spatial normalization Dotaz Zobrazit nápovědu
Previous resting-state functional magnetic resonance imaging (rs-fMRI) studies frequently applied the spatial normalization on fMRI time series before the calculation of temporal features (here referred to as "Prenorm"). We hypothesized that calculating the rs-fMRI features, for example, functional connectivity (FC), regional homogeneity (ReHo), or amplitude of low-frequency fluctuation (ALFF) in individual space, before the spatial normalization (referred to as "Postnorm") can be an improvement to avoid artifacts and increase the results' reliability. We utilized two datasets: (1) simulated images where temporal signal-to-noise ratio (tSNR) is kept a constant and (2) an empirical fMRI dataset with 50 healthy young subjects. For simulated images, the tSNR is constant as generated in individual space but increased after Prenorm and intersubject variability of tSNR was induced. In contrast, tSNR was kept constant after Postnorm. Consistently, for empirical images, higher tSNR, ReHo, and FC (default mode network, seed in precuneus) and lower ALFF were found after Prenorm compared to those of Postnorm. Coefficient of variability of tSNR and ALFF was higher after Prenorm compared to those of Postnorm. Moreover, the significant correlation was found between simulated tSNR after Prenorm and empirical tSNR, ALFF, and ReHo after Prenorm, indicating algorithmic variation in empirical rs-fMRI features. Furthermore, comparing to Prenorm, ALFF and ReHo showed higher intraclass correlation coefficients between two serial scans after Postnorm. Our results indicated that Prenorm may induce algorithmic intersubject variability on tSNR and reduce its reliability, which also significantly affected ALFF and ReHo. We suggest using Postnorm instead of Prenorm for future rs-fMRI studies using ALFF/ReHo.
- Klíčová slova
- fMRI methods, fMRI preprocessing, reliability, resting-state fMRI, spatial normalization,
- Publikační typ
- časopisecké články MeSH
Spatial navigation (SN) impairment is present early in Alzheimer's disease (AD). We tested whether SN performance, self-centered (egocentric) and world-centered (allocentric), was distinguishable from performance on established cognitive functions-verbal and nonverbal memory, executive and visuospatial function, attention/working memory, and language function. 108 older adults (53 cognitively normal [CN] and 55 with amnestic mild cognitive impairment [aMCI]) underwent neuropsychological examination and real-space navigation testing. Subset (n = 63) had automated hippocampal volumetry. In a factor analysis, allocentric and egocentric navigation tasks loaded highly onto the same factor with low loadings on other factors comprising other cognitive functions. In linear regression, performance on other cognitive functions was not, or was only marginally, associated with spatial navigation performance in CN or aMCI groups. After adjustment for age, gender, and education, right hippocampal volume explained 26% of the variance in allocentric navigation in aMCI group. In conclusion, spatial navigation, a known cognitive marker of early AD, may be distinguished from other cognitive functions. Therefore, its assessment along with other major cognitive functions may be highly beneficial in terms of obtaining a comprehensive neuropsychological profile.
- Klíčová slova
- Alzheimer's disease, Hippocampus, Mild cognitive impairment, Morris Water Maze, Neuropsychology, Spatial navigation,
- MeSH
- hipokampus diagnostické zobrazování patologie MeSH
- kognice fyziologie MeSH
- lidé středního věku MeSH
- lidé MeSH
- magnetická rezonanční tomografie MeSH
- paměť fyziologie MeSH
- prostorová navigace fyziologie MeSH
- senioři nad 80 let MeSH
- senioři MeSH
- stárnutí patologie psychologie MeSH
- Check Tag
- lidé středního věku MeSH
- lidé MeSH
- mužské pohlaví MeSH
- senioři nad 80 let MeSH
- senioři MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
BACKGROUND: Subjective cognitive decline (SCD) may serve as a symptomatic indicator for preclinical Alzheimer's disease; however, SCD is a heterogeneous entity regarding clinical progression. We aimed to investigate whether spatial navigation could reveal subcortical structural alterations and the risk of progression to objective cognitive impairment in SCD individuals. METHODS: One hundred and eighty participants were enrolled: those with SCD (n = 80), normal controls (NCs, n = 77), and mild cognitive impairment (MCI, n = 23). SCD participants were further divided into the SCD-good (G-SCD, n = 40) group and the SCD-bad (B-SCD, n = 40) group according to their spatial navigation performance. Volumes of subcortical structures were calculated and compared among the four groups, including basal forebrain, thalamus, caudate, putamen, pallidum, hippocampus, amygdala, and accumbens. Topological properties of the subcortical structural covariance network were also calculated. With an interval of 1.5 years ± 12 months of follow-up, the progression rate to MCI was compared between the G-SCD and B-SCD groups. RESULTS: Volumes of the basal forebrain, the right hippocampus, and their respective subfields differed significantly among the four groups (p < 0.05, false discovery rate corrected). The B-SCD group showed lower volumes in the basal forebrain than the G-SCD group, especially in the Ch4p and Ch4a-i subfields. Furthermore, the structural covariance network of the basal forebrain and right hippocampal subfields showed that the B-SCD group had a larger Lambda than the G-SCD group, which suggested weakened network integration in the B-SCD group. At follow-up, the B-SCD group had a significantly higher conversion rate to MCI than the G-SCD group. CONCLUSION: Compared to SCD participants with good spatial navigation performance, SCD participants with bad performance showed lower volumes in the basal forebrain, a reorganized structural covariance network of subcortical nuclei, and an increased risk of progression to MCI. Our findings indicated that spatial navigation may have great potential to identify SCD subjects at higher risk of clinical progression, which may contribute to making more precise clinical decisions for SCD individuals who seek medical help.
