Abstract
Purpose
To evaluate the prognostic value of volumetric parameters calculated from 68Ga-1,4,7,10-tetraazacyclododecane-1, 4, 7, 10-tetraacetic acid (DOTA)-Thr3-octreotate (68Ga-DOTATATE) positron emission tomography/computed tomography (PET/CT) in patients with well-differentiated neuroendocrine tumor (WD-NET).
Methods
Ninety-two patients (44 men and 48 women, mean age of 59.5-year-old) with pathologically confirmed WD-NET (grades 1 or 2) were enrolled in a prospective expanded access protocol. Selected data was analyzed retrospectively for this project. Maximum standardized uptake value (SUVmax) in the lesion with the highest 68Ga-DOTATATE uptake was measured and recorded for each patient. In addition, two volumetric parameters, namely, somatostatin receptor expressing tumor volume (SRETV) and total lesion somatostatin receptor expression (TLSRE), were calculated in each 68Ga-DOTATATE-avid lesion. SRETV was defined as tumor volume with higher 68Ga-DOTATATE uptake than the 50% of SUVmax within the volume of interest (VOI) for each lesion. TLSRE was calculated by multiplying SRETV and mean SUV within the same VOI. Thereafter, the sum of SRETV (ΣSRETV) and TLSRE (ΣTLSRE) for all detected lesions per patient were calculated. Progression-free survival (PFS) was set as primary endpoint. Kaplan-Meier survival analysis, log-rank test, and Cox’s proportional hazard model were used for statistical analysis.
Results
Univariate analyses revealed significant difference of PFS for WHO tumor grade and ΣSRETV (P < 0.05), while there were no significant differences in age, sex, SUVmax, and ΣTLSRE (P > 0.05). Multivariate analysis identified WHO tumor grade and ΣSRETV as independent predictors of PFS.
Conclusion
ΣSRETV calculated from 68Ga-DOTATATE PET/CT may have prognostic value of PFS in WD-NET patients.
Similar content being viewed by others
References
Dasari A, Shen C, Halperin D, Zhao B, Zhou S, Xu Y, et al. Trends in the incidence, prevalence, and survival outcomes in patients with neuroendocrine tumors in the United States. JAMA Oncol. 2017;3:1335–42.
Chai SM, Brown IS, Kumarasinghe MP. Gastroenteropancreatic neuroendocrine neoplasms: selected pathology review and molecular updates. Histopathology. 2018;72:153–67.
Binderup T, Knigge U, Mellon Mogensen A, Palnaes Hansen C, Kjaer A. Quantitative gene expression of somatostatin receptors and noradrenaline transporter underlying scintigraphic results in patients with neuroendocrine tumors. Neuroendocrinology. 2008;87:223–32.
Geijer H, Breimer LH. Somatostatin receptor PET/CT in neuroendocrine tumours: update on systemic review and meta-analysis. Eur J Nucl Med Mol Imaging. 2013;40:1770–80.
Hope TA, Bergsland EK, Bozkurt MF, Graham M, Heaney AP, Herrmann K, et al. Appropriate use criteria for somatostatin receptor PET imaging in neuroendocrine tumors. J Nucl Med. 2018;59:66–74.
Bozkurt MF, Virgolini I, Balogova S, Beheshti M, Rubello D, Decristoforo C, et al. Guideline for PET/CT imaging of neuoroendocrine neoplasms with 68Ga-DOTA-conjugated somatostatin receptor targeting peptides and 18F-DOPA. Eur J Nucl Med Mol Imaging. 2017;44:1588–601.
Chan DL, Pavlakis N, Schembri GP, Bernard EJ, Hsiao E, Hayes A, et al. Dual somatostatin receptor/FDG PET/CT imaging in metastatic neuroendocrine tumours: proposal for a novel grading scheme with prognostic significance. Theranostics. 2017;7:1149–58.
Kayani I, Bomanji JB, Groves A, Conway G, Gacinovic S, Win T, et al. Functional imaging of neuroendocrine tumors with combined PET/CT using 68Ga-DOTATATE (dota-DPhe1,Tyr3-octreotate) and 18FDG. Cancer. 2008;112:2447–55.
