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The role of quantitative tumor burden based on [68 Ga]Ga-DOTA-NOC PET/CT in well-differentiated neuroendocrine tumors: beyond prognosis

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Abstract

Purpose

We aimed to elucidate the role of quantitative tumor burden based on PET/CT of somatostatin receptors in well-differentiated neuroendocrine tumors (NETs).

Methods

This study enrolled patients with [68 Ga]Ga-DOTA-NOC PET/CT-positive advanced NETs who did not receive medical treatment prior to PET/CT. Tumor burden was calculated using methods based on the background threshold and relative fixed threshold values (30%, 40%, and 50%). The prognostic value of the measured tumor burden in reference to overall survival (OS) and progression-free survival (PFS) on treatment with octreotide long-acting repeatable (LAR) was assessed using Cox regression analysis, Harrell’s C-index, and survival analysis. A classification and regression tree (CART) was used to determine the optimal threshold for tumor burden.

Results

A total of 204 patients were included. Somatostatin receptor-expressing tumor volume (SRETV) and liver SRETV derived from a relative fixed threshold of 30% (SRETV30 and liver SRETV30) were statistically significantly associated with OS (C-index: 0.802 [95% confidence interval (CI), 0.658–0.946] and 0.806 [95% CI, 0.664–0.948], respectively). Extrahepatic tumor burden was not correlated with OS (hazard ratio: 0.617, 95% CI: 0.241–1.574, P = 0.312). Among 155 patients with non-functional NETs with a ki-67 index of ≤ 10%, those with a high SRETV30 (P = 0.016) or high liver SRETV30 (P = 0.014) showed statistically significantly worse PFS on treatment with octreotide LAR. Patients receiving a higher dose of octreotide LAR normalized by SRETV30 or liver SRETV30 (a normalized dose or a liver normalized dose) showed prolonged PFS on treatment with octreotide LAR and a prolonged OS.

Conclusion

Quantitative tumor burden based on [68 Ga]Ga-DOTA-NOC PET/CT was correlated with OS and PFS in patients with non-functional NETs with a ki-67 index of ≤ 10% who received octreotide LAR. Calculating normalized and liver normalized doses may help in selecting the starting dose of octreotide LAR.

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Data availability

The clinical data and imaging files used in this study, though not available in a public repository, are available from the corresponding authors upon reasonable request.

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. https://doi.org/10.1001/jamaoncol.2017.0589.

    Article  Google Scholar 

  2. Pavel M, O’Toole D, Costa F, Capdevila J, Gross D, Kianmanesh R, et al. ENETS consensus guidelines update for the management of distant metastatic disease of intestinal, pancreatic, bronchial neuroendocrine neoplasms (NEN) and NEN of unknown primary site. Neuroendocrinology. 2016;103:172–85. https://doi.org/10.1159/000443167.

    Article  CAS  Google Scholar 

  3. Pavel M, Oberg K, Falconi M, Krenning EP, Sundin A, Perren A, et al. Gastroenteropancreatic neuroendocrine neoplasms: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2020;31:844–60. https://doi.org/10.1016/j.annonc.2020.03.304.

    Article  CAS  Google Scholar 

  4. Baudin E, Caplin M, Garcia-Carbonero R, Fazio N, Ferolla P, Filosso PL, et al. Lung and thymic carcinoids: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up(). Ann Oncol. 2021;32:439–51. https://doi.org/10.1016/j.annonc.2021.01.003.

    Article  CAS  Google Scholar 

  5. Ortega C, Wong RK, Schaefferkoetter J, Veit-Haibach P, Myrehaug S, Juergens R, et al. Quantitative (68)Ga-DOTATATE PET/CT parameters for the prediction of therapy response in patients with progressive metastatic neuroendocrine tumors treated with (177)Lu-DOTATATE. J Nucl Med. 2021. https://doi.org/10.2967/jnumed.120.256727.

    Article  Google Scholar 

  6. Caplin ME, Pavel M, Cwikla JB, Phan AT, Raderer M, Sedlackova E, et al. Lanreotide in metastatic enteropancreatic neuroendocrine tumors. N Engl J Med. 2014;371:224–33. https://doi.org/10.1056/NEJMoa1316158.

    Article  CAS  Google Scholar 

  7. Pavel M, Baudin E, Couvelard A, Krenning E, Oberg K, Steinmuller T, et al. ENETS Consensus Guidelines for the management of patients with liver and other distant metastases from neuroendocrine neoplasms of foregut, midgut, hindgut, and unknown primary. Neuroendocrinology. 2012;95:157–76. https://doi.org/10.1159/000335597.

    Article  CAS  Google Scholar 

  8. Shen C, Xu Y, Dasari A, Shih YC, Yao JC. Octreotide LAR dosage and survival among elderly patients with distant-stage neuroendocrine tumors. Oncologist. 2016;21:308–13. https://doi.org/10.1634/theoncologist.2015-0381.

    Article  CAS  Google Scholar 

  9. Broder MS. Gastrointestinal neuroendocrine tumors treated with high dose octreotide-LAR: a systematic literature review. World J Gastroenterol. 2015;21:1945. https://doi.org/10.3748/wjg.v21.i6.1945.