- Klíčová slova
- Basal forebrain, Progression risk, Spatial navigation, Structural covariance network, Subjective cognitive decline,
- MeSH
- Alzheimerova nemoc * komplikace MeSH
- kognitivní dysfunkce * psychologie MeSH
- lidé MeSH
- neuropsychologické testy MeSH
- progrese nemoci MeSH
- prostorová navigace * MeSH
- Check Tag
- lidé MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
Older age is associated with changes in the brain, including the medial temporal lobe, which may result in mild spatial navigation deficits, especially in allocentric navigation. The aim of the study was to characterize the profile of real-space allocentric (world-centered, hippocampus-dependent) and egocentric (body-centered, parietal lobe dependent) navigation and learning in young vs. older adults, and to assess a possible influence of gender. We recruited healthy participants without cognitive deficits on standard neuropsychological testing, white matter lesions or pronounced hippocampal atrophy: 24 young participants (18-26 years old) and 44 older participants stratified as participants 60-70 years old (n = 24) and participants 71-84 years old (n = 20). All underwent spatial navigation testing in the real-space human analog of the Morris Water Maze, which has the advantage of assessing separately allocentric and egocentric navigation and learning. Of the eight consecutive trials, trials 2-8 were used to reduce bias by a rebound effect (more dramatic changes in performance between trials 1 and 2 relative to subsequent trials). The participants who were 71-84 years old (p < 0.001), but not those 60-70 years old, showed deficits in allocentric navigation compared to the young participants. There were no differences in egocentric navigation. All three groups showed spatial learning effect (p' s ≤ 0.01). There were no gender differences in spatial navigation and learning. Linear regression limited to older participants showed linear (β = 0.30, p = 0.045) and quadratic (β = 0.30, p = 0.046) effect of age on allocentric navigation. There was no effect of age on egocentric navigation. These results demonstrate that navigation deficits in older age may be limited to allocentric navigation, whereas egocentric navigation and learning may remain preserved. This specific pattern of spatial navigation impairment may help differentiate normal aging from prodromal Alzheimer's disease.
- Klíčová slova
- Alzheimer’s disease, aging, allocentric navigation, egocentric navigation, gender, hippocampus, spatial learning, spatial navigation,
- Publikační typ
- časopisecké články MeSH
Extremely low-frequency magnetic field (ELF-MF) has been suggested to influence the cognitive capability but this should be dynamically evaluated in a longitudinal study. Previous training can affect performance, but the influence under magnetic field is unclear. This study aims to evaluate the effects of previous training and ELF-MF exposure on learning and memory using the Morris water maze (MWM). Sprague-Dawley rats were subjected to MWM training, ELF-MF exposure (50 Hz, 100 microT), or ELF-MF exposure combined with MWM training for 90 days. Normal rats were used as controls. The MWM was used to test. The data show that the rats exposed to training and ELF-MF with training performed better on spatial acquisition when re-tested. However, during the probe trial the rats showed no change between the training phase and the test phase. Compared with the control group, the ELF-MF group showed no significant differences. These results confirm that previous training can improve the learning and memory capabilities regarding spatial acquisition in the MWM and this effect can last for at least 90 days. However, this improvement in learning and memory capabilities was not observed during the probe trial. Furthermore, ELF-MF exposure did not interfere with the improvement in learning and memory capabilities.
