Differentiating Glioblastomas from Solitary Brain Metastases: An Update on the Current Literature of Advanced Imaging Modalities.
arterial spin labelling
diffusion tensor imaging
diffusion-weighted imaging
dynamic susceptibility contrast
glioblastoma
intracranial
machine learning
magnetic resonance
metastasis
neurite orientation dispersion density
Journal
Cancers
ISSN: 2072-6694
Titre abrégé: Cancers (Basel)
Pays: Switzerland
ID NLM: 101526829
Informations de publication
Date de publication:
13 Jun 2021
13 Jun 2021
Historique:
received:
14
05
2021
revised:
09
06
2021
accepted:
09
06
2021
entrez:
2
7
2021
pubmed:
3
7
2021
medline:
3
7
2021
Statut:
epublish
Résumé
Differentiating between glioblastomas and solitary brain metastases proves to be a challenging diagnosis for neuroradiologists, as both present with imaging patterns consisting of peritumoral hyperintensities with similar intratumoral texture on traditional magnetic resonance imaging sequences. Early diagnosis is paramount, as each pathology has completely different methods of clinical assessment. In the past decade, recent developments in advanced imaging modalities enabled providers to acquire a more accurate diagnosis earlier in the patient's clinical assessment, thus optimizing clinical outcome. Dynamic susceptibility contrast has been optimized for detecting relative cerebral blood flow and relative cerebral blood volume. Diffusion tensor imaging can be used to detect changes in mean diffusivity. Neurite orientation dispersion and density imaging is an innovative modality detecting changes in intracellular volume fraction, isotropic volume fraction, and extracellular volume fraction. Magnetic resonance spectroscopy is able to assist by providing a metabolic descriptor while detecting variable ratios of choline/N-acetylaspartate, choline/creatine, and N-acetylaspartate/creatine. Finally, radiomics and machine learning algorithms have been devised to assist in improving diagnostic accuracy while often utilizing more than one advanced imaging protocol per patient. In this review, we provide an update on all the current evidence regarding the identification and differentiation of glioblastomas from solitary brain metastases.
Identifiants
pubmed: 34199151
pii: cancers13122960
doi: 10.3390/cancers13122960
pmc: PMC8231515
pii:
doi:
Types de publication
Journal Article
Review
Langues
eng
Références
AJNR Am J Neuroradiol. 2006 Mar;27(3):609-11
pubmed: 16552003
Eur Radiol. 2001;11(9):1784-91
pubmed: 11511902
Radiology. 1992 Dec;185(3):675-86
pubmed: 1438744
Neuro Oncol. 2014 Oct;16 Suppl 4:iv1-63
pubmed: 25304271
Magn Reson Med. 1995 Jun;33(6):818-26
pubmed: 7651119
J Magn Reson Imaging. 2019 Aug;50(2):519-528
pubmed: 30635952
Neuroradiology. 1978;16:133-5
pubmed: 740152
Radiol Clin North Am. 2015 May;53(3):569-81
pubmed: 25953290
AJNR Am J Neuroradiol. 2011 Feb;32(2):374-81
pubmed: 20947645
Clin Radiol. 2003 Jul;58(7):505-13
