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2.
J Affect Disord ; 281: 908-917, 2021 02 15.
Article in English | MEDLINE | ID: mdl-33279261

ABSTRACT

BACKGROUND: Previous MRI studies reported deep grey matter volume increases after electroconvulsive therapy (ECT) in patients with major depressive disorder (MDD). However, the clinical correlates of these changes are still unclear. It remains debated whether such volume changes are transient, and if they correlate with affective changes over time. We here investigated if ECT induces deep grey matter volume increases in MDD-patients; and, if so, whether volume changes persist over more than 9 months and whether they are related to the clinical outcome. METHODS: We examined 16 MDD-patients with 3Tesla MRI before (baseline) and after an ECT-series and followed 12 of them up for 10-36 months. Patients' data were compared to 16 healthy controls. Affective scales were used to investigate the relationship between therapy-outcome and MRI changes. RESULTS: At baseline, MDD-patients had lower values in global brain volume, white matter and peripheral grey matter compared to healthy controls, but we observed no significant differences in deep grey matter volumes. After ECT, the differences in peripheral grey matter disappeared, and patients demonstrated significant volume increases in the right hippocampus and both thalami, followed by subsequent decreases after 10-36 months, especially in ECT-responders. Controls did not show significant changes over time. LIMITATIONS: Beside the relatively small, yet carefully characterized cohort, we address the variability in time between the third scanning session and the baseline. CONCLUSIONS: ECT-induced deep grey matter volume increases are transient. Our results suggest that the thalamus might be a key region for the understanding of the mechanisms of ECT action.


Subject(s)
Depressive Disorder, Major , Electroconvulsive Therapy , Brain/diagnostic imaging , Depression , Depressive Disorder, Major/diagnostic imaging , Depressive Disorder, Major/therapy , Gray Matter/diagnostic imaging , Humans , Magnetic Resonance Imaging
4.
Front Hum Neurosci ; 14: 271, 2020.
Article in English | MEDLINE | ID: mdl-32765240

ABSTRACT

The triple-code model (TCM) of number processing suggests the involvement of distinct parietal cortex areas in arithmetic operations: the bilateral horizontal segment of the intraparietal sulcus (hIPS) for arithmetic operations that require the manipulation of numerical quantities (e.g., subtraction) and the left angular gyrus (AG) for arithmetic operations that require the retrieval of answers from long-term memory (e.g., multiplication). Although neuropsychological, neuroimaging, and brain stimulation studies suggest the dissociation of these operations into distinct parietal cortex areas, the role of strategy (online calculation vs. retrieval) is not yet fully established. In the present study, we further explored the causal involvement of the left AG for multiplication and left hIPS for subtraction using a neuronavigated repetitive transcranial magnetic stimulation (rTMS) paradigm. Stimulation sites were determined based on an fMRI experiment using the same tasks. To account for the effect of strategy, participants were asked whether they used retrieval or calculation for each individual problem. We predicted that the stimulation of the left AG would selectively disrupt the retrieval of the solution to multiplication problems. On the other hand, stimulation of the left hIPS should selectively disrupt subtraction. Our results revealed that left AG stimulation was detrimental to the retrieval and online calculation of solutions for multiplication problems, as well as, the retrieval (but not online calculation) of the solutions to subtraction problems. In contrast, left hIPS stimulation had no detrimental effect on both operations regardless of strategy.

5.
Neuroradiology ; 62(12): 1677-1688, 2020 Dec.
Article in English | MEDLINE | ID: mdl-32812070

ABSTRACT

PURPOSE: Functional MRI is not routinely used for neurosurgical planning despite potential important advantages, due to difficulty of determining quality. We introduce a novel method for objective evaluation of fMRI scan quality, based on activation maps. A template matching analysis (TMA) is presented and tested on data from two clinical fMRI protocols, performed by healthy controls in seven clinical centers. Preliminary clinical utility is tested with data from low-grade glioma patients. METHODS: Data were collected from 42 healthy subjects from seven centers, with standardized finger tapping (FT) and verb generation (VG) tasks. Copies of these "typical" data were deliberately analyzed incorrectly to assess feasibility of identifying them as "atypical." Analyses of the VG task administered to 32 tumor patients assessed sensitivity of the TMA method to anatomical abnormalities. RESULTS: TMA identified all atypical activity maps for both tasks, at the cost of incorrectly classifying 3.6 (VG)-6.5% (FT) of typical maps as atypical. For patients, the average TMA was significantly higher than atypical healthy scans, despite localized anatomical abnormalities caused by a tumor. CONCLUSION: This study supports feasibility of TMA for objective identification of atypical activation patterns for motor and verb generation fMRI protocols. TMA can facilitate the use and evaluation of clinical fMRI in hospital settings that have limited access to fMRI experts. In a clinical setting, this method could be applied to automatically flag fMRI scans showing atypical activation patterns for further investigation to determine whether atypicality is caused by poor scan data quality or abnormal functional topography.


