Skip to main content

Advertisement

Log in

Comprehensive evaluation of 68Ga-PSMA-11 PET/CT parameters for discriminating pathological characteristics in primary clear-cell renal cell carcinoma

  • Original Article
  • Published:
European Journal of Nuclear Medicine and Molecular Imaging Aims and scope Submit manuscript

Abstract

Purpose

To evaluate parameters derived from 68Ga-PSMA-11 PET/CT images for discriminating pathological characteristics in primary clear-cell renal cell carcinoma (ccRCC).

Methods

The study retrospectively examined data for 36 ccRCC patients with preoperative 68Ga-PSMA-11 PET/CT scan and surgical specimens. Radiological parameters including maximal tumor diameter, mean CT value, and maximal standard uptake value (SUVmax) were derived from PET/CT images. Pathological characteristics included WHO/ISUP grade and adverse pathology (tumor necrosis or sarcomatoid or rhabdoid feature). Values of radiological parameters were compared within subgroups of pathological characteristics. Receiver operating characteristic (ROC) curve analysis was used for the effectiveness of radiological parameters in differentiating pathological characteristics, estimating area under the ROC curve (AUC) and 95% confidence intervals (CIs).

Results

The WHO/ISUP grade distribution for 36 tumors was grade 1, 9 (25.0%); grade 2, 12 (33.3%); grade 3, 9 (25.0%); and grade 4, 6 (16.7%). Adverse pathology was positive for 15 (41.7%). Radiological tumor diameter and SUVmax significantly differed by WHO/ISUP grade, pT stage, and adverse pathology (all P < 0.05), with no difference by CT value. Tumor diameter demonstrated sensitivity 86% and specificity 88% for pT stage, with cutoff 6.70 and AUC 0.91 (95% CI, 0.79–1.00, P < 0.001). SUVmax could effectively differentiate WHO/ISUP grade (3–4 vs. 1–2) and adverse pathology (positive vs. negative), with AUC 0.89 (95% CI, 0.81–0.98, P < 0.001), cutoff 16.4, sensitivity 100%, and specificity 71% and AUC 0.92 (95% CI, 0.85–0.99, P < 0.001), cutoff 18.5, sensitivity 94%, and specificity 87%, respectively.

Conclusion

68Ga-PSMA-11 PET/CT could effectively identify aggressive pathological features of ccRCC.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

Abbreviations

AUC:

area under the curve

ccRCC:

clear-cell renal cell carcinoma

CI:

confidence interval

IHC:

immunohistochemistry

PET/CT:

positron emission tomography/computed tomography

PSMA:

prostate-specific membrane antigen

RCC:

renal cell carcinoma

ROC:

receiver operating characteristic curve

ROIs:

regions of interest

SUVmax :

maximal standard uptake value

WHO/ISUP grade:

World Health Organization/International Society of Urological Pathology grade

References

  1. Siegel RL, Miller KD, Jemal A. Cancer statistics, 2018. CA Cancer J Clin. 2018;68:7–30. https://doi.org/10.3322/caac.21442.

    Article  PubMed  Google Scholar 

  2. Capitanio U, Bensalah K, Bex A, Boorjian SA, Bray F, Coleman J, et al. Epidemiology of renal cell carcinoma. Eur Urol. 2019;75:74–84. https://doi.org/10.1016/j.eururo.2018.08.036.

    Article  PubMed  Google Scholar 

  3. Keegan KA, Schupp CW, Chamie K, Hellenthal NJ, Evans CP, Koppie TM. Histopathology of surgically treated renal cell carcinoma: survival differences by subtype and stage. J Urol. 2012;188:391–7. https://doi.org/10.1016/j.juro.2012.04.006.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Delahunt B, Eble JN, Egevad L. Grading of renal cell carcinoma. Histopathology. 2019;74:4–17. https://doi.org/10.1111/his.13735.

    Article  PubMed  Google Scholar 

  5. Moch H, Cubilla AL, Humphrey PA, Reuter VE, Ulbright TM. The 2016 WHO classification of tumours of the urinary system and male genital organs-part a: renal, penile, and testicular tumours. Eur Urol. 2016;70:93–105. https://doi.org/10.1016/j.eururo.2016.02.029.

    Article  PubMed  Google Scholar 

  6. Dagher J, Delahunt B. Clear cell renal cell carcinoma: validation of World Health Organization/International Society of Urological Pathology grading. Histopathology. 2017;71:918–25. https://doi.org/10.1111/his.13311.

