Skip to main content
Top
Published in: European Radiology 8/2015

01-08-2015 | Nuclear Medicine

Evaluation of several FDG PET parameters for prediction of soft tissue tumour grade at primary diagnosis and recurrence

Authors: Wolfgang P. Fendler, Rebecca P. Chalkidis, Harun Ilhan, Thomas Knösel, Ken Herrmann, Rolf D. Issels, Peter Bartenstein, Clemens C. Cyran, Lars H. Lindner, Marcus Hacker

Published in: European Radiology | Issue 8/2015

Login to get access

ABSTRACT

Objectives

This study evaluates the diagnostic accuracy of SUV-based parameters derived from [18 F]-2-fluoro-2-deoxy-D-glucose positron emission tomography (FDG-PET) in order to optimize non-invasive prediction of soft tissue tumour (STT) grade.

Methods

One hundred and twenty-nine lesions from 123 patients who underwent FDG-PET for primary staging (n = 79) or assessment of recurrence (n = 44) of STT were analyzed retrospectively. Histopathology was the reference standard for tumour grading. Absolute values and tumour-to-liver ratios of several standardized uptake value (SUV) parameters were correlated with tumour grading.

Results

At primary diagnosis SUVmax, SUVpeak, SUVmax/SUVliver and SUVpeak/SUVliver showed good correlation with tumour grade. SUVpeak (area under the receiver-operating-characteristic, AUC-ROC: 0.82) and SUVpeak/SUVliver (AUC-ROC: 0.82) separated best between low grade (WHO intermediate, grade 1 sarcoma, and low risk gastrointestinal stromal tumours, GISTs) and high grade (grade 2/3 sarcoma and intermediate/high risk GISTs) lesions: optimal threshold for SUVpeak/SUVliver was 2.4, which resulted in a sensitivity of 79 % and a specificity of 81 %. At disease recurrence, the AUC-ROC was <0.75 for each parameter.

Conclusions

A tumour SUVpeak of at least 2.4 fold mean liver uptake predicts high grade histopathology with good diagnostic accuracy at primary staging. At disease recurrence, FDG-PET does not reliably separate high and low grade lesions.

