Skip to main content
Log in

Evaluation of MR elastography for prediction of lymph node metastasis in prostate cancer

  • Pelvis
  • Published:
Abdominal Radiology Aims and scope Submit manuscript

Abstract

Purpose

To assess the relationship between MRE stiffness of prostate cancer (PCa) and the extent of lymph node metastasis (LNM) in patients with PCa undergoing radical prostatectomy (RP) and extended pelvic lymph node dissection (ePLND).

Materials

The local institutional review board approved this retrospective study. We retrospectively analyzed 49 patients, who had undergone MRE, mpMRI and pelvic MRI on a 3.0 T MRI scanner, with histopathological confirmed PCa after RP (from June 2015 to December 2019). For each patient, preoperative clinical data and characteristics of MRE, mpMRI and pelvic MRI were recorded. Independent-samples t test, univariate and multivariate logistic regression analyses were performed. And receiver operating characteristic (ROC) analysis were performed to compare the diagnostic performances of multivariate models with the Briganti 2019 nomogram.

Results

PCa MRE stiffness and maximum diameter were independent predictors of LNM. When PCa MRE stiffness at 60 Hz (odds ratio [OR] = 20.223, P = 0.013) and maximum diameter (OR = 4.575, P = 0.046) were combined, the sensitivity and specificity were 100% and 91.9% to predict LNM. When PCa MRE stiffness at 90 Hz (OR = 7.920, P = 0.013) and maximum diameter (OR = 2.810, P = 0.045) were combined, the sensitivity and specificity were 100% and 86.5% to predict LNM. The areas under curves (AUCs) of the combinations were higher than the AUC of the Briganti 2019 nomogram (0.982 vs. 0.904, P = 0.040 [60 Hz]; 0.975 vs. 0.904, P = 0.060 [90 Hz], respectively).

Conclusions

MRE-based assessment of PCa stiffness may be useful for predicting LNM of PCa preoperatively and noninvasively.

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
Fig. 5
Fig. 6

Similar content being viewed by others

Abbreviations

MRE:

MR elastography

mpMRI:

Multi-parametric MRI

PCa:

Prostate cancer

LNM:

Lymph node metastasis

RP:

Radical prostatectomy

ePLND:

Extended pelvic lymph node dissection

ECM:

Extracellular matrix

Reference

  1. Cuzick J, Thorat MA, Andriole G, Brawley OW, Brown PH, Culig Z, Eeles RA, Ford LG, Hamdy FC, Holmberg L, Ilic D, Key TJ, La Vecchia C, Lilja H, Marberger M, Meyskens FL, Minasian LM, Parker C, Parnes HL, Perner S, Rittenhouse H, Schalken J, Schmid HP, Schmitz-Drager BJ, Schroder FH, Stenzl A, Tombal B, Wilt TJ, Wolk A (2014) Prevention and early detection of prostate cancer. Lancet Oncol 15 (11):e484–492. https://doi.org/10.1016/S1470-2045(14)70211-6

  2. Cagiannos I, Karakiewicz P, Eastham JA, Ohori M, Rabbani F, Gerigk C, Reuter V, Graefen M, Hammerer PG, Erbersdobler A, Huland H, Kupelian P, Klein E, Quinn DI, Henshall SM, Grygiel JJ, Sutherland RL, Stricker PD, Morash CG, Scardino PT, Kattan MW (2003) A preoperative nomogram identifying decreased risk of positive pelvic lymph nodes in patients with prostate cancer. J Urol 170 (5):1798–1803. https://doi.org/10.1097/01.ju.0000091805.98960.13

  3. Fossati N, Willemse PM, Van den Broeck T, van den Bergh RCN, Yuan CY, Briers E, Bellmunt J, Bolla M, Cornford P, De Santis M, MacPepple E, Henry AM, Mason MD, Matveev VB, van der Poel HG, van der Kwast TH, Rouviere O, Schoots IG, Wiegel T, Lam TB, Mottet N, Joniau S (2017) The Benefits and Harms of Different Extents of Lymph Node Dissection During Radical Prostatectomy for Prostate Cancer: A Systematic Review. Eur Urol 72 (1):84–109. https://doi.org/10.1016/j.eururo.2016.12.003

