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Research ArticleADULT BRAIN

A Multiparametric Model for Mapping Cellularity in Glioblastoma Using Radiographically Localized Biopsies

P.D. Chang, H.R. Malone, S.G. Bowden, D.S. Chow, B.J.A. Gill, T.H. Ung, J. Samanamud, Z.K. Englander, A.M. Sonabend, S.A. Sheth, G.M. McKhann, M.B. Sisti, L.H. Schwartz, A. Lignelli, J. Grinband, J.N. Bruce and P. Canoll
American Journal of Neuroradiology May 2017, 38 (5) 890-898; DOI: https://doi.org/10.3174/ajnr.A5112
P.D. Chang
aFrom the Departments of Radiology (P.D.C., L.H.S., A.L., J.G.)
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H.R. Malone
bNeurological Surgery (H.R.M., S.G.B., B.J.A.G., T.H.U., Z.K.E., A.M.S., S.A.S., G.M.M., M.B.S., J.N.B.)
dGabriele Bartoli Brain Tumor Laboratory and the Irving Cancer Research Center (H.R.M., S.G.B., B.J.A.G., T.H.U., J.S., Z.K.E., A.M.S., J.N.B., P.C.), New York, New York
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S.G. Bowden
bNeurological Surgery (H.R.M., S.G.B., B.J.A.G., T.H.U., Z.K.E., A.M.S., S.A.S., G.M.M., M.B.S., J.N.B.)
dGabriele Bartoli Brain Tumor Laboratory and the Irving Cancer Research Center (H.R.M., S.G.B., B.J.A.G., T.H.U., J.S., Z.K.E., A.M.S., J.N.B., P.C.), New York, New York
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D.S. Chow
eDepartment of Radiology (D.S.C.), University of San Francisco School of Medicine, San Francisco, California.
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B.J.A. Gill
bNeurological Surgery (H.R.M., S.G.B., B.J.A.G., T.H.U., Z.K.E., A.M.S., S.A.S., G.M.M., M.B.S., J.N.B.)
dGabriele Bartoli Brain Tumor Laboratory and the Irving Cancer Research Center (H.R.M., S.G.B., B.J.A.G., T.H.U., J.S., Z.K.E., A.M.S., J.N.B., P.C.), New York, New York
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T.H. Ung
bNeurological Surgery (H.R.M., S.G.B., B.J.A.G., T.H.U., Z.K.E., A.M.S., S.A.S., G.M.M., M.B.S., J.N.B.)
dGabriele Bartoli Brain Tumor Laboratory and the Irving Cancer Research Center (H.R.M., S.G.B., B.J.A.G., T.H.U., J.S., Z.K.E., A.M.S., J.N.B., P.C.), New York, New York
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J. Samanamud
dGabriele Bartoli Brain Tumor Laboratory and the Irving Cancer Research Center (H.R.M., S.G.B., B.J.A.G., T.H.U., J.S., Z.K.E., A.M.S., J.N.B., P.C.), New York, New York
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Z.K. Englander
bNeurological Surgery (H.R.M., S.G.B., B.J.A.G., T.H.U., Z.K.E., A.M.S., S.A.S., G.M.M., M.B.S., J.N.B.)
dGabriele Bartoli Brain Tumor Laboratory and the Irving Cancer Research Center (H.R.M., S.G.B., B.J.A.G., T.H.U., J.S., Z.K.E., A.M.S., J.N.B., P.C.), New York, New York
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A.M. Sonabend
bNeurological Surgery (H.R.M., S.G.B., B.J.A.G., T.H.U., Z.K.E., A.M.S., S.A.S., G.M.M., M.B.S., J.N.B.)
dGabriele Bartoli Brain Tumor Laboratory and the Irving Cancer Research Center (H.R.M., S.G.B., B.J.A.G., T.H.U., J.S., Z.K.E., A.M.S., J.N.B., P.C.), New York, New York
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S.A. Sheth
bNeurological Surgery (H.R.M., S.G.B., B.J.A.G., T.H.U., Z.K.E., A.M.S., S.A.S., G.M.M., M.B.S., J.N.B.)
