radiation exposure, pediatric patients could also benefit, and hybrid imaging could become more feasible in this patient population. The flexibility of total-body PET/CT scanners comes to note in pediatric patients since, depending on the clinical setting, one would be able to apply a standard activity dose and perform a fast scan while avoiding the use of anesthesia, as Reichkendler M et al. showed [
35], or reduce applied activity in children that don’t require sedation. Our results might be transferable for hybrid imaging studies in the pediatric population, but this requires further evaluation.
One limitation of this study is that only a relatively small sample size of 26 patients with a total of 82 pathological target lesions was included for analysis. Only two patients included were obese with a BMI > 35 kg/m
2. Previous studies reported that a dose reduction was feasible only in non-obese patients with a BMI < 30 kg/m2, thus limiting the generalizability of our results to the obese patient population [
36]. Another limitation is that only [
18F]FDG in oncological patients was considered in this study, and no non-oncological indications for PET/CT (e.g., search for florid inflammation or fever of unknown origin) were analyzed. Furthermore, the transferability to tracers based on isotopes different than F-18, which have a larger positron range (such as Ga-68) or typically require lower activities (such as Zr-89), need to be elaborated as these impact quantification accuracy and noise performance [
37]. Further studies are warranted to assess the feasibility of low-dose PET examinations in these scenarios.
Author Contributions
Conceptualization, Eduardo Calderón , Fabian Schmidt, Christian la Fougère and Lena Kiefer; Data curation, Eduardo Calderón , Fabian Schmidt, Wenhong Lan and Salvador Castaneda-Vega; Formal analysis, Eduardo Calderón , Fabian Schmidt, Salvador Castaneda-Vega, Nils Trautwein and Lena Kiefer; Funding acquisition, Christian la Fougère and Lena Kiefer; Investigation, Eduardo Calderón , Fabian Schmidt and Lena Kiefer; Methodology, Eduardo Calderón , Fabian Schmidt, Wenhong Lan and Lena Kiefer; Project administration, Eduardo Calderón , Fabian Schmidt, Helmut Dittmann and Christian la Fougère; Resources, Fabian Schmidt, Andreas Brendlin and Christian la Fougère; Software, Eduardo Calderón , Fabian Schmidt, Wenhong Lan and Salvador Castaneda-Vega; Supervision, Fabian Schmidt, Helmut Dittmann, Christian la Fougère and Lena Kiefer; Validation, Eduardo Calderón , Fabian Schmidt, Helmut Dittmann and Lena Kiefer; Visualization, Eduardo Calderón and Lena Kiefer; Writing – original draft, Eduardo Calderón and Lena Kiefer; Writing – review & editing, Eduardo Calderón , Fabian Schmidt, Wenhong Lan, Salvador Castaneda-Vega, Nils Trautwein, Helmut Dittmann, Christian la Fougère and Lena Kiefer.