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. 2022 Feb 13;4(1):vdac008. doi: 10.1093/noajnl/vdac008

Table 1.

Overview of Included AA PET Studies

Study Tumor Grade (Number of Patients) Tracer & Study type AA PET Imaging Timing Outcome Measurement Assessment Results and Conclusions
Assessing Response to RCT-TMZ
Piroth et al., 2011 GBM (22) Static [18F]FET
Prospective
T0: pretreatment (11–20 days after surgical resection)
T1: 7–10 days after completing RCT-TMZ
T2: 6–8 weeks later
OS
DFS
TBRmean
TBRmax
Change in TBR
Threshold: 1.6
[18F]FET-PET is a sensitive tool to predict early treatment response in GBM patients treated with RCT-TMZ.
- Defined early responders as those who had at least 10% decrease in TBRmax 7-10 days post-treatment.
- Identified 16 early responders and 6 nonresponders. Early PET responders had significantly longer DFS (10.3 vs. 5.8 months) and OS (“not reached” vs. 9.3 months) than the nonresponders.
Galldiks et al., 2012 GBM (25) Static [18F]FET
Prospective
T0: pretreatment (11–20 days after surgical resection)
T1: 7–10 days after completing RCT-TMZ
T2: 6–8 weeks later
OS
PFS
TBRmean
TBRmax
Change in TBR
Tvol
Threshold: 1.6
Static [18F]FET-PET parameters, especially change in TBR, can detect treatment response to RCT-TMZ in GBM patients as early as one week post-treatment.
- A decrease of 10% or more in TBRmax and TBRmean between T1 and T2 (early responders) correlated with a significantly longer median PFS and OS (also see study above).
- Six to eight weeks later, the predictive value of TBR was less significant, but found an association between a decrease of Tvoland PFS.
- Change in MRI tumor volume did not yield significant correlation to survival.
Piroth et al., 2013 GBM (25) Static and Dynamic [18F]FET
Prospective
T0: pretreatment (11–20 days after surgical resection)
T1: 7–10 days after completing RCT-TMZ
T2: 6–8 weeks later
OS
PFS
TBRmean
TBRmax
Change in TBR
Threshold: 1.6
TTP
Slope of TAC
SoD
Dynamic [18F]FET-PET does not add significant prognostic value in detecting treatment response to RCT-TMZ in GBM.
- Confirmed the high predictive value of change in TBR pre- and post-treatment for patient outcome, as described in the above two studies.
- Could not confirm the prognostic value of Tvol 1.6at 6–8 weeks post-treatment that was described in the above study.
- Changes in TTP, SoD, and slope of TAC pre- and post-treatment did not correlate with outcome.
Santoni et al., 2014 GBM (22)
HGG- AA (15)
LGG (16)
Static [11C]MET
Retrospective
T0: pretreatment (within 1 month from surgical resection)
Follow-up: periodic imaging until progression
OS SUVmax
Mean uptake index
Relative uptake index
Complementary [11C]MET-PET in addition to MRI/CT may be helpful in postoperative and successive tumor assessment in both HGG and LGG patients.
-  The combination of [11C]MET-PET with MRI/CT distinguished treatment-related changes from residual disease with 93.97% sensitivity and 95.18% specificity in AA, and with 96.92% sensitivity and 100% specificity in GBM patients during their RCT-TMZ and adjuvant TMZ treatment.
-  [11C]MET-PET allowed early detection of malignant progression from low grade to anaplastic astrocytoma with high sensitivity (91.56%) and specificity (95.18%).
-  Mean uptake index on MET-PET was significantly correlated with histologic grading, with GBM demonstrating the highest mean uptake index.
Suchorska et al., 2015 GBM (79) Static and Dynamic [18F]FET
Prospective
T0: pretreatment
T1: postoperatively (Cohort A only)
T2: 4–6 weeks following treatment (n = 64)
T3: after 3 cycles of adjuvant TMZ (n = 31)
OS
PFS
SUV
LBRmax
BTV
Threshold: 1.8
TAC pattern
Dynamic [18F]FET-PET TAC pattern and pretreatment BTVsignificantly predicted prognosis in GBM.
- BTV defined by FET-PET before RCT-TMZ was the strongest predictor of PFS and OS, independent of MGMT methylation status.
-  The following TAC patterns were associated with longer PFS (in descending order):
1. Increasing TAC
2. Change from increasing to decreasing TAC after treatment
3. Change from decreasing to increasing TAC after treatment
4. Decreasing TAC
- Both BTV and LBRmaxdecreased after completion of RCT-TMZ, although no further decrease was seen after three cycles of adjuvant TMZ.
