FDG-PET/CT Metabolic Tumor Volume: A New Prognostic Marker in Hodgkin Lymphoma?

Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 3632-3632
Author(s):  
Marine Boulesteix ◽  
Mohamed Touati ◽  
Julie Abraham ◽  
Sandrine Verbeke ◽  
Assmae El Badaoui ◽  
...  

Abstract Abstract 3632 Introduction: Although Hodgkin Lymphoma (HL) is highly curable, about 15% of patients (pts) are refractory or relapsed after first line treatment. Classic prognostic scores (e.g. IPS) are useful for identifying high risk pts, who need intensive treatment, and low risk pts, who beneficiate de-escalation to minimize side effects. However, they are not enough suitable to predict outcomes. Consequently, finding new complementary tools for detecting refractory or relapsing pts, remains a challenge. Fluorodeoxyglucose (FDG)-PET/CT involvement in initial staging has been widely studied. Although clinical or CT tumor volume is an important prognostic factor, metabolic tumor volume (MTV) is not enough explored. We performed a study to 1) determine whether MTV and maximum standardized uptake value (SUV) max could be new prognostic markers and 2) compare metabolic tissue heterogeneity with CD68 expression, a promising new prognostic factor linked with inflammatory microenvironment. Patients and methods: Among 456 histologically proven HL pts registered in the Regional Lymphoma database of Limousin (SRRLL, France) since 1990's, 158 have an available sample for CD68 staining. Among the 106 pts who have undergone FDG-PET, 43 pts have available quantitative initial and early response (post-C2) SUV FDG-PET/CT data. The median follow-up was 21 months (6–72.5). Pts were classified following Ann Arbor stages I: 4 pts, II: 17 pts, III: 9 pts, IV: 13 pts. FDG-PET/CT exams were performed with a biograph6 Siemens® device and analyzed with Siemens MI® application. MTV was computed for all pts with a 2D delineation technique and using a thresholding method. The threshold (T) corresponds to mean liver SUV (+3 sd) calculated into 50 cm3 of normal liver. All the tumor voxels (3D pixels) equal or greater than the T belong to MTV. MTV per pathological area (MTVa) was also analyzed. Pts with spleen lesions have an increased volume compared to the others. To minimize spleen's impact, MTV was calculated without spleen (MTVws). Quantitative FDG uptake is routinely measured by SUVmax. The mean SUVmax was also worked out into 1 cm3 around the tumor SUVmax. ROC curves were plotted for continuous variables such as age, erythrocyte sedimentation rate (ESR), MTV, SUVmax and mean SUVmax. CD68, tumor associated macrophage expression, was tested with a 25% threshold for positivity. Significant factors allowed dividing pts into favorable and unfavorable groups. Event free survival (EFS) studies were carried out for all binary variables using COX model. A univariate regression analysis was performed. Variables with a p<0.20 were included in multivariate analysis. Results: Median age and sex ratio (n=43) were respectively 29 y-o (16–77) and 0.87. ROC and univariate analysis showed that MTV, MTVa and MTVws were significant predictors for absence of complete remission (CR) at post-C2 and EFS. Cut-off values for prognosis (Cp) were 310 cm3 for MTV or MTVws and 53 cm3 for MTVa (p<0.001). Cut-off values for post-C2 were 244 cm3 for MTV or MTVws and 62 cm3 for MTVa (p<0.007). For pts with a large tumor volume (MTV, MTVws or MTVa > Cp), 1 and 2 years EFS were shorter (figure1). Two years EFS for MTV, MTVa and MTVws are respectively: 40%, 50% and 21% for large tumor volume and 87%, 86% and 89% for small tumor volume (p= 0.004, p=0.01 and p=0.0003). The mean SUVmax and heterogeneity were significant in univariate analysis (p=0.01 and p=0.04) but not in ROC analysis. Heterogeneity level was not correlated with CD68 expression. Each new parameter was compared, in multivariate analysis, to ESR, stages, B symptoms, bulky, age. MTV was an independent factor for predicting outcomes and post-C2 results (p<0.01) and better than mean SUV max. Similar results were found for MTVa and MTVws (p<0.02 and p<0.01). Discussion: In spite of limited number of pts and short follow-up, prognostic value of MTV is very significant. Those data are in accordance with the few results previously reported (Hutchings et al. Int J Radiat Oncol Biol Phys, 2005). Song et al. (Cancer Science, 2012) also highlighted that MTV was better predictor than SUVmax in DLBCL. Conclusion: Large MTV seems to be a potential predictive marker for adverse post-C2 results and EFS. These data need further studies to confirm, in larger cohort, these first promising results to establish a better initial risk stratification of pts, leading to optimal adaptive therapy strategy. Disclosures: No relevant conflicts of interest to declare.