Subject(s)
Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Neuroimaging/methods , Adolescent , Adult , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/physiopathology , Europe , Feasibility Studies , Female , Glioma/diagnostic imaging , Glioma/physiopathology , Healthy Volunteers , Humans , Male , Middle Aged , Proof of Concept Study , Task Performance and Analysis
6.
J Neurol Surg A Cent Eur Neurosurg ; 81(2): 111-129, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31935783

ABSTRACT

BACKGROUND AND STUDY AIMS: Language is characteristically human, and preserving it is critical when resecting tumors in language-eloquent brain areas. Navigated repetitive transcranial magnetic stimulation (nrTMS) has been used in recent years as a noninvasive technique to identify preoperatively the language-eloquent cortical areas in tumor patients. An important objective is to increase the sensitivity and specificity of nrTMS in detecting language-related areas and increase the positive correlation of its results to that of intraoperative direct cortical stimulation (DCS). Although the technical aspects of the procedure have received enormous interest, factors related to the targeted cortical area such as previous cortical history or activity have been neglected. Therefore, the present study explores the impact of previous cortical history or activity on the effectiveness of a subsequent nrTMS mapping paradigm. MATERIALS AND METHODS: Twelve right-handed patients with a left hemispheric glioma underwent presurgical nrTMS language mapping and intraoperative language mapping with DCS. nrTMS was performed using a continuous theta burst stimulation paradigm to inhibit possible language relevant areas in the vicinity of the tumor, determined anatomically or based on functional magnetic resonance imaging hotspots. The nrTMS was applied in two separate sessions. One of the sessions randomly included a priming paradigm to precondition the targeted cortical areas. RESULTS: Priming stimulation decreased the error detection of the subsequent nrTMS mapping paradigm. This effect was more robust on major types of errors such as speech arrest and hesitation. CONCLUSION: Prior cortical activity as induced by the priming stimulation has a profound impact on the responsiveness to the nrTMS mapping paradigm. Our findings further showed that metaplasticity, a type of homeostatic plastic process, could be elicited even in cortical areas affected by a growing tumor.


Subject(s)
Brain Mapping/methods , Brain Neoplasms/diagnostic imaging , Cerebral Cortex/diagnostic imaging , Language , Transcranial Magnetic Stimulation/methods , Adult , Brain Neoplasms/surgery , Cerebral Cortex/physiology , Female , Glioma/diagnostic imaging , Glioma/surgery , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Neurosurgical Procedures/methods , Preoperative Care , Psychomotor Performance , Sensitivity and Specificity , Single-Blind Method , Theta Rhythm
7.
J Neurosurg ; 127(6): 1407-1416, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28128689