  4. Crehange G, Chen CP, Hsu CC, Kased N, Coakley FV, Kurhanewicz J, Roach M, 3rd (2012) Management of prostate cancer patients with lymph node involvement: a rapidly evolving paradigm. Cancer Treat Rev 38 (8):956–967. https://doi.org/10.1016/j.ctrv.2012.05.005

  5. Hovels AM, Heesakkers RA, Adang EM, Jager GJ, Strum S, Hoogeveen YL, Severens JL, Barentsz JO (2008) The diagnostic accuracy of CT and MRI in the staging of pelvic lymph nodes in patients with prostate cancer: a meta-analysis. Clin Radiol 63 (4):387–395. https://doi.org/10.1016/j.crad.2007.05.022

  6. von Below C, Daouacher G, Wassberg C, Grzegorek R, Gestblom C, Sorensen J, Ahlstrom H, Walden M (2016) Validation of 3 T MRI including diffusion-weighted imaging for nodal staging of newly diagnosed intermediate- and high-risk prostate cancer. Clin Radiol 71 (4):328–334. https://doi.org/10.1016/j.crad.2015.12.001

  7. Czarniecki M, Caglic I, Grist JT, Gill AB, Lorenc K, Slough RA, Priest AN, Barrett T (2018) Role of PROPELLER-DWI of the prostate in reducing distortion and artefact from total hip replacement metalwork. Eur J Radiol 102:213–219. https://doi.org/10.1016/j.ejrad.2018.03.021

  8. Winter A, Woenkhaus J, Wawroschek F (2014) A novel method for intraoperative sentinel lymph node detection in prostate cancer patients using superparamagnetic iron oxide nanoparticles and a handheld magnetometer: the initial clinical experience. Ann Surg Oncol 21 (13):4390–4396. https://doi.org/10.1245/s10434-014-4024-8

  9. Chang CH, Wu HC, Tsai JJ, Shen YY, Changlai SP, Kao A (2003) Detecting metastatic pelvic lymph nodes by 18F-2-deoxyglucose positron emission tomography in patients with prostate-specific antigen relapse after treatment for localized prostate cancer. Urol Int 70 (4):311–315. https://doi.org/10.1159/000070141

  10. Muteganya R, Goldman S, Aoun F, Roumeguere T, Albisinni S (2018) Current Imaging Techniques for Lymph Node Staging in Prostate Cancer: A Review. Front Surg 5:74. https://doi.org/10.3389/fsurg.2018.00074

  11. Phipps S, Yang TH, Habib FK, Reuben RL, McNeill SA (2005) Measurement of tissue mechanical characteristics to distinguish between benign and malignant prostatic disease. Urology 66 (2):447–450. https://doi.org/10.1016/j.urology.2005.03.017

  12. Yuan S, Magarik M, Lex AM, Fleischer AC (2016) Clinical applications of sonoelastography. Expert Rev Med Devices 13 (12):1107–1117. https://doi.org/10.1080/17434440.2016.1257938

  13. Koh J, Jung DC, Oh YT, Yoo MG, Noh S, Han KH, Rha KH, Choi YD, Hong SJ (2015) Additional Targeted Biopsy in Clinically Suspected Prostate Cancer: Prospective Randomized Comparison between Contrast-Enhanced Ultrasound and Sonoelastography Guidance. Ultrasound Med Biol 41 (11):2836–2841. https://doi.org/10.1016/j.ultrasmedbio.2015.06.024

  14. Woo S, Suh CH, Kim SY, Cho JY, Kim SH (2017) Shear-Wave Elastography for Detection of Prostate Cancer: A Systematic Review and Diagnostic Meta-Analysis. AJR Am J Roentgenol 209 (4):806–814. https://doi.org/10.2214/AJR.17.18056

  15. Sarvazyan A, Hall TJ, Urban MW, Fatemi M, Aglyamov SR, Garra BS (2011) An Overview of Elastography - an Emerging Branch of Medical Imaging. Curr Med Imaging Rev 7 (4):255–282

  16. Venkatesh SK, Ehman RL (2015) Magnetic resonance elastography of abdomen. Abdom Imaging 40 (4):745–759. https://doi.org/10.1007/s00261-014-0315-6

  17. Wang J, Deng Y, Jondal D, Woodrum DM, Shi Y, Yin M, Venkatesh SK (2018) New and Emerging Applications of Magnetic Resonance Elastography of Other Abdominal Organs. Top Magn Reson Imaging 27 (5):335–352. https://doi.org/10.1097/RMR.0000000000000182