2013 ◽  
Vol 31 (15_suppl) ◽  
pp. 7579-7579
Author(s):  
Ling Li ◽  
Feng-Ming (Spring) Kong ◽  
Nan Bi ◽  
Jingbo Wang ◽  
Pawinee Mahasittiwat ◽  
...  

7579 Background: SUVmaxat baseline FDG-PET has been reported as a significant prognostic factor while recent studies suggest that metabolic tumor volume (MTV) may be more important factor in patients with NSCLC. We hypothesized that TLG is a better prognostic factor than either SUVmax or MTV alone for overall survival (OS) and progression free survival (PFS) in NSCLC because it integrates both volumetric and biologic activity. Methods: The study population included a prospectively recruited cohort of stage I-III NSCLC patients treated with chemoradiation. FDG PET/CT scans were performed within 2 weeks from treatment start. The SUV in the tumor was normalized to that of the background level in the middle of ascending aorta to minimize the confounding effect from inter-scan variation in SUV measurement. MTV was delineated by auto-threshold at 1.5 times background level in the aorta followed by knowledge based manual editing. Mean and maximum SUV normalized to the background level were computed. TLG was calculated as the product of lesion SUVmean and MTV. Results: A total of 96 patients with minimum follow-up of 1 year were eligible. The median follow-up among survivors was 30 months. Univariate analysis demonstrated that MTV and TLG were significant factors for both OS and PFS (all P<0.05). There was a significant correlation between SUVmean and PFS (P=0.013), but there was no significant association between SUVmean and OS. SUVmax was not a significant factor for either OS or PFS (all P>0.05). Under multivariate Cox regression analysis, MTV (HR= 2.62, P= 0.003) and NSUVmean (HR=0.351, P=0.003) were significantly associated with PFS; but only TLG was significantly associated with OS (HR=2.14, P=0.006)adjusted by of TNM stage and other clinical factors. Conclusions: These results support our hypothesis that metabolic tumor volume and biologic average glucose metabolic activity of this volume are more important prognostic factors for overall prognosis than SUVmax in NSCLC patients treated with chemoradiation. Should this be validated by independent studies, future clinical trial should take this into consideration for individualized care.


2021 ◽  
Vol 28 (3) ◽  
pp. 1630-1640
Author(s):  
Sim Vermeulen ◽  
Gil Awada ◽  
Marleen Keyaerts ◽  
Bart Neyns ◽  
Hendrik Everaert

PD-1 Immune checkpoint inhibitors, such as Pembrolizumab, can have a durable beneficial therapeutic effect in patients with advanced melanoma. However, not all patients will benefit equally from these therapies, and (potentially life-threatening) immune-related adverse events may occur. In this study, we investigate the value of early response assessment by FDG-PET/CT as a biomarker for predicting survival. We identified all patients with advanced melanoma who were treated with Pembrolizumab in our medical center and underwent a baseline and at least one follow-up FDG-PET/CT. The total metabolic tumor volume (TMTV) was calculated, and the evolution was compared to survival parameters. A total of 77 patients underwent a baseline and at least one follow-up FDG-PET/CT, 36 patients had follow-up imaging within 2–4 months, and 21 patients an FDG-PET/CT 5–6 months after baseline. When the TMTV evolution was categorized into two subgroups (stable/decrease versus increase), an association was found between stability or decrease in TMTV and better PFS and OS. A similar trend, however non-significant, was observed at 5–6 months. The evolution in TMTV as assessed by FDG-PET/CT 2–4 months after treatment initiation is associated with long-term outcomes in patients with advanced melanoma treated with Pembrolizumab.