ABSTRACT

OBJECTIVE Cerebral damage in frontal, parietal, and temporal brain areas and, probably more importantly, their interconnections can lead to deficits in language. However, neural plasticity and repair allow the brain to partly compensate for neural injury, mediated by both functional and structural changes. In this study, the authors sought to systematically investigate the relationship between language performance in brain tumor patients and structural perisylvian pathways (i.e., the arcuate fasciculus [AF]) using probabilistic fiber tracking on diffusion tensor imaging. The authors used a previously proposed model in which the AF is divided into anterior, long, and posterior segments. The authors hypothesized that right-handed patients with gliomas in the language-dominant (left) hemisphere would benefit from a more symmetrical or right-lateralized language pathway in terms of better preservation of language abilities. Furthermore, they investigated to what extent specific tumor characteristics, including proximity to the AF, affect language outcome in such patients. METHODS Twenty-seven right-handed patients (12 males and 15 females; mean age 52 ± 16 years) with 11 low-grade and 16 high-grade gliomas of the left hemisphere underwent 3-T diffusion-weighted MRI (30 directions) and language assessment as part of presurgical planning. For a systematic quantitative evaluation of the AF, probabilistic fiber tracking with a 2 regions of interest approach was carried out. Volumes of the 3 segments of both hemispheric AFs were evaluated by quantifying normalized and thresholded pathways. Resulting values served to generate the laterality index of the AFs. RESULTS Patients without language deficits tended to have an AF that was symmetric or lateralized to the right, whereas patients with deficits in language significantly more often demonstrated a left-lateralized posterior segment of the AF. Patients with high-grade gliomas had more severe language deficits than those with low-grade gliomas. Backward logistic regression revealed the laterality index of the posterior AF segment and tumor grade as the only independent statistically significant predictors for language deficits in this cohort. CONCLUSIONS In addition to the well-known fact that tumor entity influences behavioral outcome, the authors' findings suggest that the right homologs of structural language-associated pathways could be supportive for language function and facilitate compensation mechanisms after brain damage in functionally eloquent areas. This further indicates that knowledge about preoperative functional redistribution (identified by neurofunctional imaging) increases the chance for total or near-total resections of tumors in eloquent areas. In the future, longitudinal studies with larger groups are mandatory to overcome the methodological limitations of this cross-sectional study and to map neuroplastic changes associated with language performance and rehabilitation in brain tumor patients.


Subject(s)
Brain Neoplasms/pathology , Glioma/pathology , Language , Speech , White Matter/pathology , Adult , Aged , Brain Neoplasms/physiopathology , Diffusion Magnetic Resonance Imaging , Diffusion Tensor Imaging , Female , Glioma/diagnostic imaging , Glioma/physiopathology , Humans , Male , Middle Aged , Neoplasm Grading , Neural Pathways/diagnostic imaging , Neural Pathways/pathology , Neural Pathways/physiopathology , White Matter/diagnostic imaging , White Matter/physiopathology
8.
Mult Scler ; 23(11): 1496-1505, 2017 Oct.
Article in English | MEDLINE | ID: mdl-27899552

ABSTRACT

BACKGROUND: Cerebrospinal fluid (CSF) immunoglobulin free light chains (FLC) have been suggested as quantitative alternative to oligoclonal bands (OCB) in the diagnosis of multiple sclerosis (MS). However, little is known on their role in predicting clinical and paraclinical disease progression, particularly in early stages. OBJECTIVE: To assess the prognostic value of FLC in OCB-positive patients with clinically isolated syndrome (CIS) suggestive of MS and early MS. METHODS: We determined FLC kappa (KFLC) and lambda (LFLC) in CSF and serum by nephelometry in 61 patients (CIS ( n = 48), relapsing-remitting multiple sclerosis ( n = 13)) and 60 non-inflammatory neurological controls. Median clinical follow-up time in CIS was 4.8 years (interquartile range (IQR), 1.5-6.5 years). Patients underwent 3T magnetic resonance imaging (MRI) at baseline and follow-up (median time interval, 2.2 years; IQR, 1.0-3.7 years) to determine T2 lesion load (T2LL) and percent brain volume change (PBVC). RESULTS: CSF FLC were significantly increased in CIS/MS compared to controls (all p < 0.001). A lower KFLC/LFLC CSF ratio was associated with CIS-clinically definite multiple sclerosis (CDMS) conversion (hazard ratio (HR) = 2.89; 95% confidence interval (CI) = 1.17-7.14; p < 0.05). No correlations were found for FLC variables with T2LL or PBVC. CONCLUSION: Our study confirms increased intrathecal synthesis of FLC in CIS/MS which supports their diagnostic contribution. The KFLC/LFLC CSF ratio appears to have a prognostic value in CIS beyond OCB.


Subject(s)
Biomarkers/cerebrospinal fluid , Immunoglobulin kappa-Chains/cerebrospinal fluid , Immunoglobulin lambda-Chains/cerebrospinal fluid , Multiple Sclerosis/cerebrospinal fluid , Multiple Sclerosis/diagnostic imaging , Adult , Biomarkers/blood , Female , Follow-Up Studies , Humans , Immunoglobulin kappa-Chains/blood , Immunoglobulin lambda-Chains/blood , Magnetic Resonance Imaging , Male , Middle Aged , Multiple Sclerosis/blood , Multiple Sclerosis, Relapsing-Remitting/blood , Multiple Sclerosis, Relapsing-Remitting/cerebrospinal fluid , Multiple Sclerosis, Relapsing-Remitting/diagnostic imaging , Prognosis
9.
Neurobiol Aging ; 45: 61-63, 2016 09.
Article in English | MEDLINE | ID: mdl-27459926

