Skip to main content
Log in

Can diffusion-weighted imaging distinguish between benign and malignant pediatric liver tumors?

  • Original Article
  • Published:
Pediatric Radiology Aims and scope Submit manuscript

Abstract

Background

There are limited data on utility of diffusion-weighted imaging (DWI) in the evaluation of pediatric liver lesions.

Objective

To determine whether qualitative and quantitative DWI can be used to differentiate benign and malignant pediatric liver lesions.

Materials and methods

We retrospectively reviewed MRIs in children with focal liver lesions to qualitatively evaluate lesions noting diffusion restriction, T2 shine-through, increased diffusion, hypointensity on DWI and apparent diffusion coefficient (ADC) maps, and intermediate signal on both, and to measure ADC values. Pathology confirmation or a combination of clinical, laboratory and imaging features, and follow-up was used to determine final diagnosis.

Results

We included 112 focal hepatic lesions in 89 children (median age 11.5 years, 51 female), of which 92 lesions were benign and 20 malignant. Interobserver agreement was almost perfect for both qualitative (kappa 0.8735) and quantitative (intraclass correlation coefficient [ICC] 0.96) diffusion assessment. All malignant lesions showed diffusion restriction. Most benign lesions other than abscesses were not restricted. There was significant association of qualitative restriction with malignancy and non-restriction with benignancy (Fisher exact test P<0.0001). Mean normalized ADC values of malignant lesions (1.23x10−3 mm2/s) were lower than benign lesions (1.62x10−3 mm2/s; Student’s t-test, P<0.015). However, there was significant overlap of ADC between benign and malignant lesions, with wide range for each diagnosis. Receiver operating characteristic (ROC) analysis revealed an area under the curve (AUC) of 0.63 for predicting malignancy using an ADC cut-off value of ≤1.20x10−3 mm2/s, yielding a sensitivity of 78% and a specificity of 54% for differentiating malignant from benign lesions.

Conclusion

Qualitative diffusion restriction in pediatric liver lesions is a good predictor of malignancy and can help to differentiate between benign and malignant lesions, in conjunction with conventional MR sequences. Even though malignant lesions demonstrated significantly lower ADC values than benign lesions, the use of quantitative diffusion remains limited in its utility for distinguishing them because of the significant overlap and wide ranges of ADC values.

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

References

  1. Chavhan GB, Alsabban Z, Babyn PS (2014) Diffusion-weighted imaging in pediatric body MR imaging: principles, technique, and emerging applications. Radiographics 34:E73–E78

    Article  PubMed  Google Scholar 

  2. Malayeri AA, Brooks KM, Bryant LH et al (2016) National Institute of health perspective on reports of gadolinium deposition in the brain. J Am Coll Radiol 13:237–241

    Article  PubMed  PubMed Central  Google Scholar 

  3. Parikh T, Drew SJ, Lee VS et al (2008) Focal liver lesion detection and characterization with diffusion-weighted MR imaging: comparison with standard breath-hold T2-weighted imaging. Radiology 246:812–822

    Article  PubMed  Google Scholar 

  4. Koh DM, Collins DJ (2007) Diffusion-weighted MRI in the body: applications and challenges in oncology. AJR Am J Roentgenol 188:1622–1635

    Article  PubMed  Google Scholar 

  5. Qayyum A (2009) Diffusion-weighted imaging in the abdomen and pelvis: concepts and applications. Radiographics 29:1797–1810

    Article  PubMed  Google Scholar 

  6. Taouli B, Koh DM (2010) Diffusion-weighted MR imaging of the liver. Radiology 254:47–66

    Article  PubMed  Google Scholar 

  7. Taouli B, Thakur RK, Manneli L et al (2009) Renal lesions: characterization with diffusion-weighted MR imaging versus contrast-enhanced MR imaging. Radiology 251:398–407

    Article  PubMed  Google Scholar 

  8. Chen ZG, Xu L, Zhang SW et al (2015) Lesion discrimination with breath-hold hepatic diffusion-weighted imaging: a meta-analysis. World J Gastroenterol 21:1621–1627

    Article  PubMed  PubMed Central  Google Scholar 

  9. Gawande RS, Gonzalez G, Messing S et al (2013) Role of diffusion-weighted imaging in differentiating benign and malignant pediatric abdominal tumors. Pediatr Radiol 43:836–845

