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A lesson in humility: the added values of PET-MRI over PET-CT in detecting malignant hepatic lesions

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Abstract

Purpose

The recent introduction of integrated PET-MRI systems into practice seems promising in oncologic imaging, and efforts are made to specify their added values. The current study evaluates the added values of PET-MRI over PET-CT in detecting active malignant hepatic lesions.

Methods

As part of an ongoing prospective study in our institution that assesses the added values of PET-MRI, subjects undergo PET-CT and subsequent PET-MRI after single radiotracer injection. The current study included 97 pairs of whole-body PET-CT and liver PET-MRI scans, of 61 patients (19/61 had ≥ 2 paired scans), all performed with [18F]FDG and interpreted as showing active malignant hepatic involvement. Primary malignancies were of colorectal/biliary/pancreatic/breast/other origins in 19/9/9/7/17 patients. Monitoring response to therapy was the indication in 86/97 cases. When PET-MRI detected additional malignant lesions over PET-CT, lesions size, their characteristics on PET-MRI, and the influence on the final report were recorded.

Results

In 37/97 (38.1%) cases, a total of 78 malignant lesions were identified on PET-MRI but not on PET-CT: 19 lesions (11 cases) were identified on PET of PET-MRI but not on PET of PET-CT; 37 lesions (14 cases) were small (≤ 0.8 cm) and identified on MRI only; 22 lesions (12 cases) were > 0.8 cm, had low/no [18F]FDG uptake, but were categorized as viable based on MRI. These 78 lesions caused major effect on final reports in 11/97 (11.3%) cases, changing reported response assessment category (10/86 cases) or defining malignant hepatic disease on staging/restaging scans (1/11 cases).

Conclusion

PET-MRI offers several advantages over PET-CT in assessing the extent and response to therapy of malignant hepatic involvement. Additional malignant lesions detected on PET-MRI are attributed to superior PET performance (compared with PET of PET-CT), greater spatial resolution provided by MRI, and improved multi-parametric viability assessment. In around one-tenth of cases, findings identified on PET-MRI but not on PET-CT significantly change the final report’s conclusion.

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Data availability

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

Abbreviations

[18F]FDG:

18F-fluorodeoxyglucose

PET-MRI:

Positron emission tomography-magnetic resonance imaging

PET-CT:

Positron emission tomography-computed tomography

DWI:

Diffusion-weighted imaging

ADC:

Apparent diffusion coefficient

DCE:

Dynamic contrast enhanced

TOF:

Time of flight

Pv:

P-Value

IQR:

Interquartile range

References

  1. Hectors SJ, Wagner M, Besa C, Huang W, Taouli B. Multiparametric FDG-PET/MRI of hepatocellular carcinoma: initial experience. Contrast Media Mol Imaging. 2018;3:2018.

    Google Scholar 

  2. Bipat S, van Leeuwen MS, Comans EF, Pijl ME, Bossuyt PM, Zwinderman AH, Stoker J. Colorectal liver metastases: CT, MR imaging, and PET for diagnosis. Meta-analysis. In Database of abstracts of reviews of effects (DARE): quality-assessed reviews [Internet] 2005. Centre for Reviews and Dissemination (UK).

  3. Niekel MC, Bipat S, Stoker J. Diagnostic imaging of colorectal liver metastases with CT, MR imaging, FDG PET, and/or FDG PET/CT: a meta-analysis of prospective studies including patients who have not previously undergone treatment. In Database of abstracts of reviews of effects (DARE): quality-assessed reviews [Internet] 2010. Centre for Reviews and Dissemination (UK).

  4. Floriani I, Torri V, Rulli E, Garavaglia D, Compagnoni A, Salvolini L, Giovagnoni A. Performance of imaging modalities in diagnosis of liver metastases from colorectal cancer: a systematic review and meta-analysis. J Magn Reson Imaging. 2010;31(1):19–31.

    Article  PubMed  Google Scholar 

  5. Vilgrain V, Esvan M, Ronot M, Caumont-Prim A, Aubé C, Chatellier G. A meta-analysis of diffusion-weighted and gadoxetic acid-enhanced MR imaging for the detection of liver metastases. Eur Radiol. 2016;26(12):4595–615.

    Article  PubMed  Google Scholar 

  6. Renzulli M, Clemente A, Ierardi AM, Pettinari I, Tovoli F, Brocchi S, Peta G, Cappabianca S, Carrafiello G, Golfieri R. Imaging of colorectal liver metastases: new developments and pending issues. Cancers. 2020;12(1):151.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Tahtabasi M, Erturk SM, Basak M. Comparison of MRI and 18F-FDG PET/CT in the liver metastases of gastrointestinal and pancreaticobiliary tumors. Med Bull Sisli Etfal Hosp. 2021;55(1):12.