pubmed: 12834633
N Engl J Med. 1990 Feb 22;322(8):494-500
pubmed: 2405271
Ann N Y Acad Sci. 1997 May 30;820:123-38
pubmed: 9237452
Acta Radiol. 2019 Mar;60(3):356-366
pubmed: 29860889
Neuroimage. 2010 Jan 1;49(1):205-16
pubmed: 19732836
Magn Reson Med. 2011 Jun;65(6):1532-56
pubmed: 21469191
Nucl Med Commun. 2017 Dec;38(12):1109-1116
pubmed: 28922334
Korean J Radiol. 2014 Sep-Oct;15(5):554-77
pubmed: 25246817
AJNR Am J Neuroradiol. 2003 May;24(5):937-41
pubmed: 12748097
AJR Am J Roentgenol. 2016 Aug;207(2):406-10
pubmed: 27187209
Neuroimaging Clin N Am. 2010 Aug;20(3):379-400
pubmed: 20708553
AJNR Am J Neuroradiol. 2007 Jun-Jul;28(6):1078-84
pubmed: 17569962
Eur Radiol. 2020 May;30(5):3015-3022
pubmed: 32006166
Front Neurosci. 2013 Mar 12;7:31
pubmed: 23486659
J Neurooncol. 2008 Sep;89(3):259-69
pubmed: 18712280
Br J Radiol. 2003 Mar;76(903):153-62
pubmed: 12684231
Radiology. 2004 Jul;232(1):221-8
pubmed: 15220505
Oncotarget. 2016 Oct 18;7(42):69051-69059
pubmed: 27655705
Eur Neurol. 2010;64(1):21-6
pubmed: 20558984
Neuroimaging Clin N Am. 2000 Nov;10(4):799-816 ,x
pubmed: 11359726
Magn Reson Med. 2016 Jun;75(6):2505-16
pubmed: 26173745
AJNR Am J Neuroradiol. 2015 Jul;36(7):1247-52
pubmed: 25836728
Mol Imaging. 2013 Jul-Aug;12(5):327-37
pubmed: 23759373
World Neurosurg. 2019 Jul;127:e593-e598
pubmed: 30928596
J Neurooncol. 2000 Oct-Nov;50(1-2):109-20
pubmed: 11245271
Neuropsychol Rev. 2010 Jun;20(2):209-25
pubmed: 20422451
Neuroradiology. 2010 Apr;52(4):307-17
pubmed: 19841916
Clin Imaging. 2009 Mar-Apr;33(2):96-101
pubmed: 19237051
Neuroradiology. 2015 Jul;57(7):697-703
pubmed: 25845813
Neuroradiology. 1997 Jul;39(7):483-9
pubmed: 9258924
J Magn Reson Imaging. 2001 Apr;13(4):534-46
pubmed: 11276097
Cancers (Basel). 2021 Apr 26;13(9):
pubmed: 33926002
AJNR Am J Neuroradiol. 2002 Jun-Jul;23(6):1007-12
pubmed: 12063234
PLoS One. 2018 Jan 17;13(1):e0191341
pubmed: 29342201
Chem Rev. 2019 Jan 23;119(2):957-1057
pubmed: 30350585
Radiology. 2006 Sep;240(3):803-10
pubmed: 16926329
PLoS One. 2015 Sep 18;10(9):e0138573
pubmed: 26384329
Radiology. 1989 Aug;172(2):541-8
pubmed: 2748837
Ann Neurol. 1997 Dec;42(6):951-62
pubmed: 9403488
Handb Clin Neurol. 2016;135:209-227
pubmed: 27432667
Biophys J. 1994 Jan;66(1):259-67
pubmed: 8130344
Rev Neurosci. 2015;26(6):609-32
pubmed: 26200810
Cancer Imaging. 2012 Oct 26;12:423-36
pubmed: 23108208
Histopathology. 2001 Oct;39(4):409-15
pubmed: 11683943
Isr Med Assoc J. 2013 Feb;15(2):103-5
pubmed: 23516772
AJNR Am J Neuroradiol. 2015 Jun;36(6):E41-51
pubmed: 25907520
J Neuroradiol. 2019 Nov;46(6):367-372
pubmed: 30389510
Annu Rev Neurosci. 2004;27:723-49
pubmed: 15217349
Radiology. 2003 Aug;228(2):523-32
pubmed: 12819338
Radiology. 2002 Apr;223(1):11-29
pubmed: 11930044
J Neurooncol. 2005 Oct;75(1):5-14
pubmed: 16215811
Neuro Oncol. 2016 Dec;18(12):1673-1679
pubmed: 27298312
Sensors (Basel). 2010;10(11):10484-505
pubmed: 22163482
AJNR Am J Neuroradiol. 2003 Feb;24(2):225-33