    Article  PubMed  Google Scholar 

  10. Jha P, Chawla SC, Tavri S et al (2009) Pediatric liver tumors — a pictorial review. Eur Radiol 19:209–219

    Article  PubMed  Google Scholar 

  11. Chung EM, Cube R, Lewis RB et al (2010) From the archives of the AFIP: pediatric liver masses: radiologic-pathologic correlation part 1. Benign tumors. Radiographics 30:801–826

    Article  PubMed  Google Scholar 

  12. Alqatie A, Mann E, Moineddin R et al (2015) Solitary liver lesions in children: interobserver agreement and accuracy of MRI diagnosis. Clin Imaging 39:442–448

    Article  PubMed  Google Scholar 

  13. Almotairi M, Oudjhane K, Chavhan GB (2015) Pediatric multifocal liver lesions evaluated by MRI. Indian J Radiol Imaging 25:296–302

    Article  PubMed  PubMed Central  Google Scholar 

  14. Song JS, Hwang SB, Chung GH et al (2016) Intra-individual, inter-vendor comparison of diffusion-weighted MR imaging of upper abdominal organs at 3.0 Tesla with an emphasis on the value of normalization with the spleen. Korean J Radiol 17:209–217

    Article  PubMed  PubMed Central  Google Scholar 

  15. Papanikolaou N, Gourtsoyianni S, Yarmenitis S et al (2010) Comparison between two-point and four-point methods for quantification of apparent diffusion coefficient of normal liver parenchyma and focal lesions. Value of normalization with spleen. Eur J Radiol 73:305–309

    Article  PubMed  Google Scholar 

  16. Valentino PL, Ling SC, Ng VL et al (2014) The role of diagnostic imaging and liver biopsy in the diagnosis of focal nodular hyperplasia in children. Liver Int 34:227–234

    Article  PubMed  Google Scholar 

  17. Chavhan GB, Mann E, Kamath BM et al (2014) Gadobenate-dimeglumine-enhanced magnetic resonance imaging for hepatic lesions in children. Pediatr Radiol 44:1266–1274

    Article  PubMed  Google Scholar 

  18. Meyers AB, Towbin AJ, Serai S et al (2011) Characterization of pediatric liver lesions with gadoxetate disodium. Pediatr Radiol 41:1183–1197

    Article  PubMed  Google Scholar 

  19. Miller FH, Hammond N, Siddiqi AJ et al (2010) Utility of diffusion-weighted MRI in distinguishing benign and malignant hepatic lesions. J Magn Reson Imaging 32:138–147

    Article  PubMed  Google Scholar 

  20. Sandrasegaran K, Akisik FM, Lin C et al (2009) The value of diffusion-weighted imaging in characterizing focal liver masses. Acad Radiol 16:1208–1214

    Article  PubMed  Google Scholar 

  21. Kim SY, Lee SS, Byun JH et al (2010) Malignant hepatic tumors: short-term reproducibility of apparent diffusion coefficients with breath-hold and respiratory-triggered diffusion-weighted MR imaging. Radiology 255:815–823

    Article  PubMed  Google Scholar 

  22. Doblas S, Wagner M, Leitao HS et al (2013) Determination of malignancy and characterization of hepatic tumor type with diffusion-weighted magnetic resonance imaging: comparison of apparent diffusion coefficient and intravoxel incoherent motion-derived measurements. Investig Radiol 48:722–728

    Article  Google Scholar 

  23. Yoon JH, Lee JM, Yu MH et al (2014) Evaluation of hepatic focal lesion using diffusion-weighted MR imaging: comparison of apparent diffusion coefficient and intravoxel incoherent motion-derived parameters. J Magn Reson Imaging 39:276–285

    Article  PubMed  Google Scholar 

  24. Zhu L, Cheng Q, Luo W et al (2015) A comparative study of apparent diffusion coefficient and intravoxel incoherent motion-derived parameters for the characterization of common solid tumors. Acta Radiol 56:1411–1418

    Article  PubMed  Google Scholar 

  25. Kakite S, Dyvorne HA, Lee KM et al (2015) Hepatocellular carcinoma: IVIM diffusion quantification for prediction of tumor necrosis compared to enhancement ratios. Eur J Radiol Open 3:1–7

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Govind B. Chavhan.

Ethics declarations

Conflicts of interest None

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Caro-Domínguez, P., Gupta, A.A. & Chavhan, G.B. Can diffusion-weighted imaging distinguish between benign and malignant pediatric liver tumors?. Pediatr Radiol 48, 85–93 (2018). https://doi.org/10.1007/s00247-017-3984-9

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00247-017-3984-9

Keywords

Navigation