Skip to main content

Advertisement

Log in

Preoperative grading of supratentorial nonenhancing gliomas by high b-value diffusion-weighted 3 T magnetic resonance imaging

  • Clinical Study
  • Published:
Journal of Neuro-Oncology Aims and scope Submit manuscript

Abstract

The purpose of this study was to determine the difference in discrimination between high- and low-grade supratentorial nonenhancing gliomas (HGGs and LGGs, respectively) when using apparent diffusion coefficient (ADC) values with high or standard b-value. Thirty-nine patients underwent conventional magnetic resonance imaging and diffusion-weighted imaging (DWI) with standard and high b-values (b = 1000 and 3000 s/mm2, respectively). Minimum, maximum, and mean ADC values (ADCMIN, ADCMAX, and ADCMEAN, respectively) were measured from ADC maps with both b-values. Receiver operating curve analysis was used to determine the cutoff ADC values for distinguishing between nonenhancing HGGs and LGGs. ADCMIN, ADCMAX, and ADCMEAN values for the nonenhancing HGGs were lower than those for LGGs. These differences were much larger when a high b-value was used (all P < 0.0001) than when a standard b-value was used (P = 0.0001, <0.0001, and <0.0001, respectively). Discriminant analysis indicated that the greatest likelihood for discriminating HGGs and LGGs when ADCMEAN was obtained with a high b-value, with cutoff value of 0.814 × 10−3 mm2/s. ADC values obtained with a high b-value can be useful for grading and surgical management of nonenhancing HGGs and LGGs. The lowest degree of overlap was obtained when ADCMEAN was determined with a b-value of 3000 s/mm2.

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

Similar content being viewed by others

References

  1. Fan GG, Deng QL, Wu ZH, Guo QY (2006) Usefulness of diffusion/perfusion-weighted MRI in patients with non-enhancing supratentorial brain gliomas: a valuable tool to predict tumour grading? Br J Radiol 79(944):652–658. doi:10.1259/bjr/25349497

    Article  CAS  PubMed  Google Scholar 

  2. White ML, Zhang Y, Kirby P, Ryken TC (2005) Can tumor contrast enhancement be used as a criterion for differentiating tumor grades of oligodendrogliomas? Am J Neuroradiol 26(4):784–790

    PubMed  Google Scholar 

  3. Fouke SJ, Benzinger T, Gibson D, Ryken TC, Kalkanis SN, Olson JJ (2015) The role of imaging in the management of adults with diffuse low grade glioma. J Neurooncol 125(11):457–479. doi:10.1007/s11060-015-1908-9

    Article  PubMed  Google Scholar 

  4. Lee J, Choi SH, Kim JH, Sohn CH, Lee S, Jeong J (2014) Glioma grading using apparent diffusion coefficient map: application of histogram analysis based on automatic segmentation. NMR Biomed 27(7):1046–1052. doi:10.1002/nbm.3153

    Article  PubMed  Google Scholar 

  5. Yamasaki F, Kurisu K, Satoh K, Arita K, Sugiyama K, Ohtaki M, Takaba J, Tominaga A, Hanaya R, Yoshioka H, Hama S, Ito Y, Kajiwara Y, Yahara K, Saito T, Thohar MA (2005) Apparent diffusion coefficient of human brain tumors at MR imaging. Radiology 235(3):985–991. doi:10.1148/radiol.2353031338

    Article  PubMed  Google Scholar 

  6. Seo HS, Chang KH, Na DG, Kwon BJ, Lee DH (2008) High b-value diffusion (b = 3000 s/mm2) MR imaging in cerebral gliomas at 3 T: visual and quantitative comparisons with b = 1000 s/mm2. Am J Neuroradiol 29(3):458–463. doi:10.3174/ajnr.A0842

    Article  CAS  PubMed  Google Scholar 

  7. Liu Z, Xiao X (2013) The use of multi b values diffusion-weighted imaging in patients with acute stroke. Neuroradiology 55(3):371–376. doi:10.1007/s00234-012-1129-2

    Article  PubMed  Google Scholar 

  8. Watanabe Y, Yamasaki F, Kajiwara Y, Takayasu T, Nosaka R, Akiyama Y, Sugiyama K, Kurisu K (2013) Preoperative histological grading of meningiomas using apparent diffusion coefficient at 3 T MRI. Eur J Radiol 82(4):658–663. doi:10.1016/j.ejrad.2012.11.037

    Article  PubMed  Google Scholar 

  9. Cihangiroglu M, Citci B, Kilickesmez O, Firat Z, Karlikaya G, Ulug AM, Bingol CA, Kovanlikaya I (2011) The utility of high b-value DWI in evaluation of ischemic stroke at 3 T. Eur J Radiol 78(1):75–81. doi:10.1016/j.ejrad.2009.10.011