  18. Loomba R, Wolfson T, Ang B, Hooker J, Behling C, Peterson M, Valasek M, Lin G, Brenner D, Gamst A, Ehman R, Sirlin C (2014) Magnetic resonance elastography predicts advanced fibrosis in patients with nonalcoholic fatty liver disease: a prospective study. Hepatology 60 (6):1920–1928. https://doi.org/10.1002/hep.27362

  19. Yasar TK, Wagner M, Bane O, Besa C, Babb JS, Kannengiesser S, Fung M, Ehman RL, Taouli B (2016) Interplatform reproducibility of liver and spleen stiffness measured with MR elastography. J Magn Reson Imaging 43 (5):1064–1072. https://doi.org/10.1002/jmri.25077

  20. Kirpalani A, Hashim E, Leung G, Kim JK, Krizova A, Jothy S, Deeb M, Jiang NN, Glick L, Mnatzakanian G, Yuen DA (2017) Magnetic Resonance Elastography to Assess Fibrosis in Kidney Allografts. Clin J Am Soc Nephrol 12 (10):1671–1679. https://doi.org/10.2215/CJN.01830217

  21. Kolipaka A, Schroeder S, Mo X, Shah Z, Hart PA, Conwell DL (2017) Magnetic resonance elastography of the pancreas: Measurement reproducibility and relationship with age. Magn Reson Imaging 42:1–7. https://doi.org/10.1016/j.mri.2017.04.015

  22. Thormer G, Reiss-Zimmermann M, Otto J, Hoffmann KT, Moche M, Garnov N, Kahn T, Busse H (2013) Novel technique for MR elastography of the prostate using a modified standard endorectal coil as actuator. J Magn Reson Imaging 37 (6):1480–1485. https://doi.org/10.1002/jmri.23850

  23. Sahebjavaher RS, Baghani A, Honarvar M, Sinkus R, Salcudean SE (2013) Transperineal prostate MR elastography: initial in vivo results. Magn Reson Med 69 (2):411–420. https://doi.org/10.1002/mrm.24268

  24. Chopra R, Arani A, Huang Y, Musquera M, Wachsmuth J, Bronskill M, Plewes D (2009) In vivo MR elastography of the prostate gland using a transurethral actuator. Magn Reson Med 62 (3):665–671. https://doi.org/10.1002/mrm.22038

  25. Sahebjavaher RS, Nir G, Gagnon LO, Ischia J, Jones EC, Chang SD, Yung A, Honarvar M, Fazli L, Goldenberg SL, Rohling R, Sinkus R, Kozlowski P, Salcudean SE (2015) MR elastography and diffusion-weighted imaging of ex vivo prostate cancer: quantitative comparison to histopathology. NMR Biomed 28 (1):89–100. https://doi.org/10.1002/nbm.3203

  26. Li S, Chen M, Wang W, Zhao W, Wang J, Zhao X, Zhou C (2011) A feasibility study of MR elastography in the diagnosis of prostate cancer at 3.0T. Acta Radiol 52 (3):354–358. https://doi.org/10.1258/ar.2010.100276

  27. Dittmann F, Reiter R, Guo J, Haas M, Asbach P, Fischer T, Braun J, Sack I (2018) Tomoelastography of the prostate using multifrequency MR elastography and externally placed pressurized-air drivers. Magn Reson Med 79 (3):1325–1333. https://doi.org/10.1002/mrm.26769

  28. Manduca A, Oliphant TE, Dresner MA, Mahowald JL, Kruse SA, Amromin E, Felmlee JP, Greenleaf JF, Ehman RL (2001) Magnetic resonance elastography: non-invasive mapping of tissue elasticity. Med Image Anal 5 (4):237–254. https://doi.org/10.1016/s1361-8415(00)00039-6

  29. Yin M, Rouviere O, Glaser KJ, Ehman RL (2008) Diffraction-biased shear wave fields generated with longitudinal magnetic resonance elastography drivers. Magn Reson Imaging 26 (6):770–780. https://doi.org/10.1016/j.mri.2008.01.019

  30. Arunachalam SP, Rossman PJ, Arani A, Lake DS, Glaser KJ, Trzasko JD, Manduca A, McGee KP, Ehman RL, Araoz PA (2017) Quantitative 3D magnetic resonance elastography: Comparison with dynamic mechanical analysis. Magn Reson Med 77 (3):1184–1192. https://doi.org/10.1002/mrm.26207