ABSTRACT

Besides specific iron accumulation in some neurodegenerative disorders, increased iron deposition in cerebral deep gray matter (DGM) is found in multiple sclerosis. As this is considered largely a white matter (WM) disease, we speculated that patients with more severe ischemic WM hyperintensities (WMH) might also have an increased iron concentration in DGM structures and tested this assumption by using magnetic resonance imaging-based quantitative R2* relaxometry. WMH severity was measured in 61 patients with acute transient neurological symptoms (mean age: 71.5 ± 8.3 years) undergoing 3-Tesla magnetic resonance imaging. Despite a 6-year higher age of patients with more severe (i.e., early confluent or confluent) WMH, their DGM R2* rates did not differ from patients with punctate or no WMH. In the globus pallidum, R2* rates were even lower in patients with severe WMH. WMH volume was not correlated with R2* levels in any of the analyzed DGM structures. These findings argue against WM damage per se causing increased DGM iron deposition in multiple sclerosis and suggest no role of iron accumulation in ischemic small vessel disease.


Subject(s)
Brain Ischemia/metabolism , Gray Matter/metabolism , White Matter/blood supply , Aged , Aged, 80 and over , Diffusion Magnetic Resonance Imaging , Female , Gray Matter/diagnostic imaging , Humans , Male , Middle Aged , Severity of Illness Index , White Matter/diagnostic imaging
10.
Clin Neurol Neurosurg ; 147: 39-45, 2016 Aug.
Article in English | MEDLINE | ID: mdl-27276340

ABSTRACT

OBJECTIVES: Awake craniotomy is a well-established procedure in surgery of intracranial tumors in eloquent areas. However, sufficiently standardized instruments for the assessment of sensory-motor function before, during and after the operation are currently lacking, despite their importance for evaluation of operative outcome. PATIENTS AND METHODS: To address this issue, we designed a standardized assessment tool (the "sensory-motor profile awake scale"; SMP-a). The final scale consists of three motor sections (face, arm and leg) assessing both gross and fine motor skills and one sensory section. It differentiates between six grades of impairment and its tasks are applicable for intraoperative continuous monitoring of sensory-motor functions and supporting processes. We analyzed the data of 17 patients with intracranial tumors eligible for awake craniotomy who were preoperatively assessed with the SMP-a. In addition, we present an exemplary case. RESULTS: Our data support the assumption that the SMP-a is feasible in patients eligible for awake craniotomy, even in patients with symptoms of mild aphasia or more severe sensory-motor deficits caused by tumor recurrence. The exemplary case demonstrates the feasibility of repeated measures with the SMP-a in a tumor patient, including the adaption of tasks to the individual requirements of an intraoperative setting. CONCLUSION: This exploratory study suggests that the SMP-a might be a feasible rating scale in patients with intracranial tumors. The flexibility of the scale enables individual adaption, but preserves the standardized scoring system to allow comparison between assessment dates, patients and, hopefully in the future, institutions. However, future studies are mandatory to provide data on the instrument's diagnostic properties with respect to feasibility, objectivity, validity and reliability.


Subject(s)
Brain Neoplasms/physiopathology , Brain Neoplasms/surgery , Craniotomy/methods , Neurophysiological Monitoring/methods , Outcome and Process Assessment, Health Care/methods , Perioperative Period , Adult , Humans , Intraoperative Neurophysiological Monitoring/methods , Wakefulness
11.
Acta Neurochir (Wien) ; 158(7): 1317-23, 2016 07.
Article in English | MEDLINE | ID: mdl-27147519

ABSTRACT

We present the first case report describing a craniotomy for a glioblastoma in a patient with hemihydranencephaly (HHE). Ten years ago our patient had average cognitive and language functions, indicating very good adaption of his single right hemisphere. Due to the tumour he developed a deceleration, deficits in language functions and mild impairments of basic cognitive functions. Further neuroplastic reorganisations of his right hemisphere in response to the tumour growth are discussed. The favourable postoperative outcome supported the decision for careful tumour resection in this patient with HHE.


