| Literature DB >> 34719725 |
Anke W van der Eerden1,2, Thomas L A van den Heuvel3, Marnix C Maas3, Priya Vart4, Pieter E Vos5, Bram Platel3, Bozena M Góraj3, Rashindra Manniesing3.
Abstract
INTRODUCTION: In order to augment the certainty of the radiological interpretation of "possible microbleeds" after traumatic brain injury (TBI), we assessed their longitudinal evolution on 3-T SWI in patients with moderate/severe TBI.Entities:
Keywords: Brain injuries; Cerebral hemorrhage; Diffuse axonal injury,; Longitudinal studies; Magnetic resonance imaging; Traumatic
Mesh:
Year: 2021 PMID: 34719725 PMCID: PMC9117345 DOI: 10.1007/s00234-021-02839-z
Source DB: PubMed Journal: Neuroradiology ISSN: 0028-3940 Impact factor: 2.995
Fig. 1Overview of study procedure. TBI traumatic brain injury, t1 3 (2–5) weeks after TBI, t2 26 (25–28) weeks after TBI, CAD computer-aided detection
Definition of possible and definite microbleed
| Definite microbleed | Possible microbleed |
|---|---|
| Area of SWI signal void | May be less hypo-intense |
| At least half surrounded by brain parenchyma | At least half surrounded by brain parenchyma |
| Well-defined, with clear margins | May be less well-defined |
| 2 to 10 mm in size in at least one plane | 2 to 10 mm in size in at least one plane |
| Distinct appearance from potential mimics (e.g., calcium and iron deposits, bone, or vessel flow voids) | The differentiation from a mimic may be uncertain, but a microbleed must be the most likely diagnosis |
| Not part of an intraparenchymal hemorrhage or contusion | Not part of an intraparenchymal hemorrhage or contusion |
To be classified as a definite microbleed, all of the criteria in the left column had to be met. Configurations that were less hypo-intense, less well-defined, and/or differentiable with less certainty from a potential mimic were classified as a possible microbleed (right column)
Imaging parameters
| MPRAGE | SWI | |
|---|---|---|
| TR (ms) | 2300 | 27 |
| TE (ms) | 2.98 | 20.0 |
| TI (ms) | 900 | |
| Flip angle (degrees) | 9 | 15 |
| Bandwidth (Hz/pixel) | 240 | 120 |
| Slice thickness (mm) | 1.0 | 1.0 |
| Voxel-size (mm) | 1.0 × 1.0 × 1.0 | 1.0 × 1.0 × 1.0 |
| FOV (mm) | 256 | 250 |
| TA (minutes) | 5:21 | 7:44 |
| Dimension | 3D | 3D |
Adapted from [9]
TA acquisition time
Number of microbleeds and concomitant lesions in each MARS-region 3 weeks after TBI
| MARS-region | Definite microbleeds | Possible microbleeds | IPH | NHC | SAH | SDH | EDH |
|---|---|---|---|---|---|---|---|
| Frontal | 314.0 (6.9) | 56.7 (1.0) | 22 (0) | 0 (0) | 5 (0) | 0 (0) | 0 (0) |
| Temporal | 246.8 (7.8) | 55.6 (.8) | 20 (0) | 2 (0) | 1 (0) | 0 (0) | 1 (0) |
| Parietal | 75.8 (1.8) | 22.3 (.0) | 2 (0) | 0 (0) | 7 (0) | 0 (0) | 0 (0) |
| Cerebellum | 19.2 (.0) | 10.3 (.0) | 1 (0) | 0 (0) | 16 (0) | 0 (0) | 0 (0) |
| Brainstem | 33.6 (.2) | 5.3 (.0) | 1 (0) | 2 (0) | 0 (0) | 1 (0) | 0 (0) |
| Optic pathways | 16.7 (.0) | 5.1 (.0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Corpus callosum | 39.9 (.0) | 4.9 (.0) | 3 (0) | 1 (0) | 0 (0) | 0 (0) | 0 (0) |
| Insula | 10.2 (.0) | 4.6 (.0) | 1 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| External capsule | 13.1 (.0) | 3.9 (.0) | 0 (0) | 0 (0) | - | - | - |
| Occipital | 32.2 (.8) | 3.1 (.0) | 2 (0) | 0 (0) | 1 (0) | 0 (0) | 1 (0) |
| Internal capsule | 9.4 (.0) | 2.1 (.0) | 1 (0) | 0 (0) | - | - | - |