    Google Scholar 

  8. Yong TW, Yuan ZZ, Jun Z, Lin Z, He WZ, Juanqi Z. Sensitivity of PET/MR images in liver metastases from colorectal carcinoma. Hell J Nucl Med. 2011;14(3):264–8.

    PubMed  Google Scholar 

  9. Donati OF, Hany TF, Reiner CS, von Schulthess GK, Marincek B, Seifert B, Weishaupt D. Value of retrospective fusion of PET and MR images in detection of hepatic metastases: comparison with 18F-FDG PET/CT and Gd-EOB-DTPA–enhanced MRI. J Nucl Med. 2010;51(5):692–9.

    Article  PubMed  Google Scholar 

  10. Brendle C, Schwenzer NF, Rempp H, Schmidt H, Pfannenberg C, La Fougère C, Nikolaou K, Schraml C. Assessment of metastatic colorectal cancer with hybrid imaging: comparison of reading performance using different combinations of anatomical and functional imaging techniques in PET/MRI and PET/CT in a short case series. Eur J Nucl Med Mol Imaging. 2016;43(1):123–32.

    Article  CAS  PubMed  Google Scholar 

  11. Zhou N, Guo X, Sun H, Yu B, Zhu H, Li N, Yang Z. The value of 18F-FDG PET/CT and abdominal PET/MRI as a one-stop protocol in patients with potentially resectable colorectal liver metastases. Front Oncol. 2021;11:714948. https://doi.org/10.3389/fonc.2021.714948.

  12. Zhou N, Meng X, Zhang Y, Yu B, Yuan J, Yu J, Zhu H, Yang Z. Diagnostic value of delayed PET/MR in liver metastasis in comparison with PET/CT. Front Oncol. 2021;11:717687. https://doi.org/10.3389/fonc.2021.717687

  13. Beiderwellen K, Geraldo L, Ruhlmann V, Heusch P, Gomez B, Nensa F, Umutlu L, Lauenstein TC. Accuracy of [18F] FDG PET/MRI for the detection of liver metastases. PLoS One. 2015;10(9): e0137285.

    Article  PubMed  PubMed Central  Google Scholar 

  14. Yoshino T, Arnold D, Taniguchi H, Pentheroudakis G, Yamazaki K, Xu RH, Kim TW, Ismail F, Tan IB, Yeh KH, Grothey A. Pan-Asian adapted ESMO consensus guidelines for the management of patients with metastatic colorectal cancer: a JSMO–ESMO initiative endorsed by CSCO, KACO, MOS SSO and TOS. Annals Oncol. 2018;29(1):44–70.

    Article  CAS  Google Scholar 

  15. National Comprehensive Cancer Network. NCCN clinical practice guidelines in oncology colon cancer version 1. 2020. Available online: https://www.nccn.org/professionals/physician_gls/pdf/colon.pdf. Accessed 13 Nov 2022.

  16. Martin O, Schaarschmidt BM, Kirchner J, Suntharalingam S, Grueneisen J, Demircioglu A, et al. PET/MRI versus PET/CT in whole-body staging: results from a unicenter observational study in 1003 subsequent examinations. J Nucl Med. 2020;61(8):1131–6.

    Article  CAS  PubMed  Google Scholar 

  17. Mayerhoefer ME, Prosch H, Beer L, Tamandl D, Beyer T, Hoeller C, Berzaczy D, Raderer M, Preusser M, Hochmair M, Kiesewetter B. PET/MRI versus PET/CT in oncology: a prospective single-center study of 330 examinations focusing on implications for patient management and cost considerations. Eur J Nucl Med Mol Imaging. 2020;47(1):51–60.

    Article  CAS  PubMed  Google Scholar 

  18. Musafargani S, Ghosh KK, Mishra S, Mahalakshmi P, Padmanabhan P, Gulyás B. PET/MRI: a frontier in era of complementary hybrid imaging. Eur J Hybrid Imaging. 2018;2(1):1–28.

    Article  Google Scholar 

  19. Torrado-Carvajal A, Catana C. PET/MRI: technical and methodological aspects. Clinical PET/MRI. 2023;1:1–33.

    Google Scholar 

  20. GE Healthcare. SIGNA™ PET/MR technical data. http://promed-sa.com/wp-content/uploads/2020/08/PET-MR_Datasheet_DOC1545629.pdf. Accessed 13 Nov 2022.

