The effect of gadolinium-based contrast-agents on automated brain atrophy measurements by FreeSurfer in patients with multiple sclerosis
Creators
- 1. Department of Clinical Medicine, University of Bergen, Bergen (Norway)
- 2. Department of Radiology and Nuclear Medicine, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Location VUmc, De Boelelaan 1118, 1081 HZ, Amsterdam (Netherlands)
- 3. Department of Neurology, St. Olav's University Hospital, Trondheim (Norway)
- 4. Neuro-SysMed, Department of Neurology, Haukeland University Hospital, Bergen (Norway)
- 5. Institutes of Neurology and Healthcare Engineering, UCL London, London (United Kingdom)
- 6. Norwegian Multiple Sclerosis Competence Centre, Department of Neurology, Haukeland University Hospital, Bergen (Norway)
Description
To determine whether reliable brain atrophy measures can be obtained from post-contrast 3D T1-weighted images in patients with multiple sclerosis (MS) using FreeSurfer. Twenty-two patients with MS were included, in which 3D T1-weighted MR images were obtained during the same scanner visit, with the same acquisition protocol, before and after administration of gadolinium-based contrast agents (GBCAs). Two FreeSurfer versions (v.6.0.1 and v.7.1.1.) were applied to calculate grey matter (GM) and white matter (WM) volumes and global and regional cortical thickness. The consistency between measures obtained in pre- and post-contrast images was assessed by intra-class correlation coefficient (ICC), the difference was investigated by paired t-tests, and the mean percentage increase or decrease was calculated for total WM and GM matter volume, total deep GM and thalamus volume, and mean cortical thickness. Good to excellent reliability was found between all investigated measures, with ICC ranging from 0.926 to 0.996, all p values < 0.001. GM volumes and cortical thickness measurements were significantly higher in post-contrast images by 3.1 to 17.4%, while total WM volume decreased significantly by 1.7% (all p values < 0.001). The consistency between values obtained from pre- and post-contrast images was excellent, suggesting it may be possible to extract reliable brain atrophy measurements from T1-weighted images acquired after administration of GBCAs, using FreeSurfer. However, absolute values were systematically different between pre- and post-contrast images, meaning that such images should not be compared directly. Potential systematic effects, possibly dependent on GBCA dose or the delay time after contrast injection, should be investigated. Clinical trials.gov. identifier: NCT 00360906. The influence of gadolinium-based contrast agents (GBCAs) on atrophy measurements is still largely unknown and challenges the use of a considerable source of historical and prospective real-world data. In 22 patients with multiple sclerosis, the consistency between brain atrophy measurements obtained from pre- and post-contrast images was excellent, suggesting it may be possible to extract reliable atrophy measurements in T1-weighted images acquired after administration of GBCAs, using FreeSurfer. Absolute values were systematically different between pre- and post-contrast images, meaning that such images should not be compared directly, and measurements extracted from certain regions (e.g., the temporal pole) should be interpreted with caution.
Availability note (English)
Available from: http://dx.doi.org/10.1007/s00330-021-08405-8Additional details
Identifiers
Publishing Information
- Journal Title
- European Radiology (Internet)
- Journal Volume
- 32
- Journal Issue
- 5
- Journal Page Range
- p. 3576-3587
- ISSN
- 1432-1084
- CODEN
- EURAE3
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 53062299
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ATROPHY; CEREBRAL CORTEX; CLINICAL TRIALS; COMPARATIVE EVALUATIONS; COMPUTER CODES; CONTRAST MEDIA; ERRORS; GADOLINIUM COMPOUNDS; IMAGE PROCESSING; INJECTION; NERVOUS SYSTEM DISEASES; NMR IMAGING; QUALITY CONTROL; RELAXATION TIME; RELIABILITY; SCATTERPLOTS; THALAMUS; THICKNESS; THREE-DIMENSIONAL CALCULATIONS; TIME DELAY; WEIGHTING FUNCTIONS
- Descriptors DEC
- BODY; BRAIN; CENTRAL NERVOUS SYSTEM; CEREBRUM; CONTROL; DIAGNOSTIC TECHNIQUES; DIAGRAMS; DIMENSIONS; DISEASES; EVALUATION; FUNCTIONS; INFORMATION; INTAKE; NERVOUS SYSTEM; ORGANS; PATHOLOGICAL CHANGES; PROCESSING; RARE EARTH COMPOUNDS; TESTING