| Basal ganglia | 25.7 (.0) | 2.0 (.0) | 2 (0) | 0 (0) | - | - | - |
| Deep and periventricular white matter | 24.9 (.2) | 1.5 (.0) | 1 (0) | 0 (0) | - | - | - |
| Thalamus | 4.5 (.0) | .0 (.0) | 0 (0) | 0 (0) | - | - | - |
| Whole brain | 865 (24) | 173 (5) | 56 (1) | 5 (0) | 30 (1) | 1 (0) | 2 (0) |
Values are total number of lesions (median number of lesions per patient) at t1 at single-scan evaluation. Only lesions that met the criteria described in the were counted; e.g., epidural hematomas of < 1-cm thickness were excluded from these numbers. No values regarding extra-axial hemorrhage are presented for the regions “deep and periventricular white matter,” “basal ganglia,” “thalamus,” “internal capsule,” and “external capsule,” as due to their location they cannot be adjacent to extra-axial injury
The anatomical MARS regions are presented in descending order of number of possible microbleeds at t1
MARS Microbleed Anatomical Rating Scale [13], TBI traumatic brain injury, IPH intraparenchymal hemorrhages, NHC non-hemorrhagic contusions, SAH subarachnoid hemorrhages, SDH subdural hematomas, EDH epidural hematomas
Causes of classification differences between t1 and t2
| Etiological category | Subcategory | Number of microbleeds (%) | |
|---|---|---|---|
| From possible to no ( | From possible to definite ( | ||
| Pathophysiological differencea | 7 (8%) | 5 (19%) | |
| Possible pathophysiological differenceb | 2 (2%) | 5 (19%) | |
| Interpretation-related | Equivocal classification of microbleedc | 4 (4%) | 1 (4%) |
| Missed by CAD and expert | 0 (0%) | 0 (0%) | |
| Misinterpreted | 39 (42%) | 5 (19%) | |
| Technique-related | Misregistration or missegmentation | 2 (2%) | 7 (26%) |
| Artifact hampering the interpretationd | 36 (39%) | 4 (15%) | |
| Artifact precluding evaluatione | 3 (3%) | 0 (0%) | |
When comparing the susceptibility weighted imaging (SWI) scans, it is highly likely that the microbleed pathophysiologically changed from the first to the second scan
bThe microbleed looks different at t1 and t2, but uncertainty remains whether the different appearance reflects a pathophysiological or a technical difference
Both possible and definite microbleed can be advocated
dVisible at both scans, but classified differently due to an artifact. For example, microbleed’s appearance changes from definite to possible due to blurring by an artifact
eArtifact making the microbleed invisible at one scan while visible at the other
Predictors of the t2-classification of possible microbleeds at t1
| OR (95% CI, | OR (95% CI, | |||
|---|---|---|---|---|
| Univariable analyses | Multivariable analysis | Univariable analyses | Multivariable analysis | |
| Elongated shapea | .56 (.17–1.87, .350) | - | 1.11 (.24–5.17, .892) | - |
| Distance from inner surface of skull (mm) | 1.02 (.97–1.08, .368) | - | 1.02 (.96–1.09, .527) | - |
| Number of definite microbleeds within 2 cm of the microbleed under evaluationb | .97 (.83–1.12, .638) | .95 (.80–1.13, .550) | 1.23 (1.04–1.45, .015)* | 1.22 (1.02–1.45, .028)* |
| Extra-axial injury scorec | 1.07 (.77–1.50, .680) | 1.34 (.89–2.03, .159) | 1.54 (1.03–2.29, .034)* | 1.77 (1.09–2.85, .020)* |
| Number of intraparenchymal hemorrhagesc | .99 (.42–2.35, .987) | - | .56 (.11–2.83, .484) | - |
| Number of non-hemorrhagic contusionsc | .41 (.07–2.28, .307) | - | -f | - |