- Did not find reduction in BTV or LBRmax to correlate with PFS or OS.
Lohmann et al., 2018 GBM (1) Static and Dynamic [18F]FET
Case Report
4 weeks after completion of RCT-TMZ Progression on histology TBR
Threshold: 1.6
TAC pattern
Increased [18F]FET TBR and dynamic TAC pattern correlated well with tumor burden on histologic studies, suggesting [18F]FET-PET may accurately identify progressive tumor tissue.
- Areas of histologically confirmed tumor showed TAC pattern that peaked early and then demonstrated a constant decrease in uptake,which is typical of malignant tissue.
- Areas of histologically confirmed gliosis showeda constant rising TAC pattern that was consistent with normal brain.
Kawasaki et al., 2019 GBM (30) Static [11C]MET
Retrospective
T0: pretreatment(after surgical resection)
Follow-up: every 3 months after completing RCT-TMZ
OS L/N ratio
Variation rate of L/N ratio
Thresholds: 2.0 and 1.3
A decrease in [11C]MET L/N ratio at 3 months after RCT-TMZ was significantly related to the survival time for patients with GBM.
- At 3 months post-treatment, a variation rate of –0.366 in the L/N ratio differentiated patients with > 23 months versus ≤ 23 months OS.
- L/N ratio decreased for 9 months after RCT-TMZ, while MRI contrast enhancement volumes decreased for 3 months, and then increased for up to 9 months. This illustrated a discrepancy in longitudinal changes between [11C]MET-PET and contrast-enhanced MRI.
Assessing Response to Adjuvant TMZ
Galldiks et al., 2010 GBM (2) Static [11C]MET
Case Series
Variable, based on radiological changes and concern for recurrence Treatment Response Uptake ratio
Threshold: 1.3
Utilized [11C]MET-PET to monitoradjuvantTMZ-treatment response and detected recurrence earlier than MRI or clinical symptoms.
- Patient 1 underwent [11C]MET-PET imaging before beginning adjuvant TMZ (after second resection), during adjuvant TMZ, 6 months after adjuvant TMZ discontinuation, and during the 20th cycle of adjuvant TMZ.
- Patient 2 underwent [11C]MET-PET imaging after resection and RCT-TMZ, during adjuvant TMZ, 7 months after TMZ dose reduction, and 3 months after TMZ dose escalation (in response to suspected recurrence on [11C]MET-PET).
Hirono et al., 2019 GBM (44) Static [11C]MET
Retrospective
After extended (12 or more cycles) adjuvant TMZ Recurrence
PFS
Tmax/Nave
Threshold: 2.0
Tumor recurrence rate increased in a stepwise manner according to [11C]MET uptake as GBM patients with high uptake showed more frequent tumor progression than those with low uptake. Compared to MRI, [11C]MET-PET demonstrated improved ability to monitor and predict tumor progression.
- A TBRmax threshold of 2.0 demonstrated 77.8% sensitivity and 80.8% specificity for predicting tumor progression within one year.
- Subgroups with high uptake, even with continuation of TMZ, showed more frequent tumor progression than patients with low uptake.
- Low MET uptake was associated with a 93% lower risk for recurrence within one year after PET.
Werner et al., 2019* HGG (48) Static and
Dynamic [18F]FET
Retrospective
Mean time between progression on MRI and [18F]FET-PET: 16 ±15 days
Mean time from last treatment to suspected progression: 30±38 weeks
Progression
Treatment Response
OS
TBRmean
TBRmax
Threshold: 1.6
Slope of TAC
TTP
Static and dynamic [18F]FET-PET parameters may be useful in differentiating progression from pseudoprogression after suspected progression on MRI.
- Static parameters TBRmax or TBRmean < 1.95 were most accurate (83%) in diagnosing tumor progression alone(sensitivity, 100%; specificity, 79%).
-  TBRmax or TBRmean < 1.95 also significantly differentiated OS in patients, with those below the 1.95 cutoff demonstrating greater OS.
-  The most accurate model (93%) for diagnosing tumor progression involved the static parameters TBRmax or TBRmean < 1.95 and the dynamic parameter slope of TAC > 0.32 SUV/h (sensitivity, 78%; specificity 97%).
-  The DWI parameter ADC demonstrated an accuracy of 69% (sensitivity, 60%; specificity,71%) but did increase the accuracy of the static parameter model to 89%(sensitivity, 67%; specificity, 94%).
Ceccon et al., 2021 HGG (41, 90% of which had GBM) Static [18F]FET
Prospective
T0: after completion of RCT-TMZ, within 7 days before initiating adjuvant TMZ
T1: after two cycles of adjuvant TMZ
PFS
OS
MGMT promoter methylation
TBRmean
TBRmax
Change in TBR
Tvol
Threshold: 1.6
Changes in [18F]FET-PET parameters appear to be effective for identifying responders to adjuvant TMZ early during treatment in patients with newly diagnosed malignant glioma.