Subject(s)
Craniotomy/adverse effects , Glioblastoma/surgery , Hydranencephaly/complications , Language Disorders/etiology , Postoperative Complications/etiology , Glioblastoma/complications , Glioblastoma/diagnostic imaging , Humans , Hydranencephaly/surgery , Male , Middle Aged
12.
Ann Neurol ; 78(4): 530-9, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26084936

ABSTRACT

OBJECTIVE: It has been suggested recently that cortical pathology in multiple sclerosis (MS) may, at least partly, be caused by factors in cerebrospinal fluid (CSF). We thus hypothesized that MS-related tissue changes in compartments close to the CSF, such as periventricular lesions, might correlate with cortical pathology. METHODS: We investigated a cohort of 160 patients, comprising 91 with a clinically isolated syndrome (CIS) and 69 with relapsing-remitting MS (RRMS; mean age: CIS: 31.4 ± 9.0; RRMS: 33.0 ± 8.7 years; mean disease duration: CIS: 7.2 ± 15 months; RRMS: 8.0 ± 6.5 years, Expanded Disability Status Scale (median, min-max): CIS: 1, 0-3.5; RRMS: 1.25, 0-4) with 3.0T magnetic resonance imaging. MS lesions were segmented semiautomatically on fluid-attenuated inversion recovery images. To quantify periventricular lesion load (PV-LL), we generated ventricle masks and dilated them by a voxel factor of 3. Lesions within the dilated ventricle margin were classified as periventricular. Cortical thinning was assessed by cortical mean thickness (CMT) and compared to data from 58 healthy controls (HCs; mean age: 29.1 ± 7.4 years). RESULTS: Compared to HC, CIS and (even more so) RRMS patients demonstrated significantly reduced CMT. Even after controlling for ventricular volume and total lesion load, increased periventricular lesion occupancy (percentage of PV-LL) significantly correlated with decreased CMT in RRMS (r = -0.295; p = 0.015), but not in CIS (r = 0.032; p = 0.768) patients. INTERPRETATION: The correlation between increased periventricular lesion burden and decreased CMT indicative of subpial cortical pathology supports the concept that common CSF-mediated factors might play a role in the accumulation of damage to gray and white matter in MS.


Subject(s)
Cerebral Cortex/pathology , Cerebral Ventricles/pathology , Multiple Sclerosis/diagnosis , White Matter/pathology , Adult , Cerebral Cortex/metabolism , Cerebral Ventricles/metabolism , Female , Humans , Magnetic Resonance Imaging/methods , Male , Multiple Sclerosis/metabolism , Prospective Studies , White Matter/metabolism , Young Adult
13.
Brain Connect ; 4(10): 842-8, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25389907

ABSTRACT

Continuous resting-state (RS) functional magnetic resonance imaging (fMRI) has become particularly useful to identify changes in functional connectivity (FC) in CNS disorders. Fair et al. proposed a method of volume extraction to emulate RS fMRI from block-design experiments. Whether the validity of this approach holds true in multiple sclerosis (MS) patients has not been tested formally so far. Twelve MS patients and 18 controls underwent conventional RS fMRI and a cognitive block-design fMRI. The total amount of volumes as well as the truncated set of volumes of both functional datasets was separately analyzed using a seed-based approach. Overall, seed-based analyses of FC from the anterior cingulated cortex allowed identification of the same key-network constituents using different analytical approaches, whereas higher-level within-group analyses of emulated RS versus continuous RS also revealed significant distinct differences in FC networks. Using the emulated RS approach, a general identification of connectivity networks similar to those obtained using conventional RS data also appears feasible in diseased brains. Higher-level contrasts, however, yielded different results attesting to a significant impact of employed methodology.


Subject(s)
Brain Mapping/methods , Gyrus Cinguli/physiopathology , Magnetic Resonance Imaging/methods , Multiple Sclerosis/physiopathology , Adolescent , Adult , Female , Humans , Image Processing, Computer-Assisted/methods , Male , Middle Aged , Young Adult
14.
Neurobiol Aging ; 35(10): 2222-2229, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24836898

ABSTRACT

Although age-related gait changes have been well characterized, little is known regarding potential functional changes in central motor control of distal lower limb movements with age. We hypothesized that there are age-related changes in brain activity associated with the control of repetitive ankle movements, an element of gait feasible for study with functional magnetic resonance imaging. We analyzed standardized functional magnetic resonance imaging data from 102 right-foot dominant healthy participants aged 20-83 years for age-associated effects using FSL and a meta-analysis using coordinate-based activation likelihood estimation. For the first time, we have confirmed age-related changes in brain activity with this gait-related movement of the lower limb in a large population. Increasing age correlated strongly with increased movement-associated activity in the cerebellum and precuneus. Given that task performance did not vary with age, we interpret these changes as potentially compensatory for other age-related changes in the sensorimotor network responsible for control of limb function.


