Is pulsed saturation transfer sufficient for differentiating radiation necrosis from tumor progression in brain metastases?

被引:0
作者
Chan, Rachel W. [1 ]
Lam, Wilfred W. [1 ]
Chen, Hanbo [2 ,3 ]
Murray, Leedan [1 ]
Zhang, Beibei [4 ]
Theriault, Aimee [2 ,3 ]
Endre, Ruby [1 ]
Moon, Sangkyu [1 ]
Liebig, Patrick [5 ]
Maralani, Pejman J. [3 ,6 ]
Tseng, Chia-Lin [2 ,3 ]
Myrehaug, Sten [2 ,3 ]
Detsky, Jay [2 ,3 ]
Lim-Fat, Mary Jane [7 ]
Roberto, Katrina [7 ]
Djayakarsana, Daniel [1 ,8 ]
Lingamoorthy, Bharathy [1 ]
Mehrabian, Hatef [1 ]
Khan, Benazir Mir [2 ,3 ]
Sahgal, Arjun [2 ,3 ]
Soliman, Hany [2 ,3 ]
Stanisz, Greg J. [1 ,8 ,9 ]
机构
[1] Sunnybrook Res Inst, Phys Sci Platform, Toronto, ON, Canada
[2] Sunnybrook Hlth Sci Ctr, Dept Radiat Oncol, Toronto, ON, Canada
[3] Univ Toronto, Toronto, ON, Canada
[4] Sunnybrook Hlth Sci Ctr, Dept Med Phys, Toronto, ON, Canada
[5] Siemens Healthcare GmbH, Erlangen, Germany
[6] Sunnybrook Hlth Sci Ctr, Dept Med Imaging, Toronto, ON, Canada
[7] Sunnybrook Hlth Sci Ctr, Dept Med, Div Neurol, Toronto, ON, Canada
[8] Univ Toronto, Dept Med Biophys, Toronto, ON, Canada
[9] Med Univ Lublin, Dept Neurosurg & Pediat Neurosurg, Lublin, Poland
基金
加拿大健康研究院;
关键词
brain metastasis; chemical exchange saturation transfer; magnetic resonance imaging; magnetization transfer; radiation necrosis; saturation transfer; HIGH-GRADE GLIOMAS; CENTRAL-NERVOUS-SYSTEM; MAGNETIZATION-TRANSFER; WEIGHTED MRI; IDH MUTATION; CEST-MRI; PROTON; RECURRENCE; PERFUSION; CONTRAST;
D O I
10.1093/noajnl/vdae132
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Stereotactic radiosurgery (SRS) for the treatment of brain metastases delivers a high dose of radiation with excellent local control but comes with the risk of radiation necrosis (RN), which can be difficult to distinguish from tumor progression (TP). Magnetization transfer (MT) and chemical exchange saturation transfer (CEST) are promising techniques for distinguishing RN from TP in brain metastases. Previous studies used a 2D continuous-wave (ie, block radiofrequency [RF] saturation) MT/CEST approach. The purpose of this study is to investigate a 3D pulsed saturation MT/CEST approach with perfusion MRI for distinguishing RN from TP in brain metastases.Methods The study included 73 patients scanned with MT/CEST MRI previously treated with SRS or fractionated SRS who developed enhancing lesions with uncertain diagnoses of RN or TP. Perfusion MRI was acquired in 49 of 73 patients. Clinical outcomes were determined by at least 6 months of follow-up or via pathologic confirmation (in 20% of the lesions).Results Univariable logistic regression resulted in significant variables of the quantitative MT parameter 1/(RA<middle dot>T2A), with 5.9 +/- 2.7 for RN and 6.5 +/- 2.9 for TP. The highest AUC of 75% was obtained using a multivariable logistic regression model for MT/CEST parameters, which included the CEST parameters of AREXAmide,0.625 mu T (P = .013), AREXNOE,0.625 mu T (P = .008), 1/(RA<middle dot>T2A) (P = .004), and T1 (P = .004). The perfusion rCBV parameter did not reach significance.Conclusions Pulsed saturation transfer was sufficient for achieving a multivariable AUC of 75% for differentiating between RN and TP in brain metastases, but had lower AUCs compared to previous studies that used a block RF approach.
