Methods: A total of 65 patients with malignant pleural mesothelioma (34 males, 31 females; median age: 60 years; range, 39 to 84 years) who underwent whole-body 18F-fluorodeoxyglucose positron emission tomography/computed tomography for staging before treatment between March 2008 and January 2018 were included. Relationships between clinicopathological factors and 18F-fluorodeoxyglucose positron emission tomography/computed tomography parameters and overall survival were evaluated using a log-rank test and Cox regression analysis.
Results: The median follow-up was 13 (range, 4 to 55) months. The Kaplan-Meier analysis revealed a mean survival time of 17±2.6 months. The cumulative two- and five-year survival rates were 34.8% and 7.8%, respectively. Univariate analysis showed that ≥60 age, left hemithorax involvement, a maximum standardized uptake value of ≥9.8, c-T4 status, c-M1 status, and non-surgery were negatively associated with overall survival (p<0.05). Multivariate analysis showed that ≥60 age, left hemithorax involvement, a maximum standardized uptake value of ≥9.8, c-M1 status, and a total lesion glycolysis of ≥180.2 g were negatively associated with overall survival (p<0.05).
Conclusion: Metabolic parameters of 18F-fluorodeoxyglucose positron emission tomography/computed tomography have the potential to provide prognostic information for malignant pleural mesothelioma patients who are receiving surgery and/or chemotherapy.
The 18F-fluorodeoxyglucose (FDG) positron emission tomography (PET)/computed tomography (CT) has been utilized to staging of many types of solid tumors.[12-14] Behind standardized uptake value (SUV), prognostic importance of metabolic volumetric parameters such as metabolic tumor volume (MTV) and total lesion glycolysis (TLG) have been described for different tumors.[14-16] In this study, we aimed to evaluate the prognostic value of metabolic 18F-FDG PET/CT parameters in MPM patients.
The operability was evaluated either clinically or videothoracoscopically based on performance status, pulmonary function, and staging. Echocardiography or cardiac MRI were performed, when necessary. The patients diagnosed as having MPM throughout the study period were followed until death, loss to follow-up, or January 2020. Follow-up was performed based on medical records or consulting the treating physician and occasionally the patients" self-reports.
Radical surgery, including extra-pleural pneumonectomy (EPP) and pleurectomy/decortication (P/D), was performed in patients with resectable Stage I-III MPM who could tolerate aggressive surgery. In the patients who were not candidates for surgical resection, chemotherapy was typically administered with pemetrexed and cisplatin. Palliative radiotherapy was administered, when indicated. Tumor staging was done according to the eighth edition of Tumor, Node, Metastasis (TNM) system of the International Mesothelioma Interest Group.[17]
18F-FDG PET/CT
The 18F-FDG PET/CT images were acquired
with a GE Discovery PET/CT 710 series scanner (General Electric, Milwaukee, WI, USA). The patient
fasted at least 6 h before imaging and blood glucose
levels were checked. Those with a blood glucose above
150 mg/dL did not undergo scanning. Oral contrast
was given to all patients. Images from the vertex to
the proximal femur obtained, while the patient was in
the supine position. The whole-body 18F-FDG PET/CT
imaging was performed approximately 1 h after an
intravenous injection of 296 to 370 MBq 18F-FDG.
During the waiting period, the patient rested in a quiet
room without taking muscle relaxants. The PET images
were acquired for two min per bed position. The emission PET images were reconstructed with non-contrastenhanced
CT images. The CT images were also
obtained from the patient"s integrated 18F-FDG PET/CT
with the use of a standardized protocol of 120 kV,
70 mA, tube rotation time of 0.5 sec per rotation,
a pitch of 1.375, and a slice thickness of 3.3 mm.
The patient was allowed to breathe normally during
the procedure. Attenuation-corrected PET/CT fusion
images were reviewed in three planes (transaxial,
coronal and sagittal) on Advanced Workstation Volume
Share 5 (GE Medical Systems Waukesha, WI, USA).
The 18F-FDG PET/CT images were evaluated and confirmed visually and semi-quantitatively with SUV
by consensus of two experienced nuclear medicine
specialists. The MTV (cm3) was measured using an
automatic isocontour threshold method, which is based
on a value greater than 40% of SUVmax of the primary
tumor. The TLG (g) was calculated by multiplying the
SUVmean by MTV.