  31. Turkbey B, Rosenkrantz AB, Haider MA, Padhani AR, Villeirs G, Macura KJ, Tempany CM, Choyke PL, Cornud F, Margolis DJ, Thoeny HC, Verma S, Barentsz J, Weinreb JC (2019) Prostate Imaging Reporting and Data System Version 2.1: 2019 Update of Prostate Imaging Reporting and Data System Version 2. Eur Urol. https://doi.org/10.1016/j.eururo.2019.02.033

  32. Gandaglia G, Ploussard G, Valerio M, Mattei A, Fiori C, Fossati N, Stabile A, Beauval JB, Malavaud B, Roumiguie M, Robesti D, Dell'Oglio P, Moschini M, Zamboni S, Rakauskas A, De Cobelli F, Porpiglia F, Montorsi F, Briganti A (2019) A Novel Nomogram to Identify Candidates for Extended Pelvic Lymph Node Dissection Among Patients with Clinically Localized Prostate Cancer Diagnosed with Magnetic Resonance Imaging-targeted and Systematic Biopsies. Eur Urol 75 (3):506–514. https://doi.org/10.1016/j.eururo.2018.10.012

  33. Asbach P, Ro SR, Aldoj N, Snellings J, Reiter R, Lenk J, Kohlitz T, Haas M, Guo J, Hamm B, Braun J, Sack I (2020) In Vivo Quantification of Water Diffusion, Stiffness, and Tissue Fluidity in Benign Prostatic Hyperplasia and Prostate Cancer. Invest Radiol 55 (8):524-530. https://doi.org/10.1097/RLI.0000000000000685

  34. Reiter R, Majumdar S, Kearney S, Kajdacsy-Balla A, Macias V, Crivellaro S, Caldwell B, Abern M, Royston TJ, Klatt D (2020) Prostate cancer assessment using MR elastography of fresh prostatectomy specimens at 9.4 T. Magn Reson Med 84 (1):396-404. https://doi.org/10.1002/mrm.28127

  35. Pepin KM, Ehman RL, McGee KP (2015) Magnetic resonance elastography (MRE) in cancer: Technique, analysis, and applications. Prog Nucl Magn Reson Spectrosc 90-91:32-48. https://doi.org/10.1016/j.pnmrs.2015.06.001

  36. Chen J, Alexander JS, Orr AW (2012) Integrins and their extracellular matrix ligands in lymphangiogenesis and lymph node metastasis. Int J Cell Biol 2012:853703. https://doi.org/10.1155/2012/853703

  37. Mottet N, Bellmunt J, Bolla M, Briers E, Cumberbatch MG, De Santis M, Fossati N, Gross T, Henry AM, Joniau S, Lam TB, Mason MD, Matveev VB, Moldovan PC, van den Bergh RCN, Van den Broeck T, van der Poel HG, van der Kwast TH, Rouviere O, Schoots IG, Wiegel T, Cornford P (2017) EAU-ESTRO-SIOG Guidelines on Prostate Cancer. Part 1: Screening, Diagnosis, and Local Treatment with Curative Intent. Eur Urol 71 (4):618-629. https://doi.org/10.1016/j.eururo.2016.08.003

Download references

Funding

The authors state that this study has received funding by National Natural Science Foundation of China grant 91959118 (JW), Science and Technology Program of Guangzhou, China grant 201704020016 (JW), SKY Radiology Department International Medical Research Foundation of China Z-2014-07-1912-15 (JW), Clinical Research Foundation of the 3rd Affiliated Hospital of Sun Yat-sen University YHJH201901 (JW) and Key Research and Development Program of Guangdong Province 2019B020235002 (JW).

Author information

Authors and Affiliations

Authors

Contributions

Dr. BH and Dr. YD contributed equally to the study concept and design, acquisition of data, statistical analysis, analysis and interpretation of data, drafting of the manuscript, and critical revision of the manuscript for important intellectual content.

Corresponding author

Correspondence to Jin Wang.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 19 KB)

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 1167 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hu, B., Deng, Y., Chen, J. et al. Evaluation of MR elastography for prediction of lymph node metastasis in prostate cancer. Abdom Radiol 46, 3387–3400 (2021). https://doi.org/10.1007/s00261-021-02982-4

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00261-021-02982-4

Keywords

Navigation