- After two cycles of adjuvant TMZ, a reduction in [18F]FET Tvol and TBRmax predicted a significantly longer OS and PFS, independent of MGMT promoter methylation status and other prognostic factors such as age, whereas responders identified byRANO criteria using contrast-enhancedMRI did not correlate with clinical outcome.
- At baseline before initiating adjuvant TMZ, absolute Tvol of ≤ 28.2 mL or a TBRmax ≤ 2.0 predicted a near doubled PFS; absolute baseline Tvol of ≤ 13.8 mL also predicted a significantly longer OS.
Assessing Response to TMZ Chemotherapy
Galldiks et al., 2006 HGG (14)
LGG (1)
Static [11C]MET
Prospective
T0: pretreatment
T1: after 3rd cycle (n = 15)
T2: after 6th cycle (n = 12)
OS
Time to progression
TBRmax (uptake index)
Change in TBRmax
Threshold: 1.5
Changes in [11C]MET uptake correlated significantly to long-term outcome, suggesting that [11C]MET-PET is capable of monitoring metabolically active tumor when contrast enhancement is absent.
- Patients with an uptake index that declined had significantly longer time to progression than patients with an uptake index that increased.
- Contrast enhancement was not significantly correlated to [11C]MET uptake, supporting the ability of [11C]MET to detect tumor progression earlier than MRI.
Wyss et al., 2009 LGG (11) Static [18F]FET
Prospective
At 6-month intervals after 6 cycles of chemotherapy PFS
Time to maximal volume reduction
T:CBL ratio
Threshold: 1.1
[18F]FET-PET may be useful for monitoring TMZ-treatment response in patients with LGG.
- Time to maximal volume reduction was seen on [18F]FET-PET earlier (8.0 ± 4.4 months) than on MRI (15.0 ± 3.0 months).
- Patients who demonstrated response on both [18F]FET-PET and MRI had the longest PFS.
Roelcke et al., 2016 LGG (33) Static [18F]FET and [11C]MET
Retrospective
T0: 1 month pretreatment
T1: between 2–6 months thereafter
Response
Seizure Control
PFS
OS
Mean T:CBL ratio
Peak uptake ratio
Tvol
Threshold: 1.1
Seizure control was correlated with reduction of metabolically active tumor volumes on [18F]FET and [11C]MET-PET, following TMZ in LGG.
- Seizure control was not correlated with changes in uptake ratios or T2-weighted MRI volume.
- Decrease in active tumor volume by at least 80.5% significantly predicted PFS of 60 months or more.
Suchorska et al., 2018* HGG-Grade III (17)
LGG-Grade II (44)
Static and
Dynamic [18F]FET
Retrospective
T0: pretreatment
T1: 6 months following initiation
Response
Seizure Control
PCS
TTF
TBRmax
TBRmean
BTV
Threshold: 1.8
TAC patterns
Patients with grade II and III glioma and no enhancement on MRI may benefit from [18F]FET-PET to monitor response to TMZ.
- Patients who showed response to TMZ on [18F]FET-PET had significantly longer TTF and PCS than patients with stable or progressive disease.
- Volume changes on MRI did not differ significantly between patients with responsive, stable, or progressive disease.
Diagnosing Pseudoprogression
Niyazi et al., 2012 GBM (79) Static [18F]FET
Retrospective
Four to six weeks following completion of RCT-TMZ and then every 3 months afterwards OS
PFS
MGMT promoter methylation
SUVmax/BG
Recurrence pattern
Threshold: 1.8
Patients with an ex-field or marginal recurrence on [18F]FET had significantly longer PFS compared to patients with an in-fieldrecurrence.
- Recurrence pattern categorized as follows:
 1. In-Field = 80% recurrence in field of RT
 2. Marginal = 20-80% recurrence in field
 3. Ex-Field = < 20% recurrence outside the field
- Patients with MGMT promoter methylation had significantly longer 1- and 2-year OS (93.1% and 78.1%) than patients without (64.9% and 7.3%).
- Patients with MGMT promoter methylation had significantly longer median PFS (642 days) than patients without (231 days).
- Patients with recurrence and MGMT promoter methylation were more likely to demonstrate an ex-field recurrence pattern (6/17, 35.3%) than patients with recurrence and no MGMT promoter methylation (2/18, 11.1%).