- MeSH
- bludiště - učení * MeSH
- magnetické pole * MeSH
- potkani Sprague-Dawley MeSH
- prostorová paměť * MeSH
- zvířata MeSH
- Check Tag
- mužské pohlaví MeSH
- zvířata MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
BACKGROUND: Great effort has been put into developing simple and feasible tools capable to detect Alzheimer's disease (AD) in its early clinical stage. Spatial navigation impairment occurs very early in AD and is detectable even in the stage of mild cognitive impairment (MCI). OBJECTIVE: The aim was to describe the frequency of self-reported spatial navigation complaints in patients with subjective cognitive decline (SCD), amnestic and non-amnestic MCI (aMCI, naMCI) and AD dementia and to assess whether a simple questionnaire based on these complaints may be used to detect early AD. METHOD: In total 184 subjects: patients with aMCI (n=61), naMCI (n=27), SCD (n=63), dementia due to AD (n=20) and normal controls (n=13) were recruited. The subjects underwent neuropsychological examination and were administered a questionnaire addressing spatial navigation complaints. Responses to the 15 items questionnaire were scaled into four categories (no, minor, moderate and major complaints). RESULTS: 55% of patients with aMCI, 64% with naMCI, 68% with SCD and 72% with AD complained about their spatial navigation. 38-61% of these complaints were moderate or major. Only 33% normal controls expressed complaints and none was ranked as moderate or major. The SCD, aMCI and AD dementia patients were more likely to express complaints than normal controls (p's<0.050) after adjusting for age, education, sex, depressive symptoms (OR for SCD=4.00, aMCI=3.90, AD dementia=7.02) or anxiety (OR for SCD=3.59, aMCI=3.64, AD dementia=6.41). CONCLUSION: Spatial navigation complaints are a frequent symptom not only in AD, but also in SCD and aMCI and can potentially be detected by a simple and inexpensive questionnaire.
- Klíčová slova
- Alzheimer's disease, anxiety, depressive symptoms, mild cognitive impairment, screening., spatial navigation complaints, subjective cognitive decline,
- MeSH
- Alzheimerova nemoc epidemiologie patofyziologie MeSH
- kognitivní dysfunkce epidemiologie patofyziologie MeSH
- kohortové studie MeSH
- lidé středního věku MeSH
- lidé MeSH
- neparametrická statistika MeSH
- neuropsychologické testy MeSH
- prostorová navigace fyziologie MeSH
- průzkumy a dotazníky MeSH
- senioři nad 80 let MeSH
- senioři MeSH
- vnímání prostoru fyziologie MeSH
- Check Tag
- lidé středního věku MeSH
- lidé MeSH
- mužské pohlaví MeSH
- senioři nad 80 let MeSH
- senioři MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
- Geografické názvy
- Česká republika MeSH
Age-related spatial navigation decline is more pronounced in patients with mild cognitive impairment (MCI) and Alzheimer's disease (AD) dementia. We used a realistic-looking virtual navigation test suite to analyze different aspects of visuospatial processing in typical and atypical aging. A total of 219 older adults were recruited from the Czech Brain Aging Study cohort. Cognitively normal older adults (CN; n = 78), patients with amnestic MCI (n = 75), and those with mild AD dementia (n = 66) underwent three navigational tasks, cognitive assessment, and brain MRI. Route learning and wayfinding/perspective-taking tasks distinguished the groups as performance and learning declined and specific visuospatial strategies were less utilized with increasing cognitive impairment. Increased perspective shift and utilization of non-specific strategies were associated with worse task performance across the groups. Primacy and recency effects were observed across the groups in the route learning and the wayfinding/perspective-taking task, respectively. In addition, a primacy effect was present in the wayfinding/perspective-taking task in the CN older adults. More effective spatial navigation was associated with better memory and executive functions. The results demonstrate that a realistic and ecologically valid spatial navigation test suite can reveal different aspects of visuospatial processing in typical and atypical aging.