    Article  CAS  Google Scholar 

  10. Rinke A, Muller HH, Schade-Brittinger C, Klose KJ, Barth P, Wied M, et al. Placebo-controlled, double-blind, prospective, randomized study on the effect of octreotide LAR in the control of tumor growth in patients with metastatic neuroendocrine midgut tumors: a report from the PROMID Study Group. J Clin Oncol. 2009;27:4656–63. https://doi.org/10.1200/jco.2009.22.8510.

    Article  CAS  Google Scholar 

  11. Toriihara A, Baratto L, Nobashi T, Park S, Hatami N, Davidzon G, et al. Prognostic value of somatostatin receptor expressing tumor volume calculated from (68)Ga-DOTATATE PET/CT in patients with well-differentiated neuroendocrine tumors. Eur J Nucl Med Mol Imaging. 2019;46:2244–51. https://doi.org/10.1007/s00259-019-04455-9.

    Article  CAS  Google Scholar 

  12. Wahl RL, Jacene H, Kasamon Y, Lodge MA. From RECIST to PERCIST: evolving considerations for PET response criteria in solid tumors. J Nucl Med. 2009;50(Suppl 1):122S-S150. https://doi.org/10.2967/jnumed.108.057307.

    Article  CAS  Google Scholar 

  13. Carlsen EA, Johnbeck CB, Loft M, Pfeifer A, Oturai P, Langer SW, et al. Semi-automatic tumor delineation for evaluation of (64)Cu-DOTATATE PET/CT in patients with neuroendocrine neoplasms: prognostication based on lowest lesion uptake and total tumor volume. J Nucl Med. 2021. https://doi.org/10.2967/jnumed.120.258392.

    Article  Google Scholar 

  14. Pettinato C, Sarnelli A, Di Donna M, Civollani S, Nanni C, Montini G, et al. 68Ga-DOTANOC: biodistribution and dosimetry in patients affected by neuroendocrine tumors. Eur J Nucl Med Mol Imaging. 2008;35:72–9. https://doi.org/10.1007/s00259-007-0587-y.

    Article  CAS  Google Scholar 

  15. Im HJ, Bradshaw T, Solaiyappan M, Cho SY. Current methods to define metabolic tumor volume in positron emission tomography: which one is better? Nucl Med Mol Imaging. 2018;52:5–15. https://doi.org/10.1007/s13139-017-0493-6.

    Article  Google Scholar 

  16. Tirosh A, Papadakis GZ, Millo C, Hammoud D, Sadowski SM, Herscovitch P, et al. Prognostic utility of total (68)Ga-DOTATATE-Avid tumor volume in patients with neuroendocrine tumors. Gastroenterology. 2018;154:998-1008.e1. https://doi.org/10.1053/j.gastro.2017.11.008.

    Article  Google Scholar 

  17. Heidari P, Wehrenberg-Klee E, Habibollahi P, Yokell D, Kulke M, Mahmood U. Free somatostatin receptor fraction predicts the antiproliferative effect of octreotide in a neuroendocrine tumor model: implications for dose optimization. Can Res. 2013;73:6865–73. https://doi.org/10.1158/0008-5472.can-13-1199.

    Article  CAS  Google Scholar 

  18. Wild D, Bomanji JB, Benkert P, Maecke H, Ell PJ, Reubi JC, et al. Comparison of 68Ga-DOTANOC and 68Ga-DOTATATE PET/CT within patients with gastroenteropancreatic neuroendocrine tumors. J Nucl Med. 2013;54:364–72. https://doi.org/10.2967/jnumed.112.111724.

    Article  CAS  Google Scholar 

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Acknowledgements

This study was supported by the Guangdong Provincial Basic and Applied Basic Research Fund (grant no. 2021A1515110241). This funder had no role in the design, conduct, or reporting of this work.

Funding

This study was supported by the Guangdong Provincial Basic and Applied Basic Research Fund (grant no. 2021A1515110241). This funder had no role in the design, conduct, or reporting of this work.

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Authors and Affiliations

Authors

Contributions

Luohai Chen, Nuerailaguli Jumai, Xiangsong Zhang, and Ning Zhang each contributed to the study conception and design. Data collection was performed by Luohai Chen, Nuerailaguli Jumai, and Qiao He. Data analysis and interpretation of results was also conducted by Luohai Chen, Nuerailaguli Jumai, and Qiao He. Luohai Chen drafted the manuscript, and Nuerailaguli Jumai, Qiao He, Man Liu, Yuan Lin, Yu Wang, Min-hu Chen, and Zhirong Zeng each contributed to the critical revision of the manuscript. All authors reviewed the manuscript and provided approval for the final version of the manuscript.

Corresponding authors

Correspondence to Xiangsong Zhang or Ning Zhang.

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Ethics approval

This study was approved by the ethics committee of The First Affiliated Hospital, Sun Yat-sen University (approval no. 2022–062) and was conducted in accordance with the principles of the Declaration of Helsinki.

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The requirement for formal consent was waived by the approving ethics committee due to the retrospective nature of this study.

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Not applicable.

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The authors declare no competing interests.

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Chen, L., Jumai, N., He, Q. et al. The role of quantitative tumor burden based on [68 Ga]Ga-DOTA-NOC PET/CT in well-differentiated neuroendocrine tumors: beyond prognosis. Eur J Nucl Med Mol Imaging 50, 525–534 (2023). https://doi.org/10.1007/s00259-022-05971-x

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