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G.M. McKhann II
bNeurological Surgery (H.R.M., S.G.B., B.J.A.G., T.H.U., Z.K.E., A.M.S., S.A.S., G.M.M., M.B.S., J.N.B.)
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M.B. Sisti
bNeurological Surgery (H.R.M., S.G.B., B.J.A.G., T.H.U., Z.K.E., A.M.S., S.A.S., G.M.M., M.B.S., J.N.B.)
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L.H. Schwartz
aFrom the Departments of Radiology (P.D.C., L.H.S., A.L., J.G.)
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A. Lignelli
aFrom the Departments of Radiology (P.D.C., L.H.S., A.L., J.G.)
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J. Grinband
aFrom the Departments of Radiology (P.D.C., L.H.S., A.L., J.G.)
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J.N. Bruce
bNeurological Surgery (H.R.M., S.G.B., B.J.A.G., T.H.U., Z.K.E., A.M.S., S.A.S., G.M.M., M.B.S., J.N.B.)
dGabriele Bartoli Brain Tumor Laboratory and the Irving Cancer Research Center (H.R.M., S.G.B., B.J.A.G., T.H.U., J.S., Z.K.E., A.M.S., J.N.B., P.C.), New York, New York
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P. Canoll
cPathology and Cell Biology (P.C.), College of Physicians and Surgeons at Columbia University, New York, New York
dGabriele Bartoli Brain Tumor Laboratory and the Irving Cancer Research Center (H.R.M., S.G.B., B.J.A.G., T.H.U., J.S., Z.K.E., A.M.S., J.N.B., P.C.), New York, New York
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REFERENCES

  1. 1.↵
    1. Gill BJ,
    2. Pisapia DJ,
    3. Malone HR, et al
    . MRI-localized biopsies reveal subtype-specific differences in molecular and cellular composition at the margins of glioblastoma. Proc Natl Acad Sci U S A 2014;111:12550–55 doi:10.1073/pnas.1405839111 pmid:25114226
    Abstract/FREE Full Text
  2. 2.↵
    1. Barajas RF,
    2. Phillips JJ,
    3. Parvataneni R, et al
    . Regional variation in histopathologic features of tumor specimens from treatment-naive glioblastoma correlates with anatomic and physiologic MR imaging. Neuro Oncol 2012;14:942–54 doi:10.1093/neuonc/nos128 pmid:22711606
    Abstract/FREE Full Text
  3. 3.↵
    1. Sadeghi N,
    2. D'Haene N,
    3. Decaestecker C, et al
    . Apparent diffusion coefficient and cerebral blood volume in brain gliomas: relation to tumor cell density and tumor microvessel density based on stereotactic biopsies. AJNR Am J Neuroradiol 2008;29:476–82 doi:10.3174/ajnr.A0851 pmid:18079184
    Abstract/FREE Full Text
  4. 4.↵
    1. Stadnik TW,
    2. Chaskis C,
    3. Michotte A, et al
    . Diffusion-weighted MR imaging of intracerebral masses: comparison with conventional MR imaging and histologic findings. AJNR Am J Neuroradiol 2001;22:969–76 pmid:11337344
    Abstract/FREE Full Text
  5. 5.↵
    1. Wallner KE,
    2. Galicich JH,
    3. Krol G, et al
    . Patterns of failure following treatment for glioblastoma multiforme and anaplastic astrocytoma. Int J Radiat Oncol Biol Phys 1989;16:1405–09 doi:10.1016/0360-3016(89)90941-3 pmid:2542195
    CrossRefPubMedWeb of Science
  6. 6.↵
    1. Liang BC,
    2. Thornton AF,
    3. Sandler HM, et al
    . Malignant astrocytomas: focal tumor recurrence after focal external beam radiation therapy. J Neurosurg 1991;75:559–63 doi:10.3171/jns.1991.75.4.0559 pmid:1653309
    CrossRefPubMedWeb of Science
  7. 7.↵
    1. Stupp R,
    2. Mason WP,
    3. van den Bent MJ, et al