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页数:12
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共 54 条
  • [41] Differentiation of tumor recurrence from radiation necrosis in high-grade gliomas using 201Tl-SPECT
    Tie, Jeanne
    Gunawardana, Dishan H.
    Rosenthal, Mark A.
    [J]. JOURNAL OF CLINICAL NEUROSCIENCE, 2008, 15 (12) : 1327 - 1334
  • [42] Amide proton transfer imaging of adult diffuse gliomas: correlation with histopathological grades
    Togao, Osamu
    Yoshiura, Takashi
    Keupp, Jochen
    Hiwatashi, Akio
    Yamashita, Koji
    Kikuchi, Kazufumi
    Suzuki, Yuriko
    Suzuki, Satoshi O.
    Iwaki, Toru
    Hata, Nobuhiro
    Mizoguchi, Masahiro
    Yoshimoto, Koji
    Sagiyama, Koji
    Takahashi, Masaya
    Honda, Hiroshi
    [J]. NEURO-ONCOLOGY, 2014, 16 (03) : 441 - 448
  • [43] Radiotherapeutic and surgical management for newly diagnosed brain metastasis(es): An American Society for Radiation Oncology evidence-based guideline
    Tsao, May N.
    Rades, Dirk
    Wirth, Andrew
    Lo, Simon S.
    Danielson, Brita L.
    Gaspar, Laurie E.
    Sperduto, Paul W.
    Vogelbaum, Michael A.
    Radawski, Jeffrey D.
    Wang, Jian Z.
    Gillin, Michael T.
    Mohideen, Najeeb
    Hahn, Carol A.
    Chang, Eric L.
    [J]. PRACTICAL RADIATION ONCOLOGY, 2012, 2 (03) : 210 - 225
  • [44] Diagnosis and Management of Radiation Necrosis in Patients With Brain Metastases
    Vellayappan, Balamurugan
    Tan, Char Loo
    Yong, Clement
    Khor, Lih Kin
    Koh, Wee Yao
    Yeo, Tseng Tsai
    Detsky, Jay
    Lo, Simon
    Sahgal, Arjun
    [J]. FRONTIERS IN ONCOLOGY, 2018, 8
  • [45] Differentiating tumor recurrence from treatment necrosis: a review of neuro-oncologic imaging strategies
    Verma, Nishant
    Cowperthwaite, Matthew C.
    Burnett, Mark G.
    Markey, Mia K.
    [J]. NEURO-ONCOLOGY, 2013, 15 (05) : 515 - 534
  • [46] A simple, step-by-step guide to interpreting decision curve analysis
    Andrew J. Vickers
    Ben van Calster
    Ewout W. Steyerberg
    [J]. Diagnostic and Prognostic Research, 3 (1)
  • [47] Three-dimensional chemical exchange saturation transfer imaging using compressed SENSE for full z-spectrum acquisition
    Wada, Tatsuhiro
    Tokunaga, Chiaki
    Togao, Osamu
    Hiwatashi, Akio
    Kikuchi, Kazufumi
    Yoneyama, Masami
    Kobayashi, Koji
    Kato, Toyoyuki
    Yoshimoto, Koji
    Ishigami, Kousei
    Yabuuchi, Hidetake
    [J]. MAGNETIC RESONANCE IMAGING, 2022, 92 : 58 - 66
  • [48] A new class of contrast agents for MRI based on proton chemical exchange dependent saturation transfer (CEST)
    Ward, KM
    Aletras, AH
    Balaban, RS
    [J]. JOURNAL OF MAGNETIC RESONANCE, 2000, 143 (01) : 79 - 87
  • [49] Mechanisms of radiation injury to the central nervous system: implications for neuroprotection
    Wong, CS
    Van der Kogel, AJ
    [J]. MOLECULAR INTERVENTIONS, 2004, 4 (05) : 273 - 284
  • [50] Snapshot-CEST: Optimizing spiral-centric-reordered gradient echo acquisition for fast and robust 3D CEST MRI at 9.4T
    Zaiss, Moritz
    Ehses, Philipp
    Scheffler, Klaus
    [J]. NMR IN BIOMEDICINE, 2018, 31 (04)