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1.
Brain Sci ; 11(11)2021 Nov 11.
Article in English | MEDLINE | ID: mdl-34827490

ABSTRACT

MRI studies have consistently identified atrophy patterns in Alzheimer's disease (AD) through a whole-brain voxel-based analysis, but efforts to investigate morphometric profiles using anatomically standardized and automated whole-brain ROI analyses, performed at the individual subject space, are still lacking. In this study we aimed (i) to utilize atlas-derived measurements of cortical thickness and subcortical volumes, including of the hippocampal subfields, to identify atrophy patterns in early-stage AD, and (ii) to compare cognitive profiles at baseline and during a one-year follow-up of those previously identified morphometric AD subtypes to predict disease progression. Through a prospectively recruited multi-center study, conducted at four Austrian sites, 120 patients were included with probable AD, a disease onset beyond 60 years and a clinical dementia rating of ≤1. Morphometric measures of T1-weighted images were obtained using FreeSurfer. A principal component and subsequent cluster analysis identified four morphometric subtypes, including (i) hippocampal predominant (30.8%), (ii) hippocampal-temporo-parietal (29.2%), (iii) parieto-temporal (hippocampal sparing, 20.8%) and (iv) hippocampal-temporal (19.2%) atrophy patterns that were associated with phenotypes differing predominately in the presentation and progression of verbal memory and visuospatial impairments. These morphologically distinct subtypes are based on standardized brain regions, which are anatomically defined and freely accessible so as to validate its diagnostic accuracy and enhance the prediction of disease progression.

2.
Hear Res ; 393: 108001, 2020 08.
Article in English | MEDLINE | ID: mdl-32535276

ABSTRACT

The application of cochlear implants can be studied with computational models. The electrical potential distribution induced by an implanted device is evaluated with a volume conductor model, which is used as input for neuron models to simulate the reaction of cochlear neurons to micro-stimulation. In order to reliably predict the complex excitation profiles it is vital to consider an accurate representation of the human cochlea geometry including detailed three-dimensional pathways of auditory neurons reaching from the organ of Corti through the cochlea-volume. In this study, high-resolution micro-CT imaging (Δx = Δy = Δz = 3 µm) was used to reconstruct the pathways of 30 tonotopically organized nerve fiber bundles, distributed over eight octaves (11500-40 Hz). Results of the computational framework predict: (i) the peripheral process is most sensitive to cathodic stimulation (CAT), (ii) in many cases CAT elicits spikes in the peripheral terminal at threshold but with larger stimuli there is a second spike initiation site within the peripheral process, (iii) anodic stimuli (ANO) can excite the central process even at threshold, (iv) the recruitment of fibers by electrodes located in the narrowing middle- and apical turn is complex and impedes focal excitation of low frequency fibers, (v) degenerated cells which lost the peripheral process are more sensitive to CAT when their somata are totally covered with 2 membranes of a glial cell but they become ANO sensitive when the myelin covering is reduced.


Subject(s)
Cochlear Implants , Cochlea/diagnostic imaging , Cochlear Nerve , Electric Stimulation , Finite Element Analysis , Humans , Imaging, Three-Dimensional , X-Ray Microtomography
3.
Parkinsonism Relat Disord ; 72: 65-71, 2020 03.
Article in English | MEDLINE | ID: mdl-32113070

ABSTRACT

BACKGROUND: Microstructural white matter integrity captured by diffusion-tensor imaging (DTI) is significantly more affected in progressive supranuclear palsy-Richardson's syndrome (PSP-RS) compared to PSP-parkinsonism (PSP-P). OBJECTIVES: To characterize the microstructural integrity of large fascicular bundles using standardized probabilistic tractography and combine it with previously established DTI- and volumetric measures of subcortical brain structures in order to evaluate its diagnostic properties for the differentiation of PSP- RS, PSP-P and Parkinson's disease (PD). METHODS: DTI metrics as well as volumes of subcortical brain regions, acquired by 3T MRI of patients with PSP-RS (n = 15), PSP-P (n = 13), and a mean disease duration of 2.7 ± 1.8 years, were quantified by probabilistic tractography as well as a validated infratentorial atlas and compared to PD (n = 18) and healthy controls (n = 20). Classification accuracy of MRI measures was tested by consecutive linear discriminant analyses. RESULTS: DTI metrics of the anterior thalamic radiation, the corticospinal tract, the superior longitudinal fasciculus, the bundles of the corpus callosum and cingulate, the dentatorubrothalamic tract as well as volumes of the dorsal midbrain, globus pallidus and thalamus were significantly altered in PSP-RS and to a lesser extent in PSP-P compared to PD and healthy controls. Linear discriminant analysis identified DTI metrics of the dentatorubrothalamic tract and the anterior thalamic radiation as well as the volume of the dorsal midbrain to classify correctly 91.3% of PSP-RS, PSP-P and PD patients. CONCLUSIONS: Observer-independent investigations of microstructural integrity of major fiber bundles improved existing MRI processing strategies to differentiate PSP-P from PSP-RS and PD, in their early disease stages.