    Article  PubMed  Google Scholar 

  10. Purroy F, Begue R, Quilez A, Sanahuja J, Gil MI (2013) Contribution of high-b-value diffusion-weighted imaging in determination of brain ischemia in transient ischemic attack patients. J Neuroimaging 23(1):33–38. doi:10.1111/j.1552-6569.2011.00696.x

    Article  PubMed  Google Scholar 

  11. Hyare H, Thornton J, Stevens J, Mead S, Rudge P, Collinge J, Yousry TA, Jager HR (2010) High-b-value diffusion MR imaging and basal nuclei apparent diffusion coefficient measurements in variant and sporadic Creutzfeldt-Jakob disease. Am J Neuroradiol 31(3):521–526. doi:10.3174/ajnr.A1860

    Article  CAS  PubMed  Google Scholar 

  12. Riva-Amarante E, Jimenez-Huete A, Toledano R, Calero M, Alvarez-Linera J, Escribano J, Sanchez Migallon MJ, Franch O (2011) Usefulness of high b-value diffusion-weighted MRI in the diagnosis of Creutzfeldt-Jakob disease. Neurologia 26(6):331–336. doi:10.1016/j.nrl.2010.12.003

    Article  CAS  PubMed  Google Scholar 

  13. Yamasaki F, Kurisu K, Aoki T, Yamanaka M, Kajiwara Y, Watanabe Y, Takayasu T, Akiyama Y, Sugiyama K (2012) Advantages of high b-value diffusion-weighted imaging to diagnose pseudo-responses in patients with recurrent glioma after bevacizumab treatment. Eur J Radiol 81(10):2805–2810. doi:10.1016/j.ejrad.2011.10.018

    Article  PubMed  Google Scholar 

  14. Yoshiura T, Mihara F, Tanaka A, Ogomori K, Ohyagi Y, Taniwaki T, Yamada T, Yamasaki T, Ichimiya A, Kinukawa N, Kuwabara Y, Honda H (2003) High b value diffusion-weighted imaging is more sensitive to white matter degeneration in Alzheimer’s disease. Neuroimage 20(1):413–419

    Article  PubMed  Google Scholar 

  15. Han H, Han C, Huang S, Guo J, Zhuang X (2014) Comparison of diffusion-weighted imaging between high and standard b-values for primary central nervous system lymphoma. Clin Radiol 69(9):974–979. doi:10.1016/j.crad.2014.05.002

    Article  CAS  PubMed  Google Scholar 

  16. Kang Y, Choi SH, Kim YJ, Kim KG, Sohn CH, Kim JH, Yun TJ, Chang KH (2011) Gliomas: Histogram analysis of apparent diffusion coefficient maps with standard- or high-b-value diffusion-weighted MR imaging–correlation with tumor grade. Radiology 261(3):882–890. doi:10.1148/radiol.11110686

    Article  PubMed  Google Scholar 

  17. Lee EJ, Lee SK, Agid R, Bae JM, Keller A, Terbrugge K (2008) Preoperative grading of presumptive low-grade astrocytomas on MR imaging: diagnostic value of minimum apparent diffusion coefficient. Am J Neuroradiol 29(10):1872–1877. doi:10.3174/ajnr.A1254

    Article  CAS  PubMed  Google Scholar 

  18. Barker FG 2nd, Chang SM, Huhn SL, Davis RL, Gutin PH, McDermott MW, Wilson CB, Prados MD (1997) Age and the risk of anaplasia in magnetic resonance-nonenhancing supratentorial cerebral tumors. Cancer 80(5):936–941

    Article  PubMed  Google Scholar 

  19. Scott JN, Brasher PM, Sevick RJ, Rewcastle NB, Forsyth PA (2002) How often are nonenhancing supratentorial gliomas malignant? A population study. Neurology 59(6):947–949

    Article  CAS  PubMed  Google Scholar 

  20. Ginsberg LE, Fuller GN, Hashmi M, Leeds NE, Schomer DF (1998) The significance of lack of MR contrast enhancement of supratentorial brain tumors in adults: histopathological evaluation of a series. Surg Neurol 49(4):436–440

    Article  CAS  PubMed  Google Scholar 

  21. Svolos P, Tsolaki E, Kapsalaki E, Theodorou K, Fountas K, Fezoulidis I, Tsougos I (2013) Investigating brain tumor differentiation with diffusion and perfusion metrics at 3 T MRI using pattern recognition techniques. Magn Reson Imaging 31(9):1567–1577. doi:10.1016/j.mri.2013.06.010

    Article  PubMed  Google Scholar 

  22. McKnight TR, Lamborn KR, Love TD, Berger MS, Chang S, Dillon WP, Bollen A, Nelson SJ (2007) Correlation of magnetic resonance spectroscopic and growth characteristics within Grades II and III gliomas. J Neurosurg 106(4):660–666. doi:10.3171/jns.2007.106.4.660

    Article  CAS  PubMed  Google Scholar 

  23. Yao Y, Zhou LF (2013) Treatment of incidentally discovered low-grade gliomas: “watch-and-wait” or not? World Neurosurg 80(5):e121–e122. doi:10.1016/j.wneu.2012.10.022

    Article  PubMed  Google Scholar 

  24. Shah AH, Madhavan K, Sastry A, Komotar RJ (2013) Managing intracranial incidental findings suggestive of low-grade glioma: learning from experience. World Neurosurg 80(5):e75–e77. doi:10.1016/j.wneu.2012.06.021.

