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Investigating the value of pre-treatment 18F-FDG PET/CT in predicting the pathological characteristic of hepatocellular carcinoma and recurrence after liver transplantation

  • Hepatobiliary
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Abstract

Purpose

The aim of this study is to investigate the value of pre-treatment 18F-FDG PET/CT in predicting the pathological characteristic of HCC and recurrence after liver transplantation (LT).

Methods

A total of 34 patients who underwent 18F-FDG PET/CT before LT for HCC and did not receive any other treatment were retrospectively enrolled in the study. The maximal standard uptake value of the tumor (T-SUVmax), normal liver tissues (L-SUVmax), and mediastinal blood pool (B-SUVmax) were derived, followed by the calculations of the T-SUVmax/L-SUVmax (T/L) and the T-SUVmax/B-SUVmax (T/B) ratios. Combined with the post-transplantation pathological results and ROC curve, the performance in predicting the pathological characteristic and the recurrence after LT were evaluated.

Results

The AUCs for T-SUVmax, T/L, and T/B in predicting the pathological grade of tumors were 0.820, 0.784, and 0.806, respectively. Alternatively, the AUCs for T-SUVmax, T/L, and T/B in predicting the recurrence after LT were 0.865, 0.899, and 0.931, respectively. The individual cutoff values were 5.0, 1.7, and 2.2, corresponding to a predication accuracy of 88.2%, 85.3%, and 88.2%, respectively. In addition, the AUCs for T/B in predicting microvascular invasion (mVI) and liver capsular invasion (LCI) were 0.825 and 0.788, respectively.

Conclusion

The pre-treatment 18F-FDG PET/CT is effective for predicting recurrence of HCC after LT. In addition, it demonstrates values for predicting the pathological characteristic of HCC such as pathological grade, mVI, and LCI.

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References

  1. Bray F, Ferlay J, Soerjomataram I et al (2018) Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 68(6): 394–424.

    Article  Google Scholar 

  2. Lee SH, Lee JS, Na GH et al (2017) Immunohistochemical markers for hepatocellular carcinoma prognosis after liver resection and liver transplantation. Clin Transplant. https://doi.org/10.1111/ctr.12852.

  3. Welker MW, Bechstein WO, Zeuzem S et al (2013) Recurrent hepatocellular carcinoma after liver transplantation - an emerging clinical challenge. Transpl Int 26(2): 109–118.

    Article  Google Scholar 

  4. Wong LL, Naugler WE, Schwartz J et al (2013) Impact of locoregional therapy and alpha-fetoprotein on outcomes in transplantation for liver cancer: a UNOS Region 6 pooled analysis. Clin Transplant 27(1): E72–79.

    Article  Google Scholar 

  5. Hsu CC, Chen CL, Wang CC et al (2016) Combination of FDG-PET and UCSF Criteria for Predicting HCC Recurrence After Living Donor Liver Transplantation. Transplantation 100(9): 1925–1932.

    Article  CAS  Google Scholar 

  6. Kornberg A, Schernhammer M, Friess H (2017) (18)F-FDG-PET for Assessing Biological Viability and Prognosis in Liver Transplant Patients with Hepatocellular Carcinoma. J Clin Transl Hepatol 5(3): 224–234.

    PubMed  PubMed Central  Google Scholar 

  7. Asman Y, Evenson AR, Even-Sapir E et al (2015) [18F]fludeoxyglucose positron emission tomography and computed tomography as a prognostic tool before liver transplantation, resection, and loco-ablative therapies for hepatocellular carcinoma. Liver Transpl 21(5): 572–580.

    Article  Google Scholar 

  8. Takada Y, Kaido T, Shirabe K et al (2017) Significance of preoperative fluorodeoxyglucose-positron emission tomography in prediction of tumor recurrence after liver transplantation for hepatocellular carcinoma patients: a Japanese multicenter study. J Hepatobiliary Pancreat Sci 24(1): 49–57.

    Article  Google Scholar 

  9. Hong G, Suh KS, Suh SW et al (2016)Alpha-fetoprotein and (18)F-FDG positron emission tomography predict tumor recurrence better than Milan criteria in living donor liver transplantation. J Hepatol 64(4): 852–859.

    Article  CAS  Google Scholar 

  10. Ling LL, Hsu CC, Yong CC et al (2019) FDG-PET predicted unfavorable tumor histology in living donor liver transplant recipients; a retrospective cohort study. Int J Surg 69: 124–131.

    Article  Google Scholar 

  11. Kang YK, Choi JY, Paeng JC et al (2019)Composite criteria using clinical and FDG PET/CT factors for predicting recurrence of hepatocellular carcinoma after living donor liver transplantation. Eur Radiol 29(11): 6009–6017.

    Article  Google Scholar 

  12. Fan J, Yang GS, Fu ZR et al (2009)Liver transplantation outcomes in 1,078 hepatocellular carcinoma patients: a multi-center experience in Shanghai, China. J Cancer Res Clin Oncol 135(10): 1403–1412.

    Article  Google Scholar 

  13. Torizuka T, Tamaki N, Inokuma T et al (1995) In vivo assessment of glucose metabolism in hepatocellular carcinoma with FDG-PET. J Nucl Med 36(10): 1811–1817.