Key Points

Several SUV parameters accurately predict soft tissue sarcoma grade at primary diagnosis.
Tumour-to-liver ratios are of comparable value to absolute SUV parameters.
SUV peak /SUV liver >2.4 had 79 % sensitivity and 81 % specificity for high grade lesions.
At recurrence, FDG PET does not reliably indicate high grade sarcomas.
Appendix
Available only for authorised users
Literature
1.
go back to reference Myhre-Jensen O, Kaae S, Madsen EH, Sneppen O (1983) Histopathological grading in soft-tissue tumours. Relation to survival in 261 surgically treated patients. Acta Pathol Microbiol Immunol Scand A 91(2):145–150PubMed Myhre-Jensen O, Kaae S, Madsen EH, Sneppen O (1983) Histopathological grading in soft-tissue tumours. Relation to survival in 261 surgically treated patients. Acta Pathol Microbiol Immunol Scand A 91(2):145–150PubMed
2.
go back to reference Trojani M, Contesso G, Coindre JM et al (1984) Soft-tissue sarcomas of adults; study of pathological prognostic variables and definition of a histopathological grading system. Int J Cancer 33(1):37–42PubMedCrossRef Trojani M, Contesso G, Coindre JM et al (1984) Soft-tissue sarcomas of adults; study of pathological prognostic variables and definition of a histopathological grading system. Int J Cancer 33(1):37–42PubMedCrossRef
3.
go back to reference van Unnik JA, Coindre JM, Contesso C et al (1993) Grading of soft tissue sarcomas: experience of the EORTC Soft Tissue and Bone Sarcoma Group. Eur J Cancer 29A(15):2089–2093PubMedCrossRef van Unnik JA, Coindre JM, Contesso C et al (1993) Grading of soft tissue sarcomas: experience of the EORTC Soft Tissue and Bone Sarcoma Group. Eur J Cancer 29A(15):2089–2093PubMedCrossRef
4.
go back to reference Brown FM, Fletcher CD (2000) Problems in grading soft tissue sarcomas. Am J Clin Pathol 114(Suppl):S82–S89PubMed Brown FM, Fletcher CD (2000) Problems in grading soft tissue sarcomas. Am J Clin Pathol 114(Suppl):S82–S89PubMed
5.
go back to reference Domanski HA, Akerman M, Carlen B et al (2005) Core-needle biopsy performed by the cytopathologist: a technique to complement fine-needle aspiration of soft tissue and bone lesions. Cancer 105(4):229–239PubMedCrossRef Domanski HA, Akerman M, Carlen B et al (2005) Core-needle biopsy performed by the cytopathologist: a technique to complement fine-needle aspiration of soft tissue and bone lesions. Cancer 105(4):229–239PubMedCrossRef
6.
go back to reference Palmer HE, Mukunyadzi P, Culbreth W, Thomas JR (2001) Subgrouping and grading of soft-tissue sarcomas by fine-needle aspiration cytology: a histopathologic correlation study. Diagn Cytopathol 24(5):307–316PubMedCrossRef Palmer HE, Mukunyadzi P, Culbreth W, Thomas JR (2001) Subgrouping and grading of soft-tissue sarcomas by fine-needle aspiration cytology: a histopathologic correlation study. Diagn Cytopathol 24(5):307–316PubMedCrossRef
7.
go back to reference Heslin MJ, Lewis JJ, Woodruff JM, Brennan MF (1997) Core needle biopsy for diagnosis of extremity soft tissue sarcoma. Ann Surg Oncol 4(5):425–431PubMedCrossRef Heslin MJ, Lewis JJ, Woodruff JM, Brennan MF (1997) Core needle biopsy for diagnosis of extremity soft tissue sarcoma. Ann Surg Oncol 4(5):425–431PubMedCrossRef
8.
go back to reference Benz MR, Dry SM, Eilber FC et al (2010) Correlation between glycolytic phenotype and tumor grade in soft-tissue sarcomas by 18 F-FDG PET. J Nucl Med 51(8):1174–1181PubMedCentralPubMedCrossRef Benz MR, Dry SM, Eilber FC et al (2010) Correlation between glycolytic phenotype and tumor grade in soft-tissue sarcomas by 18 F-FDG PET. J Nucl Med 51(8):1174–1181PubMedCentralPubMedCrossRef
9.
go back to reference Rakheja R, Makis W, Skamene S et al (2012) Correlating metabolic activity on 18 F-FDG PET/CT with histopathologic characteristics of osseous and soft-tissue sarcomas: a retrospective review of 136 patients. AJR Am J Roentgenol 198(6):1409–1416PubMedCrossRef Rakheja R, Makis W, Skamene S et al (2012) Correlating metabolic activity on 18 F-FDG PET/CT with histopathologic characteristics of osseous and soft-tissue sarcomas: a retrospective review of 136 patients. AJR Am J Roentgenol 198(6):1409–1416PubMedCrossRef
10.
go back to reference Charest M, Hickeson M, Lisbona R, Novales-Diaz JA, Derbekyan V, Turcotte RE (2009) FDG PET/CT imaging in primary osseous and soft tissue sarcomas: a retrospective review of 212 cases. Eur J Nucl Med Mol Imaging 36(12):1944–1951PubMedCrossRef Charest M, Hickeson M, Lisbona R, Novales-Diaz JA, Derbekyan V, Turcotte RE (2009) FDG PET/CT imaging in primary osseous and soft tissue sarcomas: a retrospective review of 212 cases. Eur J Nucl Med Mol Imaging 36(12):1944–1951PubMedCrossRef
11.
go back to reference Folpe AL, Lyles RH, Sprouse JT, Conrad EU 3rd, Eary JF (2000) (F-18) fluorodeoxyglucose positron emission tomography as a predictor of pathologic grade and other prognostic variables in bone and soft tissue sarcoma. Clin Cancer Res 6(4):1279–1287PubMed Folpe AL, Lyles RH, Sprouse JT, Conrad EU 3rd, Eary JF (2000) (F-18) fluorodeoxyglucose positron emission tomography as a predictor of pathologic grade and other prognostic variables in bone and soft tissue sarcoma. Clin Cancer Res 6(4):1279–1287PubMed