Statistical analysis
Statistical analysis was performed using the SPSS
version 23.0 software (IBM Corp., Armonk, NY,
USA). Descriptive data were expressed in mean
± standard deviation (SD), median (min-max) or
number and frequency. The relationship between sex,
age, white blood cell (WBC) count, platelet count,
histopathological subtype of tumor, localization of the
tumor (right hemithorax involvement/left hemithorax
involvement), clinical TNM status, type of treatment,
SUVmax o f p leural s urface, M TV, T LG, a nd o verall
survival (OS) was analyzed. During statistical analysis,
the patients were divided into subgroups according
to below and above of the median values for age,
WBC count, platelet count, SUVmax, MTV, and TLG
(Table 1). The median survival was calculated using the
Kaplan-Meier method and the results were compared
using the log-rank test. To identify the independent
risk factors affecting the OS, we used multivariate Cox
regression analysis following univariate analysis. A p value of <0.05 was considered statistically significant
with 95% confidence interval (CI).
The primary lesion was located in the right and left hemithorax in 40 (61.5%) and 25 patients (38.5%), respectively. Descriptive data and 18F-FDG PET/CT findings are summarized in Table 2.
Table 2: Demographic and clinical characteristics of patients with MPM
A total of 55 patients (85%) died from MPM. The Kaplan-Meier analysis revealed an mean survival time of 17±2.624 (range, 2 to 64) months. The cumulative two- and five-year survival rates were 34.8% and 7.8%, respectively. The overall five-year survival rate and median survival time are shown in Figure 1 and Table 3. There were no statistically significant differences in the OS between the other groups (Table 4).
Table 3: Kaplan-Meier survival analysis (statistically significant results are shown in the table)
Table 4: Kaplan Meier survival analysis with log-rank test
Univariate analysis identified that ?60 age (hazard ratio [HR] 2.5, 95% CI: 1.4-4.4), left hemithorax involvement (HR 1.7, 95% CI: 1.1-3.1), SUVmax ?9.8 (HR 2.2, 95% CI: 0.9-6.2), c-T4 status (HR 3.5, 95% CI: 1.3-9.3), c-M1status (HR 6.03, 95% CI: 1.7-20.9), and non-surgery group (HR 0.4, 95% CI: 0.2-0.9) were negatively associated with OS.
Multivariate analysis identified that ≥60 age (HR 2.4, 95% CI: 1.4-4.5), left hemithorax involvement (HR 2.4, 95% CI: 1.3-4.4), SUVmax ≥9.8 (HR 1.8, 95% CI: 1.04-3.2), M1 status (HR 6.3, 95% CI: 1.6-24.07), and TLG ≥180.2 g (HR 1.9, 95% CI: 1.09-3.5) were negatively associated with OS (Table 5).
The mean age of patients with MPM is approximately 60 years; however, it may vary depending on genetic factors and environmental/industrial asbestos exposure. The male-to-female ratio is 4:1 with a predominance of right side over the left (60:40).[18,19] The best-known clinical prognostic scoring systems for MPM was developed by the European Organisation for Research and Treatment of Cancer (EORTC) and the Cancer and Leukemia Group B, and the use a combination of biological and clinical factors. Poor performance status, non-epithelioid histology, male sex, low hemoglobin, high platelet count, high WBC count, and high lactate dehydrogenase were found to be poor prognostic indicators in MPM, and subsequently validated.[20,21] In our study, we found the five-year OS rate to be 17.1% and 0% with a median OS time of 24 months and 13 months in <60 age and ?60 age, respectively (p=0.001). The five-year OS was 13.2% and 0% with a median OS time of 22 months and 14 months in right hemithorax involvement and left hemithorax involvement group, respectively (p=0.041). Univariate and multivariate analysis identified that ≥60 age and left hemithorax involvement were negatively associated with OS.
Rusch et al.[22] reported that T stage, N stage, and M stage significantly affected survival, with the exception of T1 and T2 and N1 and N2 in an international database analysis.[22] In our study, significant differences were found between c-T1 vs. T4, c-T2 vs. T4 and c-M0 vs. M1 in terms of five-year survivals. Univariate analysis identified that c-T4 status and c-M1 status were negatively associated with OS. Multivariate analysis revealed that M1 status was negatively associated with OS.
