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Erschienen in: European Radiology 12/2023

13.07.2023 | Oncology

Improved performance of non-preloaded and high flip-angle dynamic susceptibility contrast perfusion-weighted imaging sequences in the presurgical differentiation of brain lymphoma and glioblastoma

verfasst von: Feng Wang, Xiaofang Zhou, Ruiquan Chen, Jie Kang, Xinyi Yang, Jinzhu Lin, Fang Liu, Dairong Cao, Zhen Xing

Erschienen in: European Radiology | Ausgabe 12/2023

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Abstract

Objective

This study aimed to compare the accuracy of relative cerebral blood volume (rCBV) and percentage signal recovery (PSR) obtained from high flip-angle dynamic susceptibility contrast perfusion-weighted imaging (DSC-PWI) sequences with and without contrast agent (CA) preload for presurgical discrimination of brain glioblastoma and lymphoma.

Methods

Consecutive 336 patients (glioblastoma, 236; PCNSL, 100) were included. All the patients underwent DSC-PWI on 3.0-T magnetic resonance units before surgery. The rCBV and PSR with preloaded and non-preloaded CA were measured. The means of the continuous variables were compared using Welch’s t-test. The diagnostic accuracies of the individual parameters were compared using the receiver operating characteristic curve analysis.

Results

The rCBV was higher with preloaded CA than with non-preloaded CA (glioblastoma, 10.20 vs. 8.90, p = 0.020; PCNSL, 3.88 vs. 3.27, p = 0.020). The PSR was lower with preloaded CA than with non-preloaded CA (glioblastoma, 0.59 vs. 0.90; PCNSL, 0.70 vs. 1.63; all p < 0.001). Regarding the differentiation of glioblastoma and PCNSL, the AUC of rCBV with preloaded CA was indistinguishable from that of non-preloaded CA (0.940 vs. 0.949, p = 0.703), whereas the area under the curve of PSR with preloaded CA was lower than non-preloaded CA (0.529 vs. 0.884, p < 0.001).

Conclusion

With preloaded CA, diagnostic performance in differentiating glioblastoma and PCNSL did not improve for rCBV and it was decreased for PSR. Therefore, high flip-angle non-preload DSC-PWI sequences offer excellent accuracy and may be of choice sequence for presurgical discrimination of brain lymphoma and glioblastoma.

Clinical relevance statement

High flip-angle DSC-PWI using non-preloaded CA may be an excellent diagnostic method for distinguishing glioblastoma from PCNSL.