12.
go back to reference Tateishi U, Yamaguchi U, Seki K, Terauchi T, Arai Y, Hasegawa T (2006) Glut-1 expression and enhanced glucose metabolism are associated with tumour grade in bone and soft tissue sarcomas: a prospective evaluation by [18 F] fluorodeoxyglucose positron emission tomography. Eur J Nucl Med Mol Imaging 33(6):683–691PubMedCrossRef Tateishi U, Yamaguchi U, Seki K, Terauchi T, Arai Y, Hasegawa T (2006) Glut-1 expression and enhanced glucose metabolism are associated with tumour grade in bone and soft tissue sarcomas: a prospective evaluation by [18 F] fluorodeoxyglucose positron emission tomography. Eur J Nucl Med Mol Imaging 33(6):683–691PubMedCrossRef
13.
go back to reference Bossuyt PM, Reitsma JB, Bruns DE et al (2003) Towards complete and accurate reporting of studies of diagnostic accuracy: The STARD Initiative. Radiology 226(1):24–28PubMedCrossRef Bossuyt PM, Reitsma JB, Bruns DE et al (2003) Towards complete and accurate reporting of studies of diagnostic accuracy: The STARD Initiative. Radiology 226(1):24–28PubMedCrossRef
14.
go back to reference Association NEM (2001) NEMA NU 2 - Performance Measurements of Positron Emission Tomographs. National Electrical Manufacturers Association Association NEM (2001) NEMA NU 2 - Performance Measurements of Positron Emission Tomographs. National Electrical Manufacturers Association
15.
go back to reference Haug AR, Tiega Donfack BP, Trumm C et al (2012) 18 F-FDG PET/CT predicts survival after radioembolization of hepatic metastases from breast cancer. J Nucl Med 53:371–377PubMedCrossRef Haug AR, Tiega Donfack BP, Trumm C et al (2012) 18 F-FDG PET/CT predicts survival after radioembolization of hepatic metastases from breast cancer. J Nucl Med 53:371–377PubMedCrossRef
16.
go back to reference Boellaard R (2011) New EANM FDG PET/CT accrediation specifcations for SUV recovery coefficients Boellaard R (2011) New EANM FDG PET/CT accrediation specifcations for SUV recovery coefficients
17.
go back to reference Wahl RL, Jacene H, Kasamon Y, Lodge MA (2009) From RECIST to PERCIST: Evolving Considerations for PET response criteria in solid tumors. J Nucl Med 50(Suppl 1):122S–150SPubMedCentralPubMedCrossRef Wahl RL, Jacene H, Kasamon Y, Lodge MA (2009) From RECIST to PERCIST: Evolving Considerations for PET response criteria in solid tumors. J Nucl Med 50(Suppl 1):122S–150SPubMedCentralPubMedCrossRef
18.
go back to reference IARC (2013) WHO Classification of Tumours of Soft Tissue and Bone (IARC WHO Classification of Tumours). World Health Organization IARC (2013) WHO Classification of Tumours of Soft Tissue and Bone (IARC WHO Classification of Tumours). World Health Organization
19.
go back to reference Fletcher CD, Berman JJ, Corless C et al (2002) Diagnosis of gastrointestinal stromal tumors: A consensus approach. Hum Pathol 33(5):459–465PubMedCrossRef Fletcher CD, Berman JJ, Corless C et al (2002) Diagnosis of gastrointestinal stromal tumors: A consensus approach. Hum Pathol 33(5):459–465PubMedCrossRef
20.
go back to reference (2012) Soft tissue and visceral sarcomas: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann Oncol, 23 Suppl 7:vii92-99 (2012) Soft tissue and visceral sarcomas: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann Oncol, 23 Suppl 7:vii92-99
21.
go back to reference Green FL, Page DL, Fleming ID et al (2002) AJCC Cancer Staging Manual, 6th edn. Springer, New YorkCrossRef Green FL, Page DL, Fleming ID et al (2002) AJCC Cancer Staging Manual, 6th edn. Springer, New YorkCrossRef
22.
go back to reference DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44(3):837–845PubMedCrossRef DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44(3):837–845PubMedCrossRef
23.
go back to reference Boellaard R, Krak NC, Hoekstra OS, Lammertsma AA (2004) Effects of noise, image resolution, and ROI definition on the accuracy of standard uptake values: a simulation study. J Nucl Med 45(9):1519–1527PubMed Boellaard R, Krak NC, Hoekstra OS, Lammertsma AA (2004) Effects of noise, image resolution, and ROI definition on the accuracy of standard uptake values: a simulation study. J Nucl Med 45(9):1519–1527PubMed
Metadata
Title
Evaluation of several FDG PET parameters for prediction of soft tissue tumour grade at primary diagnosis and recurrence
Authors
Wolfgang P. Fendler
Rebecca P. Chalkidis
Harun Ilhan
Thomas Knösel
Ken Herrmann
Rolf D. Issels
Peter Bartenstein
Clemens C. Cyran
Lars H. Lindner
Marcus Hacker
Publication date
01-08-2015
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 8/2015
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-015-3654-y

Other articles of this Issue 8/2015

European Radiology 8/2015 Go to the issue