    ; European Organisation for Research and Treatment of Cancer Brain Tumor and Radiotherapy Groups, National Cancer Institute of Canada Clinical Trials Group. Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med 2005;352:987–96 doi:10.1056/NEJMoa043330 pmid:15758009
    CrossRefPubMedWeb of Science
  8. 8.↵
    1. Burger PC,
    2. Heinz ER,
    3. Shibata T, et al
    . Topographic anatomy and CT correlations in the untreated glioblastoma multiforme. J Neurosurg 1988;68:698–704 pmid:2833587
    CrossRefPubMedWeb of Science
  9. 9.↵
    1. Price SJ,
    2. Gillard JH
    . Imaging biomarkers of brain tumour margin and tumour invasion. Br J Radiol 2011;84(Spec No 2):S159–67 doi:10.1259/bjr/26838774 pmid:22433826
    Abstract/FREE Full Text
  10. 10.↵
    1. LaViolette PS,
    2. Mickevicius NJ,
    3. Cochran EJ, et al
    . Precise ex vivo histological validation of heightened cellularity and diffusion-restricted necrosis in regions of dark apparent diffusion coefficient in 7 cases of high-grade glioma. Neuro Oncol 2014;16:1599–606 doi:10.1093/neuonc/nou142 pmid:25059209
    Abstract/FREE Full Text
  11. 11.↵
    1. Sugahara T,
    2. Korogi Y,
    3. Kochi M, et al
    . Usefulness of diffusion-weighted MRI with echo-planar technique in the evaluation of cellularity in gliomas. J Magn Reson Imaging 1999;9:53–60 pmid:10030650
    CrossRefPubMedWeb of Science
  12. 12.↵
    1. Kono K,
    2. Inoue Y,
    3. Nakayama K, et al
    . The role of diffusion-weighted imaging in patients with brain tumors. AJNR Am J Neuroradiol 2001;22:1081–88 pmid:11415902
    Abstract/FREE Full Text
  13. 13.↵
    1. Guo AC,
    2. Cummings TJ,
    3. Dash RC, et al
    . Lymphomas and high-grade astrocytomas: comparison of water diffusibility and histologic characteristics. Radiology 2002;224:177–83 doi:10.1148/radiol.2241010637 pmid:12091680
    CrossRefPubMedWeb of Science
  14. 14.↵
    1. Akbari H,
    2. Macyszyn L,
    3. Da X, et al
    . Imaging surrogates of infiltration obtained via multiparametric imaging pattern analysis predict subsequent location of recurrence of glioblastoma. Neurosurgery 2016;78:572–80 doi:10.1227/NEU.0000000000001202 pmid:26813856
    CrossRefPubMed
  15. 15.↵
    1. Pope WB,
    2. Chen JH,
    3. Dong J, et al
    . Relationship between gene expression and enhancement in glioblastoma multiforme: exploratory DNA microarray analysis. Radiology 2008;249:268–77 doi:10.1148/radiol.2491072000 pmid:18796682
    CrossRefPubMedWeb of Science
  16. 16.↵
    1. Tynninen O,
    2. Aronen HJ,
    3. Ruhala M, et al
    . MRI enhancement and microvascular density in gliomas: correlation with tumor cell proliferation. Invest Radiol 1999;34:427–34 doi:10.1097/00004424-199906000-00007 pmid:10353036
    CrossRefPubMed
  17. 17.↵
    1. Watkins S,
    2. Robel S,
    3. Kimbrough IF, et al
    . Disruption of astrocyte-vascular coupling and the blood-brain barrier by invading glioma cells. Nat Commun 2014:5:4196 doi:10.1038/ncomms5196 pmid:24943270
    CrossRefPubMed
  18. 18.↵
    1. Hu LS,
    2. Ning S,
    3. Eschbacher JM, et al
    . Multi-parametric MRI and texture analysis to visualize spatial histologic heterogeneity and tumor extent in glioblastoma. PLoS One 2015;10:e0141506 doi:10.1371/journal.pone.0141506 pmid:26599106
    CrossRefPubMed
  19. 19.↵
    1. Jenkinson M,
    2. Smith S