Multimodal treatment of MPM with surgery, radiotherapy, and neoadjuvant or adjuvant chemotherapy is the sole path to extended survival for selected patients with favorable prognostic factors. If MPM is in a resectable stage (Stage I-III), macroscopic complete resection via EPP or P/D is the basic concept for surgical approach.[17] The preoperative cardiorespiratory evaluation is necessary for the selection of EPP or P/D cases using the following measurements: pulmonary function test, diffusion capacity, pulmonary scan, complete cardiological study with a stress test for inducible myocardial ischemia, echocardiogram with Doppler, and pulmonary artery measurement.[22] In our study, we found the five-year OS to be 24.9% and 3% with a median OS time of 24 and 13 months in radical surgery group and non-surgery group, respectively (p=0.034). Univariate analysis revealed that non-surgery group was negatively associated with OS.
The 18F-FDG PET/CT is a non-invasive imaging modality which has the ability to visualize and quantify the glucose metabolism of malignancies including MPM. It can be utilized to distinguish malignant from benign pleural effusion and it has better diagnostic consistency than contrast-enhanced CT.[23] The reported SUVmax for malignant effusions in the literature ranges between 1.2 and 27.2.[9,24] These wide variations may be due to pleural thickness differences and histopathological subtypes evaluated. Despite its limitations, 18F-FDG PET/CT seems to be superior to other imaging methods in the diagnosis of MPM. Flores et al.[25] incorporated SUVmax into a prognostic model with stage and histology, suggesting that a SUVmax of >10 was associated with poor prognosis. Similarly, the SUVmax was an independent predictor of survival in two other patient series, with cut-off values of 10.7 and 5, respectively.[26,27] In contrast, Nowak et al.[28] reported that FDG-PET volumetric parameters significantly predicted survival, whereas the SUVmax did not. In our study, all patients with MPM showed detectable FDG uptake (median SUVmax =9.8). In particular, baseline total glycolytic volume was included in a nomogram of pre-treatment prognostic factors for MPM. Recently, Klabatsa et al.[29] confirmed TLG and histology as independent prognostic factors, whereas Hooper et al.[30] found baseline total glycolytic volume to be an independent predictor of worse OS in this disease.[31] Moreover, Kadota et a l.[32] reported that the baseline level of SUVmax could also identify the subgroup having a worse prognosis among patients with epithelial histologyy.
Hooper et al.[30] evaluated metabolic PET parameters in 21 MPM patients who received platinum/pemetrexed chemotherapy. They accepted metabolic response as 25% drop in the SUVmax, SUVmean, and TLG and reported no prognostic effect of metabolic response after chemotherapy. However, the authors reported that baseline SUVmax a nd SUVmean were found to predict for OS. Finally, they concluded that baseline SUVmax > 15 and SUVmean > 5 were indicators of poor prognosis. Similarly, Lee et al.[33] evaluated pre-treatment PET parameters in 13 MPM patients. They found a significant difference in MTV between subgroups with and without tumor progression. In their multivariate analysis adjusted for treatment modality showed that MTV and TLG were independent factors associated with tumor progression. In the current study, we additionally attempted to describe pre-treatment prognostic factors in our specific epidemic MPM patient group. In the same geographic region, Ozmen et al.[9] reported the results of 51 patients. The authors did not mention the epidemic nature of their sample, but found pleural thickening greater than 13 mm, SUVmax higher than 8.6, and MTV greater than 112 cm3 were associated with poor survival. In our study, we found the five-year OS to be 12.7% and 3.7% with a median OS time of 29 months and 10 months in the patient groups with a SUVmax of < 9.8 cm3 and SUVmax of ≥9.8 cm3, respectively (p=0.002). On univariate and multivariate analyses revealed that a SUVmax of ≥9.8 and a SUVmax of ≥ 9.8 and T LG ≥180.2 g to be negatively associated with OS, respectively.
The initial experience for recently developed integrated PET/MRI systems for MPM was reported from Germany.[10] The evaluation of SUVmean on 18F-FDG PET/CT and apparent diffusion coefficient (ADC) on PET/MRI showed that there was an inverse correlation between the SUVmean and ADCmin. As a novel diagnostic tool, future perspectives of PET/MRI in MPM patients should be well-defined, as well as other tumors.