Subject(s)
Diffusion Tensor Imaging/standards , Parkinson Disease/diagnostic imaging , Supranuclear Palsy, Progressive/diagnostic imaging , White Matter/diagnostic imaging , Aged , Diagnosis, Differential , Diffusion Tensor Imaging/methods , Female , Humans , Male , Middle Aged , Pattern Recognition, Automated/standards
4.
J Parkinsons Dis ; 9(4): 681-691, 2019.
Article in English | MEDLINE | ID: mdl-31450511

ABSTRACT

BACKGROUND: The diagnostic potential of multimodal MRI approaches to discriminate among progressive supranuclear palsy (PSP), Parkinson variant of multiple system atrophy (MSA-P) and Parkinson's disease (PD) has not been well investigated. OBJECTIVE: To identify disease-specific neurodegenerative patterns and evaluate the diagnostic accuracy of dedicated MRI, iron concentration (R2*), microstructural integrity (mean diffusivity; MD and fractional anisotropy; FA) as well as volumes were analyzed in patients with PSP, MSA-P and PD. METHODS: 3T MRI of 18 PSP and 16 MSA-P patients were compared with 16 PD patients matched for age and disease duration as well as 21 healthy controls. Statistical parametric mapping (SPM) was applied to objectively identify focal MRI changes throughout the whole-brain. Following dimensionality reduction of significant and multiple comparison-corrected SPM clusters through principal component analysis (PCA), stepwise receiver-operating characteristic curve analysis (ROC) was applied to determine the diagnostic potential of multimodal MRI parameters. RESULTS: PCA revealed two components involving multiple regions identified from SPM analysis. The first component was primarily composed of the mean MD value of the thalamus and the mean MD and FA values of the dentatorubrothalamic tract and the corpus callosum. The second component mainly consisted of mean MD and FA values of the middle cerebellar peduncle. ROC analysis showed 92% of PSP patients were differentiated correctly from MSA-P and PD and 80% of MSA-P patients could be distinguished from PD. CONCLUSION: Multimodal MRI improved the detection of disease-specific neurodegenerative patterns in PSP and MSA-P and highlights its potential to improve the diagnostic accuracy of atypical parkinsonian disorders.


Subject(s)
Brain/diagnostic imaging , Magnetic Resonance Imaging , Parkinson Disease/diagnostic imaging , Aged , Biomarkers , Brain/metabolism , Brain/pathology , Female , Humans , Male , Middle Aged , Multimodal Imaging/methods , Multiple System Atrophy/complications , Multiple System Atrophy/diagnostic imaging , Multiple System Atrophy/metabolism , Multiple System Atrophy/pathology , Parkinson Disease/metabolism , Parkinson Disease/pathology , Sensitivity and Specificity , Supranuclear Palsy, Progressive/diagnostic imaging , Supranuclear Palsy, Progressive/metabolism , Supranuclear Palsy, Progressive/pathology
5.
ORL J Otorhinolaryngol Relat Spec ; 81(2-3): 138-154, 2019.
Article in English | MEDLINE | ID: mdl-31170714