| Total number of definite microbleeds at | 1.00 (.99–1.02, .671) | - | 1.01 (.98–1.03, .547) | - |
| GCS at arrival at the ED | .90 (.74–1.10, .300) | .90 (.74–1.10, .319) | 1.20 (.98–1.47, .072)(*) | 1.19 (.99–1.43, .071) |
| Male gender | 2.90 (1.10–7.68, .032)* | 3.08 (.98–9.68, .054) | 1.43 (.35–5.81, .619) | 1.22 (.33–4.46, .765) |
| Age (years)d | .99 (.96–1.02, .519) | - | .97 (.93–1.02, .221) | - |
| Signs of elevated intracranial pressure at the EDe | .84 (.45–1.58, .591) | - | .53 (no convergence achieved) | - |
Results of two-level multinomial logistic regression analyses with random effects for patient ID, using the classification at t2 as the dependent variable. Staying possible is the reference category. The multivariable analyses include all independent variables with p < .2 in the univariable analyses (see for a list of the independent variables). For example, for each additional definite microbleed within 2 cm of the possible microbleed under evaluation, the odds of being classified as a definite microbleed at t2 independently increased with a factor 1.22
*p < .05
(*)included in multivariable analysis, because p < .2 in univariable analysis
aDefined as longest axis ≥ 2* short axis
bAt single-scan evaluation
cIn the same MARS region at t1, normalized to the volume of the MARS region in MNI space
dAt the day of trauma
eGeneralized or hemispheric edema with effacement of sulci, compressed ventricles or basal cisterns and midline shift > 5 mm (yes/no)
fNone of the possible microbleeds at t1 in a MARS region with non-hemorragic contusion, corresponded to a definite microbleed at t2
GCS Glasgow Coma Scale score, ED emergency department
Fig. 2Anatomical distribution of possible microbleeds at t1 corresponding to no, possible, and definite microbleeds at t2. The x-axis shows the anatomical regions in descending order of number of possible microbleeds at t1. Thalamus is not on the x-axis, as it contained no possible microbleeds at t1. The y-axis shows per region the percentage of possible microbleeds at t1 that was classified as definite (circle), possible (square), or no (cross) microbleed at t2. t1: 3 (2–5) weeks after TBI, t2: 26 (25–28) weeks after TBI, def: definite microbleed, pos: possible microbleed, not: no microbleed
Fig. 3Examples of possible microbleeds at t1 classified differently at t2. a Pathophysiological difference (disappearance); b possible pathophysiological difference, with slightly decreased signal intensity and increased blooming at t2, which may be caused by a technical difference between the scans or by a pathophysiological change; c equivocal classification, especially at t1 this configuration can as well be classified as a possible microbleed as as a continuation of the blood vessel medial to it; d misinterpreted otherwise: this subarachnoid blood was mistaken for a possible microbleed at t1; e misregistration or missegmentation: at both time-points, this possible microbleed was segmented too small; the segmentations did not overlap, resulting in a false mismatch in the automatic comparison step; f artifact hampering the interpretation (susceptibility at air-tissue interface); g artifact precluding evaluation at t2 (susceptibility at air-tissue interface). Images are axial images. Arrows point to the microbleeds discussed. In e, the automatic segmentation resulted in the closed curves. t1: 3 (2–5) weeks after TBI, t2: 26 (25–28) weeks after TBI