Lococo F, Perotti G, Cardillo G, De Waure C, Filice A, Graziano P, et al. Multicenter comparison of 18F-FDG and 68Ga-DOTA-peptide PET/CT for pulmonary carcinoid. Clin Nucl Med. 2015;40:e183–9.
Panagiotidis E, Alshammari A, Michopoulou S, Skoura E, Naik K, Maragkoudakis E, et al. Comparison of the impact of 68Ga-DOTATATE and 18F-FDG PET/CT on clinical management in patients with neuroendocrine tumors. J Nucl Med. 2017;58:91–6.
Sampathirao N, Basu S. MIB-1 index-stratified assessment of dual-tracer PET/CT with 68Ga-DOTATATE and 18F-FDG and multimodality anatomic imaging in metastatic neuroendocrine tumors of unknown primary in a PRRT workup setting. J Nucl Med Technol. 2017;45:34–41.
Bahri H, Laurence L, Edeline J, Leghzali H, Devillers A, Raoul JL, et al. High prognostic value of 18F-FDG PET for metastatic gastroenteropancreatic neuroendocrine tumors: a long-term evaluation. J Nucl Med. 2014;55:1786–90.
Binderup T, Knigge U, Loft A, Federspiel B, Kjaer A. 18F-fluorodeoxyglucose positron emission tomography predicts survival of patients with neuroendocrine tumors. Clin Cancer Res. 2010;16:978–85.
Ezziddin S, Adler L, Sabet A, Poppel TD, Grabellus F, Yuce A, et al. Prognostic stratification of metastatic gastroenteropancreatic neuroendocrine neoplasms by 18F-FDG PET: feasibility of a metabolic grading system. J Nucl Med. 2014;55:1260–6.
Garin E, Le Jeune F, Devillers A, Cuggia M, de Lajarte-Thirouard AS, Bouriel C, et al. Predictive value of 18F-FDG PET and somatostatin receptor scintigraphy in patients with metastatic endocrine tumors. J Nucl Med. 2009;50:858–64.
Johnbeck CB, Knigge U, Langer SW, Loft A, Berthelsen AK, Federspiel B, et al. Prognostic value of 18F-FLT PET in patients with neuroendocrine neoplasms: a prospective head-to-head comparison with 18F-FDG PET and Ki-67 in 100 patients. J Nucl Med. 2016;57:1851–7.
Kim HS, Choi JY, Choi DW, Lim HY, Lee JH, Hong SP, et al. Prognostic value of volume-based metabolic parameters measured by 18F-FDG PET/CT of pancreatic neuroendocrine tumors. Nucl Med Mol Imaging. 2014;48:180–6.
Koch W, Auernhammer CJ, Geisler J, Spitzweg C, Cyran CC, Ilhan H, et al. Treatment with octreotide in patients with well-differentiated neuroendocrine tumors of the ileum: prognostic stratification with Ga-68-DOTA-TATE positron emission tomography. Mol Imaging. 2014;13:1–10.
Campana D, Ambrosini V, Pezzilli R, Fanti S, Labate AM, Santini D, et al. Standardized uptake values of 68Ga-DOTANOC PET: a promising prognostic tool in neuroendocrine tumors. J Nucl Med. 2010;51:353–9.
Sharma P, Naswa N, Kc SS, Alvarado LA, Dwivedi AK, Yadav Y, et al. Comparison of the prognostic values of 68Ga-DOTANOC PET/CT and 18F-FDG PET/CT in patients with well-differentiated neuroendocrine tumor. Eur J Nucl Med Mol Imaging. 2014;41:2194–202.
Ambrosini V, Campana D, Polverari G, Peterle C, Diodato S, Ricci C, et al. Prognostic value of 68Ga-DOTANOC PET/CT SUVmax in patients with neuroendocrine tumors of the pancreas. J Nucl Med. 2015;56:1843–8.
Abdulrezzak U, Kurt YK, Kula M, Tutus A. Combined imaging with 68Ga-DOTA-TATE and 18F-FDG PET/CT on the basis of volumetric parameters in neuroendocrine tumors. Nucl Med Commun. 2016;37:874–81.