ABSTRACT

BACKGROUND/AIMS: Calcium-binding proteins in neurons buffer intracellular free Ca2+ ions, which interact with proteins controlling enzymatic and ion channel activity. The heterogeneous distribution of calretinin, calbindin, and parvalbumin influences calcium homeostasis, and calcium-related neuronal processes play an important role in neuronal aging and degeneration. This study evaluated age-related changes in calretinin, calbindin, and parvalbumin immune reactivity in spiral ganglion cells. METHODS: A total of 16 C57BL/6J and 16 129/SvJ mice at different ages (2, 4, 7, and 12 months) were included in the study. Hearing thresholds were assessed using auditory brainstem response before inner ears were excised for further evaluation. Semiquantitative immunohistochemistry for the aforementioned calcium-binding proteins was performed at the cellular level. RESULTS: The hearing thresholds of C57BL/6J and 129/SvJ mice increased significantly by 7 months of age. The average immune reactivity of calbin-din as well as the relative number of positive cells increased significantly with aging, but no significant alterations in calretinin or parvalbumin were observed. CONCLUSIONS: Upregulation of calbindin could serve as a protection to compensate for functional deficits that occur with aging. Expression of both calretinin and parvalbumin seem to be stabilizing factors in murine inner ears up to the age of 12 months in C57BL/6J and 129/SvJ mice.


Subject(s)
Aging/genetics , Calbindins/genetics , Gene Expression Regulation , Hearing Loss/genetics , Spiral Ganglion/metabolism , Animals , Calbindins/biosynthesis , Cell Count , Disease Models, Animal , Female , Hearing/physiology , Hearing Loss/metabolism , Hearing Loss/physiopathology , Immunohistochemistry , Male , Mice , Mice, Inbred C57BL , Spiral Ganglion/pathology , Spiral Ganglion/physiopathology
6.
Front Neurosci ; 12: 501, 2018.
Article in English | MEDLINE | ID: mdl-30108474

ABSTRACT

Design and implantation of bionic implants for restoring impaired hair cell function relies on accurate knowledge about the microanatomy and nerve fiber pathways of the human inner ear and its variation. Non-destructive isotropic imaging of soft tissues of the inner ear with lab-based microscopic X-ray computed tomography (microCT) offers high resolution but requires contrast enhancement using compounds with high X-ray attenuation. We evaluated different contrast enhancement techniques in mice, cat, and human temporal bones to differentially visualize the membranous labyrinth, sensory epithelia, and their innervating nerves together with the facial nerve and middle ear. Lugol's iodine potassium iodine (I2KI) gave high soft tissue contrast in ossified specimens but failed to provide unambiguous identification of smaller nerve fiber bundles inside small bony canals. Fixation or post-fixation with osmium tetroxide followed by decalcification in EDTA provided superior contrast for nerve fibers and membranous structures. We processed 50 human temporal bones and acquired microCT scans with 15 µm voxel size. Subsequently we segmented sensorineural structures and the endolymphatic compartment for 3D representations to serve for morphometric variation analysis. We tested higher resolution image acquisition down to 3.0 µm voxel size in human and 0.5 µm in mice, which provided a unique level of detail and enabled us to visualize single neurons and hair cells in the mouse inner ear, which could offer an alternative quantitative analysis of cell numbers in smaller animals. Bigger ossified human temporal bones comprising the middle ear and mastoid bone can be contrasted with I2KI and imaged in toto at 25 µm voxel size. These data are suitable for surgical planning for electrode prototype placements. A preliminary assessment of geometric changes through tissue processing resulted in 1.6% volume increase caused during decalcification by EDTA and 0.5% volume increase caused by partial dehydration to 70% ethanol, which proved to be the best mounting medium for microCT image acquisition.

