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Intravoxel incoherent motion imaging and dynamic susceptibility contrast perfusion MRI in differentiation between recurrent intracranial tumor and treatment-induced changes
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Surgical Sciences, Neuroradiology.ORCID iD: 0000-0002-4598-3050
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Surgical Sciences, Neuroradiology.ORCID iD: 0000-0002-6702-4053
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Surgical Sciences, Molecular imaging and medical physics.ORCID iD: 0000-0002-7400-3234
(Onkologi)
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2025 (English)In: Neuroradiology, ISSN 0028-3940, E-ISSN 1432-1920, Vol. 67, no 6, p. 1423-1433Article in journal (Refereed) Published
Abstract [en]

Purpose

To compare intravoxel incoherent motion (IVIM) imaging to dynamic susceptibility-weighted contrast (DSC) perfusion MRI in differentiating tumor recurrence from treatment-induced changes.

Methods

Our prospective study included patients previously treated with radiotherapy for intracranial tumors who later developed a new or increasing contrast-enhancing lesion. The final diagnosis was based on neuropathology or 6-month follow-up. MR examinations were performed for calculation of the perfusion fraction (f) using the IVIM technique and relative blood volume (rCBV) using DSC perfusion. Measurements of f and rCBV were made by two independent readers in hotspots when possible, but otherwise in the whole enhancing region. Measures of rCBV were normalized to the contralateral region. Receiver operating characteristics (ROC) analysis was performed.

Results

Sixty patients (35 men, median age 49, range 20–77) were evaluated. Forty-four patients had tumor recurrence and 16 had treatment-induced changes. Mean f was 0.090 for tumors and 0.058 for treatment-induced changes (p = 0.002). Mean rCBV was 3.52 and 1.79, respectively (p = 0.002). The area under the curve (AUC) in the ROC analysis was 0.72 for f and 0.77 for rCBV. Cutoff values of 0.073 for f and 2.26 for rCBV yielded equal values for sensitivity (73%), specificity (75%), and accuracy (73%). The 90th percentile value of rCBV was 4.77 for tumors and 2.53 for treatment-induced changes (p = 0.0004) and yielded the highest AUC (0.79) and a sensitivity/specificity/accuracy of 80%/75%/78% at cutoff value 3.25.

Conclusion

The accuracy of the IVIM parameter f is similar to that of rCBV in differentiating tumor recurrence from treatment-induced changes.

Place, publisher, year, edition, pages
Springer, 2025. Vol. 67, no 6, p. 1423-1433
Keywords [en]
Intracranial neoplasms, Tumor recurrence, Radiation injuries, Magnetic resonance imaging, Perfusion
National Category
Radiology, Nuclear Medicine and Medical Imaging Cancer and Oncology
Identifiers
URN: urn:nbn:se:uu:diva-538129DOI: 10.1007/s00234-025-03575-4ISI: 001467639100001PubMedID: 40116943Scopus ID: 2-s2.0-105000524525OAI: oai:DiVA.org:uu-538129DiVA, id: diva2:1896295
Note

De två första författarna delar förstaförfattarskapet

Available from: 2024-09-10 Created: 2024-09-10 Last updated: 2025-11-20Bibliographically approved
In thesis
1. Evaluation of some MR and PET techniques in the differential diagnosis of intracranial lesions
Open this publication in new window or tab >>Evaluation of some MR and PET techniques in the differential diagnosis of intracranial lesions
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

There are many different causes of intracranial lesions including infection, inflammation, stroke, tumors, and trauma. To investigate the nature of a lesion, various MR (magnetic resonance) and PET (positron emission tomography) techniques are used that can give information about the anatomical, physiological, and metabolic properties of the lesion and thereby aid in the differential diagnostic procedure. The treatment for brain tumors can include radiation therapy, which can induce brain changes that are difficult to differentiate from a recurring tumor. This thesis evaluates the investigation of intracranial lesions with several MR and PET techniques.  

Paper I delt with an evaluation of how much additional information MRS (magnetic resonance spectroscopy) provides in clinical patients compared to MRI (magnetic resonance imaging). In this study that included  208 cases, it was found that the additional information gained from MRS was beneficial or very beneficial in 15% of the cases and misleading in 17% of the cases. In Paper II, a sub-population (n = 100) of the patients in Paper I  was investigated. In this paper, use of a decision-support system, INTERPRET DSS 3.1, was compared with conventional analysis of MRS with regard to the correct evaluation of focal lesions. Comparing INTERPRET DSS with conventionally analyzed  MRS and MRI, the diagnostic category was correct in 67/58/52 cases, indeterminate in 5/8/20 cases, and incorrect in 28/34/28 cases. In Papers III–IV, the differentiation of tumor recurrence from treatment-induced changes was evaluated. In Paper III, MR examinations were performed for calculation of the perfusion fraction (f) using the intravoxel incoherent motion imaging (IVIM) technique and for the relative cerebral blood volume (rCBV) using dynamic susceptibility contrast (DSC) perfusion in 60 patients. The accuracy of the IVIM parameter f was similar to that of rCBV in differentiating tumor recurrence from treatment-induced changes. In Paper IV, two PET techniques (11C-methionine and 18F-fluorothymidine) were compared in 48 patients. Both techniques had similar efficacy in differential diagnosis between recurrent intracranial tumor and treatment-induced changes. 

In conclusion, conventionally analyzed MRS did not add to the diagnostic value of MRI in general. In focal lesions, the INTERPRET DSS system did not improve the categorization of the lesions significantly compared to conventional analysis of MRS but did so compared to MR imaging alone. IVIM can be used to differentiate tumor recurrence from treatment-induced changes. The PET tracers 11C-methionine and 18F-fluorothymidine have a similar diagnostic ability to separate tumor recurrence from treatment-induced changes.  

Place, publisher, year, edition, pages
Uppsala: Acta Universitatis Upsaliensis, 2024. p. 59
Series
Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Medicine, ISSN 1651-6206 ; 2075
Keywords
Brain diseases, Decision-support system, Magnetic resonance imaging, Magnetic resonance spectroscopy, Perfusion, Positron emission tomography, Radiation injuries
National Category
Radiology, Nuclear Medicine and Medical Imaging
Research subject
Radiology
Identifiers
urn:nbn:se:uu:diva-538142 (URN)978-91-513-2230-8 (ISBN)
Public defence
2024-11-01, H:son-Holmdahlsalen, Ing 100, 2 tr, Akademiska sjukhuset, Uppsala, 13:15 (Swedish)
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Supervisors
Available from: 2024-10-10 Created: 2024-09-14 Last updated: 2024-10-10

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Hellström, JussiHuq, IshitaWitt Nyström, PetraBlomquist, ErikLibard, SylwiaRaininko, RailiWikström, Johan

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