Subject(s)
Aging/physiology , Ankle/physiology , Brain/physiology , Movement/physiology , Adult , Aged , Aged, 80 and over , Aging/pathology , Brain/pathology , Brain/physiopathology , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Young Adult
15.
PLoS One ; 9(4): e93715, 2014.
Article in English | MEDLINE | ID: mdl-24718105

ABSTRACT

BACKGROUND: Extrapolations from previous cross-sectional fMRI studies suggest cerebral functional changes with progression of Multiple Sclerosis (MS), but longitudinal studies are scarce. We assessed brain activation changes over time in MS patients using a cognitive fMRI paradigm and examined correlations with clinical and cognitive status and brain morphology. METHODS: 13 MS patients and 15 healthy controls (HC) underwent MRI including fMRI (go/no-go task), neurological and neuropsychological exams at baseline (BL) and follow-up (FU; minimum 12, median 20 months). We assessed estimates of and changes in fMRI activation, total brain and subcortical grey matter volumes, cortical thickness, and T2-lesion load. Bland-Altman (BA) plots served to assess fMRI signal variability. RESULTS: Cognitive and disability levels remained largely stable in the patients. With the fMRI task, both at BL and FU, patients compared to HC showed increased activation in the insular cortex, precuneus, cerebellum, posterior cingulate cortex, and occipital cortex. At BL, patients vs. HC also had lower caudate nucleus, thalamus and putamen volumes. Over time, patients (but not HC) demonstrated fMRI activity increments in the left inferior parietal lobule. These correlated with worse single-digit-modality test (SDMT) performance. BA-plots attested to reproducibility of the fMRI task. In the patients, the right caudate nucleus decreased in volume which again correlated with worsening SDMT performance. CONCLUSIONS: Given preserved cognitive performance, the increased activation at BL in the patients may be viewed as largely adaptive. In contrast, the negative correlation with SDMT performance suggests increasing parietal activation over time to be maladaptive. Several areas with purported relevance for cognition showed decreased volumes at BL and right caudate nucleus volume decline correlated with decreasing SDMT performance. This highlights the dynamics of functional changes and the strategic importance of specific brain areas for cognitive processes in MS.


Subject(s)
Brain Mapping , Brain/physiopathology , Cognition/physiology , Magnetic Resonance Imaging , Multiple Sclerosis, Relapsing-Remitting/physiopathology , Nerve Net/physiopathology , Adult , Case-Control Studies , Cluster Analysis , Female , Follow-Up Studies , Gray Matter/physiopathology , Humans , Longitudinal Studies , Male , Neuropsychological Tests , Task Performance and Analysis , Time Factors
16.
PLoS One ; 8(9): e74156, 2013.
Article in English | MEDLINE | ID: mdl-24019951

ABSTRACT

Readout-segmented echo planar imaging with 2D navigator-based reacquisition is an uprising technique enabling the sampling of high-resolution diffusion images with reduced susceptibility artifacts. However, low signal from the small voxels and long scan times hamper the clinical applicability. Therefore, we introduce a regularization algorithm based on total variation that is applied directly on the entire diffusion tensor. The spatially varying regularization parameter is determined automatically dependent on spatial variations in signal-to-noise ratio thus, avoiding over- or under-regularization. Information about the noise distribution in the diffusion tensor is extracted from the diffusion weighted images by means of complex independent component analysis. Moreover, the combination of those features enables processing of the diffusion data absolutely user independent. Tractography from in vivo data and from a software phantom demonstrate the advantage of the spatially varying regularization compared to un-regularized data with respect to parameters relevant for fiber-tracking such as Mean Fiber Length, Track Count, Volume and Voxel Count. Specifically, for in vivo data findings suggest that tractography results from the regularized diffusion tensor based on one measurement (16 min) generates results comparable to the un-regularized data with three averages (48 min). This significant reduction in scan time renders high resolution (1 × 1 × 2.5 mm(3)) diffusion tensor imaging of the entire brain applicable in a clinical context.