7.
Parkinsonism Relat Disord ; 49: 81-87, 2018 04.
Article in English | MEDLINE | ID: mdl-29463454

ABSTRACT

BACKGROUND: The differentiation of progressive supranuclear palsy-parkinsonism (PSP-P) from Parkinson's disease (PD) remains a major clinical challenge. OBJECTIVES: To evaluate the diagnostic potential of observer-independent assessments of microstructural integrity within infratentorial brain regions to differentiate PSP-Richardson's syndrome (PSP-RS), PSP-P and PD. METHODS: 3T MRI parameters of mean diffusivity, fractional anisotropy, grey and white matter volumes from patients with PSP-RS (n = 12), PSP-P (n = 12) and mean disease duration of 2.4 ±â€¯1.7 years were compared with PD patients (n = 20) and healthy controls (n = 23) by using statistical parametric mapping and the spatially unbiased infratentorial template. Subsequently MRI measurements of the dentatorubrothalamic tract were determined observer-independently by a validated probabilistic infratentorial atlas. The impairment of gait and postural stability was evaluated by a sum-score derived from the Unified Parkinson Disease Rating Scale. RESULTS: Significant mean diffusivity increases, fractional anisotropy decreases and corresponding volume loss were localized in mesencephalic tegmentum, superior cerebellar peduncle, decussation of superior cerebellar peduncle and dentate nucleus in PSP-RS and PSP-P compared to PD and healthy controls. Altered microstructural integrity of the dentatorubrothalamic tract in PSP-RS was significantly more pronounced compared to PSP-P and correlated significantly with the gait and postural stability sum-score. Linear discriminant analysis identified diffusion tensor imaging measures of the dentatorubrothalamic tract and the gait and postural stability sum-score to classify correctly 95.5% of PRP-RS, PSP-P and PD patients. CONCLUSIONS: Observer-independent analysis of microstructural integrity within the dentatorubrothalamic tract in combination with assessments of gait and postural stability differentiate PSP-P from PSP-RS and PD in early to moderately advanced stages.


Subject(s)
Cerebellar Nuclei/diagnostic imaging , Diffusion Tensor Imaging/methods , Neural Pathways/diagnostic imaging , Parkinsonian Disorders/diagnostic imaging , Parkinsonian Disorders/physiopathology , Red Nucleus/diagnostic imaging , Supranuclear Palsy, Progressive/diagnostic imaging , Supranuclear Palsy, Progressive/physiopathology , Aged , Biomarkers , Cerebellar Nuclei/pathology , Female , Gait Disorders, Neurologic/physiopathology , Humans , Male , Middle Aged , Neural Pathways/pathology , Parkinson Disease/diagnostic imaging , Parkinson Disease/pathology , Parkinson Disease/physiopathology , Parkinsonian Disorders/pathology , Postural Balance/physiology , Red Nucleus/pathology , Supranuclear Palsy, Progressive/pathology
8.
PLoS One ; 8(11): e79256, 2013.
Article in English | MEDLINE | ID: mdl-24260179

ABSTRACT

BACKGROUND: Our knowledge about the neural code in the auditory nerve is based to a large extent on experiments on cats. Several anatomical differences between auditory neurons in human and cat are expected to lead to functional differences in speed and safety of spike conduction. METHODOLOGY/PRINCIPAL FINDINGS: Confocal microscopy was used to systematically evaluate peripheral and central process diameters, commonness of myelination and morphology of spiral ganglion neurons (SGNs) along the cochlea of three human and three cats. Based on these morphometric data, model analysis reveales that spike conduction in SGNs is characterized by four phases: a postsynaptic delay, constant velocity in the peripheral process, a presomatic delay and constant velocity in the central process. The majority of SGNs are type I, connecting the inner hair cells with the brainstem. In contrast to those of humans, type I neurons of the cat are entirely myelinated. Biophysical model evaluation showed delayed and weak spikes in the human soma region as a consequence of a lack of myelin. The simulated spike conduction times are in accordance with normal interwave latencies from auditory brainstem response recordings from man and cat. Simulated 400 pA postsynaptic currents from inner hair cell ribbon synapses were 15 times above threshold. They enforced quick and synchronous spiking. Both of these properties were not present in type II cells as they receive fewer and much weaker (∼26 pA) synaptic stimuli. CONCLUSIONS/SIGNIFICANCE: Wasting synaptic energy boosts spike initiation, which guarantees the rapid transmission of temporal fine structure of auditory signals. However, a lack of myelin in the soma regions of human type I neurons causes a large delay in spike conduction in comparison with cat neurons. The absent myelin, in combination with a longer peripheral process, causes quantitative differences of temporal parameters in the electrically stimulated human cochlea compared to the cat cochlea.


