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Evaluation of some MR and PET techniques in the differential diagnosis of intracranial lesions
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Surgical Sciences, Neuroradiologi.
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Description
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 [en]
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: urn:nbn:se:uu:diva-538142ISBN: 978-91-513-2230-8 (print)OAI: oai:DiVA.org:uu-538142DiVA, id: diva2:1897709
Public defence
2024-11-01, H:son-Holmdahlsalen, Ing 100, 2 tr, Akademiska sjukhuset, Uppsala, 13:15 (Swedish)
Opponent
Supervisors
Available from: 2024-10-10 Created: 2024-09-14 Last updated: 2024-10-10
List of papers
1. The value of magnetic resonance spectroscopy as a supplement to MRI of the brain in a clinical setting
Open this publication in new window or tab >>The value of magnetic resonance spectroscopy as a supplement to MRI of the brain in a clinical setting
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2018 (English)In: PLOS ONE, E-ISSN 1932-6203, Vol. 13, no 11, article id e0207336Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: There are different opinions of the clinical value of MRS of the brain. In selected materials MRS has demonstrated good results for characterisation of both neoplastic and non-neoplastic lesions. The aim of this study was to evaluate the supplemental value of MR spectroscopy (MRS) in a clinical setting.

MATERIAL AND METHODS: MRI and MRS were re-evaluated in 208 cases with a clinically indicated MRS (cases with uncertain or insufficient information on MRI) and a confirmed diagnosis. Both single voxel spectroscopy (SVS) and chemical shift imaging (CSI) were performed in 105 cases, only SVS or CSI in 54 and 49 cases, respectively. Diagnoses were grouped into categories: non-neoplastic disease, low-grade tumour, and high-grade tumour. The clinical value of MRS was considered very beneficial if it provided the correct category or location when MRI did not, beneficial if it ruled out suspected diseases or was more specific than MRI, inconsequential if it provided the same level of information, or misleading if it provided less or incorrect information.

RESULTS: There were 70 non-neoplastic lesions, 43 low-grade tumours, and 95 high-grade tumours. For MRI, the category was correct in 130 cases (62%), indeterminate in 39 cases (19%), and incorrect in 39 cases (19%). Supplemented with MRS, 134 cases (64%) were correct, 23 cases (11%) indeterminate, and 51 (25%) incorrect. Additional information from MRS was beneficial or very beneficial in 31 cases (15%) and misleading in 36 cases (17%).

CONCLUSION: In most cases MRS did not add to the diagnostic value of MRI. In selected cases, MRS may be a valuable supplement to MRI.

National Category
Radiology, Nuclear Medicine and Medical Imaging Clinical Laboratory Medicine
Research subject
Pathology
Identifiers
urn:nbn:se:uu:diva-366792 (URN)10.1371/journal.pone.0207336 (DOI)000450254000069 ()30440005 (PubMedID)
Available from: 2018-11-24 Created: 2018-11-24 Last updated: 2024-09-14Bibliographically approved
2. Evaluation of the INTERPRET decision-support system: can it improve the diagnostic value of magnetic resonance spectroscopy of the brain?
Open this publication in new window or tab >>Evaluation of the INTERPRET decision-support system: can it improve the diagnostic value of magnetic resonance spectroscopy of the brain?
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2019 (English)In: Neuroradiology, ISSN 0028-3940, E-ISSN 1432-1920, Vol. 61, no 1, p. 43-53Article in journal (Refereed) Published
Abstract [en]

Purpose: We evaluated in a clinical setting the INTERPRET decision-support system (DSS), a software generated to aid in MRS analysis to achieve a specific diagnosis for brain lesions.

Methods: The material consisted of 100 examinations of focal intracranial lesions with confirmed diagnoses. MRS was obtained at 1.5 T using TE 20–30 ms. Data were processed with the LCModel for conventional analysis. The INTERPRET DSS 3.1. was used to obtain specific diagnoses. MRI and MRS were reviewed by one interpreter. DSS analysis was made by another interpreter, in 80 cases by two interpreters. The diagnoses were compared with the definitive diagnoses. For comparisons between DSS, conventional MRS analysis, and MRI, the diagnoses were categorised: high-grade tumour, low-grade tumour, non-neoplastic lesion.

Results: Interobserver agreement in choosing the diagnosis from the INTERPRET database was 75%. The diagnosis was correct in 38/100 cases, incorrect in 57 cases. No good match was found in 5/100 cases. The diagnostic category was correct with DSS/conventional MRS/MRI in 67/58/52 cases, indeterminate in 5/8/20 cases, incorrect in 28/34/28 cases. Results with DSS were not significantly better than with conventional MRS analysis. All definitive diagnoses did not exist in the INTERPRET database. In the 61 adult patients with the diagnosis included in the database, DSS/conventional MRS/MRI yielded a correct diagnosis category in 48/32/29 cases (DSS vs conventional MRS: p = 0.002, DSS vs MRI: p = 0.0004).

Conclusion: Use of the INTERPRET DSS did not improve MRS categorisation of the lesions in the unselected clinical cases. In adult patients with lesions existing in the INTERPRET database, DSS improved the results, which indicates the potential of this software with an extended database.

Keywords
Brain, Computer-aided diagnosis, Decision-support system, Magnetic resonance imaging, Magnetic resonance spectroscopy
National Category
Radiology, Nuclear Medicine and Medical Imaging Clinical Laboratory Medicine
Research subject
Pathology
Identifiers
urn:nbn:se:uu:diva-366791 (URN)10.1007/s00234-018-2129-7 (DOI)000456076500010 ()30443796 (PubMedID)
Available from: 2018-11-24 Created: 2018-11-24 Last updated: 2024-09-14Bibliographically approved
3. Intravoxel incoherent motion imaging and dynamic susceptibility contrast perfusion MRI in differentiation between recurrent intracranial tumor and treatment-induced changes
Open this publication in new window or tab >>Intravoxel incoherent motion imaging and dynamic susceptibility contrast perfusion MRI in differentiation between recurrent intracranial tumor and treatment-induced changes
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(English)Manuscript (preprint) (Other academic)
National Category
Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:uu:diva-538129 (URN)
Available from: 2024-09-10 Created: 2024-09-10 Last updated: 2024-09-14
4. (18)F-FLT-PET compared to (11)C-methionine-PET in the differential diagnosis between recurrent intracranial tumors and treatment-induced changes
Open this publication in new window or tab >>(18)F-FLT-PET compared to (11)C-methionine-PET in the differential diagnosis between recurrent intracranial tumors and treatment-induced changes
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(English)Manuscript (preprint) (Other academic)
National Category
Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:uu:diva-538130 (URN)
Available from: 2024-09-10 Created: 2024-09-10 Last updated: 2024-09-14

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