2021 ◽  
Vol 39 (15_suppl) ◽  
pp. e20558-e20558
Author(s):  
Marcus Unterrainer ◽  
Julian Taugner ◽  
Lukas Käsmann ◽  
Chukwuka Eze ◽  
Wolfgang G. Kunz ◽  
...  

e20558 Background: PET-derived metabolic-tumor-volume (MTV) has shown to be an independent prognosticator in non-small cell lung cancer (NSCLC) patients treated with chemoradiotherapy (CRT). We analysed the prognostic value of residual MTV after completion of thoracic irradiation (TRT) in inoperable stage III NSCLC patients treated with CRT with and without immune check-point inhibition (ICI). Methods: Fifty-six inoperable stage III NSCLC patients (16 female, median age: 65 years) underwent 18F-FDG PET/CT at the same institution before and after completion of CRT. MTV was delineated on 18F-FDG PET/CT using a standard threshold (hepatic SUVmean + 2 x standard-deviation). Patients were divided in volumetric subgroups using median split dichotomization (residual MTV ≤4.0 ml & > 4.0 ml). Residual MTV, clinical features and ICI maintenance (RCT-IO; 21/56 (37.5%) patients) were correlated with clinical outcome (progression-free survival (PFS), local PFS (LPFS), metastasis-free survival (MFS), and overall survival (OS). Results: Median follow-up was 52.0 months. 52 (93%) patients were treated with CRT, 12 (21%) patients with CRT followed by durvalumab, and 9 (16%) patients treated with CRT plus nivolumab (concurrent and sequential). In the entire cohort, smaller residual MTV was associated with longer PFS (median 29.3 vs. 10.5 months, p = 0.015); PFS in patients treated with CRT and ICI was also significantly longer compared to the CRT-only subgroup (median 29.3 vs. 11.2 months, p = 0.010). However, residual MTV was predictive for longer PFS in CRT-only (median 33.5 vs. 8.6 months, p = 0.001), but not in the CRT-ICI patients (p = 0.909). Analogously, patients with smaller MTV had a longer LPFS (median 49.9 vs. 16.3 months, p = 0.002); CRT-ICI patients showed a significantly longer LPFS compared to CRT-only patients (median not reached vs. 16.9 months, p = 0.016). Residual MTV remained a significant prognosticator for LPFS in the CRT-only (median 49.9 vs. 10.1 months, p = 0.01), but not in CRT-ICI patients (p = 0.291). Again, smaller residual MTV remained a significant prognosticator for OS in the CRT-only subgroup (median 63.0 vs. 16.3 months, p = 0.004), but not in CRT-ICI patients (p = 0.720). Even in patients with larger residual MTV, the application of ICI significantly improved OS compared to CRT-only subgroup (median not reached vs. 22.9 months, p = 0.004). Conclusions: Smaller residual MTV is associated with superior clinical outcome in inoperable stage III NSCLC, especially in patients undergoing CRT-only. In contrast, in patients undergoing concurrent or sequential consolidation clinical outcome was independent of residual MTV. Hence, even patients with extensive residual MTV might significantly profit from ICI consolidation.


2019 ◽  
Vol 33 (12) ◽  
pp. 937-944 ◽  
Author(s):  
Sara Pellegrino ◽  
Rosa Fonti ◽  
Emanuela Mazziotti ◽  
Luisa Piccin ◽  
Eleonora Mozzillo ◽  
...  

2013 ◽  
Vol 130 (3) ◽  
pp. 446-451 ◽  
Author(s):  
Hyun Hoon Chung ◽  
Inki Lee ◽  
Hee Seung Kim ◽  
Jae Weon Kim ◽  
Noh-Hyun Park ◽  
...  

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