pubmed: 12591638
Eur J Radiol. 2006 Jun;58(3):394-403
pubmed: 16527438
AJNR Am J Neuroradiol. 2008 Jun;29(6):1153-8
pubmed: 18388216
Clin Cancer Res. 2017 Aug 15;23(16):4724-4734
pubmed: 28428190
AJR Am J Roentgenol. 1999 Feb;172(2):537-9
pubmed: 9930819
BMC Med Imaging. 2020 Nov 23;20(1):124
pubmed: 33228564
Eur Radiol. 2018 Sep;28(9):3819-3831
pubmed: 29619517
Stroke. 2005 Sep;36(9):e83-99
pubmed: 16100027
Neurotherapeutics. 2009 Jul;6(3):465-77
pubmed: 19560737
Neuroradiology. 2006 Mar;48(3):150-9
pubmed: 16470375
J Digit Imaging. 2013 Dec;26(6):1141-50
pubmed: 23645344
Acta Radiol. 1988 Jan-Feb;29(1):77-82
pubmed: 2831923
J Neurosurg. 2000 Nov;93(5):887-90
pubmed: 11059674
AJNR Am J Neuroradiol. 2001 Jun-Jul;22(6):1081-8
pubmed: 11415902
Surg Neurol. 1995 Aug;44(2):137-44
pubmed: 7502203
Invest Radiol. 2017 Jun;52(6):317-323
pubmed: 28368880
Sci Rep. 2020 Jul 21;10(1):12110
pubmed: 32694637
J Magn Reson Imaging. 2004 Dec;20(6):913-22
pubmed: 15558578
Eur J Radiol. 2019 Oct;119:108634
pubmed: 31473463
Radiology. 2002 Mar;222(3):715-21
pubmed: 11867790
Magn Reson Med. 2009 Dec;62(6):1609-18
pubmed: 19859947
Front Oncol. 2020 Dec 10;10:581037
pubmed: 33425734
J Magn Reson Imaging. 2006 Oct;24(4):817-24
pubmed: 16958061
Korean J Radiol. 2002 Jul-Sep;3(3):171-9
pubmed: 12271162
Radiographics. 2006 Oct;26 Suppl 1:S205-23
pubmed: 17050517
Rofo. 2013 Mar;185(3):235-40
pubmed: 23196836
NMR Biomed. 2013 Aug;26(8):1004-27
pubmed: 23674304
AJR Am J Roentgenol. 2011 Jan;196(1):71-6
pubmed: 21178049
Acad Radiol. 2019 Nov;26(11):1466-1472
pubmed: 30770161
J Med Invest. 2017;64(1.2):58-63
pubmed: 28373629
Proc Natl Acad Sci U S A. 1992 Jan 1;89(1):212-6
pubmed: 1729691
AJNR Am J Neuroradiol. 2011 Mar;32(3):507-14
pubmed: 21330399
AJNR Am J Neuroradiol. 2008 Apr;29(4):688-93
pubmed: 18184842
J Med Imaging Radiat Oncol. 2008 Apr;52(2):134-9
pubmed: 18373804
J Clin Oncol. 2015 Oct 20;33(30):3475-84
pubmed: 26282648
EMBO Mol Med. 2014 May 01;6(5):569-73
pubmed: 24705876
MAGMA. 2017 Apr;30(2):165-174
pubmed: 27787676
Neurosurg Clin N Am. 2011 Jan;22(1):1-6, v
pubmed: 21109143
AJNR Am J Neuroradiol. 2002 Apr;23(4):520-7
pubmed: 11950638
NMR Biomed. 2001 Oct;14(6):339-49
pubmed: 11599032
NMR Biomed. 2021 Apr;34(4):e4479
pubmed: 33448078
Radiology. 1989 Jun;171(3):767-73
pubmed: 2717749
Neuroradiology. 2021 Mar;63(3):331-342
pubmed: 32821962
J Magn Reson Imaging. 2004 Aug;20(2):187-92
pubmed: 15269942
Neuroimage. 2010 Nov 15;53(3):926-34
pubmed: 20083203
Nature. 2012 Feb 15;483(7390):479-83
pubmed: 22343889
J Magn Reson Imaging. 2019 Jan;49(1):11-22
pubmed: 30561164
Int J Comput Assist Radiol Surg. 2013 Sep;8(5):751-61
pubmed: 23334798
PLoS One. 2014 Nov 07;9(11):e112550
pubmed: 25380185
AJNR Am J Neuroradiol. 2009 Mar;30(3):552-8
pubmed: 19056837
Neuroimage. 2012 Jul 16;61(4):1000-16
pubmed: 22484410
Sci Rep. 2020 Dec 8;10(1):21485
pubmed: 33293590
Br J Radiol. 2005 Jun;78(930):533-7