Galldiks et al., 2015 GBM (22) Static and
Dynamic [18F]FET
Retrospective
Within 12 weeks of completing RCT-TMZ
Median time between progression on MRI and [18F]FET-PET:7 days
Median time between last treatment and suspected recurrence: 7 weeks
PsP
Progression
OS
MGMT promoter methylation
TBRmax
TBRmean
Threshold: 1.6
TTP
TAC
Patients with PsP had significantly lower TBRmax and TBRmean on [18F]FET-PETand longer TTPcompared to patients with early progression.
- ROC analysis demonstrated that a TBRmax < 2.3 significantly differentiated PsP from early progression, with an accuracy of 96%.
- Patients with PsP were significantly more likely to demonstrate positive MGMT promoter methylation status (6/11, 54.5%), compared to those with early progression (2/11, 18.2%).
- Patients with early progression were most likely to demonstrate a TAC pattern of II or III, and no patients with PsP demonstrated a type III TAC pattern.
Kebir et al., 2016* GBM (22) Static and
Dynamic [18F]FET
Retrospective
More than 12 weeks after completion of RCT-TMZ Late PsP
Progression
PFS
OS
MGMT promoter methylation
TBRmax
TBRmean
Threshold: 1.6
TTP
TAC
Patients with late PsP had significantly lower TBRmax and TBRmean on [18F]FET-PET and longer TTP compared to patients with true progression, indicating [18F]FET-PET may be useful in diagnosing late PsP.
- ROC analysis demonstrated that a TBRmax < 1.9 differentiated late PsP from true progression, with an accuracy of 85%.
-  The majority of patients with late PsP (6/7, 86%) had MGMT methylation, which was in line with previous studies on methylation status in PsP.
- No patients with late PsP demonstrated a TAC pattern of II or III.
Werner et al. 2021* GBM (23) Static and
Dynamic [18F]FET
Retrospective
Less than 26 days following discovery of suspicious MRI lesion during TMZ-lomustine treatment PsP
Progression
MGMT promoter methylation (all patients had positive methylation)
TBRmax
TBRmean
Threshold: 1.6
TTP
Slope of TAC
In 23 patients with newly diagnosed GBM (all with methylated MGMT promoter) treated with TMZ-lomustine RCT, combined static and dynamic [18F]FET-PET appeared to be an accurate diagnostic tool in identifying PsP that was inconclusive on contrast-enhanced MRI.
- In 11 out of 23 patients, PsP was diagnosed within 5–25 weeks after completion of TMZ-lomustine RCT. The rest 12 patients had confirmed tumor progression.
- TBRmean (1.9 ± 0.2 vs. 2.1 ± 0.2) and TBRmax (2.8 ± 0.6 vs. 3.2 ± 0.5) were significantly lower in PsP compared to true progression. Dynamic TTP was significantly higher in PsP than true progression (36.6 ± 8.3 vs. 24.8 ± 9.4 minutes). Slope of TAC did not reach statistical significance.
-  The optimal TBRmean cutoff value for diagnosing PsP was 1.95 with an 87% accuracy. The optimal TTP cutoff was 35 minutes with a 74% accuracy. Furthermore, the combination of TBRmean and TTP yielded a specificity and positive predictive value of 100% in diagnosing PsP.
- Conventional MRI following RANO criteria did not effectively diagnose PsP (accuracy, 58%).

*Indicates some patients in the study were also treated with lomustine and/or procarbazine.

Abbreviations: AA, Anaplastic Astrocytoma; ADC, apparent diffusion coefficients; AUC, area under the curve; BG, Background; BTV, biological tumor volume; [11C]MET, [11C]methyl-L-methionine; DFS, disease-free survival; DWI, Diffusion Weighted Imaging; [18F]FDG, 2-deoxy-2-[18F]fluoro-D-glucose; [18F]FET, O-(2-[18F]fluoroethyl)-L-tyrosine; HGG, high-grade glioma; LBRmax, lesion to brain ratio; LGG, low-grade glioma; L/N ratio, lesion to normal [brain] ratio; MGMT, O-6-methylguanine-DNA methyltransferase; NA, not applicable; OS, overall survival; PCS, Postchemotherapy survival; PFS, progression-free survival; PsP, Pseudoprogression; ROC, receiver operating characteristic; SoD, sum of difference; SUV, standardized uptake value; TAC, time-activity curve; TBR, tumor-to-background ratio; T:CBL ratio, active tumor uptake to mean cerebellum uptake ratio; TMZ, temozolomide; tOS, total OS; TTF, time-to-treatment failure; TTP, time to peak; Tvol, metabolically active tumor volume; T0, time of baseline imaging; T1, time of first post-treatment imaging; T2, time of second post-treatment imaging; T3, time of third post-treatment imaging.