    Article  PubMed  Google Scholar 

  25. Liu X, Tian W, Kolar B, Yeaney GA, Qiu X, Johnson MD, Ekholm S (2011) MR diffusion tensor and perfusion-weighted imaging in preoperative grading of supratentorial nonenhancing gliomas. Neuro Oncol 13(4):447–455. doi:10.1093/neuonc/noq197

    Article  PubMed  PubMed Central  Google Scholar 

  26. Niendorf T, Dijkhuizen RM, Norris DG, van Lookeren Campagne M, Nicolay K (1996) Biexponential diffusion attenuation in various states of brain tissue: implications for diffusion-weighted imaging. Magn Reson Med 36(6):847–857

    Article  CAS  PubMed  Google Scholar 

  27. Maier SE, Bogner P, Bajzik G, Mamata H, Mamata Y, Repa I, Jolesz FA, Mulkern RV (2001) Normal brain and brain tumor: multicomponent apparent diffusion coefficient line scan imaging. Radiology 219(3):842–849. doi:10.1148/radiology.219.3.r01jn02842

    Article  CAS  PubMed  Google Scholar 

  28. Doskaliyev A, Yamasaki F, Ohtaki M, Kajiwara Y, Takeshima Y, Watanabe Y, Takayasu T, Amatya VJ, Akiyama Y, Sugiyama K, Kurisu K (2012) Lymphomas and glioblastomas: differences in the apparent diffusion coefficient evaluated with high b-value diffusion-weighted magnetic resonance imaging at 3 T. Eur J Radiol 81(2):339–344. doi:10.1016/j.ejrad.2010.11.005

    Article  PubMed  Google Scholar 

  29. DeLano MC, Cooper TG, Siebert JE, Potchen MJ, Kuppusamy K (2000) High-b-value diffusion-weighted MR imaging of adult brain: image contrast and apparent diffusion coefficient map features. Am J Neuroradiol 21(10):1830–1836

    CAS  PubMed  Google Scholar 

  30. Maia AC Jr, Malheiros SM, da Rocha AJ, da Silva CJ, Gabbai AA, Ferraz FA, Stavale JN (2005) MR cerebral blood volume maps correlated with vascular endothelial growth factor expression and tumor grade in nonenhancing gliomas. Am J Neuroradiol 26(4):777–783

    PubMed  Google Scholar 

  31. Batra A, Tripathi RP, Singh AK (2004) Perfusion magnetic resonance imaging and magnetic resonance spectroscopy of cerebral gliomas showing imperceptible contrast enhancement on conventional magnetic resonance imaging. Australas Radiol 48(3):324–332. doi:10.1111/j.0004-8461.2004.01315.x

    Article  CAS  PubMed  Google Scholar 

  32. Morita N, Wang S, Chawla S, Poptani H, Melhem ER (2010) Dynamic susceptibility contrast perfusion weighted imaging in grading of nonenhancing astrocytomas. J Magn Reson Imaging 32(4):803–808. doi:10.1002/jmri.22324

    Article  PubMed  Google Scholar 

  33. Han C, Huang S, Guo J, Zhuang X, Han H (2015) Use of a high b-value for diffusion weighted imaging of peritumoral regions to differentiate high-grade gliomas and solitary metastases. J Magn Reson Imaging 42:80–86. doi:10.1002/jmri.24747

    Article  PubMed  Google Scholar 

  34. Yang D, Korogi Y, Sugahara T, Kitajima M, Shigematsu Y, Liang L, Ushio Y, Takahashi M (2002) Cerebral gliomas: prospective comparison of multivoxel 2D chemical-shift imaging proton MR spectroscopy, echoplanar perfusion and diffusion-weighted MRI. Neuroradiology 44(8):656–666. doi:10.1007/s00234-002-0816-9

    Article  CAS  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Guowei Tan or Hua Wu.

Ethics declarations

Conflict of interest

The authors declare that there is no conflict of interest.

Research involving human and animal participants

This study was reviewed and approved by the review board of the First Affiliated Hospital of Xiamen University.

Informed consent

Written informed consent was obtained from all participants.

Additional information

Haiwei Han and Chengkun Han have contributed equally to the work.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Han, H., Han, C., Wu, X. et al. Preoperative grading of supratentorial nonenhancing gliomas by high b-value diffusion-weighted 3 T magnetic resonance imaging. J Neurooncol 133, 147–154 (2017). https://doi.org/10.1007/s11060-017-2423-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11060-017-2423-y

Keywords

Navigation