  21. Hamberg LM, Hunter GJ, Alpert NM, Choi NC, Babich JW, Fischman AJ. The dose uptake ratio as an index of glucose metabolism: useful parameter or oversimplification? J Nucl Med. 1994;35(8):1308–12.

    CAS  PubMed  Google Scholar 

  22. Thie JA, Hubner KF, Smith GT. Optimizing imaging time for improved performance in oncology PET studies. Mol Imag Biol. 2002;4(3):238–44.

    Article  Google Scholar 

  23. Boellaard R, Delgado-Bolton R, Oyen WJ, Giammarile F, Tatsch K, Eschner W, Verzijlbergen FJ, Barrington SF, Pike LC, Weber WA, Stroobants S. FDG PET/CT: EANM procedure guidelines for tumour imaging: version 2.0. Eur J Nucl Med Mol Imaging. 2015;42(2):328–54.

    Article  CAS  PubMed  Google Scholar 

  24. Lasnon C, Coudrais N, Houdu B, Nganoa C, Salomon T, Enilorac B, Aide N. How fast can we scan patients with modern (digital) PET/CT systems? Eur J Radiol. 2020;1(129): 109144.

    Article  Google Scholar 

  25. Fragoso Costa P, Jentzen W, Brahmer A, Mavroeidi IA, Zarrad F, Umutlu L, Fendler WP, Rischpler C, Herrmann K, Conti M, Seifert R. Phantom-based acquisition time and image reconstruction parameter optimisation for oncologic FDG PET/CT examinations using a digital system. BMC Cancer. 2022;22(1):1–8.

    Article  Google Scholar 

  26. Pan T, Einstein SA, Kappadath SC, Grogg KS, Lois Gomez C, Alessio AM, Hunter WC, El Fakhri G, Kinahan PE, Mawlawi OR. Performance evaluation of the 5-ring GE discovery MI PET/CT system using the national electrical manufacturers association NU 2–2012 standard. Med Phys. 2019;46(7):3025–33.

    Article  PubMed  PubMed Central  Google Scholar 

  27. Levin C, Peterson W, Ross S, Stearns C, Uribe J. PET performance as a function of axial field of view for a new silicon photomultiplier-based whole body TOF PET/CT system. J Nucl Med. 2016;57(suppl 2):200.

    Google Scholar 

  28. Wagenknecht G, Kaiser HJ, Mottaghy FM, Herzog H. MRI for attenuation correction in PET: methods and challenges. Magn Reson Mater Phys, Biol Med. 2013;26(1):99–113.

    Article  Google Scholar 

  29. Kostakoglu L, Goldsmith SJ. 18F-FDG PET evaluation of the response to therapy for lymphoma and for breast, lung, and colorectal carcinoma. J Nucl Med. 2003;44(2):224–39.

    PubMed  Google Scholar 

  30. Glazer ES, Beaty K, Abdalla EK, Vauthey JN, Curley SA. Effectiveness of positron emission tomography for predicting chemotherapy response in colorectal cancer liver metastases. Arch Surg. 2010;145(4):340–5.

    Article  PubMed  Google Scholar 

  31. Akhurst T, Kates TJ, Mazumdar M, Yeung H, Riedel ER, Burt BM, Blumgart L, Jarnagin W, Larson SM, Fong Y. Recent chemotherapy reduces the sensitivity of [18F] fluorodeoxyglucose positron emission tomography in the detection of colorectal metastases. J Clin Oncol. 2005;23(34):8713–6.

    Article  PubMed  Google Scholar 

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Acknowledgements

We thank our department’s research assistants Irina Dana and Liron Maor for their assistance in conducting this study, and the anonymous reviewers of the European Journal of Nuclear Medicine and Molecular Imaging for their insightful feedbacks.

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Correspondence to Dan Cohen.

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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. All patients were enrolled as part of an ongoing prospective study to evaluate the added values of PET-MRI over PET-CT in the imaging of various malignancies (ClinicalTrials.gov identifier: NCT04158414, registered November 8, 2019). This study was approved by the institutional review board (Reference ID 0568–19-TLV), and all participating patients gave written informed consent.

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Cohen, D., Kesler, M., Muchnik Kurash, M. et al. A lesson in humility: the added values of PET-MRI over PET-CT in detecting malignant hepatic lesions. Eur J Nucl Med Mol Imaging 50, 1423–1433 (2023). https://doi.org/10.1007/s00259-022-06099-8

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