Subject(s)
Diffusion Tensor Imaging/methods , Algorithms , Humans , Models, Theoretical
17.
Brain Connect ; 3(3): 255-64, 2013.
Article in English | MEDLINE | ID: mdl-23573900

ABSTRACT

Multiple sclerosis (MS) is a chronic inflammatory central nervous system disorder with a neurodegenerative component. While in the past, MS has been predominantly viewed as a white matter (WM) disease, gray matter (GM) pathology receives increasing attention in MS research. In this study, we tested hypothesis-free for a possible spatial relationship between cortical volume changes and disturbed integrity of projecting WM tracts. We used voxel-based morphometry (VBM), lesion probability maps (LPM), and probabilistic tractography to compare brain magnetic resonance imaging (MRI) scans obtained at 3 Tesla of 15 low disabled MS patients with 15 matched healthy controls (HCs). Areas of decreased cortical volume in the patients identified by VBM were used as seeds for tractography. Volume in two cortical areas in the left inferior frontal gyrus (IFG) and the left lateral occipital cortex (LOC) was reduced in patients compared to HCs. Starting from the IFG-region, tractography suggested impaired connections between left and right portions of the frontal lobe in the patients. Using the LOC as a seed, in patients, the left inferior longitudinal and fronto-occipital pathways appeared disintegrated compared to HCs. Swapping the seeds to homologous contralateral areas showed similar results for frontal, but different results for occipital brain areas. This at least partly could be explained by differential interference with WM lesions. These findings suggest a regional dependence between cortical GM and WM tract alterations in MS patients. While confirmation in larger and more heterogenic samples is needed, this study indicates that combining several MRI methods (VBM, LPM, and Probabilistic Tractography) may provide important insights into interacting processes related to the fiber tract and GM changes in MS.


Subject(s)
Brain Mapping , Brain/pathology , Multiple Sclerosis/pathology , Nerve Fibers, Myelinated/pathology , Adult , Anisotropy , Humans , Image Processing, Computer-Assisted , Leukoencephalopathies/complications , Leukoencephalopathies/pathology , Magnetic Resonance Imaging , Multiple Sclerosis/complications , Neural Pathways/pathology , Young Adult
18.
Radiology ; 267(2): 551-9, 2013 May.
Article in English | MEDLINE | ID: mdl-23315661

ABSTRACT

PURPOSE: To apply quantitative susceptibility mapping (QSM) in the basal ganglia of patients with multiple sclerosis (MS) and relate the findings to R2* mapping with regard to the sensitivity for clinical and morphologic measures of disease severity. MATERIALS AND METHODS: The local ethics committee approved this study, and all subjects gave written informed consent. Sixty-eight patients (26 with clinically isolated syndrome, 42 with relapsing-remitting MS) and 23 control subjects underwent 3-T magnetic resonance (MR) imaging. Susceptibility and R2* maps were reconstructed from the same three-dimensional multiecho spoiled gradient-echo sequence. Mean susceptibilities and R2* rates were measured in the basal ganglia and were compared between different phenotypes of the disease (clinically isolated syndrome, MS) and the control subjects by using analysis of variance, and regressing analysis was used to identify independent predictors. RESULTS: Compared with control subjects, patients with MS and clinically isolated syndrome had increased (more paramagnetic) magnetic susceptibilities in the basal ganglia. R2* mapping proved less sensitive than QSM regarding group differences. The strongest predictor of magnetic susceptibility was age. Susceptibilities were higher with increasing neurologic deficits (r = 0.34, P < .01) and lower with normalized volumes of gray matter (r = -0.35, P < .005) and the cortex (r = -0.35, P < .005). CONCLUSION: QSM provides superior sensitivity over R2* mapping in the detection of MS-related tissue changes in the basal ganglia. With QSM but not with R2* mapping, changes were already observed in patients with clinically isolated syndrome, which suggests that QSM can serve as a sensitive measure at the earliest stage of the disease.