Key Points

• Differentiating primary central nervous system lymphoma and glioblastoma accurately is critical for their management.
• DSC-PWI sequences optimised for the most accurate CBV calculations may not be the optimal sequences for presurgical brain tumour diagnosis as they could be masquerading leakage phenomena that may provide interesting information in terms of differential diagnosis.
• High flip-angle non-preloaded DSC-PWI sequences render the best accuracy in the presurgical differentiation of brain lymphoma and glioblastoma.
Literatur
2.
Zurück zum Zitat Lim M, Xia Y, Bettegowda C, Weller M (2018) Current state of immunotherapy for glioblastoma. Nat Rev Clin Oncol 15:422–442CrossRefPubMed Lim M, Xia Y, Bettegowda C, Weller M (2018) Current state of immunotherapy for glioblastoma. Nat Rev Clin Oncol 15:422–442CrossRefPubMed
3.
Zurück zum Zitat Scordo M, Wang TP, Ahn KW et al (2021) Outcomes associated with thiotepa-based conditioning in patients with primary central nervous system lymphoma after autologous hematopoietic cell transplant. JAMA Oncol 7:993–1003CrossRefPubMedPubMedCentral Scordo M, Wang TP, Ahn KW et al (2021) Outcomes associated with thiotepa-based conditioning in patients with primary central nervous system lymphoma after autologous hematopoietic cell transplant. JAMA Oncol 7:993–1003CrossRefPubMedPubMedCentral
4.
Zurück zum Zitat Welker K, Boxerman J, Kalnin A et al (2015) ASFNR recommendations for clinical performance of MR dynamic susceptibility contrast perfusion imaging of the brain. AJNR Am J Neuroradiol 36:E41-51CrossRefPubMedPubMedCentral Welker K, Boxerman J, Kalnin A et al (2015) ASFNR recommendations for clinical performance of MR dynamic susceptibility contrast perfusion imaging of the brain. AJNR Am J Neuroradiol 36:E41-51CrossRefPubMedPubMedCentral
5.
Zurück zum Zitat Xing Z, Kang N, Lin Y, Zhou X, Xiao Z, Cao D (2020) Performance of diffusion and perfusion MRI in evaluating primary central nervous system lymphomas of different locations. BMC Med Imaging 20:62CrossRefPubMedPubMedCentral Xing Z, Kang N, Lin Y, Zhou X, Xiao Z, Cao D (2020) Performance of diffusion and perfusion MRI in evaluating primary central nervous system lymphomas of different locations. BMC Med Imaging 20:62CrossRefPubMedPubMedCentral
6.
Zurück zum Zitat Choi KS, You SH, Han Y, Ye JC, Jeong B, Choi SH (2020) Improving the reliability of pharmacokinetic parameters at dynamic contrast-enhanced MRI in astrocytomas: a deep learning approach. Radiology 297:178–188CrossRefPubMed Choi KS, You SH, Han Y, Ye JC, Jeong B, Choi SH (2020) Improving the reliability of pharmacokinetic parameters at dynamic contrast-enhanced MRI in astrocytomas: a deep learning approach. Radiology 297:178–188CrossRefPubMed
7.
Zurück zum Zitat Kim HS, Kwon SL, Choi SH et al (2020) Prognostication of anaplastic astrocytoma patients: application of contrast leakage information of dynamic susceptibility contrast-enhanced MRI and dynamic contrast-enhanced MRI. Eur Radiol 30:2171–2181CrossRefPubMed Kim HS, Kwon SL, Choi SH et al (2020) Prognostication of anaplastic astrocytoma patients: application of contrast leakage information of dynamic susceptibility contrast-enhanced MRI and dynamic contrast-enhanced MRI. Eur Radiol 30:2171–2181CrossRefPubMed
8.
Zurück zum Zitat Kickingereder P, Sahm F, Radbruch A et al (2015) IDH mutation status is associated with a distinct hypoxia/angiogenesis transcriptome signature which is non-invasively predictable with rCBV imaging in human glioma. Sci Rep 5:16238CrossRefPubMedPubMedCentral Kickingereder P, Sahm F, Radbruch A et al (2015) IDH mutation status is associated with a distinct hypoxia/angiogenesis transcriptome signature which is non-invasively predictable with rCBV imaging in human glioma. Sci Rep 5:16238CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Steidl E, Langen KJ, Hmeidan SA et al (2021) Sequential implementation of DSC-MR perfusion and dynamic [(18)F]FET PET allows efficient differentiation of glioma progression from treatment-related changes. Eur J Nucl Med Mol Imaging 48:1956–1965CrossRefPubMed Steidl E, Langen KJ, Hmeidan SA et al (2021) Sequential implementation of DSC-MR perfusion and dynamic [(18)F]FET PET allows efficient differentiation of glioma progression from treatment-related changes. Eur J Nucl Med Mol Imaging 48:1956–1965CrossRefPubMed