The limitation of present study; this study was retrospectively performed with patients enrolled from a single center. Therefore, further studies with multi-center and long-term follow-up are necessary to validate the results of the study.
In conclusion, our study results show that the maximum standardized uptake value, a metabolic positron emission tomography-derived parameter, has a significant prognostic value in patients with malignant pleural mesothelioma. Total lesion glycolysis also appears to be an independent prognostic indicator. Metabolic parameters of 18F-fluorodeoxyglucose positron emission tomography/computed tomography have the potential to provide prognostic information for malignant pleural mesothelioma patients who are receiving surgery and/or chemotherapy. Despite the limited number of studies and sample sizes, metabolic positron emission tomography parameters seem to have a prognostic value in malignant pleural mesothelioma. Further large-scale, prospective studies are needed to confirm these findings.
Declaration of conflicting interests
The authors declared no conflicts of interest with respect to
the authorship and/or publication of this article.
Funding
The authors received no financial support for the research
and/or authorship of this article.
1) Robinson BW, Lake RA. Advances in malignant
mesothelioma. N Engl J Med 2005;353:1591-603.
2) Baris YI, Saracci R, Simonato L, Skidmore JW, Artvinli M.
Malignant mesothelioma and radiological chest abnormalities
in two villages in Central Turkey. An epidemiological and
environmental investigation. Lancet 1981;1:984-7.
3) Baris I, Simonato L, Artvinli M, Pooley F, Saracci R,
Skidmore J, et al. Epidemiological and environmental
evidence of the health effects of exposure to erionite fibres:
a four-year study in the Cappadocian region of Turkey. Int J
Cancer 1987;39:10-7.
4) Metintas M, Hillerdal G, Metintas S, Dumortier P. Endemic
malignant mesothelioma: exposure to erionite is more
important than genetic factors. Arch Environ Occup Health
2010;65:86-93.
5) Vogelzang NJ, Rusthoven JJ, Symanowski J, Denham C,
Kaukel E, Ruffie P, et al. Phase III study of pemetrexed
in combination with cisplatin versus cisplatin alone in
patients with malignant pleural mesothelioma. J Clin Oncol
2003;21:2636-44.
6) Sugarbaker DJ, Heher EC, Lee TH, Couper G, Mentzer
S, Corson JM, et al. Extrapleural pneumonectomy,
chemotherapy, and radiotherapy in the treatment of diffuse
malignant pleural mesothelioma. J Thorac Cardiovasc Surg
1991;102:10-4.
7) Pass HI, Giroux D, Kennedy C, Ruffini E, Cangir AK, Rice
D, et al. Supplementary prognostic variables for pleural
mesothelioma: a report from the IASLC staging committee.
J Thorac Oncol 2014;9:856-64.
8) Tsim S, Kelly C, Alexander L, McCormick C, Thomson F,
Woodward R, et al. Diagnostic and Prognostic Biomarkers in
the Rational Assessment of Mesothelioma (DIAPHRAGM)
study: protocol of a prospective, multicentre, observational
study. BMJ Open 2016;6:e013324.
9) Ozmen O, Koyuncu A, Koksal D, Tatci E, Alagoz E,
Demirag F, et al. The potential value of volume-based
quantitative PET parameters and increased bone marrow
uptake for the prediction of survival in patients with
malignant pleural mesothelioma. Nucl Med Commun
2016;37:43-9.
10) Schaarschmidt BM, Sawicki LM, Gomez B, Grueneisen J,
Hoiczyk M, Heusch P, et al. Malignant pleural mesothelioma:
initial experience in integrated (18)F-FDG PET/MR imaging.
Clin Imaging 2016;40:956-60.
11) Rusch VW, Gill R, Mitchell A, Naidich D, Rice DC, Pass
HI, et al. A multicenter study of volumetric computed
tomography for staging malignant pleural mesothelioma.
Ann Thorac Surg 2016;102:1059-66.
12) Gallamini A, Zwarthoed C, Borra A. Positron emission
tomography (PET) in oncology. Cancers (Basel) 2014;6:1821-89.
13) Rockall AG, Cross S, Flanagan S, Moore E, Avril N. The role
of FDG-PET/CT in gynaecological cancers. Cancer Imaging
2012;12:49-65.
14) Zhu A, Lee D, Shim H. Metabolic positron emission
tomography imaging in cancer detection and therapy
response. Semin Oncol 2011;38:55-69.