    Article  PubMed  Google Scholar 

  7. Delahunt B, McKenney JK, Lohse CM, Leibovich BC, Thompson RH, Boorjian SA, et al. A novel grading system for clear cell renal cell carcinoma incorporating tumor necrosis. Am J Surg Pathol. 2013;37:311–22. https://doi.org/10.1097/PAS.0b013e318270f71c.

    Article  PubMed  Google Scholar 

  8. Khor LY, Dhakal HP, Jia X, Reynolds JP, McKenney JK, Rini BI, et al. Tumor necrosis adds prognostically significant information to grade in clear cell renal cell carcinoma: a study of 842 consecutive cases from a single institution. Am J Surg Pathol. 2016;40:1224–31. https://doi.org/10.1097/pas.0000000000000690.

    Article  PubMed  Google Scholar 

  9. Katz MD, Serrano MF, Grubb RL 3rd, Skolarus TA, Gao F, Humphrey PA, et al. Percent microscopic tumor necrosis and survival after curative surgery for renal cell carcinoma. J Urol. 2010;183:909–14. https://doi.org/10.1016/j.juro.2009.11.010.

    Article  PubMed  Google Scholar 

  10. Sengupta S, Lohse CM, Leibovich BC, Frank I, Thompson RH, Webster WS, et al. Histologic coagulative tumor necrosis as a prognostic indicator of renal cell carcinoma aggressiveness. Cancer. 2005;104:511–20. https://doi.org/10.1002/cncr.21206.

    Article  PubMed  Google Scholar 

  11. de Peralta-Venturina M, Moch H, Amin M, Tamboli P, Hailemariam S, Mihatsch M, et al. Sarcomatoid differentiation in renal cell carcinoma: a study of 101 cases. Am J Surg Pathol. 2001;25:275–84. https://doi.org/10.1097/00000478-200103000-00001.

    Article  PubMed  Google Scholar 

  12. Pichler R, Comperat E, Klatte T, Pichler M, Loidl W, Lusuardi L, et al. Renal cell carcinoma with sarcomatoid features: finally new therapeutic hope? Cancers. 2019;11. https://doi.org/10.3390/cancers11030422.

  13. Przybycin CG, McKenney JK, Reynolds JP, Campbell S, Zhou M, Karafa MT, et al. Rhabdoid differentiation is associated with aggressive behavior in renal cell carcinoma: a clinicopathologic analysis of 76 cases with clinical follow-up. Am J Surg Pathol. 2014;38:1260–5. https://doi.org/10.1097/pas.0000000000000251.

    Article  PubMed  Google Scholar 

  14. Zhang BY, Cheville JC, Thompson RH, Lohse CM, Boorjian SA, Leibovich BC, et al. Impact of rhabdoid differentiation on prognosis for patients with grade 4 renal cell carcinoma. Eur Urol. 2015;68:5–7. https://doi.org/10.1016/j.eururo.2015.01.002.

    Article  CAS  PubMed  Google Scholar 

  15. Backhaus P, Noto B, Avramovic N, Grubert LS, Huss S, Bogemann M, et al. Targeting PSMA by radioligands in non-prostate disease-current status and future perspectives. Eur J Nucl Med Mol Imaging. 2018;45:860–77. https://doi.org/10.1007/s00259-017-3922-y.

  16. Salas Fragomeni RA, Amir T, Sheikhbahaei S, Harvey SC, Javadi MS, Solnes LB, et al. Imaging of nonprostate cancers using PSMA-targeted radiotracers: rationale, current state of the field, and a call to arms. J Nucl Med. 2018;59:871–7. https://doi.org/10.2967/jnumed.117.203570.

    Article  CAS  PubMed  Google Scholar 

  17. Baccala A, Sercia L, Li J, Heston W, Zhou M. Expression of prostate-specific membrane antigen in tumor-associated neovasculature of renal neoplasms. Urology. 2007;70:385–90. https://doi.org/10.1016/j.urology.2007.03.025.

    Article  PubMed  Google Scholar 

  18. Spatz S, Tolkach Y, Jung K, Stephan C, Busch J, Ralla B, et al. Comprehensive evaluation of prostate specific membrane antigen expression in the vasculature of renal tumors: implications for imaging studies and prognostic role. J Urol. 2018;199:370–7. https://doi.org/10.1016/j.juro.2017.08.079.

    Article  PubMed  Google Scholar 

  19. Maurer T, Eiber M, Schwaiger M, Gschwend JE. Current use of PSMA-PET in prostate cancer management. Nat Rev Urol. 2016;13:226–35. https://doi.org/10.1038/nrurol.2016.26.