    . A global optimisation method for robust affine registration of brain images. Med Image Anal 2001;5:143–56 doi:10.1016/S1361-8415(01)00036-6 pmid:11516708
    CrossRefPubMedWeb of Science
  20. 20.↵
    1. Jenkinson M,
    2. Bannister P
    . Improved methods for the registration and motion correction of brain images. Neuroimage 2002;17:825–41 doi:10.1006/nimg.2002.1132 pmid:12377157
    CrossRefPubMedWeb of Science
  21. 21.↵
    1. Shapira D,
    2. Avidan S,
    3. Hel-Or Y
    . Multiple histogram matching. In: 2013 IEEE International Conference on Image Processing, Melbourne, Australia. September 15–18, 2013:2269–73 doi:10.1109/ICIP.2013.6738468
  22. 22.↵
    1. Lyng H,
    2. Haraldseth O,
    3. Rofstad EK
    . Measurement of cell density and necrotic fraction in human melanoma xenografts by diffusion weighted magnetic resonance imaging. Magn Reson Med 2000;43:828–36 pmid:10861877
    CrossRefPubMedWeb of Science
  23. 23.↵
    1. Chenevert TL,
    2. Stegman LD,
    3. Taylor JM, et al
    . Diffusion magnetic resonance imaging: an early surrogate marker of therapeutic efficacy in brain tumors. J Natl Cancer Inst 2000;92:2029–36 doi:10.1093/jnci/92.24.2029 pmid:11121466
    Abstract/FREE Full Text
  24. 24.↵
    1. Hayashida Y,
    2. Hirai T,
    3. Morishita S, et al
    . Diffusion-weighted imaging of metastatic brain tumors: comparison with histologic type and tumor cellularity. AJNR Am J Neuroradiol 2006;27:1419–25 pmid:16908550
    Abstract/FREE Full Text
  25. 25.↵
    1. Ellingson BM,
    2. Malkin MG,
    3. Rand SD, et al
    . Validation of functional diffusion maps (fDMs) as a biomarker for human glioma cellularity. J Magn Reson Imaging 2010;31:538–48 doi:10.1002/jmri.22068 pmid:20187195
    CrossRefPubMedWeb of Science
  26. 26.↵
    1. Cuddapah VA,
    2. Robel S,
    3. Watkins S, et al
    . A neurocentric perspective on glioma invasion. Nat Rev Neurosci 2014;15:455–65 doi:10.1038/nrn3765 pmid:24946761
    CrossRefPubMed
  27. 27.↵
    1. Scherer HJ
    . Cerebral astrocytomas and their derivatives. Cancer Res 1940;40:159–98 doi:10.1158/ajc.1940.159
    CrossRef
  28. 28.↵
    1. Trantakis C,
    2. Tittgemeyer M,
    3. Schneider JP, et al
    . Investigation of time-dependency of intracranial brain shift and its relation to the extent of tumor removal using intra-operative MRI. Neurol Res 2003;25:9–12 doi:10.1179/016164103101200923 pmid:12564118
    CrossRefPubMed
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P.D. Chang, H.R. Malone, S.G. Bowden, D.S. Chow, B.J.A. Gill, T.H. Ung, J. Samanamud, Z.K. Englander, A.M. Sonabend, S.A. Sheth, G.M. McKhann, M.B. Sisti, L.H. Schwartz, A. Lignelli, J. Grinband, J.N. Bruce, P. Canoll
A Multiparametric Model for Mapping Cellularity in Glioblastoma Using Radiographically Localized Biopsies
American Journal of Neuroradiology May 2017, 38 (5) 890-898; DOI: 10.3174/ajnr.A5112

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A Multiparametric Model for Mapping Cellularity in Glioblastoma Using Radiographically Localized Biopsies
P.D. Chang, H.R. Malone, S.G. Bowden, D.S. Chow, B.J.A. Gill, T.H. Ung, J. Samanamud, Z.K. Englander, A.M. Sonabend, S.A. Sheth, G.M. McKhann, M.B. Sisti, L.H. Schwartz, A. Lignelli, J. Grinband, J.N. Bruce, P. Canoll
American Journal of Neuroradiology May 2017, 38 (5) 890-898; DOI: 10.3174/ajnr.A5112
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