    CAS  PubMed  Google Scholar 

  14. Sweeney MJ, Ashmore J, Morris HP et al (1963) Comparative Biochemistry Hepatomas. Iv. Isotope Studies of Glucose and Fructose Metabolism in Liver Tumors of Different Growth Rates. Cancer Res 23: 995–1002.

    CAS  PubMed  Google Scholar 

  15. Lee SD, Kim SH (2016) Role of positron emission tomography/computed tomography in living donor liver transplantation for hepatocellular carcinoma. Hepatobiliary Surg Nutr 5(5): 408–414.

    Article  Google Scholar 

  16. Kornberg A, Kupper B, Tannapfel A et al (2012) Patients with non-[18 F]fludeoxyglucose-avid advanced hepatocellular carcinoma on clinical staging may achieve long-term recurrence-free survival after liver transplantation. Liver Transpl 18(1): 53–61.

    Article  Google Scholar 

  17. Bailly M, Venel Y, Orain I et al (2016) 18F-FDG PET in Liver Transplantation Setting of Hepatocellular Carcinoma: Predicting Histology? Clin Nucl Med 41(3): e126–129.

    Article  Google Scholar 

  18. Lee JW, Paeng JC, Kang KW et al (2009) Prediction of tumor recurrence by 18F-FDG PET in liver transplantation for hepatocellular carcinoma. J Nucl Med 50(5): 682–687.

    Article  Google Scholar 

  19. Kim YI, Paeng JC, Cheon GJ et al (2016) Prediction of Posttransplantation Recurrence of Hepatocellular Carcinoma Using Metabolic and Volumetric Indices of 18F-FDG PET/CT. J Nucl Med 57(7): 1045–1051.

    Article  CAS  Google Scholar 

  20. Yang SH, Suh KS, Lee HW et al (2006) The role of (18)F-FDG-PET imaging for the selection of liver transplantation candidates among hepatocellular carcinoma patients. Liver Transpl 12(11): 1655–1660.

    Article  Google Scholar 

  21. Ye YF, Wang W, Wang T et al (2017) Role of [(18)F] fludeoxyglucose positron emission tomography in the selection of liver transplantation candidates in patients with hepatocellular carcinoma. Hepatobiliary Pancreat Dis Int 16(3): 257–263.

    Article  Google Scholar 

  22. Boellaard R, Krak NC, Hoekstra OS et al (2004) Effects of noise, image resolution, and ROI definition on the accuracy of standard uptake values: a simulation study. J Nucl Med 45(9): 1519–1527.

    PubMed  Google Scholar 

  23. Keyes JW, Jr (1995) SUV: standard uptake or silly useless value? J Nucl Med 36(10): 1836–1839.

    PubMed  Google Scholar 

  24. Soret M, Bacharach SL, Buvat I et al (2007) Partial-volume effect in PET tumor imaging. J Nucl Med 48(6): 932–945.

    Article  Google Scholar 

  25. Westerterp M, Pruim J, Oyen W et al (2007) Quantification of FDG PET studies using standardised uptake values in multi-centre trials: effects of image reconstruction, resolution and ROI definition parameters. Eur J Nucl Med Mol Imaging 34(3): 392–404.

    Article  Google Scholar 

  26. Jonas S, Bechstein WO, Steinmuller T et al (2001) Vascular invasion and histopathologic grading determine outcome after liver transplantation for hepatocellular carcinoma in cirrhosis. Hepatology 33(5): 1080–1086.

    Article  CAS  Google Scholar 

  27. Esnaola NF, Lauwers GY, Mirza NQ et al (2002) Predictors of microvascular invasion in patients with hepatocellular carcinoma who are candidates for orthotopic liver transplantation. J Gastrointest Surg 6(2): 224–232.

    Article  Google Scholar 

  28. Lin CY, Liao CW, Chu LY et al (2017) Predictive Value of 18F-FDG PET/CT for Vascular Invasion in Patients With Hepatocellular Carcinoma Before Liver Transplantation. Clin Nucl Med 42(4): e183–e187.

    Article  Google Scholar 

  29. Lim C, Salloum C, Chalaye J et al (2019) 18F-FDG PET/CT predicts microvascular invasion and early recurrence after liver resection for hepatocellular carcinoma: A prospective observational study. HPB (Oxford) 21(6): 739–747.

    Article  Google Scholar 

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Funding

This study was supported by the grants from the National Natural Science Foundation of China (82001863) and the Shanghai Sailing Program (19YF1408200).

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Authors and Affiliations

Authors

Contributions

JL and WM participated in research design. JL and HY participated in writing of the article and data analysis. JL and HS participated in performance of the research.

Corresponding author

Correspondence to Hongcheng Shi.

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Conflict of interest

All authors declare that they have no competing interests.

Ethical approval

This study was approved by the Ethics Committee of Zhongshan Hospital, Fudan University and conducted in strict accordance to the Declaration of Helsinki proposed in 1975 and revised in 2000. Written informed consent was waived due to its retrospective design.

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Lv, J., Yin, H., Mao, W. et al. Investigating the value of pre-treatment 18F-FDG PET/CT in predicting the pathological characteristic of hepatocellular carcinoma and recurrence after liver transplantation. Abdom Radiol 46, 2490–2497 (2021). https://doi.org/10.1007/s00261-020-02872-1

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