15) Yamamoto M, Tsujikawa T, Fujita Y, Chino Y, Kurokawa T,
Kiyono Y, et al. Metabolic tumor burden predicts prognosis
of ovarian cancer patients who receive platinum-based
adjuvant chemotherapy. Cancer Sci 2016;107:478-85.
16) Obara P, Pu Y. Prognostic value of metabolic tumor burden
in lung cancer. Chin J Cancer Res 2013;25:615-22.
17) Berzenji L, Van Schil PE, Carp L. The eighth TNM
classification for malignant pleural mesothelioma. Transl
Lung Cancer Res 2018;7:543-9.
18) Weder W, Opitz I. Multimodality therapy for malignant
pleural mesothelioma. Ann Cardiothorac Surg 2012;1:502-7.
19) Connelly RR, Spirtas R, Myers MH, Percy CL, Fraumeni
JF Jr. Demographic patterns for mesothelioma in the United
States. J Natl Cancer Inst 1987;78:1053-60.
20) Fennell DA, Parmar A, Shamash J, Evans MT, Sheaff MT,
Sylvester R, et al. Statistical validation of the EORTC
prognostic model for malignant pleural mesothelioma based on three consecutive phase II trials. J Clin Oncol
2005;23:184-9.
21) Edwards JG, Abrams KR, Leverment JN, Spyt TJ, Waller DA,
O'Byrne KJ. Prognostic factors for malignant mesothelioma
in 142 patients: validation of CALGB and EORTC prognostic
scoring systems. Thorax 2000;55:731-5.
22) Rusch VW, Giroux D, Kennedy C, Ruffini E, Cangir AK,
Rice D, et al. Initial analysis of the international association
for the study of lung cancer mesothelioma database. J Thorac
Oncol 2012;7:1631-9.
23) Sugarbaker DJ, Wolf AS. Surgery for malignant pleural
mesothelioma. Expert Rev Respir Med 2010;4:363-72.
24) Sun Y, Yu H, Ma J, Lu P. The Role of 18F-FDG PET/CT
integrated imaging in distinguishing malignant from benign
pleural effusion. PLoS One 2016;11:e0161764.
25) Flores RM, Akhurst T, Gonen M, Zakowski M, Dycoco J,
Larson SM, et al. Positron emission tomography predicts
survival in malignant pleural mesothelioma. J Thorac
Cardiovasc Surg 2006;132:763-8.
26) Gerbaudo VH, Mamede M, Trotman-Dickenson B, Hatabu
H, Sugarbaker DJ. FDG PET/CT patterns of treatment failure
of malignant pleural mesothelioma: relationship to histologic
type, treatment algorithm, and survival. Eur J Nucl Med Mol
Imaging 2011;38:810-21.
27) Abakay A, Komek H, Abakay O, Palanci Y, Ekici F,
Tekbas G, et al. Relationship between 18 FDG PET-CT
findings and the survival of 177 patients with malignant
pleural mesothelioma. Eur Rev Med Pharmacol Sci
2013;17:1233-41.
28) Nowak AK, Francis RJ, Phillips MJ, Millward MJ, van der
Schaaf AA, Boucek J, et al. A novel prognostic model for
malignant mesothelioma incorporating quantitative FDGPET
imaging with clinical parameters. Clin Cancer Res
2010;16:2409-17.
29) Klabatsa A, Chicklore S, Barrington SF, Goh V, Lang-
Lazdunski L, Cook GJ. The association of 18F-FDG PET/CT
parameters with survival in malignant pleural mesothelioma.
Eur J Nucl Med Mol Imaging 2014;41:276-82.
30) Hooper CE, Lyburn ID, Searle J, Darby M, Hall T, Hall D, et
al. The South West Area Mesothelioma and Pemetrexed trial:
a multicentre prospective observational study evaluating
novel markers of chemotherapy response and prognostication.
Br J Cancer 2015;112:1175-82.
31) Zucali PA, Lopci E, Ceresoli GL, Giordano L, Perrino
M, Ciocia G, et al. Prognostic and predictive role of
[18 F]fluorodeoxyglucose positron emission tomography
(FDG-PET) in patients with unresectable malignant pleural
mesothelioma (MPM) treated with up-front pemetrexedbased
chemotherapy. Cancer Med 2017;6:2287-96.