- Klíčová slova
- Alzheimer’s disease, mild cognitive impairment, navigation strategies, perspective taking, route learning, spatial navigation, visuospatial functions, wayfinding,
- Publikační typ
- časopisecké články MeSH
Spatial arrangement and complexity of the capillary bed of placental terminal villi were analyzed in 9 normal and 11 diabetic placentas. Specimens were taken by systematic random sampling, fixed and stained in toto, and embedded in paraffin. Fifteen fields of view were sampled systematically from 120-microm-thick sections of specimens and examined using a confocal laser scanning microscope. Series of thin optical sections of terminal villi and their developmental forms were recorded by the confocal microscope and used as initial data for three-dimensional visualization of the spatial arrangement of villous capillaries. Vascular topology and branching were studied by focusing through the villus, making a schematic drawing of the villous capillary bed and counting redundant capillary connections. It was found that the basic arrangement of villous capillaries is similar in both normal and diabetic placentas. Nevertheless, the proportion of simple forms of the capillary bed without redundant connections is significantly higher in normal placentas and the mean number of redundant connections per villus is significantly higher in diabetic placentas. It is concluded that both the longitudinal growth and branching of capillaries contribute to the increase in the placental capillary bed in late gestation and that the capillary bed of diabetic villi is more complicated due to more intense capillary branching.
- MeSH
- dospělí MeSH
- gestační diabetes * patologie MeSH
- kapiláry MeSH
- lidé MeSH
- placenta krevní zásobení MeSH
- těhotenství MeSH
- Check Tag
- dospělí MeSH
- lidé MeSH
- mužské pohlaví MeSH
- těhotenství MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
Hippocampal and basal forebrain (BF) atrophy is associated with allocentric navigation impairment in Alzheimer's disease (AD) and may lead to recruitment of compensatory navigation strategies. We examined navigation strategy preference, its association with allocentric navigation, and the role of hippocampal and BF volumes in this association in early clinical stages of AD. Sixty nine participants-amnestic mild cognitive impairment (aMCI) due to AD (n = 28), AD dementia (n = 21), and cognitively normal (CN) older adults (n = 20)-underwent virtual Y-maze strategy assessment, real-space navigation testing, cognitive assessment, and hippocampal and BF volumetry. Preference for egocentric over allocentric strategy increased with AD severity (aMCI: 67% vs. 33%; dementia: 94% vs. 6%), which contrasted with preference in the CN group (39% vs. 61%). Those with aMCI who preferred egocentric strategy had worse allocentric navigation. Among those with aMCI, hippocampal and BF atrophy explained up to 25% of the association between strategy preference and allocentric navigation. The preference for egocentric strategy in AD may reflect recruitment of compensatory extrahippocampal navigation strategies as adaptation to hippocampal and BF neurodegeneration.
- Klíčová slova
- Allocentric, Basal forebrain, Egocentric, Hippocampus, Mild cognitive impairment, Navigation, Strategy,
- MeSH
- Alzheimerova nemoc patologie psychologie MeSH
- atrofie MeSH
- bludiště - učení MeSH
- degenerace nervu MeSH
- hipokampus patologie patofyziologie MeSH
- kognitivní dysfunkce patologie psychologie MeSH
- lidé středního věku MeSH
- lidé MeSH
- neuropsychologické testy MeSH
- pars basalis telencephali patologie patofyziologie MeSH
- prostorová navigace fyziologie MeSH
- senioři nad 80 let MeSH
- senioři MeSH
- stupeň závažnosti nemoci MeSH
- velikost orgánu MeSH
- Check Tag
- lidé středního věku MeSH
- lidé MeSH
- mužské pohlaví MeSH
- senioři nad 80 let MeSH
- senioři MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
Brain dynamics and the associations with spatial navigation in individuals with subjective cognitive decline (SCD) remain unknown. In this study, a hidden Markov model (HMM) was inferred from resting-state functional magnetic resonance imaging data in a cohort of 80 SCD and 77 normal control (NC) participants. By HMM, 12 states with distinct brain activity were identified. The SCD group showed increased fractional occupancy in the states with less activated ventral default mode, posterior salience, and visuospatial networks, while decreased fractional occupancy in the state with general network activation. The SCD group also showed decreased probabilities of transition into and out of the state with general network activation, suggesting an inability to dynamically upregulate and downregulate brain network activity. Significant correlations between brain dynamics and spatial navigation were observed. The combined features of spatial navigation and brain dynamics showed an area under the curve of 0.854 in distinguishing between SCD and NC. The findings may provide exploratory evidence of the reconfiguration of brain network dynamics underlying spatial deficits in SCD.
- Klíčová slova
- Brain dynamics, Hidden Markov model, Spatial navigation, Subjective cognitive decline,
- MeSH
- kognitivní dysfunkce * psychologie MeSH
- lidé MeSH
- magnetická rezonanční tomografie * metody MeSH
- mapování mozku metody MeSH
- mozek fyziologie MeSH
- pravděpodobnost MeSH
- Check Tag
- lidé MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH