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Prognostic value of somatostatin receptor expressing tumor volume calculated from 68Ga-DOTATATE PET/CT in patients with well-differentiated neuroendocrine tumors

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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.

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References

  1. 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.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Chai SM, Brown IS, Kumarasinghe MP. Gastroenteropancreatic neuroendocrine neoplasms: selected pathology review and molecular updates. Histopathology. 2018;72:153–67.

    Article  PubMed  Google Scholar 

  3. 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.

    Article  CAS  PubMed  Google Scholar 

  4. 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.

    Article  CAS  PubMed  Google Scholar 

  5. 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.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. 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.

    Article  CAS  PubMed  Google Scholar 

  7. 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.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. 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.

    Article  PubMed  Google Scholar 

  9. 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.

    Article  PubMed  Google Scholar 

  10. 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.

    Article  PubMed  Google Scholar 

  11. 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.

    Article  PubMed  Google Scholar 

  12. 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.

    Article  CAS  PubMed  Google Scholar 

  13. 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.

    Article  CAS  PubMed  Google Scholar 

  14. 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.

    Article  CAS  PubMed  Google Scholar 

  15. 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.

    Article  CAS  PubMed  Google Scholar 

  16. 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.

    Article  CAS  PubMed  Google Scholar 

  17. 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.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. 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.

    Article  CAS  PubMed  Google Scholar 

  19. 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.

    Article  PubMed  Google Scholar 

  20. 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.

    Article  CAS  PubMed  Google Scholar 

  21. 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.

    Article  CAS  PubMed  Google Scholar 

  22. 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.

    Article  CAS  PubMed  Google Scholar 

  23. 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.

    Article  PubMed  Google Scholar 

  24. 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.

    Article  PubMed  Google Scholar 

  25. 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.

    Article  PubMed  Google Scholar 

  26. Kanda Y. Investigation of the freely available easy-to-use software ‘EZR’ for medical statistics. Bone Marrow Transplant. 2013;48:452–8.

    Article  CAS  PubMed  Google Scholar 

  27. 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.

    Article  CAS  PubMed  Google Scholar 

  28. 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.

    Article  CAS  Google Scholar 

  29. 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.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. 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.

    Article  PubMed  Google Scholar 

  31. 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.

    Article  Google Scholar 

  32. 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.

    Article  CAS  PubMed  Google Scholar 

  33. 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.

    Article  CAS  PubMed  Google Scholar 

  34. 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.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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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.

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Correspondence to Andrei Iagaru.

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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.

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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.

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Informed consent was obtained from all individual participants included in the study.

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This article is part of the Topical Collection on Oncology – General

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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

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