    Article  CAS  PubMed  Google Scholar 

  20. Perera M, Papa N, Roberts M, Williams M, Udovicich C, Vela I, et al. Gallium-68 prostate-specific membrane antigen positron emission tomography in advanced prostate cancer-updated diagnostic utility, sensitivity, specificity, and distribution of prostate-specific membrane antigen-avid lesions: a systematic review and meta-analysis. Eur Urol. 2019. https://doi.org/10.1016/j.eururo.2019.01.049.

  21. Evangelista L, Basso U, Maruzzo M, Novara G. The role of radiolabeled prostate-specific membrane antigen positron emission tomography/computed tomography for the evaluation of renal cancer. Eur Urol Focus. 2020;6:146–50. https://doi.org/10.1016/j.euf.2018.08.004.

    Article  PubMed  Google Scholar 

  22. Ahn T, Roberts MJ, Abduljabar A, Joshi A, Perera M, Rhee H, et al. A review of prostate-specific membrane antigen (PSMA) positron emission tomography (PET) in renal cell carcinoma (RCC). Mol Imaging Biol. 2019;21:799–807. https://doi.org/10.1007/s11307-018-01307-0.

    Article  CAS  PubMed  Google Scholar 

  23. Vanderhoek M, Perlman SB, Jeraj R. Impact of the definition of peak standardized uptake value on quantification of treatment response. J Nucl Med. 2012;53:4–11. https://doi.org/10.2967/jnumed.111.093443.

    Article  CAS  PubMed  Google Scholar 

  24. Demirci E, Ocak M, Kabasakal L, Decristoforo C, Talat Z, Halac M, et al. (68)Ga-PSMA PET/CT imaging of metastatic clear cell renal cell carcinoma. Eur J Nucl Med Mol Imaging. 2014;41:1461–2. https://doi.org/10.1007/s00259-014-2766-y.

    Article  PubMed  Google Scholar 

  25. Rhee H, Blazak J, Tham CM, Ng KL, Shepherd B, Lawson M, et al. Pilot study: use of gallium-68 PSMA PET for detection of metastatic lesions in patients with renal tumour. EJNMMI Res. 2016;6:76. https://doi.org/10.1186/s13550-016-0231-6.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Raveenthiran S, Esler R, Yaxley J, Kyle S. The use of (68)Ga-PET/CT PSMA in the staging of primary and suspected recurrent renal cell carcinoma. Eur J Nucl Med Mol Imaging. 2019;46:2280–8. https://doi.org/10.1007/s00259-019-04432-2.

    Article  PubMed  Google Scholar 

  27. Sawicki LM, Buchbender C, Boos J, Giessing M, Ermert J, Antke C, et al. Diagnostic potential of PET/CT using a (68)Ga-labelled prostate-specific membrane antigen ligand in whole-body staging of renal cell carcinoma: initial experience. Eur J Nucl Med Mol Imaging. 2017;44:102–7. https://doi.org/10.1007/s00259-016-3360-2.

    Article  CAS  PubMed  Google Scholar 

  28. Chang SS, Reuter VE, Heston WD, Bander NH, Grauer LS, Gaudin PB. Five different anti-prostate-specific membrane antigen (PSMA) antibodies confirm PSMA expression in tumor-associated neovasculature. Cancer Res. 1999;59:3192–8.

    CAS  PubMed  Google Scholar 

Download references

Funding

This research was supported by the National Natural Science Foundation of China (ID: 81772710, 81972388), the Project of Invigorating Health Care through Science, Technology and Education, Jiangsu Provincial Key Medical Discipline (Laboratory) (ZDXKB2016014) and  China Postdoctoral Science Foundation (2019T120418 and 2018M640477).

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Xiaozhi Zhao, Feng Wang or Hongqian Guo.

Ethics declarations

Conflict of interest

The 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.

Informed consent

Informed consent was obtained from all participants 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 - Genitourinary

Electronic supplementary material

ESM 1

(DOCX 19 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Gao, J., Xu, Q., Fu, Y. et al. Comprehensive evaluation of 68Ga-PSMA-11 PET/CT parameters for discriminating pathological characteristics in primary clear-cell renal cell carcinoma. Eur J Nucl Med Mol Imaging 48, 561–569 (2021). https://doi.org/10.1007/s00259-020-04916-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00259-020-04916-6

Keywords

Navigation