10.
Zurück zum Zitat Song S, Wang L, Yang H et al (2021) Static (18)F-FET PET and DSC-PWI based on hybrid PET/MR for the prediction of gliomas defined by IDH and 1p/19q status. Eur Radiol 31:4087–4096CrossRefPubMed Song S, Wang L, Yang H et al (2021) Static (18)F-FET PET and DSC-PWI based on hybrid PET/MR for the prediction of gliomas defined by IDH and 1p/19q status. Eur Radiol 31:4087–4096CrossRefPubMed
11.
Zurück zum Zitat Lee JY, Bjornerud A, Park JE, Lee BE, Kim JH, Kim HS (2019) Permeability measurement using dynamic susceptibility contrast magnetic resonance imaging enhances differential diagnosis of primary central nervous system lymphoma from glioblastoma. Eur Radiol 29:5539–5548CrossRefPubMed Lee JY, Bjornerud A, Park JE, Lee BE, Kim JH, Kim HS (2019) Permeability measurement using dynamic susceptibility contrast magnetic resonance imaging enhances differential diagnosis of primary central nervous system lymphoma from glioblastoma. Eur Radiol 29:5539–5548CrossRefPubMed
12.
Zurück zum Zitat Mangla R, Kolar B, Zhu T, Zhong J, Almast J, Ekholm S (2011) Percentage signal recovery derived from MR dynamic susceptibility contrast imaging is useful to differentiate common enhancing malignant lesions of the brain. AJNR Am J Neuroradiol 32:1004–1010CrossRefPubMedPubMedCentral Mangla R, Kolar B, Zhu T, Zhong J, Almast J, Ekholm S (2011) Percentage signal recovery derived from MR dynamic susceptibility contrast imaging is useful to differentiate common enhancing malignant lesions of the brain. AJNR Am J Neuroradiol 32:1004–1010CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Xing Z, You RX, Li J, Liu Y, Cao DR (2014) Differentiation of primary central nervous system lymphomas from high-grade gliomas by rCBV and percentage of signal intensity recovery derived from dynamic susceptibility-weighted contrast-enhanced perfusion MR imaging. Clin Neuroradiol 24:329–336CrossRefPubMed Xing Z, You RX, Li J, Liu Y, Cao DR (2014) Differentiation of primary central nervous system lymphomas from high-grade gliomas by rCBV and percentage of signal intensity recovery derived from dynamic susceptibility-weighted contrast-enhanced perfusion MR imaging. Clin Neuroradiol 24:329–336CrossRefPubMed
14.
Zurück zum Zitat Boxerman JL, Schmainda KM, Weisskoff RM (2006) Relative cerebral blood volume maps corrected for contrast agent extravasation significantly correlate with glioma tumor grade, whereas uncorrected maps do not. AJNR Am J Neuroradiol 27:859–867PubMedPubMedCentral Boxerman JL, Schmainda KM, Weisskoff RM (2006) Relative cerebral blood volume maps corrected for contrast agent extravasation significantly correlate with glioma tumor grade, whereas uncorrected maps do not. AJNR Am J Neuroradiol 27:859–867PubMedPubMedCentral
15.
Zurück zum Zitat Schmainda KM, Rand SD, Joseph AM et al (2004) Characterization of a first-pass gradient-echo spin-echo method to predict brain tumor grade and angiogenesis. AJNR Am J Neuroradiol 25:1524–1532PubMedPubMedCentral Schmainda KM, Rand SD, Joseph AM et al (2004) Characterization of a first-pass gradient-echo spin-echo method to predict brain tumor grade and angiogenesis. AJNR Am J Neuroradiol 25:1524–1532PubMedPubMedCentral
16.
Zurück zum Zitat Boxerman JL, Prah DE, Paulson ES, Machan JT, Bedekar D, Schmainda KM (2012) The Role of preload and leakage correction in gadolinium-based cerebral blood volume estimation determined by comparison with MION as a criterion standard. AJNR Am J Neuroradiol 33:1081–1087CrossRefPubMedPubMedCentral Boxerman JL, Prah DE, Paulson ES, Machan JT, Bedekar D, Schmainda KM (2012) The Role of preload and leakage correction in gadolinium-based cerebral blood volume estimation determined by comparison with MION as a criterion standard. AJNR Am J Neuroradiol 33:1081–1087CrossRefPubMedPubMedCentral
17.