Subject(s)
Basal Ganglia/pathology , Magnetic Resonance Imaging/methods , Multiple Sclerosis/pathology , Adult , Analysis of Variance , Female , Humans , Male , Middle Aged , Multiple Sclerosis, Relapsing-Remitting/pathology , Phenotype , Prospective Studies , Regression Analysis , Sensitivity and Specificity , Severity of Illness Index , Statistics, Nonparametric
19.
J Neural Transm (Vienna) ; 120(3): 423-33, 2013 Mar.
Article in English | MEDLINE | ID: mdl-22990677

ABSTRACT

Bradykinesia-the cardinal symptom in Parkinson's disease (PD)-affects both upper and lower limbs. While several functional imaging studies investigated the impact of levodopa on movement-related neural activity in Parkinson's disease during upper limb movements, analogue studies on lower limb movements are rare. We studied 20 patients with PD (mean age 66.8 ± 7.2 years) after at least 12 h drug withdrawal (OFF-state) and a second time approximately 40 min after oral administration of 200 mg levodopa (ON-state) behaviourally and by functional magnetic resonance imaging (fMRI) at 3 T during externally cued active ankle movements of the more affected foot at fixed rate. Results were compared with that obtained in ten healthy controls (HC) to separate pure pharmacological from disease-related levodopa-induced effects and to allow for interaction analyses. Behaviourally, all patients improved by at least 20 % regarding the motor score of the Unified Parkinson's disease rating scale after levodopa-challenge (mean scores OFF-state: 38.4 ± 10.1; ON-state: 25.5 ± 8.1). On fMRI, levodopa application elicited increased activity in subcortical structures (contralateral putamen and thalamus) in the patients. In contrast, no significant levodopa-induced activation changes were found in HC. The interaction between "PD/HC group factor" and "levodopa OFF/ON" did not show significant results. Given the levodopa-induced activation increases in the putamen and thalamus with unilateral ankle movements in patients with PD but not in HC, we speculate that these regions show the most prominent response to levodopa within the cortico-subcortical motor-circuit in the context of nigrostriatal dysfunction.


Subject(s)
Antiparkinson Agents/therapeutic use , Levodopa/therapeutic use , Parkinson Disease/physiopathology , Putamen/drug effects , Thalamus/drug effects , Aged , Ankle/innervation , Ankle/physiology , Brain Mapping , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Movement/drug effects , Movement/physiology , Parkinson Disease/drug therapy , Putamen/physiology , Thalamus/physiology
20.
PLoS One ; 7(8): e42862, 2012.
Article in English | MEDLINE | ID: mdl-22912754

ABSTRACT

OBJECTIVES: Resting state (RS) functional MRI recently identified default network abnormalities related to cognitive impairment in MS. fMRI can also be used to map functional connectivity (FC) while the brain is at rest and not adhered to a specific task. Given the importance of the anterior cingulate cortex (ACC) for higher executive functioning in MS, we here used the ACC as seed-point to test for differences and similarities in RS-FC related to sustained attention between MS patients and controls. DESIGN: Block-design rest phases of 3 Tesla fMRI data were analyzed to assess RS-FC in 31 patients (10 clinically isolated syndromes, 16 relapsing-remitting, 5 secondary progressive MS) and 31 age- and gender matched healthy controls (HC). Participants underwent extensive cognitive testing. OBSERVATIONS: In both groups, signal changes in several brain areas demonstrated significant correlation with RS-activity in the ACC. These comprised the posterior cingulate cortex (PCC), insular cortices, the right caudate, right middle temporal gyrus, angular gyri, the right hippocampus, and the cerebellum. Compared to HC, patients showed increased FC between the ACC and the left angular gyrus, left PCC, and right postcentral gyrus. Better cognitive performance in the patients was associated with increased FC to the cerebellum, middle temporal gyrus, occipital pole, and the angular gyrus. CONCLUSION: We provide evidence for adaptive changes in RS-FC in MS patients compared to HC in a sustained attention network. These results extend and partly mirror findings of task-related fMRI, suggesting FC may increase our understanding of cognitive dysfunction in MS.


Subject(s)
Attention/physiology , Basal Metabolism , Multiple Sclerosis/pathology , Multiple Sclerosis/physiopathology , Nerve Net/pathology , Nerve Net/physiopathology , Adolescent , Adult , Case-Control Studies , Gyrus Cinguli/metabolism , Gyrus Cinguli/pathology , Gyrus Cinguli/physiopathology , Humans , Magnetic Resonance Imaging , Middle Aged , Multiple Sclerosis/metabolism , Multiple Sclerosis/psychology , Nerve Net/metabolism , Neuropsychological Tests , Young Adult
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