Subject(s)
Evoked Potentials, Auditory, Brain Stem/physiology , Hair Cells, Auditory, Inner/physiology , Myelin Sheath/metabolism , Spiral Ganglion/physiology , Synaptic Transmission/physiology , Aged , Animals , Cats , Female , Hair Cells, Auditory, Inner/cytology , Humans , Male , Middle Aged , Neurons/cytology , Neurons/physiology , Species Specificity , Spiral Ganglion/cytology
9.
Otol Neurotol ; 33(3): 481-9, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22410732

ABSTRACT

OBJECTIVE: Currently, no large animal model exists for surgical-experimental exploratory analysis of implantable hearing devices. In a histomorphometric study, we sought to investigate whether sheep or pig cochleae are suitable for this purpose and whether device implantation is feasible. METHODS: Skulls of pig and sheep cadavers were examined using high-resolution 128-slice computed tomography (CT) to study anatomic relationships. A cochlear implant and an active middle ear implant could be successfully implanted into the sheep's inner and middle ear, respectively. Correct device placement was verified by CT and histology. The cochlear anatomy of the sheep was further studied by micro-CT and histology. RESULTS: Our investigations indicate that the sheep is a suitable animal model for implantation of implantable hearing devices. The implantation of the devices was successfully performed by access through a mastoidectomy. The histologic, morphologic, and micro-CT study of the sheep cochlea showed that it is highly similar to the human cochlea. The temporal bone of the pig was not suitable for these microsurgical procedures because the middle and inner ear were not accessible owing to distinct soft and fatty tissue coverage of the mastoid. CONCLUSION: The sheep is an appropriate large animal model for experimental studies with implantable hearing devices, whereas the pig is not.


Subject(s)
Cadaver , Cochlear Implants , Ear, Inner/anatomy & histology , Ear, Middle/anatomy & histology , Sheep/physiology , Animals , Cochlea/anatomy & histology , Cochlea/diagnostic imaging , Cochlear Implantation , Ear, Inner/diagnostic imaging , Ear, Middle/diagnostic imaging , Endoscopy , Feasibility Studies , Image Processing, Computer-Assisted , Incus/anatomy & histology , Incus/surgery , Mastoid/surgery , Round Window, Ear/anatomy & histology , Round Window, Ear/surgery , Scala Tympani/anatomy & histology , Scala Tympani/surgery , Skull/anatomy & histology , Species Specificity , Swine , Temporal Bone/anatomy & histology , Tomography, X-Ray Computed
10.
Otol Neurotol ; 32(5): 761-73, 2011 Jul.
Article in English | MEDLINE | ID: mdl-21646930

ABSTRACT

HYPOTHESIS: The aim of this investigation was to define the expression of neurotrophic receptors within the developing inner ear of different postnatal ages. BACKGROUND: Pattern of differential expression of neurotrophic receptors provide molecular target sites for multifunctional nanoparticle-based cell-specific therapeutics delivery to treat hearing diseases. METHODS: Protein expression of neurotrophic receptors was studied by immune-histochemistry, quantitative polymerase chain reaction, in situ hybridization, Western blot, in early and late postnatal, adult, and aging mice. RESULTS: There was a high correlation between results obtained at ribonucleic acid and protein levels. TrkB and TrkC gene expression increased during the first 2 weeks and also after the onset of hearing in adult mice. At the onset of hearing, TrkB-immunopositive staining occurred in inner hair cells and in cell bodies of spiral ganglion neurons. TrkC was detected in nerve endings beneath inner and outer hair cells and in supporting cells. Root cells within the spiral ligament and spiral ganglion neurons in the Rosenthal's canal showed high level of TrkC expression. p75NTR was found in organ of Corti similar to TrkC, and scattered neurons showed strong immunoreactivity in the Rosenthal's canal. PD540 mice, a model of age-related hearing loss, showed a complete spiral ganglion cell loss in the basal turn. Although TrkB and TrkC were completely lacking in this region of the Rosenthal's canal, remaining nerve fibers were p75NTR immunopositive. CONCLUSION: We found differential expression pattern of TrkB, TrkC, and p75NTR receptors in the inner ear and could make a receptor expression data base. These findings, in turn, will help to design a study on receptor-specific drug targeting of the mice model of auditory development and aging.


Subject(s)
Aging/metabolism , Ear, Inner/metabolism , Hearing Loss/metabolism , Hearing/physiology , Receptors, Nerve Growth Factor/metabolism , Animals , Animals, Newborn , Mice
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