Zurück zum Zitat Paulson ES, Schmainda KM (2008) Comparison of dynamic susceptibility-weighted contrast-enhanced MR methods: recommendations for measuring relative cerebral blood volume in brain tumours. Radiology 249:601–613CrossRefPubMedPubMedCentral Paulson ES, Schmainda KM (2008) Comparison of dynamic susceptibility-weighted contrast-enhanced MR methods: recommendations for measuring relative cerebral blood volume in brain tumours. Radiology 249:601–613CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Paulson ES, Prah DE, Schmainda KM (2016) Spiral Perfusion Imaging With Consecutive Echoes (SPICE™) for the simultaneous mapping of DSC- and DCE-MRI parameters in brain tumor patients: theory and initial feasibility. Tomography 2:295–307CrossRefPubMedPubMedCentral Paulson ES, Prah DE, Schmainda KM (2016) Spiral Perfusion Imaging With Consecutive Echoes (SPICE™) for the simultaneous mapping of DSC- and DCE-MRI parameters in brain tumor patients: theory and initial feasibility. Tomography 2:295–307CrossRefPubMedPubMedCentral
19.
Zurück zum Zitat Boxerman JL, Quarles CC, Hu LS et al (2020) Consensus recommendations for a dynamic susceptibility contrast MRI protocol for use in high-grade gliomas. Neuro Oncol 22:1262–1275CrossRefPubMedPubMedCentral Boxerman JL, Quarles CC, Hu LS et al (2020) Consensus recommendations for a dynamic susceptibility contrast MRI protocol for use in high-grade gliomas. Neuro Oncol 22:1262–1275CrossRefPubMedPubMedCentral
20.
Zurück zum Zitat Pons-Escoda A, Garcia-Ruiz A, Naval-Baudin P et al (2020) Presurgical identification of primary central nervous system lymphoma with normalized time-intensity curve: a pilot study of a new method to analyze DSC-PWI. AJNR Am J Neuroradiol 41:1816–1824CrossRefPubMedPubMedCentral Pons-Escoda A, Garcia-Ruiz A, Naval-Baudin P et al (2020) Presurgical identification of primary central nervous system lymphoma with normalized time-intensity curve: a pilot study of a new method to analyze DSC-PWI. AJNR Am J Neuroradiol 41:1816–1824CrossRefPubMedPubMedCentral
21.
Zurück zum Zitat Boxerman JL, Paulson ES, Prah MA, Schmainda KM (2013) The effect of pulse sequence parameters and contrast agent dose on percentage signal recovery in DSC-MRI: implications for clinical applications. AJNR Am J Neuroradiol 34:1364–1369CrossRefPubMedPubMedCentral Boxerman JL, Paulson ES, Prah MA, Schmainda KM (2013) The effect of pulse sequence parameters and contrast agent dose on percentage signal recovery in DSC-MRI: implications for clinical applications. AJNR Am J Neuroradiol 34:1364–1369CrossRefPubMedPubMedCentral
22.
Zurück zum Zitat Quarles CC, Bell LC, Stokes AM (2019) Imaging vascular and hemodynamic features of the brain using dynamic susceptibility contrast and dynamic contrast enhanced MRI. Neuroimage 187:32–55CrossRefPubMed Quarles CC, Bell LC, Stokes AM (2019) Imaging vascular and hemodynamic features of the brain using dynamic susceptibility contrast and dynamic contrast enhanced MRI. Neuroimage 187:32–55CrossRefPubMed
23.
Zurück zum Zitat Cindil E, Sendur HN, Cerit MN et al (2022) Prediction of IDH mutation status in high-grade gliomas using DWI and high T1-weight DSC-MRI. Acad Radiol 29(Suppl 3):S52–S62CrossRefPubMed Cindil E, Sendur HN, Cerit MN et al (2022) Prediction of IDH mutation status in high-grade gliomas using DWI and high T1-weight DSC-MRI. Acad Radiol 29(Suppl 3):S52–S62CrossRefPubMed
24.
Zurück zum Zitat Donahue KM, Krouwer HG, Rand SD et al (2000) Utility of simultaneously acquired gradient-echo and spin-echo cerebral blood volume and morphology maps in brain tumor patients. Magn Reson Med 43:845–853CrossRefPubMed Donahue KM, Krouwer HG, Rand SD et al (2000) Utility of simultaneously acquired gradient-echo and spin-echo cerebral blood volume and morphology maps in brain tumor patients. Magn Reson Med 43:845–853CrossRefPubMed
25.
Zurück zum Zitat Cha S, Knopp EA, Johnson G, Wetzel SG, Litt AW, Zagzag D (2002) Intracranial mass lesions: dynamic contrast-enhanced susceptibility-weighted echo-planar perfusion MR imaging. Radiology 223:11–29CrossRefPubMed Cha S, Knopp EA, Johnson G, Wetzel SG, Litt AW, Zagzag D (2002) Intracranial mass lesions: dynamic contrast-enhanced susceptibility-weighted echo-planar perfusion MR imaging. Radiology 223:11–29CrossRefPubMed
26.
Zurück zum Zitat Lee MD, Baird GL, Bell LC, Quarles CC, Boxerman JL (2019) Utility of percentage signal recovery and baseline signal in DSC-MRI optimised for relative CBV measurement for differentiating glioblastoma, lymphoma, metastasis, and meningioma. AJNR Am J Neuroradiol 40:1445–1450PubMedPubMedCentral Lee MD, Baird GL, Bell LC, Quarles CC, Boxerman JL (2019) Utility of percentage signal recovery and baseline signal in DSC-MRI optimised for relative CBV measurement for differentiating glioblastoma, lymphoma, metastasis, and meningioma. AJNR Am J Neuroradiol 40:1445–1450PubMedPubMedCentral
27.
Zurück zum Zitat Bell LC, Hu LS, Stokes AM, McGee SC, Baxter LC, Quarles CC (2017) Characterizing the influence of preload dosing on percent signal recovery (PSR) and cerebral blood volume (CBV) measurements in a patient population with high-grade glioma using dynamic susceptibility contrast MRI. Tomography 3:89–95CrossRefPubMedPubMedCentral Bell LC, Hu LS, Stokes AM, McGee SC, Baxter LC, Quarles CC (2017) Characterizing the influence of preload dosing on percent signal recovery (PSR) and cerebral blood volume (CBV) measurements in a patient population with high-grade glioma using dynamic susceptibility contrast MRI. Tomography 3:89–95CrossRefPubMedPubMedCentral
28.
Zurück zum Zitat Pons-Escoda A, Garcia-Ruiz A, Naval-Baudin P et al (2022) Voxel-level analysis of normalized DSC-PWI time-intensity curves: a potential generalizable approach and its proof of concept in discriminating glioblastoma and metastasis. Eur Radiol 32:3705–3715CrossRefPubMed Pons-Escoda A, Garcia-Ruiz A, Naval-Baudin P et al (2022) Voxel-level analysis of normalized DSC-PWI time-intensity curves: a potential generalizable approach and its proof of concept in discriminating glioblastoma and metastasis. Eur Radiol 32:3705–3715CrossRefPubMed
29.
Zurück zum Zitat Cindil E, Sendur HN, Cerit MN et al (2021) Validation of combined use of DWI and percentage signal recovery-optimised protocol of DSC-MRI in differentiation of high-grade glioma, metastasis, and lymphoma. Neuroradiology 63:331–342CrossRefPubMed Cindil E, Sendur HN, Cerit MN et al (2021) Validation of combined use of DWI and percentage signal recovery-optimised protocol of DSC-MRI in differentiation of high-grade glioma, metastasis, and lymphoma. Neuroradiology 63:331–342CrossRefPubMed
30.
Zurück zum Zitat Pons-Escoda A, Garcia-Ruiz A, Naval-Baudin P et al (2022) Diffuse Large B-Cell Epstein-Barr Virus-Positive Primary CNS Lymphoma in Non-AIDS Patients: High Diagnostic Accuracy of DSC Perfusion Metrics. AJNR Am J Neuroradiol 43:1567–1574PubMedPubMedCentral Pons-Escoda A, Garcia-Ruiz A, Naval-Baudin P et al (2022) Diffuse Large B-Cell Epstein-Barr Virus-Positive Primary CNS Lymphoma in Non-AIDS Patients: High Diagnostic Accuracy of DSC Perfusion Metrics. AJNR Am J Neuroradiol 43:1567–1574PubMedPubMedCentral
32.
Zurück zum Zitat Perez-Rodriguez J, Lai S, Ehst BD, Fine DM, Bluemke DA (2009) Nephrogenic systemic fibrosis: incidence, associations, and effect of risk factor assessment–report of 33 cases. Radiology 250:371–377CrossRefPubMedPubMedCentral Perez-Rodriguez J, Lai S, Ehst BD, Fine DM, Bluemke DA (2009) Nephrogenic systemic fibrosis: incidence, associations, and effect of risk factor assessment–report of 33 cases. Radiology 250:371–377CrossRefPubMedPubMedCentral
33.
Zurück zum Zitat Gulani V, Calamante F, Shellock FG, Kanal E, Reeder SB (2017) Gadolinium deposition in the brain: summary of evidence and recommendations. Lancet Neurol 16:564–570CrossRefPubMed Gulani V, Calamante F, Shellock FG, Kanal E, Reeder SB (2017) Gadolinium deposition in the brain: summary of evidence and recommendations. Lancet Neurol 16:564–570CrossRefPubMed
Metadaten
Titel
Improved performance of non-preloaded and high flip-angle dynamic susceptibility contrast perfusion-weighted imaging sequences in the presurgical differentiation of brain lymphoma and glioblastoma
verfasst von
Feng Wang
Xiaofang Zhou
Ruiquan Chen
Jie Kang
Xinyi Yang
Jinzhu Lin
Fang Liu
Dairong Cao
Zhen Xing
Publikationsdatum
13.07.2023
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 12/2023
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-023-09917-1

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