pubmed: 15900059
J Comput Assist Tomogr. 2013 Mar-Apr;37(2):265-71
pubmed: 23493217
Contrast Media Mol Imaging. 2018 Nov 7;2018:4580919
pubmed: 30532663
J Neuroimaging. 2016 Mar-Apr;26(2):240-6
pubmed: 26235208
AJNR Am J Neuroradiol. 2018 Jul;39(7):1208-1214
pubmed: 29724766
Curr Med Imaging. 2021 Mar 16;:
pubmed: 33726654
Acta Neurochir (Wien). 2010 Nov;152(11):1893-9
pubmed: 20799046
Nucl Med Commun. 2008 Mar;29(3):193-207
pubmed: 18349789
J Neuroimaging. 2014 Jan-Feb;24(1):23-30
pubmed: 22672084
AJNR Am J Neuroradiol. 2008 Mar;29(3):471-5
pubmed: 18065516
AJR Am J Roentgenol. 2013 Jan;200(1):24-34
pubmed: 23255738
AJNR Am J Neuroradiol. 2001 May;22(5):969-76
pubmed: 11337344
J Neuroradiol. 2020 May;47(3):197-202
pubmed: 30439396
Radiographics. 2006 Oct;26 Suppl 1:S173-89
pubmed: 17050514
Neuroradiology. 2004 Aug;46(8):619-27
pubmed: 15243726
J Comp Neurol. 1997 Oct 6;386(4):661-80
pubmed: 9378859
AJNR Am J Neuroradiol. 1995 Sep;16(8):1593-603
pubmed: 7502961
Acta Neuropathol. 2007 Nov;114(5):443-58
pubmed: 17805551
Genome Biol. 2020 Jul 30;21(1):181
pubmed: 32727536
Cancer Lett. 2019 Jun 1;451:128-135
pubmed: 30878526
Ann Transl Med. 2019 Jun;7(11):232
pubmed: 31317002
AJNR Am J Neuroradiol. 2009 Jan;30(1):203-8
pubmed: 18842762
J Neurooncol. 2003 Jun;63(2):109-16
pubmed: 12825815
Front Neurol. 2018 Sep 21;9:788
pubmed: 30298047
NMR Biomed. 2014 Sep;27(9):1103-11
pubmed: 25066520
Neuroimage. 2007 Aug 15;37(2):474-88
pubmed: 17596967
J Neurol Sci. 1980 Feb;45(1):129-34
pubmed: 7359162
Magn Reson Med. 1990 Oct;16(1):117-31
pubmed: 2255233
Neurosurg Rev. 2010 Apr;33(2):193-203; discussion 203-4
pubmed: 20195675
Wiad Lek. 2020;73(10):2160-2164
pubmed: 33310940
NMR Biomed. 2011 Jan;24(1):54-60
pubmed: 20665905
Lancet Oncol. 2014 Aug;15(9):e395-403
pubmed: 25079102
Pediatr Radiol. 2021 Apr 15;:
pubmed: 33856502
Clin Radiol. 2019 Feb;74(2):165.e1-165.e9
pubmed: 30415766
J Neurooncol. 1997 Oct;35(1):81-9
pubmed: 9266444
Radiology. 2002 Sep;224(3):797-803
pubmed: 12202717
World J Radiol. 2016 Sep 28;8(9):785-798
pubmed: 27721941
Magn Reson Med. 1996 Dec;36(6):893-906
pubmed: 8946355
NMR Biomed. 2010 Aug;23(7):698-710
pubmed: 20632416
Eur Radiol. 2018 Sep;28(9):3801-3810
pubmed: 29619520
Clin Radiol. 2013 Dec;68(12):e689-97
pubmed: 23969153
Radiology. 1999 Jun;211(3):791-8
pubmed: 10352608
Radiology. 2005 Jun;235(3):985-91
pubmed: 15833979
AJNR Am J Neuroradiol. 2017 Jun;38(6):1145-1150
pubmed: 28450433
J Magn Reson Imaging. 2005 Jun;21(6):701-8
pubmed: 15906339
AJNR Am J Neuroradiol. 2018 Sep;39(9):1643-1649
pubmed: 30115676
J Magn Reson Imaging. 1999 Sep;10(3):223-32
pubmed: 10508281
Sci Rep. 2018 Mar 23;8(1):5087
pubmed: 29572492
Clin Radiol. 2010 Jan;65(1):15-20
pubmed: 20103416
Neuroradiology. 2011 May;53(5):319-30
pubmed: 20625709
NMR Biomed. 2002 Nov-Dec;15(7-8):435-55
pubmed: 12489094
Magn Reson Med. 1998 Feb;39(2):328-30
pubmed: 9469719
J Neurol Sci. 2020 Mar 15;410:116514
pubmed: 31869660