Tirosh A, Papadakis GZ, Millo C, Hammoud D, Sadowski SM, Herscovitch P, et al. Prognostic utility of total 68Ga-DOTATATE-avid tumor volume in patients with neuroendocrine tumors. Gastroenterology. 2018;154:998–1008.
Moradi F, Jamali M, Barkhodari A, Schneider B, Chin F, Quon A, et al. Spectrum of 68Ga-DOTA TATE uptake in patients with neuroendocrine tumors. Clin Nucl Med. 2016;41:e281–7.
Thompson HM, Minamimoto R, Jamali M, Barkhodari A, von Eyben R, Iagaru A. A prospective, matched comparison study of SUV measurements from time-of-flight versus non-time-of-flight PET/CT scanners. Clin Nucl Med. 2016;41:e323–6.
Kanda Y. Investigation of the freely available easy-to-use software ‘EZR’ for medical statistics. Bone Marrow Transplant. 2013;48:452–8.
Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, Ford R, et al. New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer. 2009;45:228–47.
Kratochwil C, Stefanova M, Mavriopoulou E, Holland-Letz T, Dimitrakopoulou-Strauss A, Afshar-Oromieh A, et al. SUV of [68Ga]DOTATOC-PET/CT predicts response probability of PRRT in neuroendocrine tumors. Mol Imaging Biol. 2014;17:313–8.
Strosberg J, El-Haddad G, Wolin E, Hendifar A, Yao J, Chasen B, et al. Phase 3 trial of 177Lu-dotatate for midgut neuroendocrine tumors. N Engl J Med. 2017;376:125–35.
Yang Z, Tang LH, Klimstra DS. Effect of tumor heterogeneity on the assessment of Ki67 labeling index in well-differentiated neuroendocrine tumors metastatic to the liver: implications for prognostic stratification. Am J Surg Pathol. 2011;35:853–60.
Adesoye T, Daleo MA, Loeffler AG, Winslow ER, Weber SM, Cho CS. Discordance of histologic grade between primary and metastatic neuroendocrine carcinomas. Ann Sur Oncol. 2015;22(suppl 3):S817–21.
Richards-Taylor S, Tilley C, Jaynes E, Hu H, Armstrong T, Pearce NW, et al. Clinically significant differences in Ki-67 proliferation index between primary and metastases in resected pancreatic neuroendocrine tumors. Pancreas. 2017;46:1354–8.
Haug AR, Auernhammer CJ, Wangler B, Schmidt GP, Uebleis C, Goke B, et al. 68Ga-DOTATATE PET/CT for the early prediction of response to somatostatin receptor-mediated radionuclide therapy in patients with well-differentiated neuroendocrine tumors. J Nucl Med. 2010;51:1349–56.
Tirosh A, Papadakis GZ, Millo C, Sadowski SM, Herscovitch P, Pacak K, et al. Association between neuroendocrine tumors biomarkers and primary tumor site and disease type based on total 68Ga-DOTATATE-avid tumor volume measurements. Eur J Endocrinol. 2017;176:575–82.
Acknowledgments
We thank all the patients who participated and their families. We also thank our research coordinators, radiochemists, and technologists.
Funding
The expanded access protocol was partially supported by an anonymous donation provided though Carcinoid Cancer Foundation.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
Andrei Iagaru receives institutional research support from GE Healthcare and Advanced Accelerator Applications, unrelated to this work. The other authors declare that they have no conflict of interest.
Ethical approval
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. This article does not contain any studies with animals performed by any of the authors.
Informed consent
Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
This article is part of the Topical Collection on Oncology – General
Rights and permissions
About this article
Cite this article
Toriihara, A., Baratto, L., Nobashi, T. et al. Prognostic value of somatostatin receptor expressing tumor volume calculated from 68Ga-DOTATATE PET/CT in patients with well-differentiated neuroendocrine tumors. Eur J Nucl Med Mol Imaging 46, 2244–2251 (2019). https://doi.org/10.1007